Journal Articles

  1. Wallace, B., Yassin Kassab, L., Law, A., Goubran, R., Knoefel, F., “Contactless Remote Assessment of Heart Rate and Respiration Rate using Video Magnification”, accepted IEEE Instrumentation and Measurement Magazine, 2022.
  2. “The Assessment of Cognitive and Physical Well-Being through Ambient Sensor Measures of Movement Towards Longitudinal Assessment of Activities of Daily Living”, Bennett, S., Cohen-MacFarlane, M., Wallace, B., Goubran, R., Knoefel, F., IEEE Instrumentation and Measurement Magazine, 2021.
  3. Bed-based Health Monitoring using Pressure Sensitive Technology: A Review“, Cohen-MacFarlane, M., Bennett, S., Wallace, B., Goubran, R., Knoefel, F., IEEE Instrumentation and Measurement Magazine, 2021.
  4. Smart Home Technology Solution for Nighttime Wandering in Persons with Dementia”, Ault, L., Goubran, R., Wallace, B., Lowden, H., Knoefel, F., Journal of Rehabilitation and Assistive Technologies Engineering, 2020.
  5. Semi-Autonomous Vehicle as a Cognitive Assistive Device for Older Adults“, Knoefel, F, Wallace, B, Goubran, R, Sabra, I, Marshall, S, Geriatrics, Vol. 3, Iss. 16, 2019.
  6. Trip-Based Measures of Naturalistic Driving: Considerations and Connections with Cognitive Status in Older Adult Drivers“, Howcroft, J., Wallace, B., Goubran, R., Marshall, S., Porter, M., Knoefel, F., IEEE Transactions on Instrumentation and Measurement., vol. 68, no. 7, pp. 2451–2459, Jul. 2019.
  7. Impact of Health Differences and Longitudinal Changes on Deceleration Driving Patterns in Older Adult Drivers”, Howcroft, J., Knoefel, F., Wallace, B., Goubran, R., Porter, M., Marshall, S., Transportation Research Part F Vol. 60, pp. 137-146, 2019.
  8. Implementation of a brain training pilot study for people with mild cognitive impairment”, Knoefel, F., Gaudet, C., López Zunini, R., Breau, M., Sweet, L., Wallace, B., Goubran, R., Taler, V.,  Canadian Geriatrics Journal, Vol. 21, Iss. 3, pp. 264–268, 2018.
  9. Naturalistic Driving: A Framework and Advances in Using Big Data“, Knoefel, F., Wallace, B., Goubran, Marshall, S., Geriatrics,  Vol. 3, Iss. 2, 2018.
  10. Features that Distinguish Drivers in Longitudinal Driving Studies“, Wallace, B., Knoefel, F., Goubran, R., Porter, M., Smith, A., Marshall, S., Services Transactions on Big Data,  Vol. 4, Iss. 1, pp. 20-32, 2018.
  11. Detecting Cognitive Ability Changes in Patients with Moderate Dementia Using a Modified “Whack-a-Mole” Game“, Wallace, B., Knoefel, F., Goubran, R., Masson, P., Baker, A., Allard, B., Guana, V., Stroulia, E., IEEE Transactions on Instrumentation and Measurement, vol. 67, no. 7, pp. 1521-1534, 2017.
  12. EEG/ERP: Within Episodic Assessment Framework for Cognition“, Wallace, B., Knoefel, F., Goubran, R. López Zunini, R., Ren, Z.,  Maccosham, A.,IEEE Transactions on Instrumentation and Measurement, vol. 66, no. 10, pp. 2525-2534, 2017.
  13. Measurement of Distinguishing Feature of Stable Cognitive and Physical Health Older Drivers“, Wallace, B., Puli, A., Goubran, R., Knoefel, F., Marshall, S., Porter, M., Smith, A.,  IEEE Transactions on Instrumentation and Measurement,Vol. 65, Iss. 9, pp. 1990-2001, 2016.

