Mehdi Boukhechba

67 papers A 1B 3C 5Misc 1Journal 33Unranked 24

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Understanding State Social Anxiety in Virtual Social Interactions Using Multimodal Wearable Sensing Indicators. SMARTCOMP Maria A. Larrazabal, Zhiyuan Wang, Mark Rucker, Emma R. Toner, Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes
2025	J	`jnl`	Understanding State Social Anxiety in Virtual Social Interactions using Multimodal Wearable Sensing Indicators. CoRR Maria A. Larrazabal, Zhiyuan Wang, Mark Rucker, Emma R. Toner, Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes
2025	C	`conf`	WatchAnxiety: A Transfer Learning Approach for State Anxiety Prediction from Smartwatch Data. BSN Md. Sabbir Ahmed, Noah French, Mark Rucker, Zhiyuan Wang, Taylor Myers-Brower, Kaitlyn Petz, Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes
2025	J	`jnl`	WatchAnxiety: A Transfer Learning Approach for State Anxiety Prediction from Smartwatch Data. CoRR Md. Sabbir Ahmed, Noah French, Mark Rucker, Zhiyuan Wang, Taylor Myers-Brower, Kaitlyn Petz, Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes
2025	J	`jnl`	Wearable Sensor-Based Multimodal Physiological Responses of Socially Anxious Individuals in Social Contexts on Zoom. IEEE Trans. Affect. Comput. Emma R. Toner, Mark Rucker, Zhiyuan Wang, Maria A. Larrazabal, Lihua Cai, Debajyoti Datta, Haroon R. Lone, Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes
2024	B	`conf`	AudioInsight: Detecting Social Contexts Relevant to Social Anxiety from Speech. ACII Varun Reddy, Zhiyuan Wang, Emma R. Toner, Maria A. Larrazabal, Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes
2024	J	`jnl`	AudioInsight: Detecting Social Contexts Relevant to Social Anxiety from Speech. CoRR Varun Reddy, Zhiyuan Wang, Emma R. Toner, Maria A. Larrazabal, Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes
2024	J	`jnl`	CommSense: A Wearable Sensing Computational Framework for Evaluating Patient-Clinician Interactions. CoRR Zhiyuan Wang, Nusayer Hassan, Virginia LeBaron, Tabor Flickinger, David Ling, James Edwards, Congyu Wu, Mehdi Boukhechba, Laura E. Barnes
2024	J	`jnl`	CommSense: A Wearable Sensing Computational Framework for Evaluating Patient-Clinician Interactions. Proc. ACM Hum. Comput. Interact. Zhiyuan Wang, Nusayer Hassan, Virginia LeBaron, Tabor Flickinger, David Ling, James Edwards, Congyu Wu, Mehdi Boukhechba, Laura E. Barnes
2024	—	`conf`	Fatigue Detection with Machine Learning Approaches using Data from Wearable Devices. EMBC Karthik Gopalakrishnan, Zhi Li, Mehdi Boukhechba, Elena Reynoso, Kenneth Mosca, Mark Morris, Stefan Avey
2023	J	`jnl`	Designing adaptive passive personal mobile sensing methods using reinforcement learning framework. J. Ambient Intell. Humaniz. Comput. Lihua Cai, Laura E. Barnes, Mehdi Boukhechba
2023	J	`jnl`	Detecting Social Contexts from Mobile Sensing Indicators in Virtual Interactions with Socially Anxious Individuals. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Zhiyuan Wang, Maria A. Larrazabal, Mark Rucker, Emma R. Toner, Katharine E. Daniel, Shashwat Kumar, Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes
2023	—	`conf`	Digital Phenotyping of Autoimmune Diseases Using Non-Contact Radio Frequency Sensing: A Longitudinal Study Comparing Systemic Lupus Erythematosus and Healthy Participants. UbiComp/ISWC Adjunct Mehdi Boukhechba, Elena Reynoso, Ioannis Pandis, Kenneth Mosca, Rumen Hristov, Shichao Yue, Yuqing Ai, Hariharan Rahul, Dina Katabi, Mark Morris, Stefan Avey
