Driving

Year: 2017, 2016, 2015, 2014, 2013

2017

N. Fung, B. Wallace, A. Chan, R. Goubran, F. Knoefel. “Distinguishing Healthy Older Drivers Using Acceleration and Driving Events”. in Proc. of the IEEE International Symposium on Medical Measurements and Applications (MeMeA). Rochester, USA, May 8th, 2017

B. Wallace, R. Goubran, S. Marshall, M. Porter, A. Smith, F Knoefel. “Features that Distinguish Drivers: Big Data Analytics of Naturalistic Driving Data”. International Journal on Big Data. February 2017.

B. Wallace, R. Goubran, M. Porter, A. Smith, F. Knoefel. “Unique Driver Behaviour- Machine Learning Classification to Differentiate Drivers”. Accident Analysis and Prevention. February 2017

2016

B. Wallace, R. Goubran, F. Knoefel, S. Marshall, M. Porter, A. Smith, “Driver Unique Acceleration Behaviours and Stability over Two Years,” in Proc. IEEE International Congress on Big Data, San Francisco, United States, Jul. 2016, pp. 230-235.

B. Wallace, A. Puli, R. Goubran, F. Knoefel, S. Marshall, M. Porter, A. Smith, “Measurement of Distinguishing Features of Stable Cognitive and Physical Health of Older Drivers”. IEEE Transactions on Instrumentation and Measurement. February 2016; Volume 65, pp (99): 1-12.

2015

B. Wallace, R. Goubran, F. Knoefel, S. Marshall, M. Porter, M. Harlow, A. Puli. “Automation of the Validation, Anonymization and Augmentation of Big Data from a Multi-year Driving Study.” IEEE Big Data Congress, New York City, USA, July 2, 2015.

B. Wallace, A. Puli, R. Goubran, F. Knoefel, S. Marshall, M. Porter, A. Smith. “Big Data Analytics to Identify Deceleration Characteristics of an Older Driver.“ IEEE Symposium on Medical Measurements and Applications – MeMeA, Torino, Italy, May 7-9, 2015.

B. Wallace, M. Rockwood, R. Goubran, J. Jutai. “Measurement of Vehicle Acceleration in Studies of Older Drivers from GPS Position and OBDII Velocity Sensors.“ IEEE Symposium on Medical Measurements and Applications – MeMeA, Torino, Italy, May 7-9, 2015.

2014

B. Wallace, R. Goubran, F. Knoefel, S. Marshall, M. Porter, M. Harlow, A. Puli. “Big Data Validation, Augmentation with k-Anonimity & Differential Privacy for Multi-year Driving Study.“ Carleton IBM Big Data Symposium, Ottawa, 2014.

B. Wallace, A. Puli, R. Goubran, F. Knoefel, S. Marshall, M. Porter, A. Smith. “Big Data Analytics: Deceleration Characteristics of Older Drivers.“ Carleton IBM Big Data Symposium, Ottawa,ON, 2014.

B. Wallace, R. Goubran, F. Knoefel, M. Porter. “Data Analytics – Measuring Habit Variations to Identify Drivers” Carleton IBM Big Data Symposium, Ottawa, April 24, 2014. Award: Bronze Medal Conference Poster

B. Wallace, R. Goubran, F. Knoefel, S. Marshall, M. Porter. “Distinguishing Drivers by Measuring Their Habits.“Bruyère Research Institute, Open House, Ottawa, ON, April 24, 2014.

B. Wallace, R. Goubran, F. Knoefel. “Measurement of Signal Use and Vehicle Turns as Indication of Driver Cognition.” In proc. of 36th Annual International Conference of the IEEE Eng. in Medicine and Biology Society (EMBC 2014), Chicago, USA, August 2014, pp. 3747-3750.

B. Wallace, R. Goubran, F. Knoefel, S. Marshall, M. Porter. “Measuring Variation in Driving Habits Between Drivers.” In proc. of IEEE International Symposium on Medical Measurements and Applications, Lisbon, Portugal, June 2014, pp. 29-34.

2013

B. Wallace, R. Goubran, F. Knoefel. “Scoring Cognitive Change Through Sensing and Analysis of Changing Driving Ability.” CMBES36-APIBQ Joint Conference, Ottawa, ON, May 2013.

B. Wallace, R. Goubran, F. Knoefel. “Cognitive Change Measurement Through Driving Navigation Ability Sensing and Analysis.” In proc. of IEEE International Symposium on Medical Measurements and Applications, Gatineau, QC, May 2013, pp. 164-169.

B. Wallace, R. Goubran, F. Knoefel. “Sensor Systems and Data Analytics to Measure Cognitive Ability while Driving.” hSITE Poster Session, Nov 2013.

B. Wallace, R. Goubran, F. Knoefel. “Measurement of Driving Routes and Correlation to Optimal Navigation Paths.“in Proc. IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Minneapolis, MN, USA, May 2013, pp. 1465-1471.