Publication List

Refereed Conference Proceedings:

Grant, T., Durkee, K., Eloy, L., Dhruv, K., Hayne, L., Hirshfield, L. A Neurophysiological Sensor Suite for Real-Time Prediction of Pilot Workload in Operational Settings. In the proceedings of the International Conference on Human-Computer Interaction (July, 2020). 

 

Neupane, A., N. Saxena, S. Bratt and L. Hirshfield (2019). The Crux of Voice (In)Security: A Brain Study of Speaker Legitimacy Detection. The Network and Distributed System Security Symposium (NDSS) (accepted).

Hirshfield, L., T. Williams, N. Sommer, T. Grant and S. Velipisalar (2018). Workload-Driven Modulation of Mixed-Reality Robot-Human Communication. Modeling Cognitive Processes from Multimodal Data (MCPMD) Workshop. International Conference on Multimodal Interaction, Boulder, CO ACM.

 

S.W. Hincks, S. Bratt, S. Poudel, V. Phoha, R.J.K. Jacob, D.C. Dennett, and L.M. Hirshfield, Entropic Brain-computer Interfaces - Using fNIRS and EEG to Measure Attentional States in a Bayesian Framework, Proc. PhyCS 2017 International Conference on Physiological Computing Systems. 2017.

 

Neupane, A., Saxena, N., Hirshfield, L., Neural Underpinnings of Website Legitimacy and Familiarity Detection: An fNIRS Study. In Security and Privacy Track, the World-Wide Web Conference (WWW), 2017.

 

Neupane, A., Rahman, L., Saxena, N., Hirshfield, L.M. A Multi-Modal Neuro-Physiological Study of Phishing Detection and Malware Warnings. In ACM Conference on Computer and Communications Security (CCS), October 2015.

Serwadda, A., Poudel, S., Phoha, V., Hirshfield, L., Bratt, M., Bandara, D., Costa, M., Biometric Authentication using Functional Near-Infrared Spectroscopy. the IEEE Biometrics, Theory, Applications, and Systems (BTAS) conference (2015).

Hirshfield, L., Costa, M., Bratt, S., Bandara, D. Measuring Situational Awareness Aptitude Using Functional Near-Infrared Spectroscopy. in Proc. of the International Conference of Human Computer Interaction, Los Angeles, CA (2015).

 

Solinger, C. Hirshfield, L. Hirshfield, S., Friedman, R., Lepre, C. Beyond Facebook Personality Prediction:  A Multidisciplinary Approach in Predicting Social Media Users' Personality. Proc. of the International Conference of Human Computer Interaction, Crete, Greece. (2014).

Bandara, D., Hirshfield, L., Velipasalar, S., Insights into User Personality and Learning Styles through Cross Subject fNIRS Classification. Proceedings of the International Conference of Human Computer Interaction, Crete, Greece. (HCII 2014).

Sommer, N., Hirshfield, L., Velipasalar, S., Our Emotions as Seen Through a Webcam. Proc. of the International Conference of Human Computer Interaction, Crete, Greece. (HCII 2014).

Escalante, J. Butcher, S. Hirshfield, L.M. Using the EEG Error Potential to Identify User Interface Design Flaws. the International Conference of Human Computer Interaction (HCII 2013).

 

Hirshfield, L.M., Gulotta, B., Hincks, S., Hirshfield, S., Russel, M., Ward, R., Williams, T., Jacob, R. "This is Your Brain on Interfaces: Enhancing Usability Testing with Functional-Near Infrared Spectroscopy". In the Proceedings of ACM CHI 2011 Human Factors in Computing Systems Conference, ACM Press.

Girouard, E. Solovey, L. Hirshfield, E. Peck, K. Chauncey, A. Sassaroli, S. Fantini, and R. Jacob, “From Brain Signals to Adaptive Interfaces: Using fNIRS in HCI,” in Brain-Computer Interfaces: Applying our Minds to Human-Computer Interaction, ed. A. Nijholt, pp. 221-237, Springer (2010).

Hirshfield, L.M. Solovey, E.T, Girouard, A. Kebinger, J. Jacob, R.J.K., Sassaroli, A. Fantini, S. Brain Measurement for Usability Testing and Adaptive Interfaces: An Example of Uncovering Syntactic Workload in the Brain Using Functional Near Infrared Spectroscopy.  Proc. ACM CHI 2009 Human Factors in Computing Systems Conference, (2009), ACM Press.

Hirshfield, L.M., Chauncey, K. Solovey, E.T., Girouard, A. Gulotta, R., Jacob, R.J.K, Sassaroli, A., Fantini, S., Combining Electroencephalograph and Functional Near Infrared Spectroscopy to Explore Users’ Instananeous and Continuous Mental Workload States. International Conference on Human Computer Interaction, 2009.

Sassaroli, A., Tong, Y, Fantini, S. Hirshfield, L.M, Girouard, A., Solovey E.T., Jacob, R.J.K,, Discrimination of mental workload levels in human subjects with functional near-infrared spectroscopy.  in the Journal of Innovative Optical Health Sciences, 2009.

E.T. Solovey, A. Girouard, K. Chauncey, L.M. Hirshfield, A. Sassaroli, F. Zheng, S. Fantini, and R.J.K. Jacob, “Using fNIRS Brain Sensing in Realistic HCI Settings: Experiments and Guidelines,” ACM UIST 2009 Symposium on User Interface Software and Technology, ACM Press (2009).

 

Journal Articles:

N. M. Sommer, S. Velipasalar, L. Hirshfield, Y. Lu and B. Kakillioglu, "Simultaneous and Spatiotemporal Detection of Different Levels of Activity in Multidimensional Data," in IEEE Access, vol. 8, pp. 118205-118218, 2020, doi: 10.1109/ACCESS.2020.3005633.