2023	J	`jnl`	Graph Neural Networks in IoT: A Survey. ACM Trans. Sens. Networks Guimin Dong, Mingyue Tang, Zhiyuan Wang, Jiechao Gao, Sikun Guo, Lihua Cai, Robert J. Gutierrez, Bradford Campbell, Laura E. Barnes, Mehdi Boukhechba
2023	J	`jnl`	Incremental Semi-supervised Federated Learning for Health Inference via Mobile Sensing. CoRR Guimin Dong, Lihua Cai, Mingyue Tang, Laura E. Barnes, Mehdi Boukhechba
2023	—	`conf`	Personalized State Anxiety Detection: An Empirical Study with Linguistic Biomarkers and A Machine Learning Pipeline. EMBC Zhiyuan Wang, Mingyue Tang, Maria A. Larrazabal, Emma R. Toner, Mark Rucker, Congyu Wu, Bethany A. Teachman, Mehdi Boukhechba, Laura E. Barnes
2023	J	`jnl`	Personalized State Anxiety Detection: An Empirical Study with Linguistic Biomarkers and A Machine Learning Pipeline. CoRR Zhiyuan Wang, Mingyue Tang, Maria A. Larrazabal, Emma R. Toner, Mark Rucker, Congyu Wu, Bethany A. Teachman, Mehdi Boukhechba, Laura E. Barnes
2023	C	`conf`	Understanding Privacy Risks versus Predictive Benefits in Wearable Sensor-Based Digital Phenotyping: A Quantitative Cost-Benefit Analysis. BSN Zhiyuan Wang, Mark Rucker, Emma R. Toner, Maria A. Larrazabal, Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes
2023	J	`jnl`	Wearable Sensor-based Multimodal Physiological Responses of Socially Anxious Individuals across Social Contexts. CoRR Emma R. Toner, Mark Rucker, Zhiyuan Wang, Maria A. Larrazabal, Lihua Cai, Debajyoti Datta, Elizabeth Thompson, Haroon R. Lone, Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes
2023	—	`conf`	øurs: Mobile Sensing based Fluid Overload Detection for End Stage Kidney Disease Patients using _Sensor _Relation _Dual _Autoencoder. CHIL Mingyue Tang, Jiechao Gao, Guimin Dong, Carl Yang, Bradford Campbell, Brendan Bowman, Jamie Marie Zoellner, Emaad Abdel-Rahman, Mehdi Boukhechba
2022	J	`jnl`	From Personalized Medicine to Population Health: A Survey of mHealth Sensing Techniques. IEEE Internet Things J. Zhiyuan Wang, Haoyi Xiong, Jie Zhang, Sijia Yang, Mehdi Boukhechba, Daqing Zhang, Laura E. Barnes, Dejing Dou
2022	J	`jnl`	Graph Neural Networks in IoT: A Survey. CoRR Guimin Dong, Mingyue Tang, Zhiyuan Wang, Jiechao Gao, Sikun Guo, Lihua Cai, Robert J. Gutierrez, Bradford Campbell, Laura E. Barnes, Mehdi Boukhechba
2022	J	`jnl`	Leveraging Mobile Sensing and Bayesian Change Point Analysis to Monitor Community-scale Behavioral Interventions: A Case Study on COVID-19. ACM Trans. Comput. Heal. Shashwat Kumar, Debajyoti Datta, Guimin Dong, Lihua Cai, Mehdi Boukhechba, Laura E. Barnes
2022	Misc	`conf`	Shape Analysis for Pediatric Upper Body Motor Function Assessment. ISWC Shashwat Kumar, Robert Gutierez, Debajyoti Datta, Sarah Tolman, Allison McCrady, Silvia Blemker, Rebecca J. Scharf, Mehdi Boukhechba, Laura E. Barnes
2022	J	`jnl`	Shape Analysis for Pediatric Upper Body Motor Function Assessment. CoRR Shashwat Kumar, Robert Gutierez, Debajyoti Datta, Sarah Tolman, Allison McCrady, Silvia Blemker, Rebecca J. Scharf, Mehdi Boukhechba, Laura E. Barnes
2022	J	`jnl`	Using Ballistocardiography for Sleep Stage Classification. CoRR Jiebei Liu, Peter Morris, Krista Nelson, Mehdi Boukhechba
2022	—	`conf`	Using Ubiquitous Mobile Sensing and Temporal Sensor-Relation Graph Neural Network to Predict Fluid Intake of End Stage Kidney Patients. IPSN Mingyue Tang, Guimin Dong, Jamie Zoellner, Brendan Bowman, Emaad Abel-Rahman, Mehdi Boukhechba
2022	J	`jnl`	Voice-Based Conversational Agents for self-reporting fluid consumption and sleep quality. CoRR Abdalsalam Almzayyen, Angel Vela de la Garza Evia, Nick Coronato, Mehdi Boukhechba
2021	—	`conf`	A Framework for Adaptive Mobile Ecological Momentary Assessments Using Reinforcement Learning. IntelliSys (1) Lihua Cai, Laura E. Barnes, Mehdi Boukhechba
