Publications HAL

2026

Journal articles

titre
Optimizing the Viability of Interacting Systems with Evolutionary Algorithms
auteur
Alice de Lapparent, Alberto Tonda, Rodolphe Sabatier, Evelyne Lutton, Isabelle Alvarez, Sophie Martin
article
Lecture Notes in Computer Science, 2026, Lecture Notes in Computer Science, 15926, pp.166-180. ⟨10.1007/978-3-032-07998-5_12⟩
identifiant
hal-05403873
Resume_court
Viability theory studies the behavior of dynamical systems, with the aim of keeping them viable, or .....
typdoc
Journal articles
DOI
DOI : 10.1007/978-3-032-07998-5_12
audience
International
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2025

Journal articles

titre
Regression-based design optimization of French treatment wetlands
auteur
Zoé Legeai, Pascal Molle, Alberto Tonda, Nicolas Forquet
article
Water Science and Technology, 2025, 91 (11), pp.1248 - 1264. ⟨10.2166/wst.2025.071⟩
identifiant
hal-05226448
Resume_court
This study presents a novel approach for the automatic optimization of sizing French vertical flow w .....
typdoc
Journal articles
DOI
DOI : 10.2166/wst.2025.071
pubmedId
Pubmed icone : 40512162
audience
International
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https://hal.inrae.fr/hal-05226448/file/2025_Legeai_Water%20Science%20%26%20Technology.pdf BibTex
titre
Comparison of Machine Learning-Enhanced Dynamic Hybrid Models for a Nanobody Scorpion Antivenom Production with Escherichia Coli
auteur
Irene Martínez-Menéndez, Juan Acosta-Pavas, David Camilo Corrales, Susana María Alonso Villela, Balkiss Bouhaouala-Zahar, Georgios Georgakilas, Konstantinos Mexis, Stefanos Xenios, Theodore Dalamagas, Antonis Kokosis, Michael O’donohue, Luc Fillaudeau, Nadia Boukhelifa, Alberto Tonda, César Arturo Aceves-Lara
article
Lecture Notes in Networks and Systems, 2025, Lecture Notes in Networks and Systems, 1259, pp.307-316. ⟨10.1007/978-3-031-82073-1_30⟩
identifiant
hal-05216714
Resume_court
This study compares several hybrid dynamic models built with offline data to optimize nanobody produ .....
typdoc
Journal articles
DOI
DOI : 10.1007/978-3-031-82073-1_30
audience
International
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titre
Are home practices safe? Furan mitigation in infant food handling
auteur
Rallou Thomopoulos, Donnelle Roline Sandjong Sayon, Alberto Tonda, Hui Qiu, Weihuan Fang, Erwan Engel
article
Food Research International, 2025, 217, pp.116729. ⟨10.1016/j.foodres.2025.116729⟩
identifiant
hal-05015843
Resume_court
The general health and wellness of citizens, as well as the long-term competitiveness of food compan .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.foodres.2025.116729
audience
International
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https://hal.inrae.fr/hal-05015843/file/1-s2.0-S0963996925010671-main.pdf BibTex
titre
A comparison of optimization techniques for large-scale allocation of soybean crops
auteur
Mathilde Chen, Alberto Tonda, George Katsirelos, David Makowski
article
ACM Transactions on Evolutionary Learning and Optimization, 2025, 24 p. ⟨10.1145/3744254⟩
identifiant
hal-05105887
Resume_court
The optimal allocation of crops to different parcels of land is a problem of paramount practical imp .....
typdoc
Journal articles
DOI
DOI : 10.1145/3744254
audience
International
Accès au texte intégral et bibtex
https://hal.inrae.fr/hal-05105887/file/613639.pdf BibTex

Conference papers

titre
The Use of ELAN GIS-Integrated Tool for Exploring Decentralized Wastewater Management by Treatment Wetlands
auteur
Zoé Legeai, Pascal Molle, Alberto Tonda, Nicolas Forquet
article
11th International Symposium On Wetland Pollutant Dynamics and Control, WETPOL, Sep 2025, Gdansk, Poland
identifiant
hal-05264641
typdoc
Conference papers
audience
International
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https://hal.inrae.fr/hal-05264641/file/Presentation_WETPOL_Gdansk_Zoe_Legeai.pdf BibTex
titre
Estimating the Learning Capacity of Bacterial Metabolic Networks
auteur
Bastien Mollet, Paul Ahavi, Antoine Cornuéjols, Jean-Loup Faulon, Evelyne Lutton, Alberto Tonda
article
Advances in Intelligent Data Analysis XXIII. IDA 2025, May 2025, Konstanz, Germany, Germany. pp.28-40, ⟨10.1007/978-3-031-91398-3_3⟩
identifiant
hal-05427376
Resume_court
Biocomputing has emerged as a promising field with the potential for energy-efficient computation, b .....
typdoc
Conference papers
DOI
DOI : 10.1007/978-3-031-91398-3_3
audience
International
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Other publications

titre
Balancing Metabolic Homeostasis and Enzyme Cost with Multi-Objective Evolutionary Algorithms
auteur
Arthur Lequertier, Alberto Tonda, Wolfram Liebermeister
article
2025, pp.855-858. ⟨10.1145/3712255.3726597⟩
identifiant
hal-05220393
Resume_court
The metabolic fluxes in cells are regulated by metabolites that bind to enzymes and modulate their a .....
typdoc
Other publications
DOI
DOI : 10.1145/3712255.3726597
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BibTex
titre
Inferring Reaction Elasticities from Metabolic Correlations in Cells Through Multi-objective Evolutionary Optimization
auteur
Arthur Lequertier, Wolfram Liebermeister, Alberto Tonda
article
2025, pp.323-337. ⟨10.1007/978-3-031-90062-4_20⟩
identifiant
hal-05056748
Resume_court
Parameter fitting in metabolic models can be challenging because experimental data are often noisy a .....
typdoc
Other publications
DOI
DOI : 10.1007/978-3-031-90062-4_20
Accès au texte intégral et bibtex
https://hal.inrae.fr/hal-05056748/file/EvoSTAR_2025__Multi_objective_Optimization_of_Cell_Models-second-submission.pdf BibTex

Poster communications

titre
Balancing Metabolic Homeostasis and Enzyme Cost with Multi-Objective Evolutionary Algorithms
auteur
Arthur Lequertier, Wolfram Liebermeister, Alberto Tonda
article
GECCO 2025, Jul 2025, Malaga, Espagne, Spain. pp.1
identifiant
hal-05195025
Resume_court
The metabolic fluxes in cells are regulated by metabolites that bind to enzymes and modulate their a .....
typdoc
Poster communications
audience
International
Accès au texte intégral et bibtex
https://hal.inrae.fr/hal-05195025/file/Poster_GECCO_2025_Malaga.pdf BibTex
titre
Inferring Reaction Elasticities from Metabolic Correlations in Cells through Multi-objective Evolutionary Optimization
auteur
Arthur Lequertier, Wolfram Liebermeister, Alberto Tonda
article
EvoStar 2025, Apr 2025, Trieste, Italy
identifiant
hal-05085279
Resume_court
Parameter fitting in metabolic models can be challenging because experimental data are often noisy a .....
typdoc
Poster communications
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-05085279/file/Poster_EvoStar_portrait.pdf BibTex

2024

Journal articles

titre
Methodology for biomarker discovery with reproducibility in microbiome data using machine learning
auteur
David Rojas-Velazquez, Sarah Kidwai, Aletta D Kraneveld, Alberto Tonda, Daniel Oberski, Johan Garssen, Alejandro Lopez-Rincon
article
BMC Bioinformatics, 2024, 25, ⟨10.1186/s12859-024-05639-3⟩
identifiant
hal-04946246
Resume_court
Background: In recent years, human microbiome studies have received increasing attention as this fie .....
typdoc
Journal articles
DOI
DOI : 10.1186/s12859-024-05639-3
audience
International
Accès au texte intégral et bibtex
https://hal.inrae.fr/hal-04946246/file/2024_Rojas%20Velazquez_BMC%20Bioinformatics.pdf BibTex

Conference papers

titre
Multi-objective optimization for large-scale allocation of soybean crops
auteur
Mathilde Chen, David Makowski, Alberto Tonda
article
GECCO '24: Genetic and Evolutionary Computation Conference, SIVECO; ACM, Jul 2024, Melbourne, Australia. pp.1174-1182, ⟨10.1145/3638529.3654026⟩
identifiant
hal-05057142
Resume_court
The optimal allocation of crops to different parcels of land is a problem of paramount practical imp .....
typdoc
Conference papers
DOI
DOI : 10.1145/3638529.3654026
audience
International
Accès au texte intégral et bibtex
https://hal.inrae.fr/hal-05057142/file/_GECCO_2024__Multi_objective_optimization_of_soybean_crops.pdf BibTex
titre
Comparison of Machine Learning-enhanced dynamic hybrid models for a nanobody scorpion antivenom production with Escherichia coli
auteur
Irene Martínez Menéndez, Juan Camilo Acosta-Pavas, David Camilo Corrales Munoz, Susana María Alonso Villela, Balkiss Bouhaouala-Zahar, Georgios Georgakilas, Konstantinos Mexis, Stefanos Xenios, Theodore Dalamagas, Antonis Kokosis, Michael J O'Donohue, Luc Fillaudeau, Nadia Boukhelifa, Alberto Tonda, César Arturo Aceves-Lara
article
21st International Conference on Distributed Computing and Artificial Intelligence (DCAI 2024), Jun 2024, Salamanca, Spain
identifiant
hal-04978277
Resume_court
This study compares several hybrid dynamic models built with offline data to optimize a nanobody pro .....
typdoc
Conference papers
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-04978277/file/DCAI24_Irene_MARTINEZ-MENENDEZ-paper.pdf BibTex

Poster communications

titre
To treat or not to treat: Predicting Asthma Patient' Responsiveness to Omalizumab Using Machine Learning
auteur
Sarah Kidwai, Pietro Barbiero, Irma Meijerman, Alberto Tonda, Paula Perez-Pardo, Pietro Lio’, A Maitland-van Der Zee, Daniel Oberski, A.D.Kraneveld Kraneveld, Alejandro Lopez-Rincon
article
UIPS biennial symposium 2024, Jan 2024, Utrecht, Netherlands
identifiant
hal-04634934
Resume_court
Not being well controlled by therapy with inhaled corticosteroids and long-acting β2 agonist bronch .....
typdoc
Poster communications
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-04634934/file/UU_UIPS_poster_SKFINAL_.pdf BibTex

