Concevoir un site comme celui-ci avec WordPress.com
Commencer

Kévin Bouchard, chercheur

Publications scientifiques

Pour lire cette page:

Mes publications scientifiques sont présentées des plus récentes vers les plus anciennes dans (6) catégories distinctes. Les étudiants que j’ai personnellement dirigés ou codirigés sont soulignés et en italique. À noter qu’ils ne sont soulignés que s’ils étaient sous ma supervision au moment de la réalisation du travail ayant mené à la publication. Entre (parenthèse) et en bleu, on trouve des informations pertinentes comme le facteur d’impact (IF), le taux d’acceptation à une conférence ou encore un prix remporté.

Journaux scientifiques avec comité de pairs

  1. Beaulieu A., Thuillier F., Bouchard K., Maitre J., Gaboury S.: Ultra-Wideband Data as Input of a Combined EfficientNet and LSTM Architecture for Human Activity Recognition, Journal of Ambient Intelligence and Smart Environments, IOS Press, 2022 (IF: 2.105).
  2. Chapron K., Thullier F., Lapointe P., Maître J., Bouchard K., Gaboury S.: LIPSHOK: LIARA Portable Smart HOme Kit, Sensors, MDPI, 2022 (IF: 3.576).
  3. Latif G., Bouchard K., MaitreJ., Bédard P.: Automatic Mineral Grains Segmentation and Recognition using Deep Learning, Minerals, MDPI, 2022 (IF: 2.644).
  4. Baghezza R., Bouchard K., Bouzouane A., Gouin-Vallerand C.: Profile Recognition for Accessibility and Inclusivity in Smart Cities using a Thermal Imaging Sensor in an Embedded System, IEEE Internet of Things, 2022 (IF: 9.515).
  5. Lauzier L., Kadri M.A., Bouchard E., Bouchard K., Gaboury S., Gagnon J-M., Girard M-P., Larouche A., Robert R., Lapointe P., da Silva R., Beaulieu L-D. : Vibration of the Whole Foot Soles Surface using an Inexpensive Portable Device to Investigate Age-Related Alterations of Postural Control, Frontiers in Human Neuroscience, 2021 (IF: 3.209).
  6. Cousyn C., Bouchard K., Gaboury S.: Web-Based Objects Detection to Discover Key Objects in Human Activities, Journal of Ambient Intelligence and Humanized Computing, Springer, 2021 (IF: 7.104).
  7. Maitre J., Rendu C., Bouchard K., Bouchard B., Gaboury S.: Object Recognition in Performed Basic Daily Activities with a Handcrafted Data Glove Prototype, Pattern Recognition Letter, Elsevier, pp.181-188 2021 (IF: 3.756).
  8. Baghezza R., Bouchard K., Bouzouane A., Gouin-Vallerand C.: From Offline to Real-Time Distributed Activity Recognition in Wireless Sensor Networks for Healthcare: a Survey, Sensors, MDPI, 2021. (IF: 3.576).
  9. Chapron K., Lapointe P., Lessard I., Darmstadt-Bélanger, Bouchard K., Gagnon C., Lavoie M., Duchesne É., Gaboury S.: Acti-DM1: Monitoring the Activity Level of People with Myotonic Dystrophy Type 1 Through Activity and Exercise Recognition, IEEE Access 9 (2021), 49960-49973. DOI: 10.1109/ACCESS.2021.3068877. (IF: 3.745).
  10. Maitre J., Bouchard K., Gaboury S.: Alternative Deep Learning Architectures for Feature-Level Fusion in Human Activity Recognition, Mobile Networks and Applications, Springer, 2021 (IF: 3.426).
  11. Demongivert C., Bouchard K., Gaboury S., Bouchard B, Lussier M., Parenteau M., Laliberté C., Couture M., Bier N., Giroux S.: A Distribuable Event Oriented Architecture for Activity Recognition in Smart Homes, Journal of Reliable Intelligent Environments, Springer, 2021.
  12. Francillette Y., Boucher É., Bouchard K., Bouchard B., Gaboury S.: Serious games for people with mental disorders: State of the art of practices to maintain engagement and accessibility, Entertainment Computing, Elsevier, 2021 (IF : 1.455).
  13. Lessard I., Gaboury S., Gagnon C., Bouchard K., Chapron K., Lavoie M., Lapointe P., Duchesne E.: Effects and acceptability of an individualized home-based 10-week training program in adults with myotonic dystrophy type 1, Journal of Neuromuscular Diseases, IOS Press, 2020.
  14. Lussier M., Aboujaoudé A., Couture M., Moreau M., Laliberté C., Giroux S., Pigot H., Gaboury S., Bouchard K., Belchior P., Bottari C., Paré G., Consel C., Bier N.: Single-case study validating ambient assisted living monitoring in care recipient with dementia: from home-care to relocalization, Journal of Medical Informatics, 2020. (IF: 4.044)
