Publications

RECENT ACADEMIC PAPERS AND PRESENTATIONS

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.