Ahlame Douzal-Chouakria

Time series distance-based methods for non-intrusive load monitoring in residential buildings

Kaustav Basu, Vincent Debusschere, Ahlame Douzal-Chouakria et al. · Energy and Buildings · 2015 · 88 citations

Engineering, Smart Building, Civil Engineering +8

Generalized k-means-based clustering for temporal data under weighted and kernel time warp

Saeid Soheily-Khah, Ahlame Douzal-Chouakria, Éric Gaussier · Pattern Recognition Letters · 2016 · 65 citations

Document Clustering, Engineering, Machine Learning +11

Principal component analysis for interval‐valued observations

Ahlame Douzal-Chouakria, Lynne Billard, Edwin Diday · Statistical Analysis and Data Mining The ASA Data Science Journal · 2011 · 58 citations · Full text

Face Detection, Facial Recognition System, Engineering +14

Classification trees for time series

Ahlame Douzal-Chouakria, Cécile Amblard · Pattern Recognition · 2011 · 46 citations

Engineering, Data Science, Data Mining +9

A large margin time series nearest neighbour classification under locally weighted time warps

Jidong Yuan, Ahlame Douzal-Chouakria, Saeed Varasteh Yazdi et al. · Knowledge and Information Systems · 2018 · 24 citations

Data Classification, Support Vector Machine, Classification Method +9