Conference Articles

  1. Preliminary Results for the Automated Assessment of Driving Simulation Results for Drivers with Cognitive Decline”, B. Wallace, S. Gagnon, A. Stinchcombe, S. Yamin, R. Goubran, F. Knoefel, accepted at 2021 IEEE Sensors Applications Symposium (SAS) , 2021.
  2. “Evaluating changes in gait and activity associated with cognitive impairment using a home-based technology platform”, N. Thomas, A. Agarwal, L. Ault, J. Larivière-Chartier, B. Wallace, R. Goubran, F. Knoefel, Z. Beattie, J. Kaye, accepted at 2021 Alzheimer’s Association International Conference, 2021.
  3. Location Independence in Machine Learning Classification of Sitting-Down and Standing-Up Actions using Wi-Fi Sensors” I. Joudeh, A. Cretu, B. Wallace, R. Goubran, A. Allegue-Martinez, F. Knoefel, ”,   2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2021.
  4. Analysis of cough sound measurements including COVID-19 positive cases: A machine learning characterization”, J. Valdés, P. Xi, M. Cohen-McFarlane, B. Wallace, R. Goubran, F. Knoefel, 2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2021.
  5. Effects of Region of Interest Size on Heart Rate Assessment through Video Magnification”, Yassin Kassab, L., Law, A., Wallace, B., Larivière-Chartier, J., Goubran, R. Knoefel, F., 2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2021.
  6. Supportive Smart Home Systems: Utilization Assessment for Internet Service Provider Networks”, Almhairat, S., Wallace, B., Larivière-Chartier, J., El-Haraki, A., Goubran, R., Knoefel, F., 2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2021.
  7. Using Zigbee Sensors to Measure Human Behaviour – Analytical Considerations”, Agarwal, A., Wallace, B., Ault, L., Larivière-Chartier, J., Knoefel, F., Goubran, R., Kaye, J., Beattie, Z., Thomas, N., 2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2021.
  8. Impact of face coverings on cough measurement characterization”, Cohen-McFarlane, M., Xi, P., Wallace, B., Valdés, J., Goubran, R. Knoefel, F., 2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2021.
  9. Dynamic Shear and Normal Forces on Patient Skin in Sling Lift Transfers”, S. Cramp, B. Wallace, 2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2021..
  10. Visualizing Effects of COVID-19 Social Isolation with Residential Activity Big Data Sensor Data”, A. Rajkumar, B. Wallace, L. Ault, J. Larivière-Chartier, F. Knoefel, R. Goubran, J. Kaye, N. Thomas, IEEE BigData 2020 Workshop on Data Science in Medicine and Healthcare (DSMH), 2020.
  11. User Experience Design for Persons with Dementia – Current Methods and Experiential Experience”, S. Knappe, B. Wallace, L. Ault, F. Knoefel, R. Goubran, N. Thomas The Twelfth International Conference on eHealth, Telemedicine, and Social Medicine (eTELEMED 2020), 2020.
  12. Comparison of Bed-Sensors for Nocturnal Behaviour Assessment”, B. Wallace, F. Knoefel, R. Goubran, J. Kaye, N. Thomas The Twelfth International Conference on eHealth, Telemedicine, and Social Medicine (eTELEMED 2020), 2020.
  13. Frequency Response of a Novel IR Based Pressure Sensitive Mat for Well-being Assessment”, B. Wallace, J. Larivière-Chartier, H. Liu, T. Sloan, R. Goubran, F. Knoefel, The 20th IEEE International Conference on BioInformatics And BioEngineering (BIBE), 2020.
  14. Evaluation of the Pressure Applied to a Patients Skin During Patient Transfer”, S. Cramp, B. Wallace , S. Cramp, B. Wallace S. Cramp, B. Wallace, The 20th IEEE International Conference on BioInformatics And BioEngineering (BIBE), 2020.
  15. Assessment of Time in Bed and Overnight Bed Exits using and Bed Based Sensing”, B. Wallace, L. Ault, J. Larivière-Chartier, R. Goubran, F. Knoefel, 12th World Conference of Gerontechnology 2020.
  16. Vital Sign and Well-being Assessment Using Bed Based Sensing”, B. Wallace, L. Ault, J. Larivière-Chartier, R. Goubran, F. Knoefel, 12th World Conference of Gerontechnology 2020.
  17. Developing a Caregiver Feedback Response System using a Home-based Sensor Platform”, L Ault, A Kachala, F Knoefel, A Frank, B Wallace, J Kaye, C Trudel, N Thomas,  12th World Conference of Gerontechnology 2020.
  18. Repetitively Driven Trips as a Measure of Older Adult Driver Cognitive Health – Three Case Studies”, Howcroft, J., Wallace, B., Goubran, R., Marshall, S., Porter, M., Knoefel, F.,  2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2020.
  19. Nocturnal Wandering Diversion: Preliminary Results from 8 Homes”, F. Knoefel, B. Wallace, T. Nasser El Harake, L. Ault, B. Toonders, H. Sveistrup, R. Goubran, 12th World Conference of Gerontechnology 2020.
  20. Cloud Processing of Bed Pressure Sensor Data to Detect Sleep Apnea Events”, H. Azimi, H. Liu, M. Bilodeau, B. Wallace, M. Bouchard, R. Goubran, F. Knoefel, 2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2020.
