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M. Amayri · SciRah

Researcher profile · Semantic Scholar

M. Amayri

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M. Amayri — researcher profile on SciRah

h-index: 19
Works: 161
Citations: 1,418

Most-cited papers

Transformer-based deep probabilistic network for load forecasting
Omar Bouhamed, Maher Dissem, M. Amayri, Nizar Bouguila
2025Engineering applications of artificial intelligence38 citations Open access
Semantic Scholar
Neural Architecture Search for Anomaly Detection in Time-Series Data of Smart Buildings: A Reinforcement Learning Approach for Optimal Autoencoder Design
Maher Dissem, M. Amayri, Nizar Bouguila
2024IEEE Internet of Things Journal31 citations
Semantic Scholar
A novel non-intrusive load monitoring technique using semi-supervised deep learning framework for smart grid
Mohammad Kaosain Akbar, M. Amayri, Nizar Bouguila
2023Building Simulation30 citations
Semantic Scholar
Clustering and Interpretability of Residential Electricity Demand Profiles
Sarra Kallel, M. Amayri, Nizar Bouguila
2025Italian National Conference on Sensors27 citations Open access
Semantic Scholar
Unsupervised domain adaptation with and without access to source data for estimating occupancy and recognizing activities in smart buildings
Jawher Dridi, M. Amayri, N. Bouguila
2023Building and Environment26 citations
Semantic Scholar
Unsupervised clustering-based domain adaptation for estimating occupancy and recognizing activities in smart buildings
Jawher Dridi, M. Amayri, Nizar Bouguila
2024Journal of Building Engineering21 citations
Semantic Scholar
Deep clustering analysis via variational autoencoder with Gamma mixture latent embeddings
Jiaxun Guo, Wentao Fan, M. Amayri, Nizar Bouguila
2024Neural Networks19 citations Open access
Semantic Scholar
Unsupervised domain adaptation without source data for estimating occupancy and recognizing activities in smart buildings
Jawher Dridi, M. Amayri, Nizar Bouguila
2023Energy and Buildings17 citations
Semantic Scholar
Occupant counting model development for urban building energy modeling using commercial off-the-shelf Wi-Fi sensing technology
Soroush Samareh Abolhassani, Azar Zandifar, Negar Ghourchian, M. Amayri +2 more
2024Building and Environment16 citations Open access
Semantic Scholar
Cross-collection latent Beta-Liouville allocation model training with privacy protection and applications
Zhi Luo, M. Amayri, Wentao Fan, N. Bouguila
2023Applied intelligence (Boston)15 citations Open access
Semantic Scholar
Dynamic Deep Clustering of High-Dimensional Directional Data via Hyperspherical Embeddings with Bayesian Nonparametric Mixtures
Zhi Luo, Wentao Fan, M. Amayri, Nizar Bouguila
2025Knowledge Discovery and Data Mining13 citations
Semantic Scholar
Unsupervised Fault Detection for Building Air Handling Unit Systems Using Deep Variational Mixture of Principal Component Analyzers
Viet Tra, M. Amayri, N. Bouguila
2024IEEE Transactions on Automation Science and Engineering13 citations
Semantic Scholar
ResiDualNet: A novel electric vehicle charging data imputation technique to enhance load forecasting accuracy
Belal Mahmud Fahim, Mohammad Kaosain Akbar, M. Amayri
2025Building Simulation12 citations
Semantic Scholar
Evaluation of Regression Models and Bayes-Ensemble Regressor Technique for Non-Intrusive Load Monitoring
Mohammad Kaosain Akbar, M. Amayri, Nizar Bouguila, B. Delinchant +1 more
2024Sustainable Energy, Grids and Networks11 citations Open access
Semantic Scholar
One-day-ahead electricity load forecasting of non-residential buildings using a modified Transformer-BiLSTM adversarial domain adaptation forecaster
Sami Ben Brahim, M. Amayri, Nizar Bouguila
2025International Journal of Dynamics and Control10 citations
Semantic Scholar
Sparse Coding-Based Transfer Learning for Energy Disaggregation