2023

Journal articles

titre
Veni, Vidi, Evolvi commentary on W. B. Langdon’s “Jaws 30”
auteur
Giovanni Squillero, Alberto Tonda
article
Genetic Programming and Evolvable Machines, 2023, 24 (2), pp.24. ⟨10.1007/s10710-023-09472-0⟩
identifiant
hal-04307703
Resume_court
Genetic programming (GP) has been pushing the boundaries of what a computer may achieve in an autono .....
typdoc
Journal articles
DOI
DOI : 10.1007/s10710-023-09472-0
audience
International
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https://hal.science/hal-04307703/file/Veni_Vidi_Evolvi_commentary_on_W_B_Langdons_Jaws_.pdf BibTex
titre
A robust mRNA signature obtained via recursive ensemble feature selection predicts the responsiveness of omalizumab in moderate‐to‐severe asthma
auteur
Sarah Kidwai, Pietro Barbiero, Irma Meijerman, Alberto Tonda, Paula Perez-Pardo, Pietro Lio ́, Anke van der Maitland-Zee, Daniel L Oberski, Aletta D Kraneveld, Alejandro Lopez-Rincon
article
Clinical and Translational Allergy, 2023, 13 (11), ⟨10.1002/clt2.12306⟩
identifiant
hal-04307712
Resume_court
Abstract Background Not being well controlled by therapy with inhaled corticosteroids and long‐act .....
typdoc
Journal articles
DOI
DOI : 10.1002/clt2.12306
audience
International
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https://hal.science/hal-04307712/file/Clinical%20%20%20Translational%20All%20-%202023%20-%20Kidwai%20-%20A%20robust%20mRNA%20signature%20obtained%20via%20recursive%20ensemble%20feature%20selection.pdf BibTex
titre
Machine learning approaches in microbiome research: challenges and best practices
auteur
Georgios Papoutsoglou, Sonia Tarazona, Marta B Lopes, Thomas Klammsteiner, Eliana Ibrahimi, Julia Eckenberger, Pierfrancesco Novielli, Alberto Tonda, Andrea Simeon, Rajesh Shigdel, Stéphane Béreux, Giacomo Vitali, Sabina Tangaro, Leo Lahti, Andriy Temko, Marcus J Claesson, Magali Berland
article
Frontiers in Microbiology, 2023, 14, ⟨10.3389/fmicb.2023.1261889⟩
identifiant
hal-04228902
Resume_court
Microbiome data predictive analysis within a machine learning (ML) workflow presents numerous domain .....
typdoc
Journal articles
DOI
DOI : 10.3389/fmicb.2023.1261889
pubmedId
Pubmed icone : 37808286
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-04228902/file/fmicb-14-1261889.pdf BibTex
titre
An Innovative AI-based primer design tool for precise and accurate detection of SARS-CoV-2 variants of concern
auteur
Carmina Angelica Perez-Romero, Lucero Mendoza-Maldonado, Alberto Tonda, Etienne Coz, Patrick Tabeling, Jessica Vanhomwegen, John Macsharry, Joanna Szafran, Lucina Bobadilla-Morales, Alfredo Corona-Rivera, Eric Claassen, Johan Garssen, Aletta Kraneveld, Alejandro Lopez-Rincon
article
Scientific Reports, 2023, 13 (1), pp.15782. ⟨10.1038/s41598-023-42348-y⟩
identifiant
hal-04228894
Resume_court
Abstract As the COVID-19 pandemic winds down, it leaves behind the serious concern that future, even .....
typdoc
Journal articles
DOI
DOI : 10.1038/s41598-023-42348-y
pubmedId
Pubmed icone : 37737287
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-04228894/file/s41598-023-42348-y.pdf BibTex
titre
Environmental impact potential of insect production chains for food and feed in Europe
auteur
Sergiy Smetana, Anita Bhatia, Uday Batta, Nisrine Mouhrim, Alberto Tonda
article
Animal Frontiers, 2023, 13 (4), pp.112 - 120. ⟨10.1093/af/vfad033⟩
identifiant
hal-04228910
Resume_court
Insects can address sustainability issues associated with current food systems by providing an alter .....
typdoc
Journal articles
DOI
DOI : 10.1093/af/vfad033
audience
International
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https://hal.science/hal-04228910/file/10.1093-af-vfad033-environmental-impact.pdf BibTex
titre
An Intercontinental Machine Learning Analysis of Factors Explaining Consumer Awareness of Food Risk
auteur
Alberto Tonda, Christian Reynolds, Rallou Thomopoulos
article
Future Foods, 2023, 7, pp.100233. ⟨10.1016/j.fufo.2023.100233⟩
identifiant
hal-04140336
Resume_court
Food safety is a common concern at the household level, with important variations across different c .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.fufo.2023.100233
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-04140336/file/Tonda-FF-2023-CC-BY-NC-ND.pdf BibTex
titre
Handling ecosystem service trade-offs: the importance of the spatial scale at which no-loss constraints are posed
auteur
Yong Shi, Alberto Tonda, Francesco Accatino
article
Landscape Ecology, 2023, 38 (1163-1175), ⟨10.1007/s10980-023-01635-9⟩
identifiant
hal-04068508
Resume_court
Context Managing land use to promote an ecosystem service (ES) without reducing others is challengin .....
typdoc
Journal articles
DOI
DOI : 10.1007/s10980-023-01635-9
audience
International
Accès au texte intégral et bibtex
https://hal.inrae.fr/hal-04068508/file/Preprint_Manuscript-MultiScaleOptimisation-ShiEtAl-rev_NoFIG_LandscapeEcol_SUBMITTED.pdf BibTex
titre
A primer on predictive techniques for food and bioresources transformation processes
auteur
Jason Sicard, Sophie Barbe, Rachel Boutrou, Laurent Bouvier, Guillaume Delaplace, Gwenaëlle Lashermes, Laetitia Theron, Olivier Vitrac, Alberto Tonda
article
Journal of Food Process Engineering, 2023, ⟨10.1111/jfpe.14325⟩
identifiant
hal-04040429
Resume_court
To meet current societal demand for more sustainable transformation processes and bioresources, thes .....
typdoc
Journal articles
DOI
DOI : 10.1111/jfpe.14325
audience
International
Accès au texte intégral et bibtex
https://hal.inrae.fr/hal-04040429/file/J%20Food%20Process%20Engineering%20-%202023%20-%20Sicard%20-%20A%20primer%20on%20predictive%20techniques%20for%20food%20and%20bioresources%20transformation.pdf BibTex
titre
Optimization models for sustainable insect production chains
auteur
Nisrine Mouhrim, Daniela A. Peguero, Ashley Green, B. Silva, A. Bhatia, D. Ristic, Alberto Tonda, A. Mathys, S. Smetana
article
Journal of Insects as Food and Feed, In press, ⟨10.1163/23524588-20230148⟩
identifiant
hal-04321043
Resume_court
Insect value chains are a complex system with non-linear links between many economic, environmental, .....
typdoc
Journal articles
DOI
DOI : 10.1163/23524588-20230148
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-04321043/file/Insect%20production%20chains%20-%20JIFF-%20Round%202.pdf BibTex
titre
Predicting odor profile of food from its chemical composition: Towards an approach based on artificial intelligence and flavorists expertise
auteur
Nathalie Mejean Perrot, Alice Roche, Alberto Tonda, Evelyne Lutton, Thierry Thomas-Danguin
article
Mathematical Biosciences and Engineering, 2023, 20 (12), pp.20528-20552. ⟨10.3934/mbe.2023908⟩
identifiant
hal-04336187
Resume_court
Odor is central to food quality. Still, a major challenge is to understand how the odorants present .....
typdoc
Journal articles
DOI
DOI : 10.3934/mbe.2023908
audience
International
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BibTex

Conference papers

titre
Bayesian Optimization for the Inverse Problem in Electrocardiography
auteur
Alejandro Lopez-Rincon, David Rojas-Velazquez, Johan Garssen, Sander van der Laan, Daniel Oberski, Alberto Tonda
article
IEEE Symposium Series on Computational Intelligence, Dec 2023, Mexico City, Mexico
identifiant
hal-04358064
Resume_court
The inverse problem in electrocardiography is an ill-posed problem where the objective is to reconst .....
typdoc
Conference papers
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-04358064/file/IEEE_Bayesian_Optimization_for_the_Inverse_Problem_in_Electrocardiography.pdf BibTex
titre
Using Bayesian Optimization to Calculate Conductivity in an Electrolytic Fluid for the Forward Problem in Electrocardiography
auteur
David Rojas-Velazquez, Alberto Tonda, Johan Garssen, Alejandro Lopez-Rincon
article
Netherlands society for Biomaterials and Tissue Engineering, NBTE, Dec 2023, Lunteren, Netherlands
identifiant
hal-04441191
Resume_court
The ability of an electrolyte solution to transmit electricity is known as its conductivity, which i .....
typdoc
Conference papers
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-04441191/file/Abstract_NBTE.pdf BibTex
titre
Deep Concept Reasoning: Beyond the Accuracy-Interpretability Trade-Off
auteur
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Liò, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra
article
Workshop on Neuro-Explicit AI and Expert-informed Machine Learning for Engineering and Physical Sciences, of the European Conference on Machine Learning and Principles and Practices of Knowledge Discovery in Databases (ECML-PKDD) 2023, Sep 2023, Torino, Italy
identifiant
hal-04244408
typdoc
Conference papers
audience
International
Accès au bibtex
BibTex
titre
Formalizing Explainable AI Notions: A Category Theory Approach
auteur
Pietro Barbiero, Stefano Fioravanti, Francesco Giannini, Alberto Tonda, Pietro Liò, Elena Di Lavore
article
Workshop on Neuro-Explicit AI and Expert-informed Machine Learning for Engineering and Physical Sciences, of the European Conference on Machine Learning and Principles and Practices of Knowledge Discovery in Databases (ECML-PKDD) 2023, Sep 2023, Torino, Italy
identifiant
hal-04244390
typdoc
Conference papers
audience
International
Accès au bibtex
BibTex
titre
Interpretable Neural-Symbolic Concept Reasoning
auteur
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra
article
International Conference on Machine Learning (ICML), Jul 2023, Hawaii, United States. ⟨10.48550/arXiv.2304.14068⟩
identifiant
hal-04244362
Resume_court
Deep learning methods are highly accurate, yet their opaque decision process prevents them from earn .....
typdoc
Conference papers
DOI
DOI : 10.48550/arXiv.2304.14068
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-04244362/file/2023-icml-interpretable-neural-symbolic-concept-reasoning.pdf BibTex
titre
Towards Evolutionary Control Laws for Viability Problems
auteur
Alberto Tonda, Isabelle Alvarez, Sophie Martin, Giovanni Squillero, Evelyne Lutton
article
GECCO '23: Genetic and Evolutionary Computation Conference, Jul 2023, Lisbon Portugal, France. pp.1464-1472, ⟨10.1145/3583131.3590415⟩
identifiant
hal-04230169
Resume_court
The mathematical theory of viability, developed to formalize problems related to natural and social .....
typdoc
Conference papers
DOI
DOI : 10.1145/3583131.3590415
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-04230169/file/_GECCO_2023__Evolutionary_Viability_Theory.pdf BibTex
titre
Interpretable Neural-Symbolic Concept Reasoning ⋆
auteur
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lió, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra
article
NeSy 2023 - 17th International Workshop on Neural-Symbolic Learning and Reasoning, Jul 2023, Certosa di Pontignano, Siena, Italy. ⟨10.48550/arXiv.2304.14068⟩
identifiant
hal-04244373
Resume_court
Deep learning methods are highly accurate, yet their opaque decision process prevents them from earn .....
typdoc
Conference papers
DOI
DOI : 10.48550/arXiv.2304.14068
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-04244373/file/2023-nesy-paper41.pdf BibTex
titre
Multi-Objective Evolutionary Discretization of Gene Expression Profiles: Application to COVID-19 Severity Prediction
auteur
David Rojas-Velazquez, Alberto Tonda, Itzel Rodriguez-Guerra, Aletta Kraneveld, Alejandro Lopez-Rincon
article
EvoAPPs, Apr 2023, Brno, Czech Republic. pp.703-717, ⟨10.1007/978-3-031-30229-9_45⟩
identifiant
hal-04230189
typdoc
Conference papers
DOI
DOI : 10.1007/978-3-031-30229-9_45
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-04230189/file/EvoSTAR_2023___Discretization_of_Patient_s_Profiles.pdf BibTex
titre
MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning
auteur
Hengzhe Zhang, Qi Chen, Alberto Tonda, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
article
26th European Conference, EuroGP, Apr 2023, Brno, Czech Republic. pp.84-100, ⟨10.1007/978-3-031-29573-7_6⟩
identifiant
hal-04230184
Resume_court
Evolutionary ensemble learning methods with Genetic Programming have achieved remarkable results on .....
typdoc
Conference papers
DOI
DOI : 10.1007/978-3-031-29573-7_6
audience
International
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https://hal.science/hal-04230184/file/samplepaper_unblinded.pdf BibTex
titre
Direct Comparative Analysis of Nature-inspired Optimization Algorithms on Community Detection Problem in Social Networks
auteur
Soumita Das, Bijita Singha, Alberto Tonda, Anupam Biswas
article
4th International Conference on Mobile Computing and Sustainable Informatics, Jan 2023, Lalitpur, Nepal. pp.629-642, ⟨10.1007/978-981-99-0835-6_45⟩
identifiant
hal-04230208
Resume_court
Nature-inspired optimization Algorithms (NIOAs) are nowadays a popular choice for community detectio .....
typdoc
Conference papers
DOI
DOI : 10.1007/978-981-99-0835-6_45
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-04230208/file/2212.10797.pdf BibTex

Poster communications

titre
Neural-like computation using bacterial metabolism to solve machine-learning problems
auteur
Paul Ahavi, Bastien Mollet, Antoine Cornuéjols, Evelyne Lutton, Alberto Tonda, Audrey Le Gouellec, Jean-Loup Faulon
article
DIM BioConvS - Innovation Day, Nov 2023, St-Ouen, France
identifiant
hal-04312782
Resume_court
Throughout evolution, bacteria have acquired the ability to sense variations of the concentrations o .....
typdoc
Poster communications
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-04312782/file/Poster_BioSynSys23v3%20%281%29.pdf BibTex
titre
Solving regression problems using bacterial metabolism
auteur
Paul Ahavi, Bastien Mollet, Antoine Cornuéjols, Evelyne Lutton, Alberto Tonda, Audrey Le Gouellec, Jean-Loup Faulon
article
2023 Living Machines @ Work day, Oct 2023, Gif-sur-Yvette, France.
identifiant
hal-04312498
Resume_court
Throughout evolution, bacteria have acquired the ability to sense variations of the concentrations o .....
typdoc
Poster communications
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-04312498/file/Poster_BioSynSys23v3%20%281%29.pdf BibTex
titre
Evaluation of information processing capacity of bacterial metabolism through regression problem solving
auteur
Paul Ahavi, Bastien Mollet, Antoine Cornuéjols, Evelyne Lutton, Alberto Tonda, Audrey Le Gouellec, Jean-Loup Faulon
article
BioSynSys 2023 - Symposium on Synthetic and Systems Biology, Jul 2023, Toulouse, France
identifiant
hal-04287846
Resume_court
Throughout evolution, bacteria have acquired the ability to sense variations of the concentrations o .....
typdoc
Poster communications
audience
National
Accès au texte intégral et bibtex
https://hal.science/hal-04287846/file/Poster_BioSynSys23v3%20%281%29.pdf BibTex

Preprints, Working Papers, ...

titre
Machine learning for agri-food processes: 4 learning from data, human knowledge and interactions| Book chapter Part of ISBN: 9780323984836 Current developments in biotechnology and bioengineering 2022
auteur
Nathalie Mejean-Perrot, Alberto Tonda, Nadia Boukhelifa, Ilaria Brunetti, Anastasia Bezerianos, Evelyne Lutton
article
2023
identifiant
hal-04298862
Resume_court
This chapter presents three examples of data-based machine learning on time series. The common denom .....
typdoc
Preprints, Working Papers, ...
Accès au texte intégral et bibtex
https://hal.science/hal-04298862/file/Ch%2010%20final-manuscript_forhal.pdf BibTex

