PUBLICATIONS & REVIEWS

Full Papers

  •  Do we need to go Deep? Knowledge Tracing with Big Data. [Paper_Link]. AAAI 2021 Workshop on AI Education. 

  • Validation of a Virtual Reality Buffet Environment to Assess Food Selection Processes among Emerging Adults. [Paper Link]. Reference: Cheah, C. S., Barman, S., Vu, K. T., Jung, S. E., Mandalapu, V., Masterson, T. D., ... & Gong, J. (2020). Validation of a Virtual Reality Buffet environment to assess food selection processes among emerging adults. Appetite, 104741.

  • Understanding Affective Dynamics of Learning towards a Ubiquitous Learning System.  [Paper Link]. Reference: Mandalapu, V., & Gong, J. (2019). Understanding Affective Dynamics of Learning Toward a Ubiquitous Learning System. GetMobile: Mobile Computing and Communications, 23(2), 9-15.

  • Understanding the Relationship between Healthcare Processes and in-Hospital Weekend Mortality using MIMIC III. [Paper Link] Reference: Mandalapu, V., Ghaemmaghami, B., Mitchell, R., & Gong, J. (2019). Understanding the Relationship between Healthcare Processes and in-Hospital Weekend Mortality using MIMIC III. Smart Health, 100084.

  • 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

  • Using Physiological Cues to Determine Levels of Anxiety Experienced among Deaf and Hard of Hearing English Language. (ICMI 2020) [Paper_Link] Reference APA: Lee, H., Mandalapu, V., Gong, J., Kleinsmith, A., & Kuber, R. (2020, October). Using Physiological Cues to Determine Levels of Anxiety Experienced among Deaf and Hard of Hearing English Language Learners. In Companion Publication of the 2020 International Conference on Multimodal Interaction (pp. 72-76).

  • Distinguishing Anxiety Subtypes of English Language Learners towards Augmented
    Emotional Clarity?. (Accepted AIED 2020)
    [Paper Link] Reference APA: Lee, H., Mandalapu, V., Kleinsmith, A., & Gong, J. (2020, July). Distinguishing Anxiety Subtypes of English Language Learners Towards Augmented Emotional Clarity. In International Conference on Artificial Intelligence in Education (pp. 157-161). Springer, Cham.

  • Examining cross-validation strategies for predictive modeling of anterior cruciate ligament reinjury. [Paper Link]. Kim, D. Y., Mandalapu, V., Hart, J. M., Bodkin, S., Homdee, N., Lach, J., & Gong, J. (2019, September). Examining Cross-Validation Strategies for Predictive Modeling of Anterior Cruciate Ligament Reinjury. In 2019 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE) (pp. 27-28). IEEE.

  • 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.[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

  • 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]

  • 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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