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Home » Publication

Publications

Human behavior modeling publications July 20, 2022

Automated Student Group Collaboration Assessment and Recommendation System Using Individual Role and Behavioral Cues

Nonye M. Alozie July 20, 2022

Abstract Early development of specific skills can help students succeed in fields like Science, Technology, Engineering and Mathematics. Different education standards consider “Collaboration” as a required and necessary skill that can help students excel in these fields. Instruction-based methods is the most common approach, adopted by teachers to instill collaborative skills. However, it is difficult […]

Human behavior modeling publications July 15, 2022

Towards Understanding Confusion and Affective States Under Communication Failures in Voice-Based Human-Machine Interaction

Ajay Divakaran July 15, 2022

Abstract We present a series of two studies conducted to understand user’s affective states during voice-based human-machine interactions. Emphasis is placed on the cases of communication errors or failures. In particular, we are interested in understanding “confusion” in relation with other affective states. The studies consist of two types of tasks: (1) related to communication […]

Machine learning publications July 14, 2022

Incremental Learning with Differentiable Architecture and Forgetting Search

Han-Pang Chiu July 14, 2022

In this paper, we show that leveraging NAS for incremental learning results in strong performance gains for classification tasks.

Biomedical sciences publications June 22, 2022

Antiviral T-cell Biofactory platform for SARS-CoV-2

Harold Javitz June 22, 2022

Abstract Vaccines help reduce new infections, but interventions that can prevent the disease from transitioning to a severe stage are rather limited. Dysregulated IFN kinetics are mostly exploited by pathogenic viruses, including SARS-CoV-2. The clinical benefits of systemically infused IFN are, unfortunately, mired by undesired side effects. To address this situation, we engineered a T […]

Machine learning publications June 19, 2022

Saccade Mechanisms for Image Classification, Object Detection and Tracking

David Zhang June 19, 2022

Abstract We examine how the saccade mechanism from biological vision can be used to make deep neural networks more efficient for classification and object detection problems. Our proposed approach is based on the ideas of attention-driven visual processing and saccades, miniature eye movements influenced by attention. We conduct experiments by analyzing: i) the robustness of […]

Human sleep program publications June 15, 2022

A virtual reality-based mind–body approach to downregulate psychophysiological arousal in adolescent insomnia

Massimiliano de Zambotti, Dilara Yüksel June 15, 2022

A novel, digital, immersive virtual reality (VR)-based mind–body approach, designed to reduce bedtime arousal in adolescents with insomnia.

Machine learning publications June 8, 2022

Conformal Prediction Intervals for Markov Decision Process Trajectories

SRI International June 8, 2022

This paper extends previous work on conformal prediction for functional data and conformalized quantile regression…

Artificial intelligence publications June 2, 2022

VALET:  Rule-Based Information Extraction for Rapid Deployment

Dayne Freitag June 2, 2022

We present VALET, a framework for rule-based information extraction written in Python.

STEM and computer science education publications May 30, 2022

Global Benchmarking of Computational Thinking Education in Primary Schools

Katrina Laguarda, Linda Shear, Satabdi Basu May 30, 2022

This report offers a framework for reviewing CoolThink@JC’s accomplishments to date and computational thinking education (CTE) initiatives in other jurisdictions.

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