Open access research
publication repository

DOCUMENTS BY belkacem.chikhaoui@teluq.ca

Up one level
Export as [feed] Atom [feed] RSS 1.0 [feed] RSS 2.0

Journal Articles

Ye, Bing; Khan, Shehroz S.; Chikhaoui, Belkacem; Iaboni, Andrea; Schindel Martin, Lori; Newman, Kristine; Wang, Angel, & Mihailidis, Alex (2019). 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, 25 (5), 1447–1466. https://doi.org/10.1007/s11948-018-0072-y

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

Mabrouk, Rostom; Chikhaoui, Belkacem, & Bentabet, Layachi (2018). Machine Learning Based Classification Using Clinical and DaTSCAN SPECT Imaging Features: A Study on Parkinson’s Disease and SWEDD. IEEE Transactions on Radiation and Plasma Medical Sciences, 3 (2), 170 - 177.

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 (2019). Long Short Term Memory Based Model for Abnormal Behavior Prediction in Elderly Persons. In Pagán, J.; Mokhtari, M.; Aloulou, H.; Abdulrazak, B., & Cabrera, M. (Ed.), How AI Impacts Urban Living and Public Health : 17th International Conference On Smart Homes and Health Telematics (ICOST 2019). New York City, USA : Springer, coll. « Lecture Notes in Computer Science », vol. 11862.

Chikhaoui, Belkacem; Lussier, Maxime; Gagnon, Mathieu; Pigot, Hélène; Giroux, Sylvain, & Bier, Nathalie (2018). Automatic Identification of Behavior Patterns in Mild Cognitive Impairments and Alzheimer's Disease Based on Activities of Daily Living. In Mokhtari, M.; Abdulrazak, B., & Aloulou, H. (Ed.), Smart Homes and Health Telematics, Designing a Better Future: Urban Assisted Living. 16th International Conference On Smart Homes and Health Telematics (ICOST 2018) (p. 60-72). Singapore : Springer, coll. « Lecture Notes in Computer Science », vol. 10898. https://doi.org/10.1007/978-3-319-94523-1_6

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 ».