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R. Bruce Wallace

Bruce Wallace 0001

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affiliation: Carleton University, Canada

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Journal Articles

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2024
[j12]
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Bruce Wallace, Kathleen Van Benthem, Chris M. Herdman, Jocelyn Keillor, Rafik Goubran, Frank Knoefel:
Roadmap for Measurement and Applications. IEEE Instrum. Meas. Mag. 27(7): 46-52 (2024)
2023
[j11]
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Bruce Wallace, Frank Knoefel, Rafik Goubran, Heidi Sveistrup, Neil W. Thomas:
Measurement and Applications. IEEE Instrum. Meas. Mag. 26(7): 34-40 (2023)
2022
[j10]
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Bruce Wallace, Leen Yassin Kassab, Andrew Law, Rafik Goubran, Frank Knoefel:
Contactless Remote Assessment of Heart Rate and Respiration Rate Using Video Magnification. IEEE Instrum. Meas. Mag. 25(1): 20-27 (2022)
2021
[j9]
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Madison Cohen-McFarlane, Stephanie L. Bennett, Bruce Wallace, Rafik Goubran, Frank Knoefel:
Bed-Based Health Monitoring Using Pressure Sensitive Technology: A Review. IEEE Instrum. Meas. Mag. 24(2): 13-23 (2021)
[j8]
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Bruce Wallace, Frank Knoefel:
Guest Editorial. IEEE Instrum. Meas. Mag. 24(6): 3-4 (2021)
[j7]
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Stephanie L. Bennett, Madison Cohen-McFarlane, Bruce Wallace, Rafik Goubran, Frank Knoefel:
The Assessment of Cognitive and Physical Well-Being Through Ambient Sensor Measures of Movement Towards Longitudinal Monitoring of Activities of Daily Living. IEEE Instrum. Meas. Mag. 24(6): 79-88 (2021)
2019
[j6]
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Jennifer Howcroft, Bruce Wallace, Rafik Goubran, Shawn Marshall, Michelle M. Porter, Frank Knoefel:
Trip-Based Measures of Naturalistic Driving: Considerations and Connections With Cognitive Status in Older Adult Drivers. IEEE Trans. Instrum. Meas. 68(7): 2451-2459 (2019)
2018
[j5]
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Bruce Wallace, Frank Knoefel, Rafik A. Goubran, Philippe Masson, Amanda Baker, Brianna Allard, Victor Guana, Eleni Stroulia:
Detecting Cognitive Ability Changes in Patients With Moderate Dementia Using a Modified "Whack-a-Mole" Game. IEEE Trans. Instrum. Meas. 67(7): 1521-1534 (2018)
2017
[j4]
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Bruce Wallace, Frank Knoefel, Rafik A. Goubran, Rocio A. Lopez Zunini, Zhaofen Ren, Aaron Maccosham:
EEG/ERP: Within Episodic Assessment Framework for Cognition. IEEE Trans. Instrum. Meas. 66(10): 2525-2534 (2017)
2016
[j3]
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Bruce Wallace, Akshay Puli, Rafik A. Goubran, Frank Knoefel, Shawn Marshall, Michelle Porter, Andrew Smith:
Measurement of Distinguishing Features of Stable Cognitive and Physical Health Older Drivers. IEEE Trans. Instrum. Meas. 65(9): 1990-2001 (2016)
1992
[j2]
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Bruce Wallace:
OSI Migration. Comput. Networks ISDN Syst. 25(4-5): 540-545 (1992)
[j1]
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R. Bruce Wallace, Rafik A. Goubran:
Improved tracking adaptive noise canceler for nonstationary environments. IEEE Trans. Signal Process. 40(3): 700-703 (1992)

Conference and Workshop Papers

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2024
[c78]
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Emma Boulay, Bruce Wallace, Kathleen C. Fraser, Manuela Kunz, Rafik Goubran, Frank Knoefel, Neil Thomas:
A Cost-Effective Webcam Eye-Tracking Algorithm for Robust Classification of Fixations and Saccades. I2MTC 2024: 1-6
[c77]
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Brady Laska, Rafik Goubran, Bruce Wallace:
Binaural Characterization of Active Noise Cancelling Headphones. I2MTC 2024: 1-6