2022

Journal articles

titre
Looking for archetypes: Applying game data mining to hearthstone decks
auteur
Antonio M Mora, Alberto Tonda, Antonio J Fernández-Ares, Pablo García-Sánchez
article
Entertainment Computing, 2022, 43, pp.100498. ⟨10.1016/j.entcom.2022.100498⟩
identifiant
hal-03815494
Resume_court
Digital Collectible Cards Games such as Hearthstone have become a very prolific test-bed for Artific .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.entcom.2022.100498
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-03815494/file/ENTCOM-Mora-2022-Preprint-Hearthstone_Dataset.pdf BibTex
titre
A virtual sensor for backlash in robotic manipulators
auteur
Eliana Giovannitti, Sayyidshahab Nabavi, Giovanni Squillero, Alberto Tonda
article
Journal of Intelligent Manufacturing, 2022, 33 (7), pp.1921 - 1937. ⟨10.1007/s10845-022-01934-z⟩
identifiant
hal-03815502
Resume_court
Gear backlash is a quite serious problem in industrial robots, it causes vibrations and impairs the .....
typdoc
Journal articles
DOI
DOI : 10.1007/s10845-022-01934-z
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-03815502/file/Journal%20of%20Intelligent%20Manufacturing%20-%20s10845-022-01934-z.pdf BibTex
titre
A decision-support system to predict grape berry quality and wine potential for a Chenin vineyard
auteur
Nathalie Mejean-Perrot, Alberto Tonda, Ilaria Brunetti, Hervé Guillemin, Bruno Perret, Etienne Goulet, Laurence Guerin, Daniel Picque
article
Computers and Electronics in Agriculture, 2022, 200, pp.107167. ⟨10.1016/j.compag.2022.107167⟩
identifiant
hal-03815449
Resume_court
Grape berry ripening is a complex process, and predicting the quality of wine starting from the ripe .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.compag.2022.107167
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-03815449/file/article%20pour%20Vin_revised_version_15062022_vuAT.pdf BibTex

Conference papers

titre
Fine-Grained Cooperative Coevolution in a Single Population: Between Evolution and Swarm Intelligence
auteur
Evelyne Lutton, Shatha F. Al-Maliki, Jean Louchet, Alberto Tonda, Franck Vidal
article
Artificial Evolution, Oct 2022, Exeter (England), United Kingdom. ⟨10.1007/978-3-031-42616-2_8⟩
identifiant
hal-04245024
Resume_court
Particle Swarm Optimisation (PSO) and Evolutionary Algorithms (EAs) differ in various ways, in parti .....
typdoc
Conference papers
DOI
DOI : 10.1007/978-3-031-42616-2_8
audience
International
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https://hal.science/hal-04245024/file/2022-LuttonEA2022-Final.pdf BibTex
titre
An evolutionary approach to the discretization of gene expression profiles to predict the severity of COVID-19
auteur
Nisrine Mouhrim, Alberto Tonda, Itzel Rodríguez-Guerra, Aletta D Kraneveld, Alejandro Lopez Rincon
article
GECCO 2022, Jul 2022, Boston, United States. ⟨10.1145/3520304.3529001⟩
identifiant
hal-03818208
Resume_court
In this work, we propose to use a state-of-the-art evolutionary algorithm to set the discretization .....
typdoc
Conference papers
DOI
DOI : 10.1145/3520304.3529001
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-03818208/file/GECCO_2022___Work_with_Alejandro___Poster.pdf BibTex
titre
Towards multi-objective optimization of sustainable insect production chains
auteur
Nisrine Mouhrim, Sergiy Smetana, Anita Bhatia, Alexander Mathys, Ashley Green, Daniela Peguero, Alberto Tonda
article
Genetic and Evolutionary Computation Conference (GECCO '22), Jul 2022, Boston, MA, United States. pp.352-355, ⟨10.1145/3520304.3528898⟩
identifiant
hal-03818197
Resume_court
Due to the relatively recent history of industrial insect farming, there are still no extensive stud .....
typdoc
Conference papers
DOI
DOI : 10.1145/3520304.3528898
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-03818197/file/GECCO_2022___Work_with_Nisrine___Poster.pdf BibTex
titre
Agent-based modelling of enzymatic digestion using experimental data
auteur
Evelyne Lutton, Beichen Ji, Alberto Tonda, François Boué
article
FRCCS 2022 - French Regional Conference on Complex Systems, CNRS; Laboratoire de Physique Théorique et Modélisation (CERGY), Jun 2022, Paris, France
identifiant
hal-03818238
Resume_court
Human digestion is a complex process that involves diffusion and reaction effects where enzymes gove .....
typdoc
Conference papers
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-03818238/file/Beichen_abstract_FrCCS2022.pdf BibTex
titre
An intercontinental machine learning analysis of factors explaining consumer awareness about food risk
auteur
Alberto Tonda, Christian Reynolds, Nisrine Mouhrim, Rallou Thomopoulos
article
FoodSim 2022 - 12. Biennial FOODSIM Conference, Apr 2022, Ghent, Belgium
identifiant
hal-03770730
Resume_court
This paper investigates to what extent food safety is perceived as a concern at the household level .....
typdoc
Conference papers
audience
International
Accès au texte intégral et bibtex
https://hal.inrae.fr/hal-03770730/file/final_paper_FOOD_CHAIN_03.pdf BibTex

Book sections

titre
Predictable Features Elimination: An Unsupervised Approach to Feature Selection
auteur
Pietro Barbiero, Giovanni Squillero, Alberto Tonda
article
Machine Learning, Optimization, and Data Science, 13163, Springer International Publishing, pp.399-412, 2022, Lecture Notes in Computer Science, 978-3-030-95467-3. ⟨10.1007/978-3-030-95467-3_29⟩
identifiant
hal-03834623
Resume_court
We propose an unsupervised, model-agnostic, wrapper method for feature selection. We assume that if .....
typdoc
Book sections
DOI
DOI : 10.1007/978-3-030-95467-3_29
audience
International
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https://hal.science/hal-03834623/file/2021_LOD___Predictable_Feature_Elimination__take_3_.pdf BibTex
titre
Consumers' Motivations towards Environment-Friendly Dietary Changes: An Assessment of Trends Related to the Consumption of Animal Products
auteur
Rallou Thomopoulos, Nicolas Salliou, Patrick Taillandier, Alberto Tonda
article
Walter Leal Filho; Ilija Djekic; Sergiy Smetana; Marina Kovaleva. Handbook of Climate Change Across the Food Supply Chain, Springer, pp.305-319, 2022, Climate Change Management (CCM), 978-3-030-87933-4. ⟨10.1007/978-3-030-87934-1_17⟩
identifiant
hal-02948373
Resume_court
In the context of global warming and environmental pressure, food chains must adapt to new productio .....
typdoc
Book sections
DOI
DOI : 10.1007/978-3-030-87934-1_17
audience
International
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https://hal.science/hal-02948373/file/Thomopoulos_et_al_AuthorVersion.pdf BibTex
titre
Machine learning for agri-food processes: learning from data, human knowledge and interactions
auteur
Nathalie Mejean Perrot, Alberto Tonda, Nadia Boukhelifa, Ilaria Brunetti, Anastasia Bezerianos, Evelyne Lutton
article
Current Developments in Biotechnology and Bioengineering, Elsevier, pp.261-286, 2022, ⟨10.1016/B978-0-323-91167-2.00006-X⟩
identifiant
hal-04230255
Resume_court
This chapter presents three examples of data-based machine learning on time series. The common denom .....
typdoc
Book sections
DOI
DOI : 10.1016/B978-0-323-91167-2.00006-X
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-04230255/file/chapter_all_V1.docx.pdf BibTex

Habilitation à diriger des recherches

titre
Computational Intelligence Techniques for Food and Health Sciences
auteur
Alberto Tonda
article
Computer Science [cs]. Université Paris-Saclay, 2022
identifiant
tel-04442176
typdoc
Habilitation à diriger des recherches
Accès au texte intégral et bibtex
https://hal.science/tel-04442176/file/HDR_Manuscript___backup%20%281%29.pdf BibTex

2021

Journal articles

titre
An evolutionary framework for maximizing influence propagation in social networks
auteur
Giovanni Iacca, Kateryna Konotopska, Doina Bucur, Alberto Tonda
article
Software Impacts, 2021, 9, ⟨10.1016/j.simpa.2021.100107⟩
identifiant
hal-04244430
Resume_court
Social networks are one the main sources of information transmission nowadays. However, not all node .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.simpa.2021.100107
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-04244430/file/2021-1-s2.0-S2665963821000415-main.pdf BibTex
titre
Modelling Processes and Products in the Cereal Chain
auteur
Otilia Carvalho, Maria Charalambides, Ilija Djekić, Christos Athanassiou, Serafim Bakalis, Jose Benedito, Aurelien Briffaz, Cristina Castañé, Guy Della Valle, Isabel Maria Nunes de Sousa, Ferruh Erdogdu, Aberham Hailu Feyissa, Nickolas Kavallieratos, Alexandros Koulouris, Milica Pojić, Anabela Raymundo, Jordi Riudavets, Fabrizio Sarghini, Pasquale Trematerra, Alberto Tonda
article
Foods, 2021, 10 (1), pp.82. ⟨10.3390/foods10010082⟩
identifiant
hal-03149019
Resume_court
In recent years, modelling techniques have become more frequently adopted in the field of food proce .....
typdoc
Journal articles
DOI
DOI : 10.3390/foods10010082
pubmedId
Pubmed icone : 33406629
audience
International
Accès au texte intégral et bibtex
https://hal.inrae.fr/hal-03149019/file/foods-10-00082.pdf BibTex
titre
Classification and specific primer design for accurate detection of SARS-CoV-2 using deep learning
auteur
Alejandro Lopez-Rincon, Alberto Tonda, Lucero Mendoza-Maldonado, Daphne Mulders, Richard Molenkamp, Carmina Perez-Romero, Eric Claassen, Johan Garssen, Aletta Kraneveld
article
Scientific Reports, 2021, 11, pp.947. ⟨10.1038/s41598-020-80363-5⟩
identifiant
hal-03122094
Resume_court
In this paper, deep learning is coupled with explainable artificial intelligence techniques for the .....
typdoc
Journal articles
DOI
DOI : 10.1038/s41598-020-80363-5
pubmedId
Pubmed icone : 33441822
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-03122094/file/2021_Lopez-Rincon_srep.pdf BibTex

Conference papers

titre
Multi-Objective Optimization for Sustainable Insect Chains
auteur
Alberto Tonda, Ashley Green, Sayed Mahdi Hossaini, Alexander Mathys, Daniela Peguero, Sergiy Smetana
article
EAAP 2021, 72nd Annual Meeting of the European Federation of Animal Science, Aug 2021, Davos, Switzerland
identifiant
hal-03834646
typdoc
Conference papers
audience
International
Accès au bibtex
BibTex
titre
Design of specific primer sets for SARS-CoV-2 variants using evolutionary algorithms
auteur
Alejandro Lopez Rincon, Carmina a Perez Romero, Lucero Mendoza Maldonado, Eric Claassen, Johan Garssen, Aletta D Kraneveld, Alberto Tonda
article
GECCO '21: Genetic and Evolutionary Computation Conference, Jul 2021, Lille, France. pp.982-990, ⟨10.1145/3449639.3459359⟩
identifiant
hal-03834630
typdoc
Conference papers
DOI
DOI : 10.1145/3449639.3459359
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-03834630/file/GECCO_2021___Primers_with_EAs%20%281%29.pdf BibTex
titre
Exploiting Artificial Swarms for the Virtual Measurement of Backlash in Industrial Robots
auteur
Eliana Giovannitti, Sayyidshahab Nabavi, Giovanni Squillero, Alberto Tonda
article
2021 IEEE Congress on Evolutionary Computation (CEC), Jun 2021, Kraków, France. pp.1743-1750, ⟨10.1109/CEC45853.2021.9504962⟩
identifiant
hal-03834628
Resume_court
The backlash is a lost motion in a mechanism created by gaps between its parts. It causes vibrations .....
typdoc
Conference papers
DOI
DOI : 10.1109/CEC45853.2021.9504962
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-03834628/file/2021_CEC___Backlash_1_5.pdf BibTex
titre
Assessing Trends on Consumption of Animal Products Through a Machine Learning Analysis of Consumer Motivations
auteur
Rallou Thomopoulos, Nicolas Salliou, Patrick Taillandier, Alberto Tonda
article
Online Workshop on Computational Approaches in Eating Behavior Research, Jan 2021, Online, France
identifiant
hal-03834642
Resume_court
Consumer demand is constantly evolving, and in recent years plant-based diets are becoming more appe .....
typdoc
Conference papers
audience
International
Accès au bibtex
BibTex

Book sections

titre
Discovering Hierarchical Neural Archetype Sets
auteur
Gabriele Ciravegna, Pietro Barbiero, Giansalvo Cirrincione, Giovanni Squillero, Alberto Tonda
article
Progresses in Artificial Intelligence and Neural Systems, 184, Springer Singapore, pp.255-267, 2021, Smart Innovation, Systems and Technologies, ⟨10.1007/978-981-15-5093-5_24⟩
identifiant
hal-03845690
Resume_court
In the field of machine learning, coresets are defined as subsets of the training set that can be us .....
typdoc
Book sections
DOI
DOI : 10.1007/978-981-15-5093-5_24
audience
International
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titre
Modelling Asthma Patients’ Responsiveness to Treatment Using Feature Selection and Evolutionary Computation
auteur
Alejandro Lopez-Rincon, Daphne S Roozendaal, Hilde M Spierenburg, Asta L Holm, Renee Metcalf, Paula Perez-Pardo, Aletta D Kraneveld, Alberto Tonda
article
Applications of Evolutionary Computation, 12694, Springer International Publishing, pp.359-372, 2021, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-72699-7_23⟩
identifiant
hal-03834636
Resume_court
For several medical treatments, it is possible to observe transcriptional variations in gene express .....
typdoc
Book sections
DOI
DOI : 10.1007/978-3-030-72699-7_23
audience
International
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https://hal.science/hal-03834636/file/EvoSTAR2021.pdf BibTex