  15. Maitre J., Bouchard K., Bertuglia C., Gaboury S.: Recognizing Activities of Daily Living from UWB Radars and Deep Learning, Expert System with Applications, Elsevier, 2020 (IF : 5.452).
  16. Maitre J., Bouchard K., Gaboury S.: Fall Detection with UWB Radars and CNN-LSTM Architecture, Journal of Biomedical and Health Informatics, IEEE, 2020 (IF: 5.223).
  17. Robaczewski A., Bouchard J., Bouchard K., Gaboury S.: Socially Assistive Robots: The Specific Case of the NAO, International Journal of Social Robotics, Springer (IF : 2.516).
  18. Francillette Y., Boucher E., Bier N., Lussier M., Bouchard K., Da Cunha Belchior P., Gaboury S. : Modeling the Behavior of Persons with Mild Cognitive Impairment or Alzheimer’s for Intelligent Environment Simulation, User Modeling and User-Adapted Interaction, Springer, pp.1-33, 2020 (IF: 4.682)
  19. Lafontaine V., Lapointe P., Bouchard K., Gagnon J-M., Dallaire M., Gaboury S., Da Silva R., Beaulieu L-D.: An Open Vibration and Pressure Platform for Falls Prevention with a Reinforcement Learning Agent, Journal of Personal and Ubiquitous Computing, Springer, 2020 (IF : 2).
  20. Francillette Y., Bouchard K., Bouchard B., Gaboury S.: Modeling, Learning and Simulating Human Activities of Daily Living with Behavior Trees, Journal of Knowledge Information System, Springer, 2020 (IF: 2.936).
  21. Bouchard B., Bouchard K., Bouzouane A.: A Smart Cooking Device for Assisting Cognitively-Impaired Users, Journal of Reliable Intelligent Environments, Springer, 16 pages, 2020.
  22. Chapron K., Lapointe P., Bouchard K., Gaboury S.: Real-time Gait Speed Evaluation at Home, Multimedia Tools and Applications (MTAP), Springer, pp.1-12, 2020 (IF : 2.313).
  23. Chapron K., Lapointe P., Bouchard K., Gaboury S.: Highly Accurate Bathroom Activity Recognition using Infrared Proximity Sensors, Journal of Biomedical and Health Informatics, IEEE, 2019 (IF: 4.217).
  24. Bergeron F., Bouchard K., Gaboury S., Giroux S.: RFID Indoor Localization Using Statistical Features, Cybernetics and Systems, Taylor and Francis, 2019 (IF: 1.681).
  25. Maitre J., Bouchard K., Bedard P.: Mineral Grains Recognition using Computer Vision and Machine Learning, Computer and Geosciences, Elsevier, 2019 (IF: 2.547).
  26. Cousyn C., Bouchard K., Gaboury S., Bouchard B.: Towards Using Scientific Publications to Automatically Extract Information on Rare Diseases, Mobile Networks and Applications, Springer, 2019 (IF: 2.497).
  27. Bouchard K., Lapalu J., Bouchard B., Bouzouane A.: Clustering of Human Activities from Emerging Movements, Journal of Ambient Intelligence and Humanized Computing, Springer, pp.1-19, 2018 (IF: 1.43).
  28. Bergeron F., Bouchard K., Gaboury S., Giroux S.: Tracking objects within a smart home, Expert Systems With Applications, Elsevier, 2018 (IF: 3.928).
  29. Chapron K., Plantevin V., Thullier F., Bouchard K., Duchesne E., Gaboury S. : A more efficient transportable and scalable system for real-time activities and exercises recognition, Sensors, MDPI, 2018 (IF: 2.677).
  30. 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, IEEE, 2015 (IF: 3.532).
  31. Bouchard K., Giroux S., Bouchard B. and Bouzouane A.: Regression Analysis for Gesture Recognition Using Passive RFID Technology in Smart Home Environments, International Journal of Smart Home, Science and Engineering Support Society (SERSC), pp.245-260, 2014.
  32. Bouchard K., Fortin-Simard D., Gaboury S., Bouchard B., Bouzouane A.: Accurate Trilateration for Passive RFID Localization in Smart Homes, International Journal of Wireless Information Networks (IJWI), Springer-Verlag, Berlin Heidelberg, pp. 32-47, 2014.
  33. 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 (AIHC), Springer, pp.759-774, 2014 (IF: 1.588).
  34. Bouchard K., Fortin-Simard D., Gaboury S., Bouchard B., Bouzouane A.: Accurate RFID Trilateration to Learn and Recognize Spatial Activities in Smart Environment, International Journal of Distributed Sensor Networks (IJDSN), Hindawi, pp. 1-14, 2013 (IF: 0.923).
  35. Bouchard K., A. Ajroud, Bouchard B., Bouzouane A.: SIMACT: a new 3D Open Source Smart Home Simulator for Testing Activity Recognition Algorithms, International Journal of Hybrid Information Technology (IJHIT), Science and Engineering Support Society (SERSC), pp. 13-32, 2012.

