Soft margin SVM modeling for handling imbalanced human activity datasets in multiple homes. - M'hamed Bilal Abidine; Nawel Yala; Belkacem Fergani; Laurent Clavier (ICMCS, 2014)

Feature extractionand incremental learning to improve activity recognition on streaming data. - Nawel Yala; Belkacem Fergani; Anthony Fleury (EAIS, 2015)

Feature extraction for human activity recognition on streaming data. - Nawel Yala; Belkacem Fergani; Anthony Fleury (INISTA, 2015)

Towards improving feature extraction and classification for activity recognition on streaming data. - Nawel Yala; Belkacem Fergani; Anthony Fleury (J. Ambient Intell. Humaniz. Comput., 2017)