Publications
RECENT ACADEMIC PAPERS AND PRESENTATIONS
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2021
Unobtrusive, Continuous LIDAR-Based Measurement of Gait Characteristics at Home
Pavel M., Caves K., Jarvis L., Hasson C.J., Kos M., Jimison H. (2021). Unobtrusive, Continuous LIDAR-Based Measurement of Gait Characteristics at Home. Paper presentation at the 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Virtual
2020
Towards a digital biomarker of cognitive health: passive monitoring of cognitive changes using smartphone-based data
Kos M. (2020). Towards a digital biomarker of cognitive health: passive monitoring of cognitive changes using smartphone-based data. Poster presentation at the Computing Research Association Grad Cohort Workshop, Austin, TX.
2019
How to Validate Heart Rate Monitoring Wearables for Just-in-Time Adaptive Health Interventions? Development of Comparison Testing Guidelines
Kos M., Pavel M., Jimison H. (2019). How to Validate Heart Rate Monitoring Wearables for Just-in-Time Adaptive Health Interventions? Development of Comparison Testing Guidelines. Poster presentation at the Annual American Medical Informatics Association Symposium, Washington, DC.
NUCoach: A Customizable Coaching Platform for Designing Rehabilitation Mobile Apps
Khaghani-Far, I., Li, X., Kos M., Gordon, C. M., Williams, H., Pavel, M., & Jimison, H. B. (2019). NUCoach: A Customizable Coaching Platform for Designing Rehabilitation Mobile Apps. Archives of Physical Medicine and Rehabilitation, 100(7), e2.
Computational methods for understanding cognitive density preferences
Kos M., Yew J. (2019). Computational methods for understanding cognitive density preferences; foundations for adaptive user experiences, Google Ph.D. Intern Research Conference, Mountain View, CA.
2018
Evidence That Microinteraction Ecological Momentary Assessment (µEMA) is a Non-Reactive In-Situ Affect Assessment Method
Kos M., Ponnada A., Pavel M., Intille S. (2019). Evidence That Microinteraction Ecological Momentary Assessment (µEMA) is a Non-Reactive In-Situ Affect Assessment Method. Poster presentation at the 2019 Society for Affective Science (SAS) Annual Conference in Boston.
Improving Individuals’ Behavior and State Estimates with Model-Based Data Science and Sensor Fusion
Pavel M., Li X., Kos M., Khaghani-Far I., Gordon C., Jimison H., Williams H. (2018). Improving Individuals’ Behavior and State Estimates with Model-Based Data Science and Sensor Fusion. Panel discussion at the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Hawaii.
Effects of EEG-Based Closed-Loop Transcranial Alternating Current Stimulation on Theta Power during a Cognitive Task
Rampersad S., Orhan K., Kos M., Mansfield K., Marghi Y. M., Sheffield J., Dillard M., Erdogmus D., Pascual-Leone A., Yeung N., Mathan S., Cohen K. R., Pavel M. (2018). Effects of EEG-Based Closed-Loop Transcranial Alternating Current Stimulation on Theta Power during a Cognitive Task. Poster presentation at the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Hawaii.
NUCoach: A Modular Coaching Platform for Health and Data Scientists
Khaghani-Far I., Li X., Kos M., Gordon C., Williams H., Pavel M., Jimison H. (2018). NUCoach: A Modular Coaching Platform for Health and Data Scientists. Paper presentation at the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Hawaii.
2017
The Accuracy of Monitoring Stress from Wearable Devices
Kos M., Gordon C., Li X., Khaghani-Far I., Pavel M., Jimison H. (2017). The Accuracy of Monitoring Stress from Wearable Devices. Poster presentation at the Annual American Medical Informatics Association Symposium, Washington, DC.
Can accelerometry data improve estimates of heart rate variability from wrist PPG sensors?
Kos M., Li X., Khaghani-Far I., Gordon C., Pavel M., Jimison H. (2017). Can accelerometry data improve estimates of heart rate variability from wrist PPG sensors? Paper presentation at the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, South Korea.
