Publications HAL de Manar AMAYRI du labo/EPI G-SCOP

2021

Journal articles

titre
On Short-Term Load Forecasting Using Machine Learning Techniques and a Novel Parallel Deep LSTM-CNN Approach
auteur
Behnam Farsi, Manar Amayri, Nizar Bouguila, Ursula Eicker
article
IEEE Access, IEEE, 2021, 9, pp.31191 - 31212. ⟨10.1109/access.2021.3060290⟩
Accès au texte intégral et bibtex
https://hal.archives-ouvertes.fr/hal-03187029/file/09356582.pdf BibTex

2020

Conference papers

titre
Performance Evaluation of Geometric Area Analysis Technique for Anomaly Detection Using Trapezoidal Area Estimation
auteur
Yogesh Pawar, Manar Amayri, Nizar Bouguila
article
International Symposium on Networks, Computers and Communications (ISNCC), Oct 2020, Montreal, Canada
Accès au texte intégral et bibtex
https://hal.archives-ouvertes.fr/hal-03188337/file/09297250.pdf BibTex

2019

Journal articles

titre
Estimating occupancy using interactive learning with a sensor environment: real-time experiments
auteur
Manar Amayri, Stephane Ploix, Nizar Bouguila, Frédéric Wurtz
article
IEEE Access, IEEE, 2019, pp.1-1. ⟨10.1109/ACCESS.2019.2911921⟩
Accès au bibtex
BibTex
titre
Estimating Occupancy from Measurements and Knowledge Using Bayesian Network for Energy Management
auteur
Manar Amayri, Stephane Ploix, Hussain Kazmi, Quoc-Dung Ngo, Abed Safadi
article
Journal of Sensors, Hindawi Publishing Corporation, 2019, 12, pp.7129872. ⟨10.1155/2019/7129872⟩
Accès au bibtex
BibTex

2018

Conference papers

titre
Decision tree and Parametrized classifier for Estimating occupancy in energy management
auteur
Manar Amayri, Stephane Ploix
article
2018 5th International Conference on Control, Decision and Information Technologies (CoDIT), Apr 2018, Thessaloniki, France. pp.397-402
Accès au bibtex
BibTex
titre
Estimating Occupancy in Residential Context Using Bayesian Networks for Energy Management
auteur
Manar Amayri, Hussain Kazimi, Quoc-Dung Ngo, Stephane Ploix
article
20th International Conference on Machine Learning for Prediction and Control, Feb 2018, London, United Kingdom
Accès au bibtex
BibTex

2017

Conference papers

titre
Bayesian Network and Hidden Markov Model for Estimating occupancy from measurements and knowledge
auteur
Manar Amayri, Quoc-Dung Ngo, El Abed El Safadi, Stephane Ploix
article
2017 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), Sep 2017, Bucharest, Romania. ⟨10.1109/IDAACS.2017.8095179⟩
Accès au texte intégral et bibtex
https://hal.archives-ouvertes.fr/hal-01864832/file/IDAACS_Manar.pdf BibTex
titre
Smart Home Futures: Algorithmic Challenges and Opportunities
auteur
Hussain Kazmi, Manar Amayri, Fahad Mehmood
article
2017 14th International Symposium on Pervasive Systems, Algorithms and Networks & 2017 11th International Conference on Frontier of Computer Science and Technology & 2017 Third International Symposium of Creative Computing (ISPAN-FCST-ISCC), Jun 2017, Exeter, United Kingdom. ⟨10.1109/ISPAN-FCST-ISCC.2017.60⟩
Accès au texte intégral et bibtex
https://hal.archives-ouvertes.fr/hal-01864974/file/RiS-CPSCom2017_paper_1.pdf BibTex

2016

Journal articles

titre
Estimating Occupancy In Heterogeneous Sensor Environment
auteur
Manar Amayri, Abhay Arora, Stephane Ploix, Sanghamitra Bandhyopadyay, Quoc-Dung Ngo, Venkata Ramana Badarla
article
Energy and Buildings, Elsevier, 2016, 129, pp.46 - 58. ⟨10.1016/j.enbuild.2016.07.026⟩
Accès au texte intégral et bibtex
https://hal.archives-ouvertes.fr/hal-01864741/file/Journal%20Elsevier-energy%20and%20building.pdf BibTex

Conference papers

titre
Estimating occupancy from measurements and knowledge with Bayesian Networks
auteur
Manar Amayri, Quoc-Dung Ngo, Stephane Ploix
article
2016 International Conference on Computational Science and Computational Intelligence (CSCI), Dec 2016, Las Vegas, United States. ⟨10.1109/CSCI.2016.0102⟩
Accès au texte intégral et bibtex
https://hal.archives-ouvertes.fr/hal-01864924/file/paper-ieee.pdf BibTex
titre
Towards Interactive Learning for Occupancy Estimation
auteur
Manar Amayri, Stéphane Ploix, Patrick Reignier, Sanghamitra Bandyopadhyay
article
ICAI'16 - International Conference on Artificial Intelligence (as part of WORLDCOMP'16 - World Congress in Computer Science, Computer Engineering and Applied Computing), Jul 2016, Las Vegas, United States
Accès au texte intégral et bibtex
https://hal.archives-ouvertes.fr/hal-01407401/file/paper-edited.pdf BibTex

2015

Conference papers

titre
OCCUPANCY ESTIMATION USING NON INTRUSIVE SENSORS IN ENERGY EFFICIENT BUILDINGS
auteur
Abhay Arora, Manar Amayri, Venkataramana Badarla, Stephane Ploix, Sanghamitra Bandyopadhyay
article
14th Conference of International Building Performance Simulation Association, Hyderabad, India, Dec. 7-9, 2015., Dec 2015, Hyderabad, India
Accès au texte intégral et bibtex
https://hal.archives-ouvertes.fr/hal-01864941/file/LMvOEM-60.pdf BibTex
titre
Estimating Occupancy in an Office Setting
auteur
Manar Amayri, Stéphane Ploix, Sanghamitra Bandyopadhyay
article
The First International Symposium on Sustainable Human-Building Ecosystems (ISSHBE), Oct 2015, pittsburgh, United States. ⟨10.1061/9780784479681.008⟩
Accès au texte intégral et bibtex
https://hal.univ-grenoble-alpes.fr/hal-01246159/file/USpaper.pdf BibTex