Robust Interactive HMI for Occupancy Estimation in Smart Buildings (WIP). - Maher Dissem; Manar Amayri; Nizar Bouguila (CCNC, 2024)

Neural Architecture Search for Anomaly Detection in Time-Series Data of Smart Buildings: A Reinforcement Learning Approach for Optimal Autoencoder Design. - Maher Dissem; Manar Amayri; Nizar Bouguila (IEEE Internet Things J., 2024)

Transformer-based deep probabilistic network for load forecasting. - Omar Bouhamed; Maher Dissem; Manar Amayri; Nizar Bouguila (Eng. Appl. Artif. Intell., 2025)

Unsupervised anomaly detection and imputation in noisy time series data for enhancing load forecasting. - Maher Dissem; Manar Amayri (Appl. Intell., 2025)

Toward Efficient Federated Load Forecasting: Personalization Mechanisms and Their Impact. - Maher Dissem; Manar Amayri (IEEE Internet Things J., 2025)