Belkacem Chikhaoui
Belkacem Chikhaoui
Assistant professor, TELUQ University, Montreal
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A standard ontology for smart spaces
B Abdulrazak, B Chikhaoui, C Gouin-Vallerand, B Fraikin
International Journal of Web and Grid Services 6 (3), 244-268, 2010
A frequent pattern mining approach for ADLs recognition in smart environments
B Chikhaoui, S Wang, H Pigot
2011 IEEE International Conference on Advanced Information Networking andá…, 2011
An improved hybrid recommender system by combining predictions
B Chikhaoui, M Chiazzaro, S Wang
2011 IEEE Workshops of International Conference on Advanced Informationá…, 2011
ADR-SPLDA: Activity discovery and recognition by combining sequential patterns and latent Dirichlet allocation
B Chikhaoui, S Wang, H Pigot
Pervasive and Mobile Computing 8 (6), 845-862, 2012
A new algorithm based on sequential pattern mining for person identification in ubiquitous environments
B Chikhaoui, S Wang, H Pigot
KDD workshop on knowledge discovery from sensor data, 19-28, 2010
A new granger causal model for influence evolution in dynamic social networks: The case of dblp
B Chikhaoui, M Chiazzaro, S Wang
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
Clustering home activity distributions for automatic detection of mild cognitive impairment in older adults
A Ahmad, C Belkacem, M Nora, K Jeffrey A, A Daniel, M Alex
Journal of Ambient Intelligence and Smart Environments 8 (4), 437-451, 2016
Towards analytical evaluation of human machine interfaces developed in the context of smart homes
B Chikhaoui, H Pigot
Interacting with Computers 22 (6), 449-464, 2010
Towards automatic feature extraction for activity recognition from wearable sensors: a deep learning approach
B Chikhaoui, F Gouineau
2017 IEEE international conference on data mining workshops (ICDMW), 693-702, 2017
Pattern-based causal relationships discovery from event sequences for modeling behavioral user profile in ubiquitous environments
B Chikhaoui, S Wang, T Xiong, H Pigot
Information Sciences 285, 204-222, 2014
Smart home technology: a new approach for performance measurements of activities of daily living and prediction of mild cognitive impairment in older adults
M Lussier, S Adam, B Chikhaoui, C Consel, M Gagnon, B Gilbert, ...
Journal of Alzheimer's Disease 68 (1), 85-96, 2019
Feature-level combination of skeleton joints and body parts for accurate aggressive and agitated behavior recognition
B Chikhaoui, B Ye, A Mihailidis
Journal of Ambient Intelligence and Humanized Computing 8 (6), 957-976, 2017
Spatio-temporal abnormal behavior prediction in elderly persons using deep learning models
M Zerkouk, B Chikhaoui
Sensors 20 (8), 2359, 2020
Challenges in collecting big data in a clinical environment with vulnerable population: Lessons learned from a study using a multi-modal sensors platform
B Ye, SS Khan, B Chikhaoui, A Iaboni, LS Martin, K Newman, A Wang, ...
Science and engineering ethics 25 (5), 1447-1466, 2019
Detecting communities of authority and analyzing their influence in dynamic social networks
B Chikhaoui, M Chiazzaro, S Wang, M Sotir
ACM Transactions on Intelligent Systems and Technology (TIST) 8 (6), 1-28, 2017
Learning a song: an ACT-R model
B Chikhaoui, H Pigot, M Beaudoin, G Pratte, P Bellefeuille, F Laudares
International Journal of Computer and Information Engineering 3 (7), 1784-1789, 2009
Machine learning based classification using clinical and DaTSCAN SPECT imaging features: a study on Parkinson’s disease and SWEDD
R Mabrouk, B Chikhaoui, L Bentabet
IEEE Transactions on Radiation and Plasma Medical Sciences 3 (2), 170-177, 2018
A CNN based transfer learning model for automatic activity recognition from accelerometer sensors
B Chikhaoui, F Gouineau, M Sotir
International Conference on Machine Learning and Data Mining in Patterná…, 2018
Ensemble learning-based algorithms for aggressive and agitated behavior recognition
B Chikhaoui, B Ye, A Mihailidis
Ubiquitous Computing and Ambient Intelligence, 9-20, 2016
User’s behavior study for smart houses occupant prediction
R Kadouche, B Chikhaoui, B Abdulrazak
annals of telecommunications-annales des tÚlÚcommunications 65 (9), 539-543, 2010
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