Publications

JOURNAUX SCIENTIFIQUES (DEPUIS 2012)

  • Boukhechba M, Bouzouane A, Bouchard B, Gaboury S, G-Vallerand C, Giroux S: Prediction of next destinations from irregular Patterns, J. Ambient Intelligence and Humanized Computing, Springer, pp. 1-25, 2017.
  • Boukhechba M., Gaboury S., Bouzouane A., Gouin-Vallerand C., Bouchard B., Giroux S.: A novel Bluetooth Low Energy Based System For Spatial Exploration In Smart Cities, Expert Systems with Applications, Elsevier, 2017.
  • Hao J, Bouchard B, Bouzouane A, Gaboury S, Activity Inference Engine for Real-time Cognitive Assistance in Smart Environments, Journal of Ambient Intelligence and Humanized Computing, Sringer, pp. 1-19, 2017.
  • Bilodeau J.S., Gaboury S., Bouzouane A., Bouchard B.: An experimental comparative study of RSSI-based positioning algorithms for passive RFID localization in smart environments, Journal of Ambient Intelligence and Humanized Computing, Sringer, pp. 1-20, 2017.
  • Albrecht S., Bouchard B., et al.: Reports of the 2016 AAAI workshop program. AI Magazine, 37(3), 99-108, 2016.
    Boukhechba M., A. Bouzouane, B. Bouchard, C. Gouin-Vallerand, S. Giroux: Energy optimization for outdoor activity recognition, Journal of Sensors, Special issue « Embedded Systems for Mobile Sensors », Impact factor 1.182, pp 1-13, 2016.
  •  Belly C., Gaboury S., Bouchard B., Bouzouane A.: Nonintrusive System for Assistance and Guidance in Smart Homes Based on Electrical Devices Identification, Journal Expert Systems With Applications, Elsevier, (accepted for publication), 2015, PP 1-29. (ESWA is ranked #1 in the Google Scholar category Artificial Intelligence)
  • Fortin-Simard D., Bilodeau J.S., Bouchard K., Gaboury S., Bouchard B., Bouzouane A.: Exploiting Passive RFID Technology for Activity Recognition in Smart Homes, IEEE Intelligent Systems (journal), IEEE publisher, (accepted for publication), 2015, pp 1-8.
  • Moutacalli T., Bouchard B., Bouzouane A.: The Behavioral Profiling Based on Times Series Forecasting for Smart Homes Assistance , Journal of Ambient Intelligence and Humanized Computing (AIHC), Springer publisher, 2015, PP 1-13.
  • Fortin-Simard D., Bilodeau J-S, Gaboury S., Bouchard B., Bouzouane A.: Method of Recognition and Assistance Combining Passive Rfid and Electrical Load Analysis That Handles Cognitive Errors , International Journal of Distributed Sensor Networks, 2015, PP 1-23.
  • Bouchard K., Bouchard B., Bouzouane A. and Giroux S.: Regression Analysis for Gesture Recognition Using RFID Technology, International Journal of Smart Home (IJSH), (accepted), pp.1-16, 2015.
  • Bouchard K., Bouchard B., Bouzouane A.: Spatial Recognition of Activities for Cognitive Assistance: Realistic Scenarios Using Clinical Data from Alzheimer’s Patients, Journal of Ambient Intelligence and Humanized Computing, Springer-Verlag, Berlin Heidelberg, pp 1-22, 2014.
  • Roy C. P., Bouchard B., Bouzouane A., Giroux S.: Ambient Activity Recognition in Smart Environments for Cognitive Assistance, Int. Journal of Robotics Applications and Technologies (IJRAT), Vol. 1(1), pp. 29-56, 2014.
  • Corinne Belley, Sébastien Gaboury, Bruno Bouchard, Abdenour Bouzouane: Efficient and Inexpensive Method for Activity Recognition within a Smart Home based on Load Signatures of Appliances, Journal Pervasive and Mobile Computing, Elsevier publisher, 2013, pages 1-23.
  • Bouchard K., Fortin-Simard D., Gaboury S., Bouchard B., Bouzouane A.: Accurate RFID Trilateration to Learn and Recognize Spatial Activities in Smart Env., Int. Jour. of Distributed Sensor Networks, pages 1-15, 2013.