Bandara, Danushka & Grant, Trevor & Hirshfield, Leanne & Velipasalar, Senem. (2020). Identification of Potential Task Shedding Events Using Brain Activity Data. Augmented Human Research. 5. 10.1007/s41133-020-00034-y. 

Hirshfield, L., Bobko, P., Barelka, A., Sommer, N., and Velipasalar, S., Toward Interfaces that Help Users Identify Misinformation Online: Using fNIRS to Measure Suspicion. Journal of Augmented Cogntion, 2019.

 

Bandara, D., Velipasalar, S., and Hirshfield, L., Classification of Affect Using Deep Learning on Brain Blood Flow Data. Journal of Near Infrared Spectroscopy, 2019 (in press).

 

Bandara, D., Hirshfield, L., Velipisalar, S.  Building Predictive Models of Emotion with Functional Near-Infrared Spectroscopy. Vol 110. International Journal of Human-Computer Studies (2017).

 

Bobko, P., Barelka, A., Hirshfield, L., Lyons, J. How the Study of the Construct of Suspicion Can Benefit Theories and Models in Organizational Science. Journal of Business and Psychology. (2014).

 

Bobko, P., Barelka, A, Hirshfield, L.M.  A Review of the Construct of “Suspicion” with Applications to Automated and Information Technology (IT) Contexts: A Research Agenda. the Human Factors and Engineering Society Journal (HFES 2014).

Hirshfield, L.M., Barelka, A. Bobko, P. Paverman, D., Hirshfield, S.., Using Non-Invasive Brain Measurement to Explore the Psychological Effects of Computer Malfunctions On Users During Human-Computer Interactions. Journal of Advances in Human-Computer Interaction , 2014.

 

Hirshfield, L., Bobko, P., Barelka, A., Costa, M., Funke, G., Mancuso, V., Finomore, V., Knott, B. The Role of Human Operators' Suspicion in the Detection of Cyber Attacks. Int. J. Cyber Warf. Terror. 5, 3 (July 2015), 28-44.

 

Haas, M., Hirshfield, L., Ponangi, P. , Kidambi,P., Rao, D., Edala, N., Armbrust, E., Fendley, F., Narayanan. S.. Decision-making and emotions in the contested information environment.  ICST Journal Transactions (2013).

 

Book Chapters:

Hirshfield, L.M., Bergen-Cico, D., Costa, M., Jacob, R., Hincks, S., Russell, M. Measuring the Neural Correlates of Mindfulness with Functional Near-Infrared Spectroscopy. In Empirical Studies of Contemplative Practices.  NOVA. 2018.

 

A. Girouard, E. Solovey, L. Hirshfield, E. Peck, K. Chauncey, A. Sassaroli, S. Fantini, and R. Jacob, “From Brain Signals to Adaptive Interfaces: Using fNIRS in HCI,” in Brain-Computer Interfaces: Applying our Minds to Human-Computer Interaction, ed. by D.S. Tan and A. Nijholt, pp. 221-237, Springer (2010). 

 

 

Other Publications:

A. Sassaroli, F. Zheng, A. Girouard, E.T. Solovey, K. Chauncey, L.M. Hirshfield, E. Peck, R.J.K. Jacob, and S. Fantini, “Application of correlation analysis tools for the classification of mental workloads in functional near-infrared spectroscopy,” BIOMED OSA Topical Meeting, Poster presentation (2010).

E.T. Solovey, O. Shaer, A. Girouard, L.M. Hirshfield, M.S. Horn, J. Zigelbaum, and R.J.K. Jacob, “Programming Reality within the Reality-Based Interaction Framework,” Proc. ACM CHI 2009 Workshop on Programming Reality: From Transitive Materials to Organic User Interfaces (2009). 

L.M. Hirshfield, E.T. Solovey, A. Girouard, J. Kebinger, M.S. Horn, O. Shaer, J. Zigelbaum, and R.J.K. Jacob, “Using Brain Measurement to Evaluate Reality Based Interactions,” Proc. ACM CHI 2009 Workshop on Challenges in Evaluating Usability and User Experience of Reality-Based Interaction (2009).

A. Sassaroli, Y. Tong, L.M. Hirshfield, A. Girouard, E.T. Solovey, R.J.K. Jacob, and S. Fantini, “Real-time assessment of mental workload with near infrared spectroscopy: potential for human-computer interaction,” BIOMED OSA Topical Meeting, Poster presentation (2008). 

A. Girouard, L.M. Hirshfield, E. Solovey, and R.J.K. Jacob, “Using functional Near-Infrared Spectroscopy in HCI: Toward evaluation methods and adaptive interfaces,” Proc. ACM CHI 2008 Workshop on Brain-Computer Interfaces for HCI and Games (2008). 

R.J.K. Jacob, A. Girouard, L.M. Hirshfield, M. Horn, O. Shaer, E.T. Solovey, and J. Zigelbaum, “What Is the Next Generation of Human-Computer Interaction?,” interactions, vol. 14, no. 3, pp. 53-58 (2007). 

M.S. Horn, O. Shaer, A. Girouard, L.M. Hirshfield, E.T. Solovey, J. Zigelbaum, and R.J.K. Jacob, “Putting Tangible User Interfaces in Context: A Unifying Framework for Next Generation HCI,” Proc. ACM CHI 2007 Workshop on Tangible User Interfaces in Context and Theory (2007). 

L.M. Hirshfield, A. Girouard, E.T. Solovey, R.J.K. Jacob, A. Sassaroli, Y. Tong, and S. Fantini, “Human-Computer Interaction and Brain Measurement Using Functional Near-Infrared Spectroscopy,”Proc. ACM UIST 2007 Symposium on User Interface Software and Technology, ACM Press, Poster paper (2007).

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