[c76]
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Brady Laska, Julio J. Valdés, Pengcheng Xi, Rafik Goubran, Bruce Wallace, Madison Cohen-McFarlane, Frank Knoefel:
Cough Sound Analysis using Vocal Tract Models. I2MTC 2024: 1-6
[c75]
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Aidan Lochbihler, Bruce Wallace, Kathleen Van Benthem, Chris M. Herdman, Will Sloan, Kirsten Brightman, Frank Knoefel, Shawn Marshall, Rafik Goubran:
Multi-Class Gaze Detection in a Dynamic Environment. I2MTC 2024: 1-6
[c74]
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Mahya Shahmohammadimehrjardi, R. Bruce Wallace, Adrian D. C. Chan, Rafik Goubran, Pengcheng Xi, Julio J. Valdés:
Multi-Level Method for Sound Source Location Measurement. I2MTC 2024: 1-6
[c73]
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Bruce Wallace, Philippe Masson, Jonathan Ojangole, Kathleen Van Benthem, Chris M. Herdman, Jocelyn Keillor, Rafik Goubran, Frank Knoefel, Shawn Marshall:
Assessing Driving Risk Indicators from Large Driving Data Sets. MeMeA 2024: 1-6
[c72]
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Bahareh Chimehi, Julien Larivière-Chartier, R. Bruce Wallace, Zachary T. Beattie, Laura Ault, Lyndsey Miller, Joel Steele, Neil Thomas:
Sensor Assessment of Time in Bed on Caregiver Burden for Person Living with Cognitive Impairment. MeMeA 2024: 1-6
[c71]
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Brady Laska, Pengcheng Xi, Julio J. Valdés, R. Bruce Wallace, Rafik Goubran:
Zero-Shot Multi-Task Cough Sound Analysis with Speech Foundation Model Embeddings. MeMeA 2024: 1-6
[c70]
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Aidan Lochbihler, R. Bruce Wallace, Kathleen Van Benthem, Chris M. Herdman, Will Sloan, Kirsten Brightman, Rafik Goubran, Frank Knoefel, Shawn Marshall:
Metrics in a Dynamic Gaze Environment. MeMeA 2024: 1-6
2023
[c69]
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Diane Elhajjar, Bruce Wallace, Andrew Law, Rafik Goubran, Frank Knoefel:
Machine Learning Assessment of Heart Rate Confidence from Video Magnification. BIBE 2023: 1-6
[c68]
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Bahareh Chimehi, Bruce Wallace:
Machine Learning to Determine Handle Force and Direction Using Strain Gauge Measurements. I2MTC 2023: 1-6
[c67]
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Diane Elhajjar, Bruce Wallace, Andrew Law, Rafik Goubran, Frank Knoefel:
Assessing Confidence in Video Magnification Heart Rate Measurement using Multiple ROIs. I2MTC 2023: 1-6
[c66]
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Aidan Lochbihler, Bruce Wallace, Kathleen Van Benthem, Chris M. Herdman, Will Sloan, Kirsten Brightman, Frank Knoefel, Shawn Marshall:
Assessing Driver Gaze Location in a Dynamic Vehicle Environment. I2MTC 2023: 1-6
[c65]
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Bahareh Chimehi, R. Bruce Wallace:
Decision Tree Machine Learning to Determine Direction of Steering Force for Hospital Bed Push Handle System. MeMeA 2023: 1-6
[c64]
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Aidan Lochbihler, Bruce Wallace, Kathleen Van Benthem, Chris M. Herdman, Will Sloan, Kirsten Brightman, Josh Goheen, Frank Knoefel, Shawn Marshall:
Assessing Driver Engagement Through Machine Learning Classification of Physiological Measures. MeMeA 2023: 1-6
[c63]
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Emma Boulay, Jonathan Mack, Christian Ratsamany, Abeer Rafiq, Bruce Wallace, Frank Knoefel:
Identification of Cooking ADL Actions Through Analysis of Thermal Camera Video. SAS 2023: 1-6
[c62]
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Emma Boulay, Bruce Wallace, Kathleen C. Fraser, Manuela Kunz, Rafik Goubran, Frank Knoefel, Neil W. Thomas:
Design and Validation of a System to Synchronize Speech Recognition and Eye-Tracking Measurements. SAS 2023: 1-6
[c61]
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Diane Elhajjar, Bruce Wallace, Andrew Law, Rafik Goubran, Frank Knoefel:
A Confidence Framework Through Temporal Averaging for Heart Rate Estimation in Video Magnification. SAS 2023: 1-6
[c60]
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Manuela Kunz, Arsalan Syed, Kathleen C. Fraser, Bruce Wallace, Rafik Goubran, Frank Knoefel, Neil Thomas:
Reducing Fixation Error Due to Natural Head Movement in a Webcam-Based Eye-Tracking Method. SAS 2023: 1-6
[c59]
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Brady Laska, Bruce Wallace, Abagael Hudak, Rafik Goubran:
Room Acoustic Characterization with Smartphone-Based Automated Speech Recognition. SAS 2023: 1-5
[c58]
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Aidan Lochbihler, Bruce Wallace, Kathleen Van Benthem, Chris M. Herdman, Will Sloan, Kirsten Brightman, Josh Goheen, Frank Knoefel, Shawn Marshall:
Assessing Driver Task Engagement Through Machine Learning Classification of Physiological Response. SAS 2023: 1-6
[c57]
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Philippe Masson, Bruce Wallace, James Green, Rafik Goubran:
Comparison of Spatial Coverage of LiDAR Systems for In Home Activity of Daily Living Applications. SAS 2023: 1-6
[c56]
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Will Sloan, Bruce Wallace, Andrea Pepe, Heidi Sveistrup, Frank Knoefel, Amy E. Mark Fraser, Matthew Bromwich:
Hearing Aid Accelerometer Based Pedometry Assessment for Older Adults. SAS 2023: 1-6
[c55]
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Bruce Wallace, Abigael Schonewille, Kathleen Van Benthem, Chris M. Herdman, Jocelyn Keillor, Rafik Goubran, Frank Knoefel, Shawn Marshall:
Big Data Analysis of Canadian Drivers Using OBDII Sensor Data: The Impact of the Pandemic. SAS 2023: 1-5
[c54]
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Zhenyu Zhang, Yichun Shen, Julio J. Valdés, Saiful Huq, Bruce Wallace, James Green, Pengcheng Xi, Rafik Goubran:
Domestic Sound Classification with Deep Learning. SAS 2023: 1-6
2022
[c53]
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Julio J. Valdés, Karim Habashy, Pengcheng Xi, Madison Cohen-McFarlane, Bruce Wallace, Rafik Goubran, Frank Knoefel:
Cough Classification with Deep Derived Features using Audio Spectrogram Transformer. IEEE Big Data 2022: 1729-1739
[c52]
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Kirsten Brightman, Kathleen Van Benthem, R. Bruce Wallace, Chris M. Herdman, Will Sloan, Tom Sloan, Aidan Lochbihler, Frank Knoefel, Shawn Marshall:
Age-Friendly Protocol to Support Investigations of Autonomous Driving Disengagement on Driver Safety. HCI (40) 2022: 147-154
[c51]
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Saif Almhairat, Bruce Wallace, Julien Larivière-Chartier, Ali El-Haraki, Rafik Goubran, Frank Knoefel:
Network Effects on Dual Machine Learning Models Predicting Smart Home Sensor Measurements. I2MTC 2022: 1-6
[c50]
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Leen Yassin Kassab, Andrew Law, Bruce Wallace, Julien Larivière-Chartier, Rafik Goubran, Frank Knoefel:
The Effect of Noise on Contactless Heart Rate Measurement using Video Magnification. I2MTC 2022: 1-6
[c49]
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Ashi Agarwal, Frank Knoefel, Bruce Wallace, Neil W. Thomas, Rafik Goubran:
Walking Gait Speed Measurement U sing Privacy Respecting AI Enabled Visual Sensor. MeMeA 2022: 1-6
[c48]
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Madison Cohen-McFarlane, Bruce Wallace, Pengcheng Xi, Rafik Goubran, Frank Knoefel:
Feasibility analysis of the fusion of pressure sensors and audio measurements for respiratory evaluations. MeMeA 2022: 1-6
[c47]
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Phillippe Forster, Bruce Wallace, Rafik Goubran, Frank Knoefel:
Assessing Activities of Daily Living by Measuring Residential Water Use with Low Cost Thermistors. MeMeA 2022: 1-6
[c46]
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Ashi Agarwal, Bruce Wallace, Rafik Goubran, Frank Knoefel, Neil W. Thomas:
Method to Improve Gait Speed Assessment for Low Frame Rate AI Enabled Visual Sensor. SAS 2022: 1-6
[c45]
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Saif Almhairat, Bruce Wallace, Julien Larivière-Chartier, Ali El-Haraki, Rafik Goubran, Frank Knoefel:
Maintaining Synchrony of Dual Machine Learning: A Phase-Locked Loop Approach. SAS 2022: 1-6
[c44]
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Bahareh Chimehi, Bruce Wallace:
Load Cell Force and Direction Sensor System for Push Bars. SAS 2022: 1-6
[c43]
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  - conf/sas2/Cohen-McFarlane22
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Madison Cohen-McFarlane, Fatima Hassan, Pengcheng Xi, Bruce Wallace, Rafik Goubran, Frank Knoefel:
Impact of face covering models on respiratory sound classification applications. SAS 2022: 1-6
[c42]
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Karim Habashy, Julio J. Valdés, Madison Cohen-McFarlane, Pengcheng Xi, Bruce Wallace, Rafik Goubran, Frank Knoefel:
Cough Classification Using Audio Spectrogram Transformer. SAS 2022: 1-6
[c41]
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Leen Yassin Kassab, Andrew Law, Bruce Wallace, Julien Larivière-Chartier, Rafik Goubran, Frank Knoefel:
Effects of Lighting and Window Length on Heart Rate Assessment through Video Magnification. SAS 2022: 1-6
2021
[c40]
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Ashi Agarwal, Bruce Wallace, Laura Ault, Julien Larivière-Chartier, Frank Knoefel, Rafik Goubran, Jeffrey Kaye, Zachary T. Beattie, Neil W. Thomas:
Using Zigbee Sensors for Ambient Measurement of Human Gait - Analytical Considerations. MeMeA 2021: 1-6
[c39]
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Saif Almhairat, Bruce Wallace, Julien Larivière-Chartier, Ali El-Haraki, Rafik Goubran, Frank Knoefel:
Supportive Smart Home Systems: Utilization Assessment for Internet Service Provider Networks. MeMeA 2021: 1-6
[c38]
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Madison Cohen-McFarlane, Pengcheng Xi, Bruce Wallace, Julio J. Valdés, Rafik Goubran, Frank Knoefel:
Impact of face coverings on cough measurement characterization. MeMeA 2021: 1-6
[c37]
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Steven Cramp, Bruce Wallace:
Dynamic Shear and Normal Forces on Patient Skin in Sling Lift Transfers. MeMeA 2021: 1-6
[c36]
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Itaf Omar Joudeh, Ana-Maria Cretu, R. Bruce Wallace, Rafik A. Goubran, Michel Allegue-Martínez, Frank Knoefel:
Location Independence in Machine Learning Classification of Sitting-Down and Standing-Up Actions using Wi-Fi Sensors. MeMeA 2021: 1-6
[c35]
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Leen Yassin Kassab, Andrew Law, Bruce Wallace, Julien Larivière-Chartier, Rafik Goubran, Frank Knoefel:
Effects of Region of Interest Size on Heart Rate Assessment through Video Magnification. MeMeA 2021: 1-6
[c34]
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Julio J. Valdés, Pengcheng Xi, Madison Cohen-McFarlane, Bruce Wallace, Rafik Goubran, Frank Knoefel:
Analysis of cough sound measurements including COVID-19 positive cases: A machine learning characterization. MeMeA 2021: 1-6
2020
[c33]
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  - conf/bibe/WallaceLLSGK20
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Bruce Wallace, Julien Larivière-Chartier, Haoyang Liu, Tom Sloan, Rafik Goubran, Frank Knoefel:
Frequency Response of a Novel IR Based Pressure Sensitive Mat for Well-being Assessment. BIBE 2020: 481-486
[c32]
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Steven Cramp, Bruce Wallace:
Evaluation of the Pressure Applied to a Patient's Skin During Patient Transfer. BIBE 2020: 487-493
[c31]
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  - conf/bigdataconf/RajkumarWALKGKT20
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Anuradha Rajkumar, Bruce Wallace, Laura Ault, Julien Larivière-Chartier, Frank Knoefel, Rafik Goubran, Jeff Kaye, Neil W. Thomas:
Visualizing Effects of COVID-19 Social Isolation with Residential Activity Big Data Sensor Data. IEEE BigData 2020: 3811-3819
[c30]
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Jorin Weatherston, Charles Perin, Dennis K. Hore, Bruce Wallace, Margaret-Anne D. Storey:
An Unquantified Uncertainty Visualization Design Space During the Opioid Crisis. CHI Extended Abstracts 2020: 1-8
[c29]
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Steven Cramp, Cam Maccoll, R. Bruce Wallace:
Preliminary Results for Novel Shear Force Sensor using Force Sensitive Resistors. I2MTC 2020: 1-6
[c28]
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Hilda Azimi, Haoyang Liu, Martin Bilodeau, Bruce Wallace, Martin Bouchard, Rafik Goubran, Frank Knoefel:
Cloud Processing of Bed Pressure Sensor Data to Detect Sleep Apnea Events. MeMeA 2020: 1-5
[c27]
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Madison Cohen-McFarlane, Rafik Goubran, Bruce Wallace:
Challenges with Audio Classification using Image Based Approaches for Health Measurement Applications. MeMeA 2020: 1-5
[c26]
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Jennifer Howcroft, Bruce Wallace, Rafik Goubran, Shawn Marshall, Michelle M. Porter, Frank Knoefel:
Repetitively Driven Trips as a Measure of Older Adult Driver Cognitive Health - Three Case Studies. MeMeA 2020: 1-6
2019
[c25]
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Laura Ault, R. Bruce Wallace, Rafik Goubran, Sarah Fraser, Eleni Stroulia, Frank Knoefel:
Preliminary Results from Longitudinal Balance Assessment for Older Adults with Cognitive Decline. MeMeA 2019: 1-6
[c24]
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Itaf O. Joudeh, Ana-Maria Cretu, R. Bruce Wallace, Rafik A. Goubran, Abdulaziz Alkhalid, Michel Allegue-Martínez, Frank Knoefel:
WiFi Channel State Information-Based Recognition of Sitting-Down and Standing-Up Activities. MeMeA 2019: 1-6
[c23]
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R. Bruce Wallace, Haoyang Liu, Rafik A. Goubran, Martin Bilodeau, Frank Knoefel:
Streaming Pressure Sensor Data for Cloud Processing. MeMeA 2019: 1-5
[c22]
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  - conf/sas2/WallaceHGEK19
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R. Bruce Wallace, Frank Horsfall, Rafik Goubran, Ali El-Haraki, Frank Knoefel:
The Challenges of Connecting Smart Home Health Sensors to Cloud Analytics. SAS 2019: 1-5
2018
[c21]
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Jennifer Howcroft, Bruce Wallace, Rafik A. Goubran, Shawn Marshall, Michelle M. Porter, Frank Knoefel:
Changes in driving acceleration pattern variability related to cognitive and physical health. BHI 2018: 357-360
[c20]
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Bruce Wallace, Tarek Nasser El Harake, Rafik Goubran, Natalia Valech:
Preliminary results for measurement and classification of overnight wandering by dementia patient using multi-sensors. I2MTC 2018: 1-6
[c19]
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Jennifer Howcroft, Bruce Wallace, Rafik A. Goubran, Shawn Marshall, Michelle M. Porter, Frank Knoefel:
Driving Destination Measures in Older Adult Drivers with Differing Health Statuses. MeMeA 2018: 1-5
[c18]
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Bruce Wallace, Jennifer Howcroft, Rafik Goubran, Shawn Marshall, Michelle M. Porter, Akram Alakel, Frank Knoefel:
Measuring Older Driver Behaviours with Prior and Post Exposure to Collision Locations. MeMeA 2018: 1-6
2017
[c17]
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Nathanael C. Fung, Bruce Wallace, Adrian D. C. Chan, Rafik A. Goubran, Michelle M. Porter, Shawn Marshall, Frank Knoefel:
Driver identification using vehicle acceleration and deceleration events from naturalistic driving of older drivers. MeMeA 2017: 33-38
[c16]
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Bruce Wallace, Frank Knoefel, Rafik A. Goubran, Philippe Masson, Amanda Baker, Brianna Allard, Eleni Stroulia, Victor Guana:
Monitoring cognitive ability in patients with moderate dementia using a modified "whack-a-mole". MeMeA 2017: 292-297
[c15]
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Jennifer Howcroft, Bruce Wallace, Rafik A. Goubran, Shawn Marshall, Michelle M. Porter, Frank Knoefel:
Variation in acceleration driving patterns as a measure of older adult health status. MeMeA 2017: 298-302
2016
[c14]
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Vilas Joshi, Bruce Wallace, Anissa Shaddy, Frank Knoefel, Rafik A. Goubran, C. Lord:
Metrics to monitor performance of patients with mild cognitive impairment using computer based games. BHI 2016: 521-524
[c13]
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Bruce Wallace, Rafik A. Goubran, Frank Knoefel, Shawn Marshall, Michelle Porter, Andrew Smith:
Driver Unique Acceleration Behaviours and Stability over Two Years. BigData Congress 2016: 230-235
[c12]
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Bruce Wallace, Rafik A. Goubran, Frank Knoefel:
Cognition assessment: A framework for episodic measurement. MeMeA 2016: 1-6
2015
[c11]
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R. Bruce Wallace, Rafik A. Goubran, Frank Knoefel, Shawn Marshall, Michelle Porter, Madelaine Harlow, Akshay Puli:
Automation of the Validation, Anonymization, and Augmentation of Big Data from a Multi-year Driving Study. BigData Congress 2015: 608-614
[c10]
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Michael Rockwood, Bruce Wallace, Rafik Goubran, Frank Knoefel, Shawn Marshall:
Adaptive drift calibration of accelerometers with direct velocity measurements. I2MTC 2015: 240-244
[c9]
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R. Bruce Wallace, Akshay Puli, Rafik A. Goubran, Frank Knoefel, Shawn Marshall, Michelle Porter, Andrew Smith:
Big data analytics to identify deceleration characteristics of an older driver. MeMeA 2015: 89-94
[c8]
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R. Bruce Wallace, Michael Rockwood, Rafik A. Goubran, Frank Knoefel, Shawn Marshall, Michelle Porter:
Measurement of vehicle acceleration in studies of older drivers from GPS position and OBDII velocity sensors. MeMeA 2015: 391-396
2014
[c7]
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R. Bruce Wallace, Rafik A. Goubran, Frank Knoefel, Mihaela Petriu, Alex McAvoy:
Design of games for measurement of cognitive impairment. BHI 2014: 117-120
[c6]
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  - conf/embc/WallaceGK14
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Bruce Wallace, Rafik A. Goubran, Frank Knoefel:
Measurement of signal use and vehicle turns as indication of driver cognition. EMBC 2014: 3747-3750
[c5]
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R. Bruce Wallace, Rafik A. Goubran, Frank Knoefel, Shawn Marshall, Michelle Porter:
Measuring variation in driving habits between drivers. MeMeA 2014: 29-34
2013
[c4]
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Bruce Wallace, Rafik Goubran, Frank Knoefel:
Measurement of driving routes and correlation to optimal navigation paths. I2MTC 2013: 1465-1470
[c3]
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R. Bruce Wallace, Rafik A. Goubran, Frank Knoefel:
Cognitive change measurement through driving navigation ability sensing and analysis. MeMeA 2013: 164-169
2012
[c2]
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  - conf/memea/WallaceDG12
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R. Bruce Wallace, Richard M. Dansereau, Rafik A. Goubran:
Methods for the detection of ECG characteristic points. MeMeA 2012: 1-6
2005
[c1]
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  - conf/drcn/GravesWPR05
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Alan F. Graves, Bruce Wallace, Shalini Periyalwar, Carlo Riccardi:
Clinical grade - a foundation for healthcare communications networks. DRCN 2005: 395-402

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