2020

Journal articles

titre
Vers une action collective à l'échelle des paysages
auteur
Mourad Hannachi, Véronique Souchère, Samuel Buèche, Marc Dupayage,, Bastien Boquet,, J-P Pardoux,, Elsa Berthet, Anne Deredec, Alberto Tonda, P Pluquet, J.P. Leroy, Aurélie Albaut,, Jacques Blarel, Jérôme Lecuyer, Claude Gazet, Muriel Leuba, Élodie Gagliardi, Karine Leleu, Philippe Leclercq, Émilien Quilliot, Jérôme Pernel, Marc Declemy, Bruno Chauvel, Anne-Sophie Walker
article
Phytoma la Défense des Végétaux, 2020, 733
identifiant
hal-02945085
typdoc
Journal articles
audience
International
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BibTex
titre
Two complementary methods for the computational modeling of cleaning processes in food industry
auteur
Hannes Deponte, Alberto Tonda, Nathalie Gottschalk, Laurent Bouvier, Guillaume Delaplace, Wolfgang Augustin, Stephan Scholl
article
Computers & Chemical Engineering, 2020, 135, pp.106733. ⟨10.1016/j.compchemeng.2020.106733⟩
identifiant
hal-02481558
typdoc
Journal articles
DOI
DOI : 10.1016/j.compchemeng.2020.106733
audience
International
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BibTex
titre
Optimizing Hearthstone agents using an evolutionary algorithm
auteur
Pablo Garcia-Sanchez, Alberto Tonda, Antonio Fernández-Leiva, Carlos Cotta
article
Knowledge-Based Systems, 2020, 188, pp.105032. ⟨10.1016/j.knosys.2019.105032⟩
identifiant
hal-02481567
typdoc
Journal articles
DOI
DOI : 10.1016/j.knosys.2019.105032
audience
International
Accès au bibtex
BibTex
titre
Machine Learning-Based Ensemble Recursive Feature Selection of Circulating miRNAs for Cancer Tumor Classification
auteur
Alejandro Lopez-Rincon, Lucero Mendoza-Maldonado, Marlet Martinez-Archundia, Alexander Schönhuth, Aletta Kraneveld, Johan Garssen, Alberto Tonda
article
Cancers, 2020, 12 (7), pp.1785. ⟨10.3390/cancers12071785⟩
identifiant
hal-03122107
Resume_court
Circulating microRNAs (miRNA) are small noncoding RNA molecules that can be detected in bodily fluid .....
typdoc
Journal articles
DOI
DOI : 10.3390/cancers12071785
pubmedId
Pubmed icone : 32635415
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-03122107/file/2020_Lopez%20Rincon_Cancers%20MDPI.pdf BibTex

Conference papers

titre
Modelling Approaches for Sustainable Insect Production Chains
auteur
Sergiy Smetana, Philipp Meister, Alberto Tonda
article
71st Annual Meeting of the European Federation of Animal Science, Dec 2020, Virtual, Portugal
identifiant
hal-04244496
typdoc
Conference papers
audience
International
Accès au bibtex
BibTex
titre
Data Mining of Deck Archetypes in Hearthstone
auteur
Pablo García-Sánchez, Antonio Fernández Ares, Alberto Tonda, Antonio Mora
article
CoSECiVi 2020, VI Congreso de la Sociedad Española para las Ciencias del Videojuego, Oct 2020, Madrid, Spain. pp.132-144
identifiant
hal-03122121
Resume_court
Computer games have become a very interesting environment or testbed to develop new algorithms in ma .....
typdoc
Conference papers
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-03122121/file/2020_Garcia%20Sanchez_Data%20mining.pdf BibTex
titre
Environmental Modelling in the Food Supply Chain - Future Perspectives
auteur
Ilija Djekic, Jan van Impe, Alberto Tonda
article
FoodSIM 2020, 11th bi-annual International Conference on Modelling and Simulation in Food Engineering, Sep 2020, Ghent, Belgium
identifiant
hal-03122116
Resume_court
Interaction of food systems and the environment has been in research focus for many years. In order .....
typdoc
Conference papers
audience
International
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BibTex
titre
Batch correction of genomic data in chronic fatigue syndrome using CMA-ES
auteur
Alejandro Lopez Rincon, Aletta Kraneveld, Alberto Tonda
article
GECCO '20: Genetic and Evolutionary Computation Conference, Jul 2020, Cancún Mexico, Mexico. pp.277-278, ⟨10.1145/3377929.3389947⟩
identifiant
hal-03122114
Resume_court
Modern genomic sequencing machines can measure thousands of probes from different specimens. Neverth .....
typdoc
Conference papers
DOI
DOI : 10.1145/3377929.3389947
audience
International
Accès au bibtex
BibTex
titre
Evolutionary algorithms and machine learning
auteur
Giovanni Squillero, Alberto Tonda
article
GECCO '20: Genetic and Evolutionary Computation Conference, Jul 2020, Cancún Mexico, Mexico. pp.1190-1205, ⟨10.1145/3377929.3389863⟩
identifiant
hal-03122112
typdoc
Conference papers
DOI
DOI : 10.1145/3377929.3389863
audience
International
Accès au bibtex
BibTex

Book sections

titre
Understanding Cancer Phenomenon at Gene Expression Level by using a Shallow Neural Network Chain
auteur
Pietro Barbiero, Andrea Bertotti, Gabriele Ciravegna, Giansalvo Cirrincione, Elio Piccolo, Alberto Tonda
article
Neural Approaches to Dynamics of Signal Exchanges, pp.281-290, 2020, ⟨10.1007/978-981-13-8950-4_26⟩
identifiant
hal-02481678
typdoc
Book sections
DOI
DOI : 10.1007/978-981-13-8950-4_26
audience
International
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BibTex
titre
A Novel Outlook on Feature Selection as a Multi-objective Problem
auteur
Pietro Barbiero, Evelyne Lutton, Giovanni Squillero, Alberto Tonda
article
Artificial Evolution, pp.68-81, 2020, ⟨10.1007/978-3-030-45715-0_6⟩
identifiant
hal-03354048
typdoc
Book sections
DOI
DOI : 10.1007/978-3-030-45715-0_6
audience
International
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BibTex
titre
Generating Neural Archetypes to Instruct Fast and Interpretable Decisions
auteur
Pietro Barbiero, Gabriele Ciravegna, Giansalvo Cirrincione, Alberto Tonda, Giovanni Squillero
article
Decision Economics: Complexity of Decisions and Decisions for Complexity, pp.45-52, 2020, ⟨10.1007/978-3-030-38227-8_6⟩
identifiant
hal-02481603
typdoc
Book sections
DOI
DOI : 10.1007/978-3-030-38227-8_6
audience
International
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BibTex
titre
Virtual Measurement of the Backlash Gap in Industrial Manipulators
auteur
Eliana Giovannitti, Giovanni Squillero, Alberto Tonda
article
Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing 7th International Conference, SEMCCO 2019, and 5th International Conference, FANCCO 2019, Maribor, Slovenia, July 10–12, 2019, Revised Selected Papers, pp.189-200, 2020, ⟨10.1007/978-3-030-37838-7_17⟩
identifiant
hal-02481585
typdoc
Book sections
DOI
DOI : 10.1007/978-3-030-37838-7_17
audience
International
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BibTex

2019

Journal articles

titre
A mathematical model for the prediction of the whey protein fouling mass in a pilot scale plate heat exchanger
auteur
Yingying Gu, Laurent Bouvier, Alberto Tonda, Guillaume Delaplace
article
Food Control, 2019, 106, pp.106729. ⟨10.1016/j.foodcont.2019.106729⟩
identifiant
hal-02481576
typdoc
Journal articles
DOI
DOI : 10.1016/j.foodcont.2019.106729
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-02481576/file/S095671351930310X.pdf BibTex
titre
Inspyred: Bio-inspired algorithms in Python
auteur
Alberto Tonda
article
Genetic Programming and Evolvable Machines, 2019, ⟨10.1007/s10710-019-09367-z⟩
identifiant
hal-02481564
typdoc
Journal articles
DOI
DOI : 10.1007/s10710-019-09367-z
audience
International
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titre
Cross-European initial survey on the use of mathematical models in food industry
auteur
Ilija Djekic, Alen Mujčinović, Aleksandra Nikolić, Anet Režek Jambrak, Photis Papademas, Aberham Hailu Feyissa, Kamal Kansou, Rallou Thomopoulos, Heiko Briesen, Nickolas Kavallieratos, Christos Athanassiou, Cristina L.M. Silva, Alexandrina Sirbu, Alexandru Mihnea Moisescu, Igor Tomasevic, Urška Vrabič Brodnjak, Maria Charalambides, Alberto Tonda
article
Journal of Food Engineering, 2019, Journal of Food Engineering, 261, pp.109-116. ⟨10.1016/j.jfoodeng.2019.06.007⟩
identifiant
hal-02265749
Resume_court
Mathematical modelling plays an important role in food engineering having various mathematical model .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.jfoodeng.2019.06.007
audience
International
Accès au texte intégral et bibtex
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titre
Scientific Challenges in Performing Life-Cycle Assessment in the Food Supply Chain
auteur
Ilija Djekic, Milica Pojić, Alberto Tonda, Predrag Putnik, Danijela Bursać Kovačević, Anet Režek-Jambrak, Igor Tomasevic
article
Foods, 2019, 8 (8), pp.301. ⟨10.3390/foods8080301⟩
identifiant
hal-02481571
typdoc
Journal articles
DOI
DOI : 10.3390/foods8080301
audience
International
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BibTex
titre
Annotation data about multi criteria assessment methods used in the agri-food research: The French national institute for agricultural research (INRA) experience
auteur
Geneviève Gésan-Guiziou, Aude Alaphilippe, Mathieu Andro, Joël Aubin, Christian Bockstaller, Raphaëlle Botreau, Patrice Buche, Catherine Collet, Nicole Darmon, Monique Delabuis, Agnès Girard, Regis Grateau, Kamal Kansou, Vincent Martinet, Jeanne Marie Membre, Régis Sabbadin, Louis-Georges Soler, Marie Thiollet-Scholtus, Alberto Tonda, Hayo Van-Der-Werf
article
Data in Brief, 2019, 25, pp.104204. ⟨10.1016/j.dib.2019.104204⟩
identifiant
hal-02263853
Resume_court
This data article contains annotation data characterizing MultiCriteria Assessment (MCA) Methods pro .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.dib.2019.104204
pubmedId
Pubmed icone : 31406900
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-02263853/file/1-s2.0-S235234091930558X-main.pdf BibTex
titre
Multi-Criteria Reverse Engineering for Food: Genesis and Ongoing Advances
auteur
Rallou Thomopoulos, Cédric Baudrit, Nadia Boukhelifa, Rachel Boutrou, Patrice Buche, Elisabeth Guichard, Valérie Guillard, Evelyne Lutton, Pierre-Sylvain Mirade, Amadou Ndiaye, Nathalie Perrot, Franck Taillandier, Thierry Thomas-Danguin, Alberto Tonda
article
Food Engineering Reviews, 2019, 11 (1), pp.44-60. ⟨10.1007/s12393-018-9186-x⟩
identifiant
hal-01993348
Resume_court
Multi-criteria reverse engineering (MRE) has arisen from the cross-fertilization of advances in math .....
typdoc
Journal articles
DOI
DOI : 10.1007/s12393-018-9186-x
audience
International
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https://hal.science/hal-01993348/file/Thomopoulos2019_Article_Multi-CriteriaReverseEngineeri.pdf BibTex
titre
Automatic discovery of 100-miRNA signature for cancer classification using ensemble feature selection
auteur
Alejandro Lopez-Rincon, Marlet Martinez-Archundia, Gustavo U Martinez-Ruiz, Alexander Schoenhuth, Alberto Tonda
article
BMC Bioinformatics, 2019, 20 (1), pp.1-17. ⟨10.1186/s12859-019-3050-8⟩
identifiant
hal-02344257
Resume_court
Background: MicroRNAs (miRNAs) are noncoding RNA molecules heavily involved in human tumors, in whic .....
typdoc
Journal articles
DOI
DOI : 10.1186/s12859-019-3050-8
pubmedId
Pubmed icone : 31533612
audience
International
Accès au texte intégral et bibtex
https://inria.hal.science/hal-02344257/file/s12859-019-3050-8.pdf BibTex
titre
Trade-offs and synergies between livestock production and other ecosystem services
auteur
Francesco Accatino, Alberto Tonda, Camille Dross, Francois Leger, Muriel Tichit
article
Agricultural Systems, 2019, 168, pp.58-72. ⟨10.1016/j.agsy.2018.08.002⟩
identifiant
hal-02012646
Resume_court
One of the biggest challenges today is to satisfy an increasing food demand while preserving ecosyst .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.agsy.2018.08.002
audience
Not specified
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https://hal.science/hal-02012646/file/AccatinoEtAl_AgrSyst_ManuscriptRev1_2.pdf BibTex