  21. Challenges with Audio Classification using Image Based Approaches for Health Measurement Applications”, M. Cohen-McFarlane, R. Goubran, B. Wallace, 2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2020.
  22. Preliminary Results for Novel Shear Force Sensor using Force Sensitive Resistors “, S. Cramp, C. Maccoll, B. Wallace, 2020 IEEE International Instrumentation Measurement Technology Conference (I2MTC), 2020.
  23. Baseline Data in a Longitudinal Validation of Cognigram Computerized Cognitive Testing in Mild Cognitive Impairment“, A. Frank, I. Sabra, B. Wallace, M. Breau, L. Sweet, F. Knoefel, R. Goubran, . Frank, I. Sabra, B. Wallace, M. Breau, L. Sweet, F. Knoefel, R. Goubran. Alzheimer’s & Dementia: The Journal of the Alzheimer’s Association 15, no. 7, P436-P437, 2019.
  24. WiFi Channel State Information-Based Recognition of Sitting-Down and Standing-Up Activities”, I. Joudeh, A. Cretu, B. Wallace, R. Goubran, A. Alkhalid, M. Allegue-Martinez, F. Knoefel, 2019 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2019.
  25. Streaming Pressure Sensor Data for Cloud Processing”, B. Wallace, H. Liu, R. Goubran, M. Bilodeau, F. Knoefel, 2019 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2019.
  26. Preliminary Results from Longitudinal Balance Assessment for Older Adults with Cognitive Decline”, L. Ault, B. Wallace, R. Goubran, S. Fraser, E. Stroulia, F. 2019 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2019 Knoefel, .
  27. “Recognition of Sitting-down and Standing-up Activities using WiFi Channel State Information”, I. Joudeh, A. Cretu, B. Wallace, R. Goubran, Carleton Data Day 6.0 Symposium, 2019.Award: First Prize Conference Poster
  28. “Comparing N100 latencies between Mild Cognitive Impairment (MCI) and Cognitively Normal (CN) subjects using Event-Related Potentials (ERP) of the NeuroCatchTM Platform”, Knoefel F, Sabra I, Wallace B, Breau M, Sweet L, Goubran R, Frank A. (May 2019).  accepted at The Canadian Geriatrics Society – 39th Annual Scientific Meeting. Halifax, Nova Scotia.
  29. The Challenges of Connecting Smart Home Health Sensors to Cloud Analytics”, B. Wallace, F. Horsfall, R. Goubran, A. El-Haraki, F. Knoefel,  2019 IEEE Sensors Applications Symposium (SAS), pp. 1-5. IEEE, 2019.
  30. Cloud based Artificial Intelligence Processing of Ambient Home Sensors”, F. Knoefel, B. Wallace, H. Liu, M. Bilodeau, R. Goubran, ISPIM Conference Proceedings, pp. 1-12. The International Society for Professional Innovation Management (ISPIM), 2019.
  31. Will Internet Services Support Cloud AI for Health Sensors Networks?”, B. Wallace, F. Horsfall, R. Goubran, F. Knoefel,  ISPIM Conference Proceedings, pp. 1-12. The International Society for Professional Innovation Management (ISPIM), 2019.
  32. “Smart Home Technology Detecting Nighttime Wandering in Persons with Dementia”,  B. Toonders, L. Ault, B. Wallace, F. Knoefel, accepted at e-Health 2019 Conference in Toronto, May 2019.
  33. “Predicting conversion from Mild Cognitive Impairment (MCI) to dementia using two types of technology: preliminary data”, I. Sabra, A. Frank, B. Wallace, M. Breau, L. Sweet, R. Goubran, F. Knoefel, AGE-WELL AGM, 2018.
  34. “Application of Cloud based Data Analytics for the processing of Sensor Mat Data”, B. Wallace, H. Liu, R. Goubran, F. Knoefel, AGE-WELL AGM, 2018.
  35. “AGE-WELL National Innovation Hub in Sensors and Analytics for Monitoring Mobility and Memory Technology to Monitor Night Wandering in Dementia”, L. Ault, B. Wallace, R. Goubran, K. de Libero, H. Lowden, B. Toonders, N. Valech, F. Knoefel, AGE-WELL AGM, 2018.
  36. “Smart Home Technology Solution for Nighttime Wandering in Dementia”,  F. Knoefel, N. Valech, L. Ault, H. Lowden, R. Goubran, B. Toonders, S. Kennedy, B. Wallace, AGM of the Regional Geriatric Program of Eastern Ontario, Ottawa, 2018.
  37. “Smart home technology for wandering of dementia persons: a case report”, Knoefel, F., Valech, N., Lowden, H., Goubran, R., Toonders, B., Kennedy, S., Wallace, B., Gagnon, C., Canadian Association on Gerontology 2018.
  38. Driving Destination Measures in Older Adult Drivers with Differing Health Statuses“, Howcroft, J., Wallace, B., Goubran, R., Marshall, S., Porter, M., Knoefel, F., MeMeA 2018.
  39. Measuring Older Driver Behaviours with Prior and Post Exposure to Collision Locations“, Wallace, B., Howcroft, J., Goubran, R., Marshall, S., Porter, M., Alakel, A., Knoefel, F., MeMeA 2018.,
  40. Preliminary results for measurement and classification of overnight wandering by dementia patient using multi-sensors“, B Wallace, T Nasser El Harake, R Goubran, N Valech, 2018 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 2018

Student Thesis

  1. Joudeh, Itaf O., “Exploiting Wi-Fi Channel State Information for Artificial Intelligence-Based Human Activity Recognition of Similar Dynamic Motions”, M.A.Sc. Thesis, Carleton University, 2020.