  • Amirjavid F., Bouzouane A., Bouchard B.: Data driven modeling of the simultaneous activities in ambient environments, Jour. of Ambient Intelligence and Humanized Computing, Springer, pp 1-24, june 2013.
  • Lapointe J., Verreault A., Bouchard B., Bouchard J., Potvin A., Bouzouane A. How to Maximize the Effectiveness of Prompts in Assistive Technologies According to the Particular Cognitive Profile of People with Alzheimer , International Journal of Smart Homes (IJSH), pages 1-23, 2013.
  • Amirjavid F., Bouzouane A., Bouchard B.: Activity Modeling under Uncertainty by Trace of Objects in Smart Homes, Jour. Ambient Intelligence and Humanized Computing, Springer, pp. 1-16, 2013.
  • Rocher P-O, Bouchard B., Bouzouane A.: A New Platform to Easily Experiment Activity Recognition Systems Based on Passive RFID Tags: Experimentation with Data Mining Algorithms, International Journal of Smart Homes (IJSH), p.7,24, Vol. 6(2), April 2012.
  • Bouchard K., A. Ajroud, Bouchard B., Bouzouane A.: SIMACT: a new 3D Open Source Smart Home Simulator for Testing Act. Rec. Algorithms, Jour. of Hybrid Information Technology (IJHIT), volume 5 (3), p.7-24, April 2012.

LIVRES ET CHAPITRES DE LIVRES (DEPUIS 2012)

  • Bouchard K., Hao J., Bouchard B., Gaboury S., Moutacalli T., Gouin-Vallerand C., Ngankam H.K., Pigot H., Giroux S. : The Cornerstones of Smart Home Research for Healthcare, Advanced Data Analytics in Health, Springer, 2018.
  • Bouchard B. (Editor), Smart Technologies in Healthcare (BOOK), Taylor & Francis CRC Press, ISBN-9781498722001, 235 pages, 2017.
  • Bouchard B., Bouchard K., Gaboury S., Bouzouane A. : Smart Senior Residences: How to Improve Services Efficiency and Quality by Exploiting Big Data and Ambient Intelligence, Handbook of Research on Big Data Management and the Internet of Things for Improved Health Systems, pp. 1-18, 2017.
  • Bouchard K., Bilodeau J.-S., Fortin-Simard D., Gaboury S., Bouchard B., Bouzouane A.: Exploiting Passive RFID Technology for Indoor Localization in Smart Environments, Opportunistic Networking: Vehicular, D2D and Cognitive Radio Networks, CRC press, Taylor & Francis, pp. 168-200, April 2017.
  • Bouchard K., Bouchard B., Bouzouane A.: Practical Guidelines to Build Smart Homes: Lessons Learned, Opportunistic Networking: Vehicular, D2D and Cognitive Radio Networks, CRC press, Taylor & Francis, pp. 206-234, April 2017.
  • Guillet S., Bouchard B., Bouzouane A.: Safe and automatic addition of fault tolerance for smart homes dedicated to people with disabilities, Book chapter « Trends in Ambient Intelligent Systems: Role of Computational Intelligence », Springer publisher, page 1-25, 2015.
  • Boudreault A., Bouchard J., Bouchard B.: Helping traumatically brain-injured patients through daily living : how assistive systems can facilitate task completion , Book chapter in Encyclopedia of E-Health and Telemedicine, IGI Global, 2015.
  • Bouchard K., Bouchard B., Bouzouane A.: Practical Guidelines to Build Smart Homes: Lessons Learned, Opportunistic networking, smart home, smart city, etc. (Book chapter), CRC press, Taylor & Francis, pp. 1-37, august 2014.
  • Bouchard K., Gaboury S., Bouchard B., Bouzouane A.: Exploiting Passive RFID Technology for Indoor Localization in Smart Environments , Opportunistic networking, smart home, smart city, etc. (Book chapter), CRC press, Taylor & Francis, pp. 1-20, (accepted for publication), august 2014

ACTES DE CONFÉRENCES SCIENTIFIQUES  (DEPUIS 2012)

  • Francillette Y, Boucher E, Bouchard B, Bouchard K, Gaboury S, Bernard  P, Romain A J, Development of an Exergame on Mobile Phones to  Increase Physical Activity for Adults with Severe Mental Illness,  Proceedings of the 11th ACM International Conference on Pervasive  Technologies Related to Assistive Environments (PETRA’18), June 26-29  (2018), Corfu Island, Greece, 1-8.