Training Executive Functions through Rapidly-Changing Task Contexts and an Individualized Difficulty Progression
McKanna J., Plessow F., Dillard M., Kimball G., Norton-Ford Almquist J., Kos M., Yeung N., Mathan S., Pavel M. (2017). Training Executive Functions through Rapidly-Changing Task Contexts and an Individualized Difficulty Progression (paper under review).
Training Executive Functions through Rapidly-Changing Task Contexts and an Individualized Difficulty Progression
McKanna J., Kos M., Plessow F., Dillard M., Almquist J., Kimball G., Myers E., Orhan U., Rampersad S., Marghi Y., Cornhill D., Brem A., Mansfield K., Yeung N., Thompson T., Santarnecchi E, Erdogmus E., Pascual-Leone A., Kadosh C. R., Mathan S., Pavel M. (2017). Components of cognition: identifying contributors to learning speed in a game training intervention. Poster presentation at xTech, San Francisco.
The impact of stimulus features on learning and accuracy in an adaptive category learning task designed to train fluid intelligence
Kos M., McKanna J., Pavel M., Dillard M., Almquist J., Kimball G., Brem A., Orhan U., Rampersad S., Cornhill D., Yeung N., Erdogmus D., Pascual-Leone A., Kadosh R., Mathan S. (2017). The impact of stimulus features on learning and accuracy in an adaptive category learning task designed to train fluid intelligence, Poster presentation at the Association for Psychological Science annual convention, Boston, MA.
2016
Investors are more sensitive to information about financial rather than ethical reputation of a company: evidence from an experimental study
Blajer-Golebiewska, A. and Kos M. (2016). Investors are more sensitive to information about financial rather than ethical reputation of a company: evidence from an experimental study. Economics & Sociology, 9(1), p.11.
Decision-making under threat: what determines our engagement in preventive behaviors?
Kos M., Blajer-Gołębiewska A., Wach D., Pavel M., Gonzalez R. (2016). Decision-making under threat: what determines our engagement in preventive behaviors? Poster presentation at the Society for Judgment and Decision Making annual conference, Boston, MA.
Information avoidance in financial decision making
Blajer-Gołębiewska A., Wach D., Kos M. (2016). Information avoidance in financial decision making. Proceedings of the 23rd International Academic Conference, Venice.
Risk information avoidance: time inconsistency in decision-making
Blajer-Gołębiewska A., Wach D., Kos M. (2016). Risk information avoidance: time inconsistency in decision-making. Presentation at Economic valuations: privacy, environment, security, and health, Sopot.
2015
When do we avoid health-risk information?
Kos M., Blajer A., Wach D. (2015). When do we avoid health-risk information? Poster presentation at the Society for Judgment and Decision Making annual conference, Chicago, IL.
dentifying predictors of preventive behaviors using a financially incentivized experiment – a pilot study
Kos M., Blajer A., Wach D. (2015). Identifying predictors of preventive behaviors using a financially incentivized experiment – a pilot study. Poster presentation at the 37th Annual North American Meeting of Society for Medical Decision Making, St. Louis.
When inducing affective decision making statistical significance may be not enough
Blajer A., Wach D., Kos M. (2015). When inducing affective decision making statistical significance may be not enough, Oral presentation at the 10th Nordic Conference on Behavioral and Experimental Economics, Tampere.
Investors are more sensitive to information about financial rather than ethical reputation of a company: evidence from an experimental study
Blajer A., Kos M. (2015). Investors are more sensitive to information about financial rather than ethical reputation of a company: evidence from an experimental study. Economics & Sociology, 9(11), 11‐22.
When do individuals avoid potentially life-saving risk information?
Kos M., Blajer A., Wach D. (2015). When do individuals avoid potentially life-saving risk information? Poster presentation at the Subjective Probability, Utility, Decision Making conference, Budapest.