Chapitres de livres avec comité de pairs

  1. Arnaud V., Bouchard K., Morin G-P.: Utiliser les R Notebooks en traitement automatique des langues : un exemple de classification automatique supervisée de mémoires et thèses universitaires, DHNord2021, Publier, partager, réutiliser les données de la recherche : les data papers et leurs enjeux, Presses Universitaires du Septentrion, 2021.
  2. Bier N, Lussier M, Couture M, Moreau M, Laliberté C, Aboujaoudé A, Giroux S, Pigot H, Gaboury S, Bouchard K, Belchior P, Bottari C, Paré G, Consel C, Les Environnements Intelligents aux Services des Intervenants en Soutien à Domicile : Quel est leur Potentiel pour les Personnes Âgées Atteintes de Troubles Cognitifs, Édition Solal, (2021), 1-17.
  3. 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.
  4. Bouchard B., Bouchard K., Gaboury S., Bouzouane A.: Smart Retirement Residences: How to Improve Service Efficiency and Quality by Exploiting Big Data and the Internet of Things, Handbook of Research on Big Data Management and the Internet of Things for Improved Health Systems, IGI Global, 2018.
  5. 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.
  6. 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.
  7. Bouchard K., Bergeron F., Giroux S.: Applying Data Mining in Smart Home, Assistive Technologies in Smart Environments, CRC press, 2017.
  8. Pinard S.,  Bouchard K., Adelise Y., Fortin V., Pigot H., Bier N. and Giroux S.: Valorization of Assistive technologies: Lessons and Pointers, Trends in Ambient Intelligent Systems: Role of Computational Intelligence, Springer, pp.57-86, 2016.
  9. Bouchard K., Gaboury S. Bouchard B., Bouzouane A. and Giroux S.: Smart Homes in the Era of Big Data, Trends in Ambient Intelligent Systems: Role of Computational Intelligence, Springer, pp.117-137, 2016.