Conference papers

titre
Adaptability of an extensive cattle beef farming system to contrasted societal preferences – Coupling multi-objective analysis and a participatory approach
auteur
Francesco Accatino, Delphine Neumeister, Wim Paas, Alberto Tonda, Pytrik Reidsma
article
The 173rd Seminar of the European Association of Agricultural Economists: Sustainable and resilient farming systems in the European Union, Sep 2019, Bucharest, Romania
identifiant
hal-04244929
typdoc
Conference papers
audience
International
Accès au bibtex
BibTex
titre
Evolutionary discovery of coresets for classification
auteur
Pietro Barbiero, Giovanni Squillero, Alberto Tonda
article
the Genetic and Evolutionary Computation Conference Companion, Jul 2019, Prague, France. pp.1747-1754, ⟨10.1145/3319619.3326846⟩
identifiant
hal-02481589
typdoc
Conference papers
DOI
DOI : 10.1145/3319619.3326846
audience
International
Accès au bibtex
BibTex
titre
Beyond coreset discovery: Evolutionary Archetypes
auteur
Pietro Barbiero, Giovanni Squillero, Alberto Tonda
article
the Genetic and Evolutionary Computation Conference Companion, Jul 2019, Prague, France. pp.47-48, ⟨10.1145/3319619.3326789⟩
identifiant
hal-02481592
typdoc
Conference papers
DOI
DOI : 10.1145/3319619.3326789
audience
International
Accès au bibtex
BibTex
titre
A Chenin Decision Help System to Predict Grape Berries Maturity and Anticipate Wine Potentialities
auteur
Ilaria Brunetti, Alberto Tonda, Daniel Picque, Laurence Guerin, Nathalie Mejean-Perrot
article
Chenin Blanc International Congress 2019, Jul 2019, Angers, France
identifiant
hal-04244890
typdoc
Conference papers
audience
International
Accès au bibtex
BibTex
titre
Making Sense of Economics Datasets with Evolutionary Coresets
auteur
Pietro Barbiero, Alberto Tonda
article
International Conference of Decision Economics, Jun 2019, Avila, Spain. pp.162-170, ⟨10.1007/978-3-030-38227-8_19⟩
identifiant
hal-04244855
Resume_court
Machine learning agents learn to take decisions extracting information from training data. When simi .....
typdoc
Conference papers
DOI
DOI : 10.1007/978-3-030-38227-8_19
audience
International
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https://hal.science/hal-04244855/file/Making_Sense_of_Economics_Datasets_With_Evolutionary_Coresets.pdf BibTex
titre
Interactive Modelling in the Agrifood Domain: the LiDeoGraM tool
auteur
Evelyne Lutton, Nadia Boukhelifa, Alberto Tonda, Thomas Chabin, Nathalie Méjean, Jean-Daniel Fekete
article
Journée Visu 2019, May 2019, Paris, France. pp.3
identifiant
hal-02737033
Resume_court
Modelling complex agrifood processes like for instance cheese ecosystems is challenging due to the c .....
typdoc
Conference papers
audience
National
Accès au texte intégral et bibtex
https://hal.inrae.fr/hal-02737033/file/visu2019_InteractiveModelling_final_Evelyne_Lutton_updated_1.pdf BibTex

Book sections

titre
Fundamental Flowers: Evolutionary Discovery of Coresets for Classification
auteur
Pietro Barbiero, Alberto Tonda
article
Applications of Evolutionary Computation 22nd International Conference, EvoApplications 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24–26, 2019, Proceedings, pp.550-564, 2019, ⟨10.1007/978-3-030-16692-2_37⟩
identifiant
hal-02481613
typdoc
Book sections
DOI
DOI : 10.1007/978-3-030-16692-2_37
audience
International
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BibTex
titre
Formaliser la Durabilité des Paysages Agricoles Comme un Problème Multi-objectif
auteur
Francesco Accatino, Alberto Tonda, Muriel Tichit
article
Paysage, biodiversité fonctionnelle et santé des plantes, QUAE; Educagri, 2019, 9782759230136
identifiant
hal-02482110
typdoc
Book sections
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-02482110/file/Preprint_chapitre12-Accatino_FA.pdf BibTex

Poster communications

titre
Object Representations and Their Relation to Negative Shapes : Implications for Numerical Cognition and its Apparent Evolution
auteur
Johan Rooryck, Alberto Tonda, Jairo Saw, Pierre Pica
article
CogEvo, Rovereto Workshop on Cognition and Evolution, Jul 2019, Rovereto, Italy.
identifiant
halshs-02424894
typdoc
Poster communications
audience
International
Accès au texte intégral et bibtex
https://shs.hal.science/halshs-02424894/file/Rovereto.pdf BibTex

2018

Journal articles

titre
VALIS: an evolutionary classification algorithm
auteur
Peter Karpov, Giovanni Squillero, Alberto Tonda
article
Genetic Programming and Evolvable Machines, 2018, 19 (3), pp.453-471. ⟨10.1007/s10710-018-9331-6⟩
identifiant
hal-02481663
Resume_court
VALIS is an effective and robust classification algorithm with a focus on understandability. Its nam .....
typdoc
Journal articles
DOI
DOI : 10.1007/s10710-018-9331-6
audience
International
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titre
Automated playtesting in collectible card games using evolutionary algorithms: A case study in hearthstone
auteur
Pablo Garcia-Sanchez, Alberto Tonda, Antonio Mora, Giovanni Squillero, Juan Julian Merelo
article
Knowledge-Based Systems, 2018, 153, pp.133-146. ⟨10.1016/j.knosys.2018.04.030⟩
identifiant
hal-02481672
Resume_court
Collectible card games have been among the most popular and profitable products of the entertainment .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.knosys.2018.04.030
audience
International
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titre
Evolutionary optimization of convolutional neural networks for cancer miRNA biomarkers classification
auteur
Alejandro Lopez-Rincon, Alberto Tonda, Mohamed Elati, Olivier Schwander, Benjamin Piwowarski, Patrick Gallinari
article
Applied Soft Computing, 2018, 65, pp.91 - 100. ⟨10.1016/j.asoc.2017.12.036⟩
identifiant
hal-01700622
Resume_court
Cancer diagnosis is currently undergoing a paradigm shift with the incorporation of molecular biomar .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.asoc.2017.12.036
audience
International
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titre
Multiscale modeling for bioresources and bioproducts
auteur
Marc Barnabe, Nicolas Blanc, Thomas Chabin, Jean-Yves Delenne, Agnès Duri-Bechemilh, Xavier Frank, Virginie Hugouvieux, Evelyne Lutton, Frederic Mabille, Saeid Nezamabadi, Nathalie Perrot, Farhang Radjai, Thierry Ruiz, Alberto Tonda
article
Innovative Food Science & Emerging Technologies / Innovative Food Science and Emerging Technologies , 2018, 46, pp.41-53. ⟨10.1016/j.ifset.2017.09.015⟩
identifiant
hal-01607608
Resume_court
Designing and processing complex matter and materials are key objectives of bioresource and bioprodu .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.ifset.2017.09.015
audience
International
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https://hal.science/hal-01607608/file/BBCDM.pdf BibTex
titre
Review on environmental models in the food chain : current status and future perspectives
auteur
Ilija Djekic, Neus Sanjuán, Gabriela Clemente, Anet Režek Jambrak, Aleksandra Djukić-Vuković, Urška Vrabič Brodnjak, Eugen Pop, Rallou Thomopoulos, Alberto Tonda
article
Journal of Cleaner Production, 2018, 176, pp.1012-1025. ⟨10.1016/j.jclepro.2017.11.241⟩
identifiant
hal-01662246
Resume_court
Diversity of food systems and their interaction with the environment has become a research topic for .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.jclepro.2017.11.241
audience
International
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titre
Countering Android Malware: A Scalable Semi-Supervised Approach for Family-Signature Generation
auteur
Andrea Atzeni, Fernando Diaz, Andrea Marcelli, Antonio Sánchez, Giovanni Squillero, Alberto Tonda
article
IEEE Access, 2018, 6, pp.59540-59556. ⟨10.1109/ACCESS.2018.2874502⟩
identifiant
hal-02481658
Resume_court
Reducing the effort required by humans in countering malware is of utmost practical value. We descri .....
typdoc
Journal articles
DOI
DOI : 10.1109/ACCESS.2018.2874502
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-02481658/file/2018_Atzeni_EEE%20Access%20_1.pdf BibTex

Conference papers

titre
Evaluating surrogate models for multi-objective influence maximization in social networks
auteur
Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Tonda
article
the Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, France. pp.1258-1265, ⟨10.1145/3205651.3208238⟩
identifiant
hal-02481683
typdoc
Conference papers
DOI
DOI : 10.1145/3205651.3208238
audience
International
Accès au bibtex
BibTex
titre
Building a Multidisciplinary Community on Mathematics and Computer Science for the Food Industry: The Case of FoodMC
auteur
Alberto Tonda
article
Book of Abstracts of the 5th International ISEKI_Food Conference, Jul 2018, Stuttgart, Germany
identifiant
hal-02482101
typdoc
Conference papers
audience
International
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BibTex
titre
Human in the loop for modelling food and biological systems: a novel perspective coupling artificial intelligence and life science
auteur
Nathalie Perrot, Nadia Boukhelifa, Alberto Tonda, Thomas Chabin, Marc Barnabe, Dominique Swennen, Alice Roche, Thierry Thomas-Danguin, Evelyne Lutton
article
10. International Conference on Simulation and Modelling in the Food and Bio-Industry, FOODSIM 2018. Eurosis, 2018., Apr 2018, Ghent, Belgium. pp.8
identifiant
hal-02192521
Resume_court
Since centuries, agriculture, food and biological systems are strongly linked to human expertise, al .....
typdoc
Conference papers
audience
Not specified
Accès au texte intégral et bibtex
https://hal.science/hal-02192521/file/foodsim2018_1.pdf BibTex
titre
A semi-automatic modelling approach for the production and freeze drying of lactic acid bacteria
auteur
Thomas Chabin, Marc Barnabe, Alberto Tonda, Nadia Boukhelifa, Fernanda Fonseca, Eric Dugat-Bony, Helene Velly, Evelyne Lutton, Nathalie Perrot
article
10. International Conference on Simulation and Modelling in the Food and Bio-Industry, FOODSIM 2018. Eurosis, 2018., Apr 2018, Ghent, Belgium
identifiant
hal-02266291
Resume_court
The production system of freeze-dried lactic acid bacteria involves several processes, but its impac .....
typdoc
Conference papers
audience
Not specified
Accès au bibtex
BibTex
titre
A Long-Short-Term Memory Network Model for Biscuit Baking
auteur
Nathalie N. Perrot, Alberto Tonda
article
Proceedings of the 10th bi-annual international conference on modelling and simulation in food engineering FOODSIM 2018, Apr 2018, Ghent, Belgium
identifiant
hal-02482095
typdoc
Conference papers
audience
International
Accès au bibtex
BibTex
titre
LIDeOGraM: an interactive evolutionary modelling tool
auteur
Thomas Chabin, Marc Barnabe, Nadia Boukhelifa, Fernanda Fonseca, Alberto Tonda, Hélène Velly, Benjamin Lemaitre, Nathalie Perrot, Evelyne Lutton
article
13. Biennial International Conference on Artificial Evolution (EA), 2018, CHAM, Switzerland. pp.13, ⟨10.1007/978-3-319-78133-4_14⟩
identifiant
hal-02736924
Resume_court
Building complex models from available data is a challenge in many domains, and in particular in foo .....
typdoc
Conference papers
DOI
DOI : 10.1007/978-3-319-78133-4_14
audience
International
Accès au bibtex
BibTex

Book sections

titre
Improving Multi-objective Evolutionary Influence Maximization in Social Networks
auteur
Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Tonda
article
Applications of Evolutionary Computation 21st International Conference, EvoApplications 2018, Parma, Italy, April 4-6, 2018, Proceedings, pp.117-124, 2018, ⟨10.1007/978-3-319-77538-8_9⟩
identifiant
hal-02481693
typdoc
Book sections
DOI
DOI : 10.1007/978-3-319-77538-8_9
audience
International
Accès au bibtex
BibTex
titre
Interactive Machine Learning for Applications in Food Science and Technology
auteur
Alberto Tonda, Nadia Boukhelifa, Thomas Chabin, Marc Barnabe, Benoît Génot, Evelyne Lutton, Nathalie Perrot
article
Human and Machine Learning, Springer, ISBN 978-3-319-90403-0, 2018, 978-3-319-90403-0; 978-3-319-90402-3
identifiant
hal-02482108
Resume_court
The apparent simplicity of food processes often hides complex systems,where physical, chemical and l .....
typdoc
Book sections
audience
International
Accès au bibtex
BibTex

2017

Journal articles

titre
In silico modeling of protein hydrolysis by endoproteases: a case study on pepsin digestion of bovine lactoferrin
auteur
Alberto Tonda, Anita Grosvenor, Stefan Clerens, Steven Le Feunteun
article
Food and Function, 2017, 8 (12), pp.4404-4413. ⟨10.1039/c7fo00830a⟩
identifiant
hal-02481726
Resume_court
This paper presents a novel model of protein hydrolysis and release of peptides by endoproteases. It .....
typdoc
Journal articles
DOI
DOI : 10.1039/c7fo00830a
pubmedId
Pubmed icone : 29072742
audience
International
Accès au bibtex
BibTex
titre
Data driven modeling of plastic deformation
auteur
Daniele Versino, Alberto Tonda, Curt A. Bronkhorst
article
Computer Methods in Applied Mechanics and Engineering, 2017, 318, pp.981-1004. ⟨10.1016/j.cma.2017.02.016⟩
identifiant
hal-01496826
Resume_court
In this paper the application of machine learning techniques for the development of constitutive mat .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.cma.2017.02.016
audience
Not specified
Accès au texte intégral et bibtex
https://hal.science/hal-01496826/file/2017_Versino_Comput%20Methods%20Appl%20Mech%20Engin_%7BA4100003-992B-4B40-91B9-2746A1F72FB0%7D.pdf BibTex
titre
(Over-)Realism in evolutionary computation: commentary on “On the Mapping of Genotype to Phenotype in Evolutionary Algorithms” by Peter A. Whigham, Grant Dick, and James Maclaurin
auteur
G. Squillero, Alberto Tonda
article
Genetic Programming and Evolvable Machines, 2017, ⟨10.1007/s10710-017-9295-y⟩
identifiant
hal-01496827
Resume_court
Inspiring metaphors play an important role in the beginning of an investigation, but are less import .....
typdoc
Journal articles
DOI
DOI : 10.1007/s10710-017-9295-y
audience
Not specified
Accès au bibtex
BibTex