  • Bouchard B, Francillette Y, Bouchard K, Gaboury S, Modeling Human  Activities Using Behavior Trees in Smart Homes. Proceedings of the 11th  ACM International Conference on Pervasive Technologies Related to  Assistive Environments (PETRA’18), June 26-29 (2018), Corfu Island,  Greece, 1-8.
  • Bouchard B, Gaboury S, Bouchard K, Exploiting the Open Innovation  Model in Assistive Technologies. Proceedings of the 11th ACM  International Conference on Pervasive Technologies Related to Assistive  Environments (PETRA’18), June 26-29 (2018), Corfu Island, Greece, 1-8.
  • Lemarcis B., Plantevin V., Bouchard B., Menelas B., Optimize Limited Memory and Warping LCSS for Online Gesture Recognition, International Conference on Human Computer Interaction: Theory and Applications, Porto, Portugal, February 27 – March 1, page 1-8, 2017.
  • Yaddaden Y., Bouzouane A., Gaboury S., Adda M., Bouchard B.: Facial Expression Recognition from Video using Geometric Features, 8th International Conference on Pattern Recognition Systems, IET publisher, Madrid, Spain, 11-13 July, pp 1-8, 2017.
  • Yaddaden Y, Adda M, Bouzouane A, Gaboury S, Bouchard B, Facial Expressions based Error Detection for Smart Environments Using Deep Learning, 14th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC), San Francisco, August 4-8, pp. 1-7, 2017.
  • Bergeron F., Bouchard K., Gaboury S., Bouchard B., Giroux S.: Indoor Positioning System for Smart Homes based on Decision Trees and Passive RFID, Proc. of the 20th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), pp.1-12, Springer, 2016.
  • Francillette Y, Gaboury S, Bouzouane A, Bouchard B, Towards an adaptation model for smart homes, 14th International Conference On Smart homes and health Telematics (ICOST’16), May 25-27, Wuhan, China, 1-12, 2016.
  • Boukhechba M, Bouzouane A, Bouchard B, Gaboury S, Gouin-Vallerand C, Giroux S, Battery-Aware Mobile Solution for Online Activity Recognition from Users’ Movements, 5th IEEE International Conference on Mobile Services (MS 2016), June 27- July 2, San Francisco, CA, USA, 1-6, 2016
  • Boukhechba M, Bouzouane A, Bouchard B, Gaboury S, Gouin-Vallerand C, Giroux S, Hybrid battery-friendly mobile solution for extracting users’ visited places, 13th International Conference on Mobile Systems and Pervasive Computing (MobiSPC2016), August 15-18, Montréal, Canada, 1-8, 2016.
  • Sainjeon F, Gaboury S, Bouchard B, Real-Time Indoor Localization in Smart Homes Using Ultrasound Technology, 9th ACM International Conference on Pervasive Technologies Related to Assistive Environments (PETRA’16), June 29-July 1, Corfu, Greece, 2016.
  • Maitre J, Gaboury S, Bouchard B, Bouzouane A, A New Computational Approach for Inter-Turn Short Circuit Recognition in Induction Machines Using currents analysis and the Multi-Class Support Vector Machine, 8th IET international conference on Power Electronics, Machines and Drives (PEMD 2016), April 19-21, Glasgow, Scotland, UK, 1-6, 2016.
  • Hallé S., Gaboury S., Bouchard B., Towards User Activity Recognition Through Energy Usage Analysis And Complex Event Processing, 9th ACM International Conference on Pervasive Technologies Related to Assistive Environments (PETRA’16), June 29-July 1, Corfu, Greece, 2016.
  • Bergeron F., Bouchard K., Gaboury S., Giroux S., Bouchard B.: Qualitative Tracking of Objects in a Smart Home, 9th ACM International Conference on Pervasive Technologies Related to Assistive Environments (PETRA’16), June 29-July 1, Corfu, Greece, 2016.
  • Boudreault A., Bouchard J., Gaboury S., Bouchard B., Blind Sight Navigator: A New Orthosis for People with Visual Impairments, 9th ACM International Conference on Pervasive Technologies Related to Assistive Environments (PETRA’16), June 29-July 1, Corfu, Greece, 2016.