Actes de conférences internationales avec comité de pairs

  1. Ngankam H., Lussier M., Aboujaoudé A., Pigot H., Gaboury S., Bouchard K., Couture M., Bier N., Giroux S.: NEARS-Hub, a Lightweight Edge Computing for Real-Time Monitoring in Smart Environments, 14th International Conference on Ubiquitous Computing and Ambient Intelligence, Springer, 2022.
  2. Lachaux K., Maitre J., Bouchard K., Lussier M., Bottari C., Couture M., Bier N., Giroux S., Gaboury S. : Managing the fall risk in smart homes using monocular cameras, ambient sensors and an interactive social robot, IEEE International Conference on Blockchain, Smart Healthcare and Emerging Technologies (SmartBlock4Health), pp1-10, IEEE, 2022.
  3. Baghezza R., Bouchard K., Gouin-Vallerand C. : Recognizing the Age, Gender and Mobility of Pedestrians in Smart Cities using a CNN-BGRU on Thermal Images, ACM International Conference on Information Technology for Social Good (GoodIT), pp.1-12, ACM, 2022. (42% d’acceptation)
  4. Cousyn C., Bouchard K., Gaboury S.: Web-based human activity recognition using images and descriptive web pages, ACM International Conference on Information Technology for Social Good (GoodIT), pp.1-12, ACM, 2022. (42% d’acceptation)
  5. Ngankam H., Lussier M., Aboujaoudé A., Pigot H., Gaboury S., Bouchard K., Couture M., Bier N., Giroux S.: NEARS-Hub, a Lightweight Edge Computing for Real-Time Monitoring in Smart Environments, 8th EAI International Conference on Smart Objects and Technologies for Social Good (GOODTECHS’22), Springer, 2022.
  6. Imbeault-Nepton T., Maitre J., Bouchard K., Gaboury S.: Filtering Data Bins of UWB Radars for Activity Recognition with Random Forest, The 13th International Conference on Ambient Systems, Networks and Technologies (ANT 2022), Elsevier, 2022.
  7. Bier N., Couture M., Tannou T., Bottari C., Lihoreau T., Pigot H., Pelayo S., Ferrer X., Wang R., Gouin-Vallerand C., Paré G., Gaboury S., Bouchard K., Smele S., Giroux S. : Smart environments in support of fragile and isolated older adults: Protocol for the City of Côte Saint-Luc’s Living Lab, 15th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2022), 9-13 février, en ligne, 2022.
  8. Ngankam H., Lussier M., Aboujaoudé A., Demontgivert C., Pigot H., Gaboury S., Bouchard K., Couture M., Bier N., Giroux S.: SAPA TECHNOLOGY: an AAL Architecture for Telemonitoring, 15th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2022), 9-13 février, en ligne, 2022.
  9. Francillette Y., Menelas B.A.J., Bouchard B., Bouchard K., Gaboury S., Kinsbury C., St-Amour S., Romain A.J., Bernard P.: Development of a Mobile Exergame to Implement Brief Interventions to Increase Physical Activity for Adults with Schizophrenia, Joint Conference on Serious Games, January 12-13, Springer, 2022.
  10. Thuillier F., Bouchard K., Maitre J., Gaboury S.: A Systematic Evaluation of the XeThru X4 Ultra-Wideband Radar Behavior, The 11th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2021) November 1-4, 2021, Leuven, Belgium, pp.1-8, Elsevier, 2021.
  11. Lapointe P., Lessard I., Bouchard K., Lavoie M., Cynthia G., Duchesne E., Gaboury S. : Monitoring changes in physical activity data during strength training of people with myotonic dystrophy type 1, The 12th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN), November 1-4, 2021, Leuven, Belgium, pp.1-8, Elsevier, 2021.
  12. Langevin A., Bégin W., Lavallière M., Beaulieu L-D., Menelas B-A. J., Gaboury S., Bouchard K., Gagnon G., Paquette L. : Criterion Validation of an Open-Source Wearable Physiological Sensors Device, 9th International Conference on Sport Sciences Research and Technology Support, pp.1-11, 2021.
  13. Demongivert C., Bouchard K., Gaboury S., Lussier M., Kenfack-Ngankam H., Couture M., Bier N., Giroux S.: Handling of Labeling Uncertainty in Smart Homes using Generalizable Fuzzy Features, ACM International Conference on Information Technology for Social Good (GoodIT 2021), pp.248-253, ACM, 2021. (42% d’acceptation)
  14. Lachaux K., Maitre J., Bouchard K., Lussier M., Bottari C., Couture M., Bier N., Giroux S., Gaboury S.: Fall Prevention and Detection in Smart Homes Using Monocular Cameras and an Interactive Social Robot, ACM International Conference on Information Technology for Social Good (GoodIT 2021), pp.7-12, ACM, 2021. (42% d’acceptation)
  15. Abudalfa S., Bouchard K. : Hybrid Deep-readout Echo State Network and Support Vector Machine with Feature Selection for Human Activity Recognition, 13th EAI International Wireless Internet Conference (WiCON’20), pp.150-167, Springer, 2020.
  16. Bouchard K., Gonzales L., Maitre J., Gaboury S.: Features Exploration for Grades Prediction using Machine Learning, 6th EAI International Conference on Smart Objects and Technologies for Social Good (GOODTECHS’20), pp.78-83, ACM, 2020.
  17. Maitre J., Bouchard K., Gaboury S.: Classification models for data fusion in human activity recognition: alternative architectures, 6th EAI International Conference on Smart Objects and Technologies for Social Good (GOODTECHS’20), pp.72-77, ACM, 2020.
  18. Demongivert C., Bouchard K., Gaboury S., Lussier M., Kenfack-Ngankam H.,Couture M., Bier N., Giroux S.: Fuzzy Features for Activity Quality Estimation in Datasets, 6th EAI International Conference on Smart Objects and Technologies for Social Good (GOODTECHS’20), pp.1-6, ACM, 2020.
  19. Bouchard K., Maitre J., Bertuglia C., Gaboury S.: Activity Recognition in Smart Homes using UWB Radars, 11th International Conference on Ambient Systems, Networks and Technologies (ANT-2020), pp.1-8, Elsevier, 2020. (32% d’acceptation)
  20. Lapointe P., Chapron K., Bouchard K., Gaboury S.: A New Device to Track and Identify people in a Multi-Residents Context, 11th International Conference on Ambient Systems, Networks and Technologies (ANT-2020), pp.1-8, Elsevier, 2020. (32% d’acceptation)
  21. Baghezza R., Bouchard K., Bouzouane A., Goun-Vallerand C.: Activity Recognition for Healthcare using Embedded Systems in the City, 11th International Conference on Ambient Systems, Networks and Technologies (ANT-2020), pp.1-8, Elsevier, 2020. (32% d’acceptation)