Conference papers

titre
Interactive evolutionary modelling of living complex food systems
auteur
Thomas Chabin, Marc Barnabe, Nadia Boukhelifa, Fernanda Fonseca, Alberto Tonda, Helene Velly, Nathalie Perrot, Evelyne Lutton
article
Genetic and Evolutionary Computation Conference GECCO' 17, Jul 2017, Berlin, Germany. ⟨10.1145/3067695.3075992⟩
identifiant
hal-01607872
Resume_court
Modelling the production and stabilisation process of lactic acid starters has several practical app .....
typdoc
Conference papers
DOI
DOI : 10.1145/3067695.3075992
audience
Not specified
Accès au texte intégral et bibtex
https://hal.science/hal-01607872/file/gecco2017-2pages-interactive_1.pdf BibTex
titre
Multi-objective evolutionary algorithms for influence maximization in social networks
auteur
Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Tonda
article
20. European Conference on the Applications of Evolutionary Computation (EvoApplications 2017), Society for the Promotion of Evolutionary Computation in Europe and its Surroundings (SPECIES). Vancouver, CAN., Apr 2017, Amsterdam, Netherlands. 905 p., ⟨10.1007/978-3-319-55849-3_15⟩
identifiant
hal-02736691
Resume_court
As the pervasiveness of social networks increases, new NP-hard related problems become interesting f .....
typdoc
Conference papers
DOI
DOI : 10.1007/978-3-319-55849-3_15
audience
International
Accès au bibtex
BibTex
titre
LIDeOGraM : an interactive evolutionary modelling tool
auteur
Thomas Chabin, Marc Barnabe, Nadia Boukhelifa, Fernanda Fonseca, Alberto Tonda, Helene Velly, Benjamin Lemaitre, Nathalie Perrot, Evelyne Lutton
article
Biennial International Conference on Artificial Evolution (EA-2017), 2017, Paris, France
identifiant
hal-01607681
Resume_court
Building complex models from available data is a challenge in many domains, and in particular in foo .....
typdoc
Conference papers
audience
Not specified
Accès au texte intégral et bibtex
https://hal.science/hal-01607681/file/ea2017-interactive-evolutionary_1.pdf BibTex
titre
FoodMC: a COST Action to Promote Modeling in Food Science and Industry
auteur
Alberto Tonda
article
Proceedings of the IOBC conference on Integrated Protection of Stored Products, 2017, Ljubljana, Slovenia
identifiant
hal-02482089
typdoc
Conference papers
audience
International
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BibTex
titre
Interactive knowledge integration in modelling for food sustainability : challenges and prospects
auteur
Nadia Boukhelifa, Alberto Tonda, Ioan-Cristian Trelea, Nathalie Perrot, Evelyne Lutton
article
ACM CHI Workshop on Designing Sustainable Food Systems, 2017, NA, France
identifiant
hal-01604947
Resume_court
The availability of reliable and trustworthy models for agrifood processes is crucial to evaluate an .....
typdoc
Conference papers
audience
Not specified
Accès au texte intégral et bibtex
https://hal.science/hal-01604947/file/chi_sustainability_1.pdf BibTex

Poster communications

titre
Mundurucu Number Words as a Window on Short-Term Memory
auteur
Johan Rooryck, Alberto Tonda, Jairo Saw, Pierre Pica
article
The origins of numerical abilities: the future, Feb 2017, Chicheley Hall, United Kingdom. , 2017
identifiant
halshs-01497577
Resume_court
Could characteristics of Mundurucu number words be related to properties of working memory?
typdoc
Poster communications
audience
International
Accès au texte intégral et bibtex
https://shs.hal.science/halshs-01497577/file/poster-london.pdf BibTex

2016

Journal articles

titre
Exploiting Evolutionary Modeling to Prevail in Iterated Prisoner’s Dilemma Tournaments
auteur
Marco Gaudesi, Elio Piccolo, Giovanni Squillero, Alberto Tonda
article
IEEE Transactions on Computational Intelligence and AI in games, 2016, 8 (3), pp.288-300. ⟨10.1109/TCIAIG.2015.2439061⟩
identifiant
hal-02481801
Resume_court
The iterated prisoner’s dilemma is a famous model of cooperation and conflict in game theory. Its .....
typdoc
Journal articles
DOI
DOI : 10.1109/TCIAIG.2015.2439061
audience
International
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BibTex
titre
Some remarks on computational approaches towards sustainable complex agri-food systems
auteur
Nathalie Perrot, Hugo de Vries, Evelyne Lutton, Harald G. J. van Mil, Mechthild Donner, Alberto Tonda, Sophie Martin, Isabelle Alvarez, Paul Bourgine, Erik van Der Linden, Monique Axelos
article
Trends in Food Science and Technology, 2016, 48, pp.88-101. ⟨10.1016/j.tifs.2015.10.003⟩
identifiant
hal-01269357
Resume_court
Abstract Background Agri-food is one of the most important sectors of the industry in Europe and pot .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.tifs.2015.10.003
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-01269357/file/Perrot-TFST-2015-Manuscript-IATE_1.pdf BibTex
titre
Anatomy of a portfolio optimizer under a limited budget constraint
auteur
Igor Deplano, Giovanni Squillero, Alberto Tonda
article
Evolutionary Intelligence, 2016, 9 (4), pp.1-12. ⟨10.1007/s12065-016-0144-3⟩
identifiant
hal-01365963
Resume_court
Predicting the market’s behavior to profit from trading stocks is far from trivial. Such a task be .....
typdoc
Journal articles
DOI
DOI : 10.1007/s12065-016-0144-3
audience
Not specified
Accès au bibtex
BibTex
titre
Optimizing groups of colluding strong attackers in mobile urban communication networks with evolutionary algorithms
auteur
Doina Bucur, Giovanni Iacca, Marco Gaudesi, Giovanni Squillero, Alberto Tonda
article
Applied Soft Computing, 2016, 40, pp.416-426. ⟨10.1016/j.asoc.2015.11.024⟩
identifiant
hal-01531614
Resume_court
In novel forms of the Social Internet of Things, any mobile user within communication range may help .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.asoc.2015.11.024
audience
Not specified
Accès au bibtex
https://arxiv.org/pdf/1810.02713 BibTex
titre
Divergence of character and premature convergence: a survey of methodologies for promoting diversity in evolutionary optimization
auteur
Giovanni Squillero, Alberto Tonda
article
Information Sciences, 2016, 329, pp.782-799. ⟨10.1016/j.ins.2015.09.056⟩
identifiant
hal-01531616
Resume_court
In the past decades, different evolutionary optimization methodologies have been proposed by scholar .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.ins.2015.09.056
audience
Not specified
Accès au bibtex
BibTex

Conference papers

titre
Evolutionary deckbuilding in hearthstone
auteur
Pablo Garcia-Sanchez, Alberto Tonda, Giovanni Squillero, Antonio Mora, Juan J. Merelo
article
IEEE CIG 2016, Sep 2016, Santorini, Greece. ⟨10.1109/CIG.2016.7860426⟩
identifiant
hal-01494733
Resume_court
One of the most notable features of collectible card games is deckbuilding, that is, defining a pers .....
typdoc
Conference papers
DOI
DOI : 10.1109/CIG.2016.7860426
audience
Not specified
Accès au bibtex
BibTex
titre
A general-purpose framework for genetic improvement
auteur
Francesco Marino, Giovanni Squillero, Alberto Tonda
article
14. International Conference PPSN, Sep 2016, Edimbourg, United Kingdom. ⟨10.1007/978-3-319-45823-6_32⟩
identifiant
hal-01365966
Resume_court
Genetic Improvement is an evolutionary-based technique. Despite its relatively recent introduction, .....
typdoc
Conference papers
DOI
DOI : 10.1007/978-3-319-45823-6_32
audience
Not specified
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BibTex
titre
Tutorials at PPSN 2016
auteur
Carola Doerr, Nicolas Bredeche, Enrique Alba, Thomas Bartz-Beielstein, Dimo Brockhoff, Benjamin Doerr, Gusz Eiben, Michael G. Epitropakis, Carlos M. Fonseca, Andreia Guerreiro, Evert Haasdijk, Jacqueline Heinerman, Julien Hubert, Per Kristian Lehre, Luigi Malago, Juan Julián Merelo Guervós, Julian Miller, Boris Naujoks, Pietro Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Patricia Ryser-Welch, Giovanni Squillero, Joerg Stork, Dirk Sudholt, Alberto Tonda, Darrell Whitley, Martin Zaefferer
article
PPSN 2016 - 14th International Conference on Parallel Problem Solving from Nature, Sep 2016, Edinburgh, United Kingdom. pp.1012-1022, ⟨10.1007/978-3-319-45823-6_95⟩
identifiant
hal-01605625
Resume_court
PPSN 2016 hosts a total number of 16 tutorials covering a broad range of current research in evoluti .....
typdoc
Conference papers
DOI
DOI : 10.1007/978-3-319-45823-6_95
audience
International
Accès au bibtex
BibTex
titre
Promoting diversity in evolutionary algorithms: an updated bibliography
auteur
Giovanni Squillero, Alberto Tonda
article
Genetic and Evolutionary Computation Conference (GECCO), Jul 2016, Denver, United States. 2 p., ⟨10.1145/2908961.2931651⟩
identifiant
hal-01531706
Resume_court
Promoting diversity in evolutionary algorithms: an updated bibliography. Genetic and Evolutionary Co .....
typdoc
Conference papers
DOI
DOI : 10.1145/2908961.2931651
audience
Not specified
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BibTex
titre
Food science : human factor Iisues
auteur
Evelyne Lutton, Alberto Tonda, Nadia Boukhelifa, Nathalie Perrot
article
FoodSIM'2016, Apr 2016, Ghent, Belgium
identifiant
hal-01366587
Resume_court
absent
typdoc
Conference papers
audience
Not specified
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BibTex
titre
FoodMC: A European COST Action on Food Modelling
auteur
Alberto Tonda
article
FoodSIM'2016, Apr 2016, Ghent, Belgium
identifiant
hal-01366586
Resume_court
absent
typdoc
Conference papers
audience
Not specified
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BibTex
titre
Complex Systems in Food Science: Human Factor Issues
auteur
Evelyne Lutton, Alberto Tonda, Nadia Boukhelifa, Nathalie Perrot
article
FoodSIM 2016, 9th bi-annual International Conference on Modelling and Simulation in Food Engineering, Apr 2016, Ghent, Belgium
identifiant
hal-02482084
typdoc
Conference papers
audience
International
Accès au bibtex
BibTex
titre
Portfolio optimization, a decision-support methodology for small budgets
auteur
Igor Deplano, Giovanni Squillero, Alberto Tonda
article
19. European Conference, EvoApplications 2016, Mar 2016, Porto, Portugal. ⟨10.1007/978-3-319-31204-0_5⟩
identifiant
hal-01365967
Resume_court
Several machine learning paradigms have been applied to financial forecasting, attempting to predict .....
typdoc
Conference papers
DOI
DOI : 10.1007/978-3-319-31204-0_5
audience
Not specified
Accès au bibtex
BibTex
titre
Challenging anti-virus through evolutionary malware obfuscation
auteur
Marco Gaudesi, Andrea Marcelli, Ernesto Sanchez, Giovanni Squillero, Alberto Tonda
article
19. European Conference, EvoApplications 2016, Mar 2016, Porto, Portugal. ⟨10.1007/978-3-319-31153-1_11⟩
identifiant
hal-01365965
Resume_court
The use of anti-virus software has become something of an act of faith. A recent study showed that m .....
typdoc
Conference papers
DOI
DOI : 10.1007/978-3-319-31153-1_11
audience
Not specified
Accès au bibtex
BibTex
titre
Research prospects in the design and evaluation of interactive evolutionary systems for art and science
auteur
Nadia Boukhelifa, Anastasia Bezerianos, Alberto Tonda, Evelyne Lutton
article
CHI workshop on Human Centred Machine Learning, 2016, San Jose, United States
identifiant
hal-01532589
Resume_court
We report on our experience in designing and evaluating seven applications from seven different doma .....
typdoc
Conference papers
audience
Not specified
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BibTex

Book sections

titre
The uncertainty quandary : a study in the context of the evolutionary optimization in games and other uncertain environments
auteur
Federico Liberatore, Antonio Fernández Ares, Rubén García, Zeineb Chelly, Carlos Cotta, Nuria Rico, Antonio M. Mora, Pablo García-Sánchez, Alberto Tonda, Paloma de Las Cuevas, Pedro A. Castillo
article
Transactions on Computational Collective Intelligence XXIV, Chapter 3, Editions Springer, 2016, Lecture Notes in Computer Science, 978-3-662-53524-0. ⟨10.1007/978-3-662-53525-7_3⟩
identifiant
hal-01495396
Resume_court
In many optimization processes, the fitness or the considered measure of goodness for the candidate .....
typdoc
Book sections
DOI
DOI : 10.1007/978-3-662-53525-7_3
audience
Not specified
Accès au bibtex
BibTex