2021	—	`conf`	Collision Prediction and Prevention in Contact Sports Using RFID Tags and Haptic Feedback. AHFE (17) Moeen Mostafavi, Fateme Nikseresht, Jacob Earl Resch, Laura E. Barnes, Mehdi Boukhechba
2021	J	`jnl`	Collision Prediction and Prevention in Contact Sports Using RFID tags and Haptic Feedback. CoRR Moeen Mostafavi, Fateme Nikseresht, Jacob Earl Resch, Laura E. Barnes, Mehdi Boukhechba
2021	B	`conf`	Detection and Analysis of Interrupted Behaviors by Public Policy Interventions during COVID-19. CHASE Guimin Dong, Lihua Cai, Shashwat Kumar, Debajyoti Datta, Laura E. Barnes, Mehdi Boukhechba
2021	C	`conf`	Driver State and Behavior Detection Through Smart Wearables. IV Arash Tavakoli, Shashwat Kumar, Mehdi Boukhechba, Arsalan Heydarian
2021	J	`jnl`	Driver State and Behavior Detection Through Smart Wearables. CoRR Arash Tavakoli, Shashwat Kumar, Mehdi Boukhechba, Arsalan Heydarian
2021	J	`jnl`	From Personalized Medicine to Population Health: A Survey of mHealth Sensing Techniques. CoRR Zhiyuan Wang, Haoyi Xiong, Jie Zhang, Sijia Yang, Mehdi Boukhechba, Laura E. Barnes, Daqing Zhang
2021	J	`jnl`	HARMONY: A Human-Centered Multimodal Driving Study in the Wild. IEEE Access Arash Tavakoli, Shashwat Kumar, Xiang Guo, Vahid Balali, Mehdi Boukhechba, Arsalan Heydarian
2021	—	`conf`	Influenza-like symptom recognition using mobile sensing and graph neural networks. CHIL Guimin Dong, Lihua Cai, Debajyoti Datta, Shashwat Kumar, Laura E. Barnes, Mehdi Boukhechba
2021	—	`conf`	Leveraging Ubiquitous Computing for Empathetic Routing: A Naturalistic Data-driven Approach. CHI Extended Abstracts Arash Tavakoli, Mehdi Boukhechba, Arsalan Heydarian
2021	C	`conf`	Semi-supervised Graph Instance Transformer for Mental Health Inference. ICMLA Guimin Dong, Mingyue Tang, Lihua Cai, Laura E. Barnes, Mehdi Boukhechba
2021	J	`jnl`	Using Graph Representation Learning to Predict Salivary Cortisol Levels in Pancreatic Cancer Patients. J. Heal. Informatics Res. Guimin Dong, Mehdi Boukhechba, Kelly M. Shaffer, Lee M. Ritterband, Daniel G. Gioeli, Matthew J. Reilley, Tri M. Le, Paul R. Kunk, Todd W. Bauer, Philip I. Chow
2020	J	`jnl`	A Framework for Understanding the Relationship between Social Media Discourse and Mental Health. Proc. ACM Hum. Comput. Interact. Sanjana Mendu, Anna N. Baglione, Sonia Baee, Congyu Wu, Brandon Ng, Adi Shaked, Gerald Clore, Mehdi Boukhechba, Laura E. Barnes
2020	J	`jnl`	Leveraging Mobile Sensing to Understand and Develop Intervention Strategies to Improve Medication Adherence. IEEE Pervasive Comput. Anna N. Baglione, Jiaqi Gong, Mehdi Boukhechba, Kristen J. Wells, Laura E. Barnes
2020	A	`conf`	Offline Contextual Multi-armed Bandits for Mobile Health Interventions: A Case Study on Emotion Regulation. RecSys Mawulolo K. Ameko, Miranda L. Beltzer, Lihua Cai, Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes
2020	J	`jnl`	Offline Contextual Multi-armed Bandits for Mobile Health Interventions: A Case Study on Emotion Regulation. CoRR Mawulolo K. Ameko, Miranda L. Beltzer, Lihua Cai, Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes
2020	—	`conf`	Personalized Driver State Profiles: A Naturalistic Data-Driven Study. AHFE (12) Arash Tavakoli, Mehdi Boukhechba, Arsalan Heydarian
2020	J	`jnl`	Predicting Subjective Measures of Social Anxiety from Sparsely Collected Mobile Sensor Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Haroon Rashid, Sanjana Mendu, Katharine E. Daniel, Miranda L. Beltzer, Bethany A. Teachman, Mehdi Boukhechba, Laura E. Barnes
2020	—	`conf`	SWear: Sensing Using