  22. Maitre J., Halle S., Bouchard K., Gaboury S.: Electric Device Recognition and Recommendation in Real-Time Based on Complex Event Processing for Smart Homes, 5th  EAI International Conference on Smart Objects and Technologies for Social Good (GOODTECHS’19), pp.1-6, ACM, 2019.
  23. Bergeron F., Bouchard K., Gaboury S., Giroux S.: BMP: A Bounded Message Protocol for the IoT, 5th  EAI International Conference on Smart Objects and Technologies for Social Good (GOODTECHS’19), pp.1-4, ACM, 2018.
  24. Chapron K., Bouchard K., Gaboury S.: Real-time Gait Speed Evaluation at Home, 5th  EAI International Conference on Smart Objects and Technologies for Social Good (GOODTECHS’19), pp.1-6, ACM, 2018.
  25. Glangine G., Seguin S., Bouchard B., Bouchard K., Gaboury S. : A Decision-Making Tool to Help Daycare Centers Plan Weekly Meal Schedules, 6th International Conference on Control, Decision and Information Technologies (CoDIT’19), pp.1-4, IEEE, 2019.
  26. Lafontaine V., Bouchard K., Gagnon J-M., Dallaire M., Gaboury S., Da Silva R., Beaulieu L-D.: An Open Vibration Platform to Evaluate Postural Control using a Simple Reinforcement Learning Agent, 10th International Conference on Ambient Systems, Networks and Technologies (ANT-2019), pp.1-8, Elsevier, 2019. (31% d’acceptation)
  27. Maître J., Rendu C., Bouchard K., Bouchard B., Gaboury S.: Basic Daily Activity Recognition with a Data Glove, 10th International Conference on Ambient Systems, Networks and Technologies (ANT-2019), pp.1-8, Elsevier, 2019. (31% d’acceptation)
  28. Cousyn C., Bouchard K, Gaboury S., Bouchard B.: Automated Extraction of Symptoms related to Rare Diseases from Scientific Publications, 4th  EAI International Conference on Smart Objects and Technologies for Social Good (GOODTECHS’18), pp.1-6, ACM, 2018. (50% d’acceptation)
  29. Boudreault M., Bouchard B., Bouchard K., Gaboury S.: Implementing Dynamic Difficulty Adjustment in Global Warming Sensitization Video Game, 4th EAI International Conference on Smart Objects and Technologies for Social Good (GOODTECHS’18), pp.1-6, ACM, 2018. (50% d’acceptation)
  30. Bouchard B., Gaboury S., Bouchard K.: Exploiting the Open Innovation Model in Assistive Technologies, Proc. of 11th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA’18), ACM, 2018.
  31. Francillette Y., Bouchard B., Boucher E., Gaboury S., Bernard P., Romain A.J., Bouchard K. : Development of an Exergame on Mobile Phones to Increase Physical Activity for Adults with Severe Mental Illness, Proc. of 11th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA’18), ACM, 2018.
  32. Bouchard B., Gaboury S., Bouchard K., Francillette Y.: Modeling Human Activities Using Behavior Trees in Smart Homes, Proc. of 11th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA’18), ACM, 2018.
  33. Bouchard K.: Statistical Features for Objects Localization with Passive RFID in Smart Homes, 3rd EAI International Conference on Smart Objects and Technologies for Social Good (GOODTECHS’17), pp.1-8, Springer, 2017.
  34. Berubé M., Bouchard K., Gaboury S.: Scalable Indoor Navigation System using Tools of AI, The 14th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC’17), pp.1-5, IEEE, 2017.
  35. Chapron K., Bouchard K., Duchesne E., Gaboury S.: Transportable and Scalable System for Activities and Exercises Recognition in Real-Time, The 14th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC’17), pp.1-6, IEEE, 2017.
  36. Bergeron F., Bouchard K., Gaboury S., Giroux S.: RFID based Activities of Daily Living Recognition, The 14th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC’17), pp.1-5, IEEE, 2017.
  37. Bouchard K., Ramezani R., Arjun, Arash N.: Evaluation of Bluetooth Beacons Behavior, The 7th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON’16), pp.1-3, IEEE, 2016.
  38. Bouchard K., Ramezani R., Arash N.: Features Based Proximity Localization with Bluetooth Emitters, The 7th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON’16), pp.1-5, IEEE, 2016. (Best paper award)
  39. Bouchard K., Eusufzai M.R., Ramezani R., Arash N.: Generalizable Spatial Feature for Human Positioning based on Bluetooth Beacons, The 7th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON’16), pp.1-5, IEEE, 2016.
  40. Oukrich N., ElMehdi S., Maach A., Bouchard K.: Multi-users Activity recognition using back-propagation algorithm based on feature selection, 13th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA’16), pp. 1-6, IEEE, 2016. (26% d’acceptation)
  41. Oukrich N., ElMehdi S., Maach A., Bouchard K.: Activity recognition using back-propagation algorithm and minimum redundancy feature selection method, 4th IEEE international Colloquium in Information Science and Technology (CiSt’16), pp.1-6, IEEE, 2016. (52% d’acceptation)
  42. Bergeron F., Bouchard K., Gaboury S., Giroux S., Bouchard B.: Qualitative Tracking of Objects in a Smart Home, Proc. of 9th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA’16), pp.1-8, ACM, 2016.
  43. Bergeron F., Bouchard K., Gaboury S., Giroux S., Bouchard B.: Real-Time Constraints for Activities of Daily Living Recognition, Proc. of 9th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA’16), pp.1-2, ACM, 2016. (Poster)
  44. 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. (17% d’acceptation)
  45. Bouchard K., Holder L., Cook D.J.: Extracting Generalizable Spatial Features from Smart Phones Datasets, AAAI-16 Workshop on artificial intelligence applied to assistive technologies and smart environments (ATSE 2016), Association for the Advancement of Artificial Intelligence (AAAI) publisher, February 12–13, Phoenix, Arizona USA, pp 1-6, 2016. (17% d’acceptation)
  46. Bergeron F., Bouchard K., Gaboury S., Giroux S., Bouchard B.: Qualitative RFID Tracking for ADL Recognition, AAAI-16 Workshop on artificial intelligence applied to assistive technologies and smart environments (ATSE 2016), Association for the Advancement of Artificial Intelligence (AAAI) publisher, February 12–13, Phoenix, Arizona USA, pp 1-2, 2016. (17% d’acceptation)
