Jiaqi Gong

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 43

Top Topics

Gaussian Process

English Language Learners

Multiple Sclerosis

Top Venues

Wireless Health

Publications

Lujie Karen Chen, Jiaqi Gong, Louise Yarnall
Foundational Tools for Coaching Data Storytelling. SIGCSE (2) (2024)
Soroush Korivand, Gustavo Galvani, Arash Ajoudani, Jiaqi Gong, Nader Jalili
Optimizing Human-Robot Teaming Performance through Q-Learning-Based Task Load Adjustment and Physiological Data Analysis. Sensors 24 (9) (2024)
Ziyu Sheng, Shiping Wen, Zhong-kai Feng, Jiaqi Gong, Kaibo Shi, Zhenyuan Guo, Yin Yang, Tingwen Huang
A Survey on Data-Driven Runoff Forecasting Models Based on Neural Networks. IEEE Trans. Emerg. Top. Comput. Intell. 7 (4) (2023)
Soroush Korivand, Nader Jalili, Jiaqi Gong
Inertia-Constrained Reinforcement Learning to Enhance Human Motor Control Modeling. Sensors 23 (5) (2023)
Varun Mandalapu, Lujie Karen Chen, Sushruta Shetty, Zhiyuan Chen, Jiaqi Gong
Student-centric Model of Learning Management System Activity and Academic Performance: from Correlation to Causation. CoRR (2022)
Xue Wu, Shengting Cao, Hee Yun Lee, Jiaqi Gong
Let Every Voice Be Heard: Developing a Cost-Effective Community Sampling Frame in Rural Alabama to Combat COVID-19 (poster). CHASE (2022)
Roya Salehzadeh, Jiaqi Gong, Nader Jalili
Purposeful Communication in Human-Robot Collaboration: A Review of Modern Approaches in Manufacturing. IEEE Access 10 (2022)
Yan Huang, Jing Wang, Yue Zhao, Huafeng Wang, Tianyuan Liu, Yuhe Li, Tianyu Cui, Weiyi Li, Yige Feng, Jiaxin Luo, Jiaqi Gong, Lin Ning, Yong Zhang, Dong Wang, Yang Zhang
cncRNAdb: a manually curated resource of experimentally supported RNAs with both protein-coding and noncoding function. Nucleic Acids Res. 49 (Database-Issue) (2021)
Varun Mandalapu, Jiaqi Gong, Lujie Chen
Do we need to go Deep? Knowledge Tracing with Big Data. CoRR (2021)
Varun Mandalapu, Joseph M. Hart, John C. Lach, Jiaqi Gong
Rehabilitation Tracking of Athletes Post Anterior Cruciate Ligament Reconstruction (ACL-R) Surgery Through Causal Analysis of Gait Data & Computational Modeling. EMBC (2021)
Navreet Kaur, Manuel Gonzales, Cristian Garcia Alcaraz, Laura E. Barnes, Kristen J. Wells, Jiaqi Gong
Theory-Guided Randomized Neural Networks for Decoding Medication-Taking Behavior. BHI (2021)
Varun Mandalapu, Lujie Chen, Zhiyuan Chen, Jiaqi Gong
Student-centric Model of Login Patterns: A Case Study with Learning Management Systems. EDM (2021)
Rui Ma, Jiaqi Gong, Guocheng Liu, Qi Hao
Enabling Cognitive Pyroelectric Infrared Sensing: From Reconfigurable Signal Conditioning to Sensor Mask Design. IEEE Trans. Ind. Informatics 16 (7) (2020)
Anna N. Baglione, Jiaqi Gong, Mehdi Boukhechba, Kristen J. Wells, Laura E. Barnes
Leveraging Mobile Sensing to Understand and Develop Intervention Strategies to Improve Medication Adherence. IEEE Pervasive Comput. 19 (3) (2020)
Heera Lee, Varun Mandalapu, Jiaqi Gong, Andrea Kleinsmith, Ravi Kuber
Using Physiological Cues to Determine Levels of Anxiety Experienced among Deaf and Hard of Hearing English Language Learners. ICMI Companion (2020)
Heera Lee, Varun Mandalapu, Andrea Kleinsmith, Jiaqi Gong