Skander Chouchene, M. Amayri, Nizar Bouguila
2024Energy and Buildings10 citations
Semantic Scholar
FSNet: A Hybrid Model for Seasonal Forecasting
Ahmed Rebei, M. Amayri, N. Bouguila
2024IEEE Transactions on Emerging Topics in Computational Intelligence10 citations
Semantic Scholar
Unsupervised Mixture Models on the Edge for Smart Energy Consumption Segmentation with Feature Saliency
H. Al-Bazzaz, Muhammad Azam, M. Amayri, N. Bouguila
2023Italian National Conference on Sensors10 citations Open access
Semantic Scholar
Explainable hybrid deep learning model with attention mechanism for short-term load forecasting
Mohamed Amine Lahyani, M. Amayri
2025Sustainable Cities and Society: Advances9 citations Open access
Semantic Scholar
Explainable domain adaptation for imbalanced occupancy estimation
Naailah Mahamoodally, Jawher Dridi, M. Amayri
2024Journal of Building Engineering9 citations
Semantic Scholar
ICA and IVA bounded multivariate generalized Gaussian mixture based hidden Markov models
Ali H. Algumaei, Muhammad Azam, M. Amayri, N. Bouguila
2023Engineering applications of artificial intelligence9 citations
Semantic Scholar
Unsupervised Adversarial Domain Adaptation for Estimating Occupancy and Recognizing Activities in Smart Buildings
Jawher Dridi, M. Amayri, Nizar Bouguila
2024Proceedings of the 2024 9th International Conference on Intelligent Information Technology8 citations
Semantic Scholar
Unsupervised anomaly detection and imputation in noisy time series data for enhancing load forecasting
Maher Dissem, M. Amayri
2024Applied intelligence (Boston)8 citations
Semantic Scholar
Adaptive deep clustering via disentangled hyperspherical VAEs with contrastive geometry optimization
Zhi Luo, Wentao Fan, M. Amayri, Nizar Bouguila
2026Neurocomputing7 citations
Semantic Scholar
Parallel inference for cross-collection latent generalized Dirichlet allocation model and applications
Zhi Luo, M. Amayri, Wentao Fan, Koffi Eddy Ihou +1 more
2023Expert systems with applications7 citations
Semantic Scholar
Deep Learning Based Solution for Appliance Operational State Detection and Power Estimation in Non-intrusive Load Monitoring
Mohammad Kaosain Akbar, M. Amayri, N. Bouguila
2023International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems6 citations
Semantic Scholar
Evaluation of Two Novel Supervised Non-Intrusive Load Monitoring Techniques
Mohammad Kaosain Akbar, M. Amayri, Nizar Bouguila
20242024 IEEE 12th International Conference on Smart Energy Grid Engineering (SEGE)3 citations
Semantic Scholar
Libby-Novick Beta-Liouville Distribution for Enhanced Anomaly Detection in Proportional Data
O. Sghaier, M. Amayri, Nizar Bouguila
2024ACM Transactions on Intelligent Systems and Technology3 citations
Semantic Scholar
Robust Interactive HMI for Occupancy Estimation in Smart Buildings (WIP)
Maher Dissem, M. Amayri, Nizar Bouguila
2024Consumer Communications and Networking Conference3 citations
Semantic Scholar
Assessing the Effectiveness of Supervised and Semi-supervised NILM Approaches in an Industrial Context
Mohammad Kaosain Akbar, M. Amayri, Nizar Bouguila, F. Wurtz +1 more
2023International Conference on Computational Intelligence and Intelligent Systems3 citations Open access
Semantic Scholar
Liouville-Based Predictive Models for Occupancy Estimation Using Small Training Data
Jiaxun Guo, M. Amayri, Wentao Fan, N. Bouguila
2023IEEE Internet of Things Journal3 citations
Semantic Scholar
Scalable activity recognition in smart buildings via generalized domain adaptation of IoT sensor data
Ons Abderrahim, Jawher Dridi, M. Amayri, Nizar Bouguila
2026Energy and Buildings2 citations
Semantic Scholar
Latent Code Description for Unsupervised AHU Fault Detection Using Adaptive Adversarial Autoencoder
Viet Tra, M. Amayri, Nizar Bouguila
2026IEEE Transactions on Automation Science and Engineering2 citations
Semantic Scholar
