All Stories

  1. Dynamic Deep Clustering of High-Dimensional Directional Data via Hyperspherical Embeddings with Bayesian Nonparametric Mixtures

    Article • July 2025, ACM (Association for Computing Machinery)

    Manar Amayri

  2. ResiDualNet: A novel electric vehicle charging data imputation technique to enhance load forecasting accuracy

    Article • Building Simulation, February 2025, Tsinghua University Press

    Manar Amayri

  3. Libby-Novick Beta-Liouville Distribution for Enhanced Anomaly Detection in Proportional Data

    Article • ACM Transactions on Intelligent Systems and Technology, June 2024, ACM (Association for Computing Machinery)

    Manar Amayri

  4. Explainable finite mixture of mixtures of bounded asymmetric generalized Gaussian and Uniform distributions learning for energy demand management

    Article • ACM Transactions on Intelligent Systems and Technology, March 2024, ACM (Association for Computing Machinery)

    Manar Amayri

  5. Data Clustering with Libby-Novick Beta-Liouville Mixture Models: A Minimum Message Length Approach

    Article • February 2024, ACM (Association for Computing Machinery)

    Manar Amayri

  6. Unsupervised Domain Adaptation in Smart Buildings.

    Article • February 2024, ACM (Association for Computing Machinery)

    Manar Amayri, Jawher Dridi

  7. A novel non-intrusive load monitoring technique using semi-supervised deep learning framework for smart grid

    Article • Building Simulation, December 2023, Tsinghua University Press

    Manar Amayri

  8. Occupancy Estimation in Smart Buildings: Impact of Data Quality on Feature Selection

    Article • November 2023, ACM (Association for Computing Machinery)

    Manar Amayri

  9. Addressing Load Forecasting Challenges in Industrial Environments Using Time Series Deep Models

    Article • November 2023, ACM (Association for Computing Machinery)

    Manar Amayri

  10. Assessing the Effectiveness of Supervised and Semi-supervised NILM Approaches in an Industrial Context

    Article • November 2023, ACM (Association for Computing Machinery)

    Manar Amayri

  11. Unsupervised Anomaly Detection using Deep Autoencoding Mixture of Probabilistic Principal Component Analyzers

    Article • February 2023, ACM (Association for Computing Machinery)

    Manar Amayri