Distinguishing Anxiety Subtypes of English Language Learners Towards Augmented Emotional Clarity. AIED (2) (2020)
Varun Mandalapu, Nutta Homdee, Joseph M. Hart, John C. Lach, Stephan Bodkin, Jiaqi Gong
Developing Computational Models for Personalized ACL Injury Classification. BSN (2019)
Varun Mandalapu, Jiaqi Gong
Understanding Affective Dynamics of Learning Toward a Ubiquitous Learning System. GetMobile Mob. Comput. Commun. 23 (2) (2019)
Charissa S. L. Cheah, Stephen P. Kaputsos, Varun Mandalapu, Truc Tran, Salih Barman, Sarah E. Jung, Kathy T. T. Vu, Travis D. Masterson, Ryan Zuber, Lee Boot, Jiaqi Gong
Neurophysiological Variations in Food Decision-Making within Virtual and Real Environments. BHI (2019)
Jiaqi Gong, Yu Huang, Philip I. Chow, Karl C. Fua, Matthew S. Gerber, Bethany A. Teachman, Laura E. Barnes
Understanding behavioral dynamics of social anxiety among college students through smartphone sensors. Inf. Fusion 49 (2019)
Ridwan Alam, David B. Peden, Jiaqi Gong, John C. Lach
Non-Invasive Inference of Minute Ventilation Using Wearable ECG and Gaussian Process Regression. BHI (2019)
Dae-young Kim, Varun Mandalapu, Joseph M. Hart, Stephan Bodkin, Nutta Homdee, John C. Lach, Jiaqi Gong
Poster Abstract: Examining Cross-Validation Strategies for Predictive Modeling of Anterior Cruciate Ligament Reinjury. CHASE (2019)
Varun Mandalapu, Jiaqi Gong
Studying Factors Influencing the Prediction of Student STEM and Non-STEM Career Choice. EDM (2019)
Dawei Fan, Luis Lopez Ruiz, Jiaqi Gong, John C. Lach
EHDC: An Energy Harvesting Modeling and Profiling Platform for Body Sensor Networks. IEEE J. Biomed. Health Informatics 22 (1) (2018)
Sriram Raju Dandu, Matthew M. Engelhard, Asma Qureshi, Jiaqi Gong, John C. Lach, Maïté Brandt-Pearce, Myla D. Goldman
Understanding the Physiological Significance of Four Inertial Gait Features in Multiple Sclerosis. IEEE J. Biomed. Health Informatics 22 (1) (2018)
Mehdi Boukhechba, Sonia Baee, Alicia L. Nobles, Jiaqi Gong, Kristen J. Wells, Laura E. Barnes
A social cognitive theory-based framework for monitoring medication adherence applied to endocrine therapy in breast cancer survivors. BHI (2018)
Mehdi Boukhechba, Jiaqi Gong, Kamran Kowsari, Mawulolo K. Ameko, Karl C. Fua, Philip I. Chow, Yu Huang, Bethany A. Teachman, Laura E. Barnes
Physiological changes over the course of cognitive bias modification for social anxiety. BHI (2018)
Varun Mandalapu, Jiaqi Gong
Towards Better Affect Detectors: Detecting Changes Rather Than States. AIED (2) (2018)
Dawei Fan, Jiaqi Gong, Benjamin Ghaemmaghami, Anyi Zhang, John C. Lach, David B. Peden
Characterizing and Calibrating Low-Cost Wearable Ozone Sensors in Dynamic Environments. CHASE (2017)
Ridwan Alam, Joshua Dugan, Nutta Homdee, Neeraj Gandhi, Benjamin Ghaemmaghami, Harshitha Meda, Azziza Bankole, Martha S. Anderson, Jiaqi Gong, Tonya L. Smith-Jackson, John C. Lach
BESI: Reliable and Heterogeneous Sensing and Intervention for In-home Health Applications. CHASE (2017)
Ridwan Alam, Jiaqi Gong, Mark A. Hanson, Azziza Bankole, Martha S. Anderson, Tonya L. Smith-Jackson, John C. Lach
Motion Biomarkers for Early Detection of Dementia-Related Agitation. DigitalBioMarker@MobiSys (2017)
Haoyu Wang, Jiaqi Gong, Yan Zhuang, Haiying Shen, John C. Lach