  47. Bergeron F., Bouchard K., Gaboury S., Giroux S., Bouchard B.: Simple Objects Tracking System for Smart Homes, Proc. of the 2015 workshop on Health Informatics and Data Science (HI-DS 2015) in conjunction with BIBM-15, pp.1-4, IEEE, 2015.
  48. Bouchard K., Fortin-Simard D., Lapalu J., Gaboury S., Bouzouane A., Bouchard B.: Unsupervised Spatial Data Mining for Smart Homes, Proc. of the 10th International Workshop on Spatial and Spatiotemporal Data Mining (SSTDM-15) in conjunction with ICDM-15, pp.1-10, IEEE, 2015.
  49. Bouchard K., Giroux S., Radziszewski R., Gagnon M., Szymanski Q., Pinard S., Levasseur M., Bier N.: Maintaining Good Relationships in Clinical Setting: the Bonus DOMUS Project, Proc. of 8th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA’15), pp.1-4, ACM, 2015.
  50. Bouchard K., Giroux S.: Smart Homes and the Challenges of Data, Proc. of 8th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA’15), pp.1-4, ACM, 2015.
  51. Giroux S., Azzi S., Bier N., Bottari C., Bouchard B., Bouchard K., Bouzouane A., Couture M., Le Morelle F., Levasseur M., Olivares M., Pigot H., Pinard S., Swaine B., Thériault P-Y., Zayani T.: Cognitive Assistance to Meal Preparation: Design, Implementation, and Assessment in a Living Lab, AAAI 2015 Spring Symposium on Ambient Intelligence for Health and Cognitive Enhancement, March 23-25, Stanford (California), USA, pp.1-6, 2015.
  52. Bouchard K., Bouchard B., Bouzouane, A.: Regression Analysis for Gesture Recognition Using RFID Technology, Proceedings of the 12th International Conference on Smart Homes and Health Telematics (ICOST’14), Springer publisher, Lecture Notes in Computer Science, June 25-27, Denver (Colorado), USA, pp.1-9, 2014.
  53. Bouchard B., Bouchard K., Bouzouane A.: A Smart Range Helping Cognitively-Impaired Persons Cooking, Proc. of the 26th conference on Innovative Applications of Artificial Intelligence (IAAI’14), AAAI press, Quebec City, Quebec, Canada July 29–31, 2014.
  54. Bouchard K., Gaboury S., Moutacalli T., Bouchard B., Bouzouane A.: Analysis and Knowledge Discovery of Moving Objects Equipped with RFID Tags, The AAAI-14 Workshop on artificial intelligence applied to assistive technologies and smart environments (ATSE 2014), Association for the Advancement of Artificial Intelligence (AAAI) publisher, July 27-31, Québec City, Quebec, Canada, pp 1-6, 2014.
  55. Moutacalli T., Bouchard K., Bouzouane A., Bouchard B.: Activity prediction based on time series forcasting, The AAAI-14 Workshop on artificial intelligence applied to assistive technologies and smart environments (ATSE 2014), Association for the Advancement of Artificial Intelligence (AAAI) publisher, July 27-31, Québec City, Quebec, Canada, pp 1-6, 2014.
  56. Bouchard K., Bouchard B., Bouzouane A. : Gesture Recognition in Smart Home Using Passive RFID Technology, Proc. of 7th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA’14), ACM, 2014.
  57. 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 7th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA’14), ACM, 2014.
  58. Lapalu J., Bouchard K., Bouzouane A., Bouchard B., Giroux S.: Unsupervised Mining of Activities for Smart Home Prediction, 4th International Conference on Ambient Systems, Networks and Technologies (ANT’13), Elsevier, 2013.
  59. Bouchard K., Bouzouane A., Bouchard B.: Discovery of Topological Relations for Spatial Activity Recognition, IEEE Symposium Series on Computational Intelligence, IEEE, 2013. (nominé : Best paper)
  60. Fortin-Simard D., Bouchard K., Gaboury S., Bouchard B., Bouzouane A.:  Accurate Passive RFID Localization System for Smart Homes , Proc. of the 3th IEEE International Conference on Networked Embedded Systems for Every Application (NESEA 2012), IEEE publisher, 13-14 Décembre, Liverpool, UK, 2012. (Best presentation award)
  61. Bouchard K., Bouchard B., Bouzouane A.: Unsupervised Discovery of Spatial Relationships between Objects for Activity Recognition inside Smart Home, Proc. of International Conference on Ubiquitous Computing (UbiComp’12) Adjunct Track, Association for Computing Machinery (ACM), 5-8 Septembre, Pittsburgh, USA, pp. 655-656, 2012.
  62. Bouchard K., Lapalu J., 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’12) workshop, Association for Computing Machinery (ACM), 8 Septembre, Pittsburgh, USA, pp. 769-772, 2012.
  63. Amirjavid F., Bouzouane A., Bouchard B., Bouchard K.: Recognition of fuzzy contexts of activities in a smart home, Proc. of IEEE International Workshop on Data Integration and Mining (DIM’12), IEEE publisher, 8-10 Août, Las Vegas, USA, 2012.
  64. Bouchard K., Bouchard B., Abdenour Bouzouane: Guidelines to Efficient Smart Home Design for Rapid AI Prototyping: A Case Study, Proc. of 5th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA’12), ACM, 6-8 Juin, Crete Island, Greece, 2012.
  65. Bouchard K., Bouchard B., Bouzouane, A.: A New Qualitative Spatial Recognition Model Based on Egenhofer Topological Approach using C4.5 Algorithm: Experiment and Results, ANT’11, Niagara Falls, (Ontario) Canada, 19-21 Septembre, Elsevier publisher, pp 1-8, 2011.
  66. Bouchard K., Bouchard B., Bouzouane, A.: Qualitative Spatial Activity Recognition Using a Complete Platform Based on Passive RFID Tags: Experimentations and Results, ICOST’11, Springer publisher, Lecture Notes in Computer Science, Montréal (QC), Canada, 20-23 Juin, pp. 308-312, 2011.
  67. Amirjavid F., Bouchard K., Bouzouane, A., Bouchard, B.: Spatiotemporal knowledge representation and reasoning under uncertainty for action recognition in smart homes, MAICS’11, Cincinnati, Ohio, USA, 16-17 Avril, pp. 188-194, 2011.
  68. Bouchard K., Ajroud A., Bouchard B., Bouzouane A.: SIMACT: a 3D Open Source Smart Home Simulator for Activity Recognition, Proc. of International Conference on Ubiquitous Computing and Multimedia Application (UCMA’10), Springer-Verlag, 23-25 Juin, Miyazaki, Japan, pp. 524-533, 2010. (9.3% d’acceptation)
  69. Bouchard K., Ajroud A., Bouchard B., Bouzouane A.: A new simulation tool for testing smart home recognition algorithms, Proc. of IASTED International Conference on Modelisation and Simulation (IASTED-MS’10), 15-17 Juillet, Banff, Alberta, Canada, pp. 125-132, 2010

