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OCCUPANCY ESTIMATION USING NON INTRUSIVE SENSORS IN ENERGY EFFICIENT BUILDINGS

Abhay Arora , Manar Amayri , Venkataramana Badarla , Stéphane Ploix , Sanghamitra Bandyopadhyay
14th Conference of International Building Performance Simulation Association, Hyderabad, India, Dec. 7-9, 2015., Dec 2015, Hyderabad, India
Communication dans un congrès hal-01864941v1
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On Short-Term Load Forecasting Using Machine Learning Techniques and a Novel Parallel Deep LSTM-CNN Approach

Behnam Farsi , Manar Amayri , Nizar Bouguila , Ursula Eicker
IEEE Access, 2021, 9, pp.31191 - 31212. ⟨10.1109/access.2021.3060290⟩
Article dans une revue hal-03187029v1
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Apprentissage interactif et coopératif pour l'expérimentation de son chezsoi

Estefania Alvarez del Castillo Cardoso , Manar Amayri , Stéphane Ploix , Patrick Reignier
IBPSA France 2022- International Building Performance Simulation Association, May 2022, Châlons en Champagne, France
Communication dans un congrès hal-03714506v1
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Estimating occupancy from measurements and knowledge with Bayesian Networks

Manar Amayri , Quoc-Dung Ngo , Stéphane Ploix
2016 International Conference on Computational Science and Computational Intelligence (CSCI), Dec 2016, Las Vegas, United States. ⟨10.1109/CSCI.2016.0102⟩
Communication dans un congrès hal-01864924v1
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Estimating Occupancy in an Office Setting

Manar Amayri , Stéphane Ploix , Sanghamitra Bandyopadhyay
The First International Symposium on Sustainable Human-Building Ecosystems (ISSHBE), Oct 2015, pittsburgh, United States. ⟨10.1061/9780784479681.008⟩
Communication dans un congrès hal-01246159v1
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Estimating occupancy using interactive learning with a sensor environment: real-time experiments

Manar Amayri , Stéphane Ploix , Nizar Bouguila , Frédéric Wurtz
IEEE Access, 2019, 7, pp.53932 - 53944. ⟨10.1109/ACCESS.2019.2911921⟩
Article dans une revue hal-02111585v1

Modelling of occupant behaviour in non-residential mixed-mode buildings: The distinctive features of tropical climates

Maareva Payet , Mathieu David , Philippe Lauret , Manar Amayri , Stéphane Ploix , et al.
Energy and Buildings, 2022, 259, pp.111895. ⟨10.1016/j.enbuild.2022.111895⟩
Article dans une revue hal-03602309v1

Estimating Occupancy from Measurements and Knowledge Using Bayesian Network for Energy Management

Manar Amayri , Stéphane Ploix , Hussain Kazmi , Quoc-Dung Ngo , Abed Safadi
Journal of Sensors, 2019, 12, pp.7129872. ⟨10.1155/2019/7129872⟩
Article dans une revue hal-02111574v1

A study of interactions between anticipative and reactive building energy management systems

Singh Mahendra , Manar Amayri , Stéphane Ploix , Frédéric Wurtz
IBPSA 2014, May 2014, Arras, France
Communication dans un congrès hal-00997064v1
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Database quality assessment for interactive learning: Application to occupancy estimation

Manar Amayri , Stéphane Ploix , Nizar Bouguila , Frederic Wurtz
Energy and Buildings, 2020, 209, pp.109578. ⟨10.1016/j.enbuild.2019.109578⟩
Article dans une revue hal-03260257v1

Decision tree and Parametrized classifier for Estimating occupancy in energy management

Manar Amayri , Stéphane Ploix
2018 5th International Conference on Control, Decision and Information Technologies (CoDIT), Apr 2018, Thessaloniki, France. pp.397-402
Communication dans un congrès hal-02111625v1
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Assessing the Effectiveness of Supervised and Semi-supervised NILM Approaches in an Industrial Context

Mohammad Kaosain Akbar , Manar Amayri , Nizar Bouguila , Frederic Wurtz , Benoit Delinchant
CIIS 2023: 6th International Conference on Computational Intelligence and Intelligent Systems, Science and Engineering Institute (SCIEI), Nov 2023, Tokyo Japan, France. pp.7-13, ⟨10.1145/3638209.3638211⟩
Communication dans un congrès hal-04519112v1
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Estimating Occupancy In Heterogeneous Sensor Environment

Manar Amayri , Abhay Arora , Stéphane Ploix , Sanghamitra Bandhyopadyay , Quoc-Dung Ngo , et al.
Energy and Buildings, 2016, 129, pp.46 - 58. ⟨10.1016/j.enbuild.2016.07.026⟩
Article dans une revue hal-01864741v1

Estimating Occupancy in Residential Context Using Bayesian Networks for Energy Management

Manar Amayri , Hussain Kazimi , Quoc-Dung Ngo , Stéphane Ploix
20th International Conference on Machine Learning for Prediction and Control, Feb 2018, London, United Kingdom
Communication dans un congrès hal-01864904v1
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Smart Home Futures: Algorithmic Challenges and Opportunities

Hussain Kazmi , Manar Amayri , Fahad Mehmood
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⟩
Communication dans un congrès hal-01864974v1
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Towards Interactive Learning for Occupancy Estimation

Manar Amayri , Stéphane Ploix , Patrick Reignier , Sanghamitra Bandyopadhyay
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
Communication dans un congrès hal-01407401v1
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Bayesian Network and Hidden Markov Model for Estimating occupancy from measurements and knowledge

Manar Amayri , Quoc-Dung Ngo , El Abed El Safadi , Stéphane Ploix
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⟩
Communication dans un congrès hal-01864832v1
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Performance Evaluation of Geometric Area Analysis Technique for Anomaly Detection Using Trapezoidal Area Estimation

Yogesh Pawar , Manar Amayri , Nizar Bouguila
International Symposium on Networks, Computers and Communications (ISNCC), Oct 2020, Montreal, Canada. ⟨10.1109/ISNCC49221.2020.9297250⟩
Communication dans un congrès hal-03188337v1
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Indicators for Evaluation of Energetic Performance of Net Zero Energy Buildings

Nana Kofi Twum-Duah , Manar Amayri , Frédéric Wurtz , Stéphane Ploix
5th IEEE International Smart Cities Conference (ISC2) 2019, Oct 2019, Casablanca, Morocco. pp.136-142, ⟨10.1109/ISC246665.2019.9071782⟩
Communication dans un congrès hal-03713498v1