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DOCUMENTS BY belkacem.chikhaoui@teluq.ca

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Journal Articles

Chikhaoui, Belkacem; Bing, Ye, & Mihailidis, Alex (2018). Aggressive and agitated behavior recognition from accelerometer data using non-negative matrix factorization. Journal of Ambient Intelligence and Humanized Computing, 9 (5), 1375–1389. https://doi.org/10.1007/s12652-017-0537-x

Ye, Bing; Khan, Shehroz S.; Chikhaoui, Belkacem; Iaboni, Andrea; Schindel Martin, Lori; Newman, Kristine; Wang, Angel, & Mihailidis, Alex (In Press). Challenges in collecting big data in a clinical environment with vulnerable population : Lessons learned from a study using a multi-modal sensors platform. Journal of Science and Engineering Ethics.

Mabrouk, Rostom; Chikhaoui, Belkacem, & Bentabet, Layachi (In Press). Machine Learning Models Classification using Clinical and DaTSCAN SPECT Imaging features: A Study on SWEDD and Parkinson’s disease. IEEE Transactions on Radiation and Plasma Medical Sciences.

Chikhaoui, Belkacem; Chiazzaro, Mauricio; Wang, Shengrui, & Sotir, Martin (2017). Detecting communities of authority and analyzing their influence in dynamic social networks. ACM Transactions on Intelligent Systems and Technology (TIST), 8 (6), 82:1-82:28.

Chikhaoui, Belkacem; Ye, Bing, & Mihailidis, Alex (2017). Feature-level combination of skeleton joints and body parts for accurate aggressive and agitated behavior recognition. Journal of Ambient Intelligence and Humanized Computing, 8 (6), 957–976.

Papers in Conference Proceedings

Chikhaoui, Belkacem; Ruer, Perrine, & Vallières, Évelyne F. (In Press). A Deep Learning Method for Automatic Visual Attention Detection in Older Drivers. In 17th International Conference On Smart Living and Public Health (ICOST 2019). New York City, USA : Springer.

Tshimula, Jean-Marie; Chikhaoui, Belkacem, & Wang, Shengrui (In Press). HAR-search: A Method to Discover Hidden Affinity Relationships in Online Communities. In The 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2019). Vancouver, Canada : IEEE/ACM.

Zerkouk, Meriem, & Chikhaoui, Belkacem (In Press). Long Short Term Memory Based Model for Abnormal Behavior Prediction in Elderly Persons. In 17th International Conference On Smart Living and Public Health (ICOST 2019). New York City, USA : Springer.

Chikhaoui, Belkacem; Bier, Nathalie; Lussier, Maxime; Gagnon, Mathieu; Giroux, Sylvain, & Pigot, Hélène (In Press). Automatic Identification of Behavior Patterns in Mild Cognitive Impairments and Alzheimer's Disease Based on Activities of Daily Living. In 16th International Conference On Smart homes and health Telematics. Singapore, coll. « Springer ».

Chikhaoui, Belkacem; Frank, Gouineau, & Martin, Sotir (In Press). A CNN Based Transfer Learning Model for Automatic Activity Recognition from Accelerometer Sensors. In 14th International Conference on Machine Learning and Data Mining MLDM 2018. New York, USA, coll. « Springer ».

Chikhaoui, Belkacem, & Frank, Gouineau (2017). Towards Automatic Feature Extraction for Activity Recognition from Wearable Sensors: A Deep Learning Approach. In IEEE ICDM Workshops (p. 693-702). New Orleans, USA, coll. « IEEE ».