Abrégés de publications internationales avec comité de pairs

  1. Chen H., Gouin-Vallerand C., Bouchard K., Gaboury S., Giroux S.: Deep Learning Models for Activity Recognition and Behavior Changes Detection, ICPRAI 2022 – 3rd International Conference on Pattern Recognition and Artificial Intelligence, 2022.
  2. Arthur Lafond J-S., Kadri Mohamed A., Lapointe P., Bouchard K., Gaboury S., Da Silva R., Beaulieu L-D.: Validation d’une plateforme vibratoire portative et peu coûteuse permettant d’évaluer la contribution des mécanorécepteurs cutanés sur le contrôle postural, Neurophysiologie Clinique, Elsevier, pp. 456, 2019.
  3. Couture M., Bandaly S., Giroux S., Lussier M., Bottari C., Pigot H., Paré G., Bouchard K., Gaboury S., Bier N.: Expectations of stakeholders regarding technology in home care to optimise the functional autonomy of clients, Gerontechnology 2018, pp.1, 2018.
  4. Néron A., Girard R., Tremblay J., Bédard P., Bouchard K.: Reducing the Learning Population Size for Morphological Classification of Natural Materials: Example of Gold Grains from Electron Backscattered Images, Microscopy and Microanalysis 2018, Cambridge University Press, pp1-2, 2018.