  • Lapointe J., Turcotte S., Bouchard J., Bouchard B.: Verbal or visual cues: impacts of familiarity and attention on efficiency, 9th ACM International Conference on Pervasive Technologies Related to Assistive Environments (PETRA’16), June 29-July 1, Corfu, Greece, 2016.
  • Bergeron F, Bouchard K, Giroux S, Bouchard B, Gaboury S, Qualitative RFID Tracking for ADL Recognition, Proc. of the AAAI 3rd Workshop on Artificial Intelligence Applied to Assistive Technologies and Smart environments (ATSE’16), February 12th, Phoenix, Arizona, USA, 1-6, 2016.
  • Hallé S, Gaboury S, Bouchard B, Activity Recognition Through Complex Event Processing: First Findings, Proc. of the AAAI 3rd Workshop on Artificial Intelligence Applied to Assistive Technologies and Smart environments (ATSE’16), February 12th, Phoenix, Arizona, USA, 1-6, 2016.
  • Maitre J, Gaboury S, Bouchard B, Bouzouane A, 9 Parameters Estimation of an Extended Induction Machine Model Using Genetic Algorithms, IEEE 9th International Conference on Electrical and Electronics Engineering (ELECO 2015), November 26-28, Bursa, Turquie, pp. 1-8. 2015.
  • Bergeron F, Bouchard K, Giroux S, Bouchard B, Gaboury S, Simple Objects Tracking System for Smart Homes, IEEE International Conference on Bioinformatics and Biomedicine (BIBM-HI-DS 2015), November 9-12, Washington D. C., USA, 1-4, 2015.
  • Maître J., Gaboury S., Bouchard B., Bouzouane A.: A New Computational Method for Stator Faults Recognition in Induction Machines Based on Hyper-Volumes , IEEE International Conference on Electro-Information Technology, IEEE publisher, May 21-23, DeKalb, Illinois, USA, pp 1-8, 2015.
  • Boukhechba M., Bouzouane A., Bouchard B., Gouin-Vallerand C., Giroux S.: Online recognition of people’s activities from raw GPS data: Semantic Trajectory Data Analysis, Proc. of the 8th ACM International Conference on Pervasive Technologies Related to Assistive Environments, ACM publisher, Corfu, Greece, July 1-3, 2015, PP 1-8.
  • Moutacalli T., Bouchard B., Bouzouane A.: Sensors Activation Times Prediction in Smart Home , Proc. of the 8th ACM International Conference on Pervasive Technologies Related to Assistive Environments, ACM publisher, Corfu, Greece, July 1-3, 2015, PP 1-8.
  • Fortin-Simard D., Gaboury S., Bouchard B., Bouzouane A.: Frequent Pattern Clustering for ADLs Recognition in Smart Environments , Proc. of the 8th ACM International Conference on Pervasive Technologies Related to Assistive Environments, ACM publisher, Corfu, Greece, July 1-3, 2015, PP 1-4.
  • Belly C., Gaboury S., Bouchard B., Bouzouane A.: Nonintrusive System for Assistance and Guidance in Smart Homes Based on Electrical Devices Identification , Journal Expert Systems With Applications, Elsevier Publisher, 2015, PP 1-29. (ESWA journal is ranked #1 in the Google Scholar category Artificial Intelligence)
  • Bouchard B., Bouchard K., Bouzouane A.: A Smart Oven Helping Cognitively-Impaired Persons Cooking, Proc. of the Twenty-Sixth Conference on Innovative Applications of Artificial Intelligence (IAAI-14), Association for the Advancement of Artificial Intelligence (AAAI), July 27-31, Québec, QC, Canada, pp 1-6,  2014.
  • Belley C., Gaboury S., Bouchard B., Bouzouane A.: A new system for assistance and guidance in smart homes based on electrical devices identification , Proc.of the 7th ACM Int. Conf. on Pervasive Technologies Related to Assistive Environments (PETRA’14), ACM publisher, May 27-30, Rhodes Island, Greece, pp 1-8, (accepted as full paper) 2014.
  • Bouchard K., Bouzouane A., Bouchard B.: Gesture Recognition in Smart Home Using Passive RFID Technology, Proceedings of the 7th ACM International Conference on Pervasive Technologies Related to Assistive Environments (PETRA’14), ACM publisher, May 27-30, Rhodes Island, Greece, pp 1-8, (accepted as full paper) 2014.