Healthedge: Task Scheduling for Edge Computing with Health Emergency and Human Behavior Consideration in Smart Homes. NAS (2017)
Yu Huang, Jiaqi Gong, Mark Rucker, Philip Chow, Karl C. Fua, Matthew S. Gerber, Bethany A. Teachman, Laura E. Barnes
Discovery of Behavioral Markers of Social Anxiety from Smartphone Sensor Data. DigitalBioMarker@MobiSys (2017)
Haoyu Wang, Jiaqi Gong, Yan Zhuang, Haiying Shen, John C. Lach
HealthEdge: Task scheduling for edge computing with health emergency and human behavior consideration in smart homes. IEEE BigData (2017)
Jinghe Zhang, Jiaqi Gong, Laura E. Barnes
HCNN: Heterogeneous Convolutional Neural Networks for Comorbid Risk Prediction with Electronic Health Records. CHASE (2017)
Luis Lopez Ruiz, Matthew Ridder, Dawei Fan, Jiaqi Gong, John C. Lach, Jason Strohmaier
SCAVM: A self-powered cardiac and activity vigilant monitoring system. BioCAS (2017)
Dawei Fan, Luis Lopez Ruiz, Jiaqi Gong, John C. Lach
Profiling, modeling, and predicting energy harvesting for self-powered body sensor platforms. BSN (2016)
Jiaqi Gong, Philip Asare, Yanjun Qi, John C. Lach
Piecewise Linear Dynamical Model for Action Clustering from Real-World Deployments of Inertial Body Sensors. IEEE Trans. Affect. Comput. 7 (3) (2016)
Dawei Fan, Jiaqi Gong, John C. Lach
Eating gestures detection by tracking finger motion. Wireless Health (2016)
Jiaqi Gong, Myla D. Goldman, John C. Lach
Deepmotion: a deep convolutional neural network on inertial body sensors for gait assessment in multiple sclerosis. Wireless Health (2016)
Yan Zhuang, Jiaqi Gong, D. Casey Kerrigan, Bradford C. Bennett, John C. Lach, Shawn D. Russell
Gait tracker shoe for accurate step-by-step determination of gait parameters. BSN (2016)
Jiaqi Gong, Yanjun Qi, Myla D. Goldman, John C. Lach
Causality Analysis of Inertial Body Sensors for Multiple Sclerosis Diagnostic Enhancement. IEEE J. Biomed. Health Informatics 20 (5) (2016)
Lei Wu, Jiang Lu, Ting Zhang, Jiaqi Gong
Robot-assisted intelligent emergency system for individual elderly independent living. GHTC (2016)
Jiaqi Gong, Matthew Engelhard, Myla D. Goldman, John C. Lach
Correlations between Inertial Body Sensor Measures and Clinical Measures in Multiple Sclerosis. BODYNETS (2015)
Jiaqi Gong, Karen Moomaw Rose, Ifat Afrin Emi, Janet P. Specht, Enamul Hoque, Dawei Fan, Sriram Raju Dandu, Robert F. Dickerson, Yelena Perkhounkova, John C. Lach, John A. Stankovic
Home wireless sensing system for monitoring nighttime agitation and incontinence in patients with Alzheimer's disease. Wireless Health (2015)
Jiaqi Gong, John C. Lach, Yanjun Qi, Myla D. Goldman
Causal analysis of inertial body sensors for enhancing gait assessment separability towards multiple sclerosis diagnosis. BSN (2015)
Jiaqi Gong, Philip Asare, John C. Lach, Yanjun Qi
Piecewise Linear Dynamical Model for Actions Clustering from Inertial Body Sensors with Considerations of Human Factors. BODYNETS (2014)
Jiaqi Gong, Qi Hao, Fei Hu
Transform-invariant feature based functional MR image registration and neural activity modelling. Int. J. Comput. Biol. Drug Des. 6 (3) (2013)
Jiang Lu, Jiaqi Gong, Qi Hao, Fei Hu
Space encoding based compressive multiple human tracking with distributed binary pyroelectric infrared sensor networks. MFI (2012)