PUBLICATIONS & REVIEWS

Full Papers

  •  Understanding Affective Dynamics of Learning towards a Ubiquitous Learning System. (Accepted ACM Getmobile Journal/magazine) [Paper Link]

  • Understanding the Relationship between Healthcare Processes and in-Hospital Weekend Mortality using MIMIC III. (Accepted in IEEE/ACM CHASE 2019 - Smart Health Journal) [Paper Link]

  • Self-Regulation Ability Modulates Associations between Pre-Frontal Lobe Activity During Food Selection and Body Mass Index: The Use of Functional Near-Infrared Spectroscopy and Virtual Reality (Accepted Technology Mind & Society APA 2019) [Paper Link]

  • Developing Computational Models for Personalized ACL Injury Classification. (Accepted IEEE BSN 2019) (Best Student Paper Award) [Paper Link] [IEEE_Link] ReferenceMandalapu, V., Homdee, N., Hart, J. M., Lach, J., Bodkin, S., & Gong, J. (2019, May). Developing Computational Models for Personalized ACL Injury Classification. In 2019 IEEE 16th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (pp. 1-4). IEEE.

  • Neurophysiological Variations in Food Decision- Making within Virtual and Real Environments. (Accepted IEEE BHI 2019) [Paper Link] [IEEE_Link] Reference: Cheah, C.S., Kaputsos, S.P., Mandalapu, V., Tran, T., Barman, S., Jung, S.E., Vu, K.T., Masterson, T., Zuber, R., Boot, L., & Gong, J. (2019). Neurophysiological Variations in Food Decision-Making within Virtual and Real Environments. 2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), 1-4.

  • Developing Machine Learning based Predictive Models for Smart Policing. (Accepted SMARTCOMP 2019) [Paper Link] [IEEE_Link] Reference: Elluri, L., Mandalapu, V., & Roy, N. (2019, June). Developing Machine Learning Based Predictive Models for Smart Policing. In 2019 IEEE International Conference on Smart Computing (SMARTCOMP) (pp. 198-204). IEEE. 

Short Papers

  • Examining cross-validation strategies for predictive modeling of anterior cruciate ligament reinjury. (Accepted IEEE/ACM CHASE 2019) [Paper Link]

  • Studying Factors Influencing the Prediction of Student STEM and Non-STEM Career Choice. (Accepted EDM 2019) [Paper Link] Reference: Varun Mandalapu and Jiaqi Gong "Studying Factors Influencing the Prediction of Student STEM and Non-STEM Career Choice" In: The 12th International Conference on Educational Data Mining, Michel Desmarais, Collin F. Lynch, Agathe Merceron, & Roger Nkambou (eds.) 2019, pp. 607 - 610

  • Towards Better Affect Detectors: Detecting Changes Rather Than States. (Accepted AIED 2018) [Paper Link] Reference APA: Mandalapu, V., & Gong, J. (2018, June). Towards Better Affect Detectors: Detecting Changes Rather Than States. In International Conference on Artificial Intelligence in Education (pp. 199-203). Springer, Cham.

Scientific Abstracts Accepted/Published

  • Wearable Sensor-Based classification of ACL reconstructed limbs during exercise in male & female patients (Accepted ACSM 2019) [Paper Link] Reference: Hart, J. M., Mandalapu, V., Bodkin, S., Lach, J., Homdee, N., & Gong, J. (2019). Wearable Sensor-based Classification Of ACL Reconstructed Limbs During Exercise In Male And Female Patients: 1743: Board# 2 May 30 3: 45 PM-5: 45 PM. Medicine & Science in Sports & Exercise, 51(6), 460.

  • Personalized sensor-based classification of ACL reconstructed patients using machine learning is affected by muscle strength and symmetry. (Accepted NATA 2019) [Paper Link]

Reviewer

  • IEEE EMBS, Biomedical and Health Informatics conference 2019

  • IEEE Access - Journal. 

  • IEEE Transactions on Biomedical Circuits and Systems - Journal

Information Systems

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