  • Bouchard K., Bilodeau J-S., Fortin-Simard D., Gaboury S., Bouchard B., Bouzouane A. Human Activity Recognition in Smart Homes Based on Passive RFID Localization, Proc.of the 7th ACM International Conference on Pervasive Technologies Related to Assistive Environments (PETRA’14), Association for Computing Machinery (ACM) publisher, May 27-30, Rhodes Island, Greece, pp 1-8, (accepted as full paper) 2014.
  • Guillet S., Bouchard B., Bouzouane A.: Designing smart homes dedicated to disabled people using modular Discrete Controller Synthesis (DCS), IEEE Work. Discrete Event Systems, Cachan, France, May 14-16, pp. 1-8 (accepted), 2014.
  • Bouchard K., Bouchard B., Bouzouane A.: Regression Analysis for Gesture Recognition using RFID Technology , IEEE International Symposium on Activity and Context Modeling and Recognition (ACOMORE), IEEE publisher, Budapest, Hungary, pp. 1-9, March 24, 2014.
  • Moutacalli M., Bouzouane A., Bouchard B.: New frequent pattern mining algorithm for activities models creation, IEEE International Symposium on Activity and Context Modeling and Recognition (ACOMORE), IEEE publisher, Budapest, Hungary, pp. 1-9,, March 24, 2014.
  • Guillet S., Bouchard B., Bouzouane A.: Correct by construction security approach to design fault tolerant smart homes for disabled people, 4th Int. Conf. on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2013), October 21-24, Niagara Falls, Ontario, Canada, Elsevier publisher, pp. 1-8, 2013.
  • Vandewynckel J., Otis M., Bouchard B., Ménélas B., Bouzouane A.: Towards a real-time error detection within a smart home by using activity recognition with a shoe-mounted accelerometer , Int. Conference on Ambient Systems, Networks and Technologies (ANT-2013), June 25-28, Halifax, Nova Scotia, Canada, Elsevier publisher, pp. 1-8, 2013.
  • Camier T., Giroux s., Bouchard B., Bouzouane A.: Designing a NIALM in smart homes for cognitive assistance, Int. Conf. on Ambient Systems, Networks and Tech. (ANT-2013), June 25 -28, Halifax, NS, Canada, Elsevier, pp. 1-8, 2013.
  • Lapalu J., Bouchard K, Bouzouane A., Bouchard B., Giroux S.: Unsupervised Mining of Activities for Smart Home Prediction , Int. Conf. on Ambient Systems, Networks Tech. (ANT-2013), June 25-28, Halifax, Can, Elsevier, 1-8, 2013.
  • Mohamed Tarik Moutacalli, Vincent Marmen, Abdenour Bouzouane, Bruno Bouchard: Activity Pattern Mining using Temporal Relationships in a Smart Home , Proceedings of the 3th IEEE Symposium Series on Computational Intelligence (SSCI), IEEE publisher, april 15-19, Singapore, pages 1-8, 2013.
  • Kevin Bouchard, Abdenour Bouzouane, Bruno Bouchard: Discovery of Topological Relations for Spatial Activity Rec., Proc. IEEE Symp. Series on Comp. Int. (SSCI), IEEE, april 15-19, Sing., p. 1-8, 2013.
  • Bouchard K., Bouchard B., Bouzouane A.: Precise Passive RFID Localization for Personalized Service Delivery in Smart Home , Proc. of the Adaptable Service Delivery for Smart Environment (ASDiSE) 2012 workshop, Association for Computing Machinery (ACM), Sep. 8th, Pittsburgh, USA, 2012, pp. 769-773.
  • Bouchard K., Bouchard B., Bouzouane A.: Guideline to Efficient Smart Home Design for Rapid AI Prototyping: A Case Study, Proceedings of the 5th ACM Int.l Conf. on Pervasive Technologies Related to Assistive Environments (PETRA’12), ACM, June 6-8, Crete Island, Greece, pp 1-8, 2012.
  • Lapointe J., Bouchard B., Bouchard J., Bouzouane A.: Smart Homes for People with Alzheimer’s Disease: Adapting Prompting Strategies to the Patient’s Cognitive Profile, Proc. Int. Conf. on Pervasive Technologies Related to Assistive Environments (PETRA’12), (ACM), June 6-8, Crete Island, Greece, pp. 1-8, 2012.

Professeur-chercheur à l'UQAC