Abrégés nationaux et provinciaux avec comité de pairs

  1. Couture, M., Giroux, S., Tannou, T., Gravelle, M., Gaboury, S., Bouchard, K., Bottari, C., Goin-Vallerand, C., Paré, G., Bier, N.: Acceptability of smart environments in supporting the ecosystem of fragile and isolated seniors: The City of Côte Saint-Luc Living Lab, AGE-WELL Annual Conference: October 18 – 20, 2022.
  2. Bier N., Pigot H., Bouchard K., Gouin-Vallerand C., Gaboury S., Pare G. Beauchet O., Bottari C., Lussier M., Couture M., Giroux S., Ngankam, H.K. : Développement d’habitations intelligentes pour le maintien des personnes âgées dans le milieu de leur choix : le projet Le16, Des solutions technologiques au service de la santé, Le Point en santé, services sociaux et éducation, pp.1, 2021.
  3. Bier N., Lussier M., Couture M., Moreau M., Laliberté C., Giroux S., Pigot H., Gaboury, S., Bouchard K., Belchior P., Bottari C., Paré G., Consel C.: Intégration d’un système ambiant de surveillance dans la prise de décision clinique en soins à domicile : une étude de cas imbriqués, 3e congrès québécois de recherche en adaptation-réadaptation, INTER-REPAR, 16-17 mai, pp.1-2, 2019.
  4. Néron A., Girard R., Bédard P., Bouchard K.: L’intelligence artificielle au service de la classification morphologique des grains d’or, 86e congrès de l’ACFAS, 7 au 11 mai 2018.
  5. Bouchard K., Cousyn C.: Fouille de texte et extraction automatique d’information pour le transfert de connaissances sur les maladies orphelines, Journée scientifique et assemblées annuelles REPAR-INTER 2018 : La recherche engagée au service d’une société inclusive, May 11, pp.1, 2018.
  6. Lussier M., Haché M-M, Giroux S., Couture M., Pigot H., Bottari C., Belchior P., Gaboury  S., Bouchard K., Paré G., Senez G., Foy A., Bier N. : Soutien à domicile des personnes âgées vulnérables via la technologie: résultats préliminaires d’un projet pilote, INTER-REPAR, May 18-19, pp.60, 2017.
  7. Bouchard K., Ramezani R., Naeim A. : Intelligence ambiante et science des données au service de la réadaptation, 2e congrès québécois de recherche en adaptation-réadaptation, INTER-REPAR, May 18-19, pp.1, 2017.
  8. Plantevin V., Thullier F., Hallé S., Bouzouane A., Bouchard K., Gaboury S. : Reconnaissance de l’utilisateur d’une maison intelligente par sa démarche pour l’application de ses préférences à l’environnement, 2e congrès québécois de recherche en adaptation-réadaptation, INTER-REPAR, May 18-19, pp.66, 2017.
  9. Bouchard K., Zayani T., Azzi S., Olivares M., Pigot H., Le Dorze G., Pinard S., Giroux S., Bier N., Carbonneau M., Bouchard B., Bouzouane A., Levasseur M., Couture M., Bottari C., Swaine B., Therriault P-Y, Le Morellec F., De Loor P., Thépaut A., Le Pévédic B.: Une cuisinière sécurisée et améliorée par la technologie pour la favorisation de l’autonomie, 1er congrès québécois de recherche en adaptation-réadaptation, INTER-REPAR, May 22, pp.1-2, 2015.
  10. Giroux S., Bier N., Pigot H., Couture M., Levasseur M., Bottari C., Bouchard K., Le Morellec F., Azzi S., Olivares M., Pinard S., Zayani T., Le Dorze G., Bouchard B., Swaine B., Bouzouane A., Therriault P.-Y., De Loor P., Thépaut A., Le Pévédic B., Carbonneau M.: Milieu d’hébergement domotisé pour la clientèle ayant une déficience cognitive : de l’implantation à l’évaluation, 1er congrès québécois de recherche en adaptation-réadaptation, INTER-REPAR, May 22, pp.1-2, 2015.
  11. Pinard S., Bier N., Bottari C., Pigot H., Couture M., Levasseur M., Bouchard K., Le Morellec F., Azzi S., Olivares M., Zayani T., Le Dorze G., Bouchard B., Swaine B., Bouzouane A., Therriault P.-Y., Carbonneau M., Giroux S.: Analyse des effets d’un assistant culinaire implanté dans une résidence spécialisée pour les personnes ayant subi un traumatisme craniocérébral (TCC) : Protocole, 1er congrès québécois de recherche en adaptation-réadaptation, INTER-REPAR, May 22, pp.1-2, 2015.
  12. Olivares M., Bottari C., De Loor P., Thépaut A., Le Pévédic B., Pigot H., Le Dorze G., Bier N., Bouchard K., Le Morellec F., Azzi S., Olivares M., Zayani T., Pinard S., Couture M., Levasseur M., Bouchard B., Swaine B., Bouzouane A., Therriault P.-Y., Carbonneau M., Giroux S.: Système expert dédié à la gestion d’assistance cognitive lors de la préparation de repas pour les personnes ayant vécu un traumatisme crânien habitant dans une résidence alternative intelligente, 1er congrès québécois de recherche en adaptation-réadaptation, INTER-REPAR, May 22, pp.1-2, 2015.
  13. Zayani T., Pigot H., Le Dorze G., Bier N., Bouchard K., Le Morellec F., Azzi S., Olivares M., Pinard S., Couture M., Levasseur M., Bottari C., Bouchard B., Swaine B., Bouzouane A., Therriault P.-Y., De Loor P., Thépaut A., Le Pévédic B., Carbonneau M., Giroux S.: Développement d’un système de communication avec des personnes ayant une déficience cognitive lors de la préparation de repas, 1er congrès québécois de recherche en adaptation-réadaptation, INTER-REPAR, May 22, pp.1-2, 2015.
  14. Le Morellec F., Couture M., Levasseur M., Giroux S., Bier N., Pigot H., Bouchard B., Bouzouane A., Bottari C., Swaine B., Therriault P.-Y., Bouchard K., Pinard S., Azzi S., Olivares M., Zayani T., Le Dorze G., De Loor P., Thépaut A., Le Pévédic B.: Pré-implantation d’un assistant culinaire dans une résidence intelligente collective pour la clientèle ayant une déficience cognitive : Préconceptions des professionnels, 1er congrès québécois de recherche en adaptation-réadaptation, INTER-REPAR, May 22, pp.1-2, 2015.
  15. Azzi S., Zayani T., Bouzouane A., Bouchard B., Giroux S., Pigot H., Le Dorze G., Pinard S., Bier N., Carbonneau M., Levasseur M., Couture M., Bottari C., Swaine B., Therriault P.-Y., Bouchard K., Le Morellec F., De Loor P., Thépaut A., Le Pévédic B.: Reconnaissance d’activités des victimes de traumatisme crânien cérébral (TCC) dans un Milieu d’hébergement domotisé, 1er congrès québécois de recherche en adaptation-réadaptation, INTER-REPAR, May 22, pp.1-2, 2015.
  16. Zayani T., Azzi S., Olivares M., Pigot H., Le Dorze G., Pinard S., Giroux S., Bier N., Carbonneau M., Bouchard B., Bouzouane A., Levasseur M., Couture M., Bottari C., Swaine B., Therriault P-Y,  Bouchard K., Le Morellec F., De Loor P., Thépaut A., Le Pévédic B. : Milieu d’hébergement domotisé pour la clientèle ayant une déficience cognitive : de la conception à l’implémentation, Colloque étudiant, Centre de Recherche Interdisciplinaire en Réadaptation (CRIR), March 9, pp. 1-2, 2015.
  17. Bier, N., Giroux, S., Pigot, H., Bottari, C., Couture, M., Levasseur, M., Pinard, S., Bouchard, K., Olivares, M., Zayani, T., Azzi, S., Le Morellec, F., Swaine, B., Thériault, P.-Y., Bouchard, B., Bouzouane, A., Le Dorze, G., De Loor, P., Thépault, A., Le Pevedic, B., Carbonneau, M.: Milieu d’hébergement domotisé pour la clientèle ayant une déficience cognitive : de l’implantation à l’évaluation, 13e édition du Carrefour des connaissances du Centre de réadaptation Lucie-Bruneau. Vers les pratiques de pointe: un mouvement qui défie les limites. Montréal, Canada, 2015.

Publications non revues par les pairs

  1. Furini M., Mirri S., Bouchard K., Bujari A.: Editorial: Smart Objects and Technologies, Mobile Networks Application, pp.1-2, 2019.
  2. Bouchard, B., Bouchard, K., Brown, N., Chhaya, N., Farchi, E., Gaboury, S., Geib, C., Gyrard, A., Jaidka, K., Keren, S. and Khardon, R.: Reports of the Workshops of the 32nd AAAI Conference on Artificial Intelligence. AI Magazine, 39(4), pp.45-56, 2018.
  3. Pinard S., Carbonneau M., Bouchard K., Le Morellec F., Giroux S., Bier N. : Conception et analyse des effets d’un assistant culinaire implanté dans une résidence alternative pour les victimes de traumatisme crâniocérébral, Erg-GO!, 2015.
Publicité

Propulsé par WordPress.com.