Books

titre
Evolutionary Algorithms for Food Science and Technology
auteur
Evelyne Lutton, Nathalie Perrot, Alberto Tonda
article
Wiley, 1, 2016, ⟨10.1002/9781119136828⟩
identifiant
hal-02481758
typdoc
Books
DOI
DOI : 10.1002/9781119136828
audience
International
Accès au bibtex
BibTex
titre
Evolutionary algorithms for food science and technology
auteur
Evelyne Lutton, Nathalie Perrot, Alberto Tonda
article
John Wiley, 182 p., 2016, Genetic Programming and Evolvable Machines, 978-1-848-21813-0
identifiant
hal-02266288
Resume_court
Evolutionary algorithms for food science and technology
typdoc
Books
audience
Not specified
Accès au bibtex
BibTex

2015

Journal articles

titre
Erratum to :"Food model exploration through evolutionary optimization coupled with visualization: Application to the prediction of a milk gel structure
auteur
Evelyne Lutton, Alberto Tonda, Sébastien Gaucel, Alain Riaublanc, Nathalie Perrot
article
Innovative Food Science & Emerging Technologies / Innovative Food Science and Emerging Technologies , 2015, 32, pp.208. ⟨10.1016/j.ifset.2015.09.007⟩
identifiant
hal-01535350
Resume_court
Erratum to :"Food model exploration through evolutionary optimization coupled with visualization: Ap .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.ifset.2015.09.007
audience
Not specified
Accès au bibtex
BibTex

Conference papers

titre
How to mislead an evolutionary algorithm using global sensitivity analysis
auteur
Thomas Chabin, Alberto Tonda, Evelyne Lutton
article
12. International Conference, Evolution Artificielle, Oct 2015, Lyon, France. ⟨10.1007/978-3-319-31471-6_4⟩
identifiant
hal-01365972
Resume_court
The idea of exploiting Global Sensitivity Analysis (GSA) to make Evolutionary Algorithms more effect .....
typdoc
Conference papers
DOI
DOI : 10.1007/978-3-319-31471-6_4
audience
Not specified
Accès au bibtex
BibTex
titre
Towards automatic StarCraft strategy generation using genetic programming
auteur
Pablo Garcia-Sanchez, Alberto Tonda, Antonio M. Mora, Giovanni Squillero, J.J. Merelo
article
IEEE Conference on Computational Intelligence in Games, Aug 2015, NA, France. ⟨10.1109/CIG.2015.7317940⟩
identifiant
hal-01366582
Resume_court
Among Real-Time Strategy games few titles have enjoyed the continued success of StarCraft. Many rese .....
typdoc
Conference papers
DOI
DOI : 10.1109/CIG.2015.7317940
audience
Not specified
Accès au bibtex
BibTex
titre
Malware obfuscation through evolutionary packers
auteur
Marco Gaudesi, Andrea Marcelli, Ernesto Sanchez, Giovanni Squillero, Alberto Tonda
article
17. Genetic and Evolutionary Computation Conference (GECCO), Jul 2015, Madrid, Spain. ⟨10.1145/2739482.2764940⟩
identifiant
hal-01366581
Resume_court
A malicious botnet is a collection of compromised hosts coordinated by an external entity. The malic .....
typdoc
Conference papers
DOI
DOI : 10.1145/2739482.2764940
audience
Not specified
Accès au bibtex
BibTex
titre
Operator Selection using Improved Dynamic Multi-Armed Bandit
auteur
Jany Belluz, Marco Gaudesi, Giovanni Squillero, Alberto Tonda
article
17. Genetic and Evolutionary Computation Conference (GECCO), Jul 2015, Madrid, Spain. pp.7, ⟨10.1145/2739480.2754712⟩
identifiant
hal-01536526
Resume_court
Evolutionary algorithms greatly bene fit from an optimal application of the different genetic operat .....
typdoc
Conference papers
DOI
DOI : 10.1145/2739480.2754712
audience
Not specified
Accès au bibtex
BibTex
titre
Is global sensitivity analysis useful to evolutionary computation?
auteur
Thomas Chabin, Alberto Tonda, Evelyne Lutton
article
17. Genetic and Evolutionary Computation Conference (GECCO), Jul 2015, Madrid, Spain. ⟨10.1145/2739482.2764675⟩
identifiant
hal-01366572
Resume_court
Global Sensitivity Analysis (GSA) studies how uncertainty in the inputs of a system influences uncer .....
typdoc
Conference papers
DOI
DOI : 10.1145/2739482.2764675
audience
Not specified
Accès au bibtex
BibTex
titre
Black holes and revelations: using evolutionary algorithms to uncover vulnerabilities in disruption-tolerant networks
auteur
Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Tonda
article
18. European Conference, EvoApplications 2015, Apr 2015, Copenhague, Denmark. ⟨10.1007/978-3-319-16549-3_3⟩
identifiant
hal-01365974
Resume_court
A challenging aspect in open ad hoc networks is their resilience against malicious agents. This is e .....
typdoc
Conference papers
DOI
DOI : 10.1007/978-3-319-16549-3_3
audience
Not specified
Accès au bibtex
BibTex
titre
Modeling competition phenomena in a dairy oil-in-water emulsion using hybrid kinetic Monte Carlo simulations (présentation orale)
auteur
Etienne Descamps, Alberto Tonda, Sebastien Gaucel, Ioan Cristian Tréléa, Evelyne Luttton, Nathalie Perrot
article
DOF - 6th International symposium on Delivery of Functionality in Complex Food Systems, 2015, Paris, France
identifiant
hal-01598165
Resume_court
no abstract
typdoc
Conference papers
audience
International
Accès au bibtex
BibTex

Poster communications

titre
In vitro and in silico modelling of protein hydrolysis by pepsin: A case study with lactoferrin
auteur
Anita Grosvenor, Alberto Tonda, Steven Le Feunteun, Stefan Clerens
article
3rd International Conference on Food Structures, Digestion & Health, Oct 2015, Wellington, New Zealand
identifiant
hal-02482081
typdoc
Poster communications
audience
International
Accès au bibtex
BibTex

2014

Journal articles

titre
The impact of topology on energy consumption for collection tree protocols: An experimental assessment through evolutionary computation
auteur
Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Tonda
article
Applied Soft Computing, 2014, 16, pp.210-222. ⟨10.1016/j.asoc.2013.12.002⟩
identifiant
hal-01195467
Resume_court
The analysis of worst-case behavior in wireless sensor networks is an extremely difficult task, due .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.asoc.2013.12.002
audience
Not specified
Accès au bibtex
BibTex
titre
Food model exploration through evolutionary optimisation coupled with visualisation: Application to the prediction of a milk gel structure
auteur
Evelyne Lutton, Alberto Paolo Tonda, Sebastien Gaucel, Alain Riaublanc, Nathalie Perrot
article
Innovative Food Science & Emerging Technologies / Innovative Food Science and Emerging Technologies , 2014, 25, pp.67-77. ⟨10.1016/j.ifset.2014.02.003⟩
identifiant
hal-01195498
Resume_court
Obtaining reliable in-silico food models is fundamental for a better understanding of these systems. .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.ifset.2014.02.003
audience
Not specified
Accès au bibtex
BibTex

Conference papers

titre
The tradeoffs between data delivery ratio and energy costs in wireless sensor networks
auteur
Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Tonda
article
Meeting of working Group Medicago sativa, Jul 2014, Vancouver, Canada. ⟨10.1145/2576768.2598384⟩
identifiant
hal-01366577
Resume_court
Wireless sensor network (WSN) routing protocols, e.g., the Collection Tree Protocol (CTP), are desig .....
typdoc
Conference papers
DOI
DOI : 10.1145/2576768.2598384
audience
Not specified
Accès au bibtex
BibTex
titre
Learning dynamical systems using standard symbolic regression
auteur
Sébastien Gaucel, Maarten Keijzer, Evelyne Lutton, Alberto Tonda
article
17. European Conference EuroGP 2014, Apr 2014, Grenade, Spain. ⟨10.1007/978-3-662-44303-3_3⟩
identifiant
hal-01365975
Resume_court
Symbolic regression has many successful applications in learning free-form regular equations from da .....
typdoc
Conference papers
DOI
DOI : 10.1007/978-3-662-44303-3_3
audience
Not specified
Accès au bibtex
BibTex
titre
Towards automated malware creation
auteur
Andrea Cani, Marco Gaudesi, Ernesto Sanchez, Giovanni Squillero, Alberto Tonda
article
29. Annual ACM Symposium on Applied Computing (SAC'14), Mar 2014, Gyeongju, South Korea. ⟨10.1145/2554850.2555157⟩
identifiant
hal-01366583
Resume_court
This short paper proposes two different ways for exploiting an evolutionary algorithm to devise malw .....
typdoc
Conference papers
DOI
DOI : 10.1145/2554850.2555157
audience
Not specified
Accès au bibtex
BibTex

Poster communications

titre
Universal information distance for genetic programming
auteur
Marco Gaudesi, Giovanni Squillero, Alberto, Paolo Tonda
article
Genetic and Evolutionary Computation Conference, 2014, NA, France. ACM Press, 2014, GECCO Comp '14 Proceedings of the 2014 conference companion on Genetic and evolutionary computation companion. ⟨10.1145/2598394.2598440⟩
identifiant
hal-01195509
Resume_court
This paper presents a genotype-level distance metric for Genetic Programming (GP) based on the symme .....
typdoc
Poster communications
DOI
DOI : 10.1145/2598394.2598440
audience
Not specified
Accès au bibtex
BibTex

2013

Conference papers

titre
Balancing user interaction and control in BNSL
auteur
Alberto Tonda, André Spritzer, Evelyne Lutton
article
11. Biennial International Conference on Artificial Evolution (EA), Oct 2013, Bordeaux, France. 271 p., ⟨10.1007/978-3-319-11683-9_17⟩
identifiant
hal-01195494
Resume_court
In this paper we present a study based on an evolutionary framework to explore what would be a reaso .....
typdoc
Conference papers
DOI
DOI : 10.1007/978-3-319-11683-9_17
audience
International
Accès au bibtex
BibTex
titre
An efficient distance metric for linear genetic programming
auteur
Marco Gaudesi, Giovanni Squillero, Alberto Tonda
article
15. Genetic and Evolutionary Computation Conference (GECCO'13), Jul 2013, Amsterdam, Netherlands. ⟨10.1145/2463372.2463495⟩
identifiant
hal-01366579
Resume_court
Defining a distance measure over the individuals in the population of an Evolutionary Algorithm can .....
typdoc
Conference papers
DOI
DOI : 10.1145/2463372.2463495
audience
Not specified
Accès au bibtex
BibTex
titre
Food model exploration through evolutionary optimisation coupled with visualisation: Application to the prediction of a milk gel structure
auteur
Evelyne Lutton, Alberto Paolo Tonda, Sébastien Gaucel, Alain Riaublanc, Nathalie Perrot
article
The DREAM Project`s Conference International "From Model Foods to Food Models", Institut National de Recherche Agronomique (INRA). UAR Département Caractérisation et Elaboration des Produits Issus de l'Agriculture (1008)., Jun 2013, Nantes, France. 108 p
identifiant
hal-02749117
Resume_court
Obtaining reliable in-silico food models is fundamental for a better understanding of these systems. .....
typdoc
Conference papers
audience
National
Accès au bibtex
BibTex
titre
An evolutionary approach to Wetlands design
auteur
Marco Gaudesi, Andrea Marion, Tommaso Musner, Giovanni Squillero, Alberto Tonda
article
11. European Conference, EvoBIO 2013, Apr 2013, Vienne, Austria. ⟨10.1007/978-3-642-37189-9_16⟩
identifiant
hal-01365968
Resume_court
Wetlands are artificial basins that exploit the capabilities of some species of plants to purify wat .....
typdoc
Conference papers
DOI
DOI : 10.1007/978-3-642-37189-9_16
audience
Not specified
Accès au bibtex
BibTex
titre
An evolutionary framework for routing protocol analysis in wireless sensor networks
auteur
Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Tonda
article
16. European Conference EvoApplications, Apr 2013, Vienne, Austria. ⟨10.1007/978-3-642-37192-9_1⟩
identifiant
hal-01365973
Resume_court
Wireless Sensor Networks (WSNs) are widely adopted for applications ranging from surveillance to env .....
typdoc
Conference papers
DOI
DOI : 10.1007/978-3-642-37192-9_1
audience
Not specified
Accès au bibtex
BibTex
titre
A Memetic Approach to Bayesian Network Structure Learning
auteur
Alberto Tonda, Evelyne Lutton, Giovanni Squillero, Pierre-Henri Wuillemin
article
16th European Conference on Applications of Evolutionary Computation, EvoApplications 2013, Apr 2013, Vienna, Austria. pp.102-111, ⟨10.1007/978-3-642-37192-9_11⟩
identifiant
hal-01221601
Resume_court
Bayesian networks are graphical statistical models that represent inference between data. For their .....
typdoc
Conference papers
DOI
DOI : 10.1007/978-3-642-37192-9_11
audience
International
Accès au bibtex
BibTex
titre
Evolutionary optimization of wetlands design
auteur
Marco Gaudesi, Andrea Marion, Tommaso Musner, Giovanni Squillero, Alberto Tonda
article
28. Symposium On Applied Computing SAC'2013, Mar 2013, Coimbra, Portugal. ⟨10.1145/2480362.2480400⟩
identifiant
hal-01366576
Resume_court
Wetlands are artificial ponds, designed to filter and purify running water through the contact with .....
typdoc
Conference papers
DOI
DOI : 10.1145/2480362.2480400
audience
Not specified
Accès au bibtex
BibTex

2012

Journal articles

titre
A benchmark for cooperative coevolution
auteur
Alberto Tonda, Evelyne Lutton, Giovanni Squillero
article
Memetic Computing, 2012, 4 (4), pp.263-277. ⟨10.1007/s12293-012-0095-x⟩
identifiant
hal-00758187
Resume_court
Cooperative co-evolution algorithms (CCEA) are a thriving sub-field of evolutionary computation. Thi .....
typdoc
Journal articles
DOI
DOI : 10.1007/s12293-012-0095-x
audience
International
Accès au texte intégral et bibtex
https://inria.hal.science/hal-00758187/file/memetic-computing.pdf BibTex

