Time Series classification | Time Series Clustering

Ahlame Douzal

Associate Professor (HDR) in Computer Science
Université Grenoble Alpes, LIG-APTIKAL, CNRS (UMR 5217)
Email: Ahlame[dot]douzal[at]imag[dot]fr
Phone: +33 (0)4 57 42 14 85
Address:

Bâtiment IMAG - 700 Avenue des Résidences
Domaine universitaire de Saint Martin d’Hères
- BP53 - 38041 Grenoble Cedex 9

Research field: Machine Learning, Artificial Intelligence, Data Science

Topic Interest:

Time series classification/clustering
Deep learning for temporal data analytics
Explainable Artificial Intelligence
Sparse coding/Dictionary learning for temporal data
Temporal metric learning, Temporal kernels
Spectral Clustering, Kernel Clustering

Application Domain:

Human activity recognition
Artificial intelligence for medical and biological data analysis
Energy Data Analysis: Electrical power consumption analysis
Energy-Saving Buildings: Multisensors data analysis, Load Appliance Monitoring
Social Media data analytics: Buzz trend prediction, Topic change detection in social posts