Interpretable Generalized Gaussian Mixture Modeling for Risk-Aware Solar Power Forecasting
Raed Cherni, M. Amayri, Nizar Bouguila
2025Sustainable Cities and Society: Advances2 citations Open access
Semantic Scholar
Occupancy estimation and activity recognition in smart buildings using open set domain adaptation
Ons Abderrahim, Jawher Dridi, M. Amayri, Nizar Bouguila
2025Journal of Building Engineering2 citations Open access
Semantic Scholar
Flexible Dirichlet Mixture Model for Multi-modal data Clustering
Seunghyun Hong, Fatma Najar, M. Amayri, Nizar Bouguila
2025The Florida AI Research Society2 citations Open access
Semantic Scholar
Semi-Supervised Mixture of Probabilistic Principal Component Analyzers for Modeling Human Behavior
Naailah Mahamoodally, Viet Tra, M. Amayri
2025Energy and Buildings2 citations
Semantic Scholar
Unsupervised Partial Domain Adaptation for Occupants Behavior Modeling in Smart Buildings
Jawher Dridi, M. Amayri, Nizar Bouguila
2025International Conference on Smart Grids and Green IT Systems2 citations Open access
Semantic Scholar
Non intrusive load monitoring using additive time series modeling via finite mixture models aggregation
Soudabeh Tabarsaii, M. Amayri, Nizar Bouguila, Ursula Eicker
2024Journal of Ambient Intelligence and Humanized Computing2 citations Open access
Semantic Scholar
Novel mixture allocation models for topic learning
Kamal Maanicshah, M. Amayri, Nizar Bouguila
2024International Conference on Climate Informatics2 citations Open access
Semantic Scholar
Multi-Source Domain Adaptation Using Ambient Sensor Data
Jawher Dridi, M. Amayri, Nizar Bouguila
2024Applied Artificial Intelligence2 citations Open access
Semantic Scholar
Addressing Explainability in Load Forecasting Using Time Series Machine Learning Models
Mohamed Bouzid, M. Amayri
20242024 IEEE 12th International Conference on Smart Energy Grid Engineering (SEGE)2 citations
Semantic Scholar
A hierarchical count data clustering based on Multinomial Nested Dirichlet Mixture using the Minorization-Maximization framework
Fares Alkhawaja, M. Amayri, Nizar Bouguila
2024The Florida AI Research Society2 citations Open access
Semantic Scholar
Hidden Markov models with multivariate bounded asymmetric student’s t-mixture model emissions
Ons Bouarada, Muhammad Azam, M. Amayri, Nizar Bouguila
2024Pattern Analysis and Applications2 citations
Semantic Scholar
Affinity-Driven Transfer Learning for Load Forecasting
Ahmed Rebei, M. Amayri, Nizar Bouguila
2024Italian National Conference on Sensors2 citations Open access
Semantic Scholar
Simultaneous count data feature selection and clustering using Multinomial Nested Dirichlet Mixture
Fares Alkhawaja, M. Amayri, Nizar Bouguila
2024The Florida AI Research Society2 citations Open access
Semantic Scholar
Explainable finite mixture of mixtures of bounded asymmetric generalized Gaussian and Uniform distributions learning for energy demand management
H. Al-Bazzaz, Muhammad Azam, M. Amayri, Nizar Bouguila
2024ACM Transactions on Intelligent Systems and Technology2 citations Open access
Semantic Scholar
Adaptive Constrained ICAMGGMM: An Improvement Over ICA
Ali H. Algumaei, Muhammad Azam, M. Amayri, Nizar Bouguila
2023International Conference on Social Networks Analysis, Management and Security2 citations
Semantic Scholar
Refining Nonparametric Mixture Models with Explainability for Smart Building Applications
H. Al-Bazzaz, K. Saravanakumar, M. Amayri, Nizar Bouguila
2023IEEE International Conference on Systems, Man and Cybernetics2 citations
Semantic Scholar
Unsupervised Anomaly Detection using Deep Autoencoding Mixture of Probabilistic Principal Component Analyzers
Viet Tra, H. Al-Bazzaz, M. Amayri, N. Bouguila
2023International Conferences on Intelligent Information Technology2 citations Open access
Semantic Scholar

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