Conference papers

titre
Automatic generation of on-line test programs through a cooperation scheme
auteur
Lyl Mercedes Ciganda, Marco Gaudesi, Evelyne Lutton, Ernesto Sanchez, Giovanni Squillero, Alberto Tonda
article
13. IEEE Workshop on Microprocessor Test and Verification, Dec 2012, Austin, United States. ⟨10.1109/MTV.2012.17⟩
identifiant
hal-01366578
Resume_court
Test programs for Software-based Self-Test (SBST) can be exploited during the mission phase of micro .....
typdoc
Conference papers
DOI
DOI : 10.1109/MTV.2012.17
audience
Not specified
Accès au bibtex
BibTex
titre
Bayesian Network Structure Learning from Limited Datasets through Graph Evolution
auteur
Alberto Tonda, Evelyne Lutton, Romain Reuillon, Giovanni Squillero, Pierre-Henri Wuillemin
article
EuroGP 2012 - 15th European Conference on Genetic Programming, Apr 2012, Malaga, Spain. pp.254-265, ⟨10.1007/978-3-642-29139-5_22⟩
identifiant
hal-00757529
Resume_court
Bayesian networks are stochastic models, widely adopted to encode knowledge in several fields. One o .....
typdoc
Conference papers
DOI
DOI : 10.1007/978-3-642-29139-5_22
audience
International
Accès au texte intégral et bibtex
https://inria.hal.science/hal-00757529/file/tonda.pdf BibTex

Books

titre
Industrial Applications of Evolutionary Algorithms
auteur
Ernesto Sanchez, Giovanni Squillero, Alberto Tonda
article
Springer, 34, pp.137, 2012, Intelligent Systems Reference Library, 978-3-642-27466-4. ⟨10.1007/978-3-642-27467-1⟩
identifiant
hal-01365971
Resume_court
The increasing complexity of products and processes leads directly to the growing intricacy of the p .....
typdoc
Books
DOI
DOI : 10.1007/978-3-642-27467-1
audience
Not specified
Accès au bibtex
BibTex

2011

Journal articles

titre
Functional Verification of DMA Controllers
auteur
Michelangelo Grosso, Wilson Javier Perez Holguin, Danilo Ravotto, Ernesto Sanchez, Matteo Sonza Reorda, Alberto Tonda, Jaime Velasco Medina
article
Journal of Electronic Testing: : Theory and Applications, 2011, 27 (4), pp.505-516. ⟨10.1007/s10836-011-5219-6⟩
identifiant
hal-02481866
Resume_court
Today's SoCs are composed of a wide variety of modules, such as microprocessor cores, memories, peri .....
typdoc
Journal articles
DOI
DOI : 10.1007/s10836-011-5219-6
audience
International
Accès au bibtex
BibTex

Conference papers

titre
Automatic generation of software-based functional failing test for speed debug and on-silicon timing verification
auteur
E. Sanchez, G. Squillero, Alberto Tonda
article
Meeting of working Group Medicago sativa, Dec 2011, Austin, United States. ⟨10.1109/MTV.2011.19⟩
identifiant
hal-01371100
Resume_court
The 40 years since the appearance of the Intel 4004 deeply changed how microprocessors are designed. .....
typdoc
Conference papers
DOI
DOI : 10.1109/MTV.2011.19
audience
Not specified
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BibTex
titre
Lamps : A test problem for cooperative coevolution
auteur
Alberto Tonda, Evelyne Lutton, Giovanni Squillero
article
NICSO 2011, the 5th International Workshop on Nature Inspired Cooperative Strategies for Optimization, Oct 2011, Cluj Napoca, Romania
identifiant
hal-00642304
Resume_court
We present an analysis of the behaviour of Cooperative Co-evolution agorithms (CCEAs) on a simple te .....
typdoc
Conference papers
audience
International
Accès au texte intégral et bibtex
https://inria.hal.science/hal-00642304/file/TondaNICSO2011.pdf BibTex
titre
On the Functional Test of Branch Prediction Units Based on the Branch History Table Architecture
auteur
Ernesto Sanchez, Matteo Sonza Reorda, Alberto Tonda
article
19th International Conference on Very Large Scale Integration (VLSISOC), Oct 2011, Hong Kong, China. pp.110-123, ⟨10.1007/978-3-642-32770-4_7⟩
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hal-01365976
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This paper proposes a novel framework for automated software service composition that can significan .....
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DOI
DOI : 10.1007/978-3-642-32770-4_7
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https://hal.science/hal-01365976/file/978-3-642-32770-4_7_Chapter.pdf BibTex
titre
Post-silicon failing-test generation through evolutionary computation
auteur
Ernesto Sanchez, Giovanni Squillero, Alberto Tonda
article
IEEE International Conference on Very Large Scale Integration, Oct 2011, NA, France. ⟨10.1109/VLSISoC.2011.6081667⟩
identifiant
hal-01374161
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We present an analysis of the behaviour of Cooperative Co-evolution algorithms (CCEAs) on a simple t .....
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Conference papers
DOI
DOI : 10.1109/VLSISoC.2011.6081667
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titre
On the functional test of branch prediction units based on branch history table
auteur
E. Sanchez, M. Sonza Reorda, Alberto Tonda
article
IEEE International Conference on Very Large Scale Integration, Oct 2011, NA, France. ⟨10.1109/VLSISoC.2011.6081650⟩
identifiant
hal-01374166
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Branch Prediction Units (BPUs) are highly efficient modules that can significantly decrease the nega .....
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Conference papers
DOI
DOI : 10.1109/VLSISoC.2011.6081650
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titre
Evolutionary failing-test generation for modern microprocessors
auteur
Ernesto Sanchez, Giovanni Squillero, Alberto Tonda
article
13. Annual Conference Companion on Genetic and Evolutionary Computation - GECCO '11, Jul 2011, Dublin, Ireland. ⟨10.1145/2001858.2001985⟩
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hal-01374169
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The incessant progress in manufacturing technology is posing new challenges to microprocessor design .....
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Conference papers
DOI
DOI : 10.1145/2001858.2001985
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titre
Group evolution : emerging synergy through a coordinated effort
auteur
Ernesto Sanchez, Giovanni Squillero, Alberto Tonda
article
IEEE Congress on Evolutionary Computation, Jun 2011, New Orleans, United States. ⟨10.1109/CEC.2011.5949951⟩
identifiant
hal-01374168
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Abstract-A huge number of optimization problems, in the CAD area as well as in many other fields, re .....
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Conference papers
DOI
DOI : 10.1109/CEC.2011.5949951
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titre
Covariance matrix adaptation evolutionary strategy for drift correction of electronic nose data
auteur
S. Di Carlo, M. Falasconi, E. Sanchez, G. Sberveglieri, A. Scionti, G. Squillero, Alberto Tonda
article
International Symposium on Olfaction and Electronic Nose, May 2011, New York, United States. ⟨10.1063/1.3626293⟩
identifiant
hal-01374162
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Electronic Noses (ENs) might represent a simple, fast, high sample throughput and economic alternati .....
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Conference papers
DOI
DOI : 10.1063/1.3626293
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titre
Functional test generation for the pLRU replacement mechanism of embedded cache memories
auteur
W. J. H. Perez, E. Sanchez, M. Sonza Reorda, Alberto Tonda, J. Velasco Medina
article
12th IEEE Latin-American Test Workshop – LATW’11, Mar 2011, Porto de Galinhas, Brazil. ⟨10.1109/LATW.2011.5985898⟩
identifiant
hal-01374703
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Testing cache memories is a challenging task, especially when targeting complex and high-frequency d .....
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Conference papers
DOI
DOI : 10.1109/LATW.2011.5985898
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titre
Artificial Olfaction: bio-inspired approaches for tackling sensor drift issue
auteur
Stefano Di Carlo, Matteo Falasconi, Ernesto Sanchez, Sberviglieri G., Alberto Scionti, Giovanni Squillero, Alberto Tonda
article
Proceedings of International Bionic Engineering Conference 2011, 2011, Boston, United States
identifiant
hal-02482075
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Conference papers
audience
International
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Book sections

titre
Lamps : a test problem for cooperative coevolution
auteur
Alberto Tonda, Evelyne Lutton, Giovanni Squillero
article
Nature Inspired Cooperative Strategies for Optimization (NICSO 2011), 387, Springer Science + Business Media B.V., 2011, Studies in Computational Intelligence, 978-3-642-24093-5. ⟨10.1007/978-3-642-24094-2_7⟩
identifiant
hal-01374165
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We present an analysis of the behaviour of Cooperative Co-evolution algorithms (CCEAs) on a simple t .....
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Book sections
DOI
DOI : 10.1007/978-3-642-24094-2_7
audience
Not specified
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titre
Evolution of test programs exploiting a FSM processor model
auteur
Ernesto Sanchez, Giovanni Squillero, Alberto Tonda
article
Applications of Evolutionary Computation, 6625, Springer Science + Business Media B.V., 2011, Lecture Notes in Computer Science, 978-3-642-20519-4. ⟨10.1007/978-3-642-20520-0_17⟩
identifiant
hal-01374167
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Microprocessor testing is becoming a challenging task, due to the increasing complexity of modern ar .....
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Book sections
DOI
DOI : 10.1007/978-3-642-20520-0_17
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Not specified
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2010

Journal articles

titre
A Framework for Automated Detection of Power-related Software Errors in Industrial Verification Processes
auteur
Stefano Gandini, Walter Ruzzarin, Ernesto Sanchez, Giovanni Squillero, Alberto Tonda
article
Journal of Electronic Testing: : Theory and Applications, 2010, 26 (6), pp.689-697. ⟨10.1007/s10836-010-5184-5⟩
identifiant
hal-02481886
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The complexity of cell phones is continually increasing, with regards to both hardware and software .....
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Journal articles
DOI
DOI : 10.1007/s10836-010-5184-5
audience
International
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Conference papers

titre
Towards drift correction in chemical sensors using an evolutionary strategy
auteur
Stephano Di Carlo, Ernesto Sanchez, Alberto Scionti, Giovanni Squillero, Alberto Paolo Tonda, Matteo Falasconi
article
the 12th annual conference, Jul 2010, Portland, France. pp.1329, ⟨10.1145/1830483.1830727⟩
identifiant
hal-02481969
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Gas chemical sensors are strongly affected by the so-called drift, i.e., changes in sensors' respons .....
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Conference papers
DOI
DOI : 10.1145/1830483.1830727
audience
International
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Book sections

titre
Evolving individual behavior in a multi-agent traffic simulator
auteur
Ernesto Sanchez, Giovanni Squillero, Alberto Tonda
article
Applications of Evolutionary Computation, 6024, Springer Science + Business Media B.V., 2010, Lecture Notes in Computer Science, 978-3-642-12238-5. ⟨10.1007/978-3-642-12239-2_2⟩
identifiant
hal-01374705
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In this paper, we illustrate the use of evolutionary agents in a multi-agent system designed to desc .....
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Book sections
DOI
DOI : 10.1007/978-3-642-12239-2_2
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titre
Exploiting Evolution for an Adaptive Drift-Robust Classifier in Chemical Sensing
auteur
Stefano Di Carlo, Matteo Falasconi, Ernesto Sanchez, Alberto Scionti, Giovanni Squillero, Alberto Tonda
article
Applications of Evolutionary Computation EvoApplicatons 2010: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part I, 6024, Springer Science + Business Media B.V., pp.412-421, 2010, Lecture Notes in Computer Science, 978-3-642-12238-5. ⟨10.1007/978-3-642-12239-2_43⟩
identifiant
hal-02481896
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Gas chemical sensors are strongly affected by drift, i.e., changes in sensors’ response with time, .....
typdoc
Book sections
DOI
DOI : 10.1007/978-3-642-12239-2_43
audience
International
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2009

Conference papers

titre
On the generation of functional test programs for the cache replacement logic
auteur
W.J. Perez H., D. Ravotto, E. Sanchez, M. Sonza Reorda, Alberto Tonda
article
IEEE Asian Test Symposium ATS'09, Nov 2009, NA, France. ⟨10.1109/ATS.2009.37⟩
identifiant
hal-01373527
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Caches are crucial components in modern processors (both stand-alone or integrated into SoCs) and th .....
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Conference papers
DOI
DOI : 10.1109/ATS.2009.37
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titre
Automatic detection of software defects: an Industrial Experience
auteur
Sergio Gandini, Danilo Ravotto, Walter Ruzzarin, Ernesto Sanchez, Giovanni Squillero, Alberto Tonda
article
the 11th Annual conference, Jul 2009, Montreal, France. pp.1921, ⟨10.1145/1569901.1570238⟩
identifiant
hal-02481987
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Mobile phones are becoming more and more complex devices, both from the hardware and from the softwa .....
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Conference papers
DOI
DOI : 10.1145/1569901.1570238
audience
International
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BibTex

2008

Conference papers

titre
A novel methodology for diversity preservation in evolutionary algorithms
auteur
Giovanni Squillero, Alberto Tonda
article
10. Annual Conference Companion on Genetic and Evolutionary Computation GECCO'8, Jul 2008, Atlanta, United States. ⟨10.1145/1388969.1389049⟩
identifiant
hal-01373528
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In this paper we describe an improvement of an entropy-based diversity preservation approach for evo .....
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Conference papers
DOI
DOI : 10.1145/1388969.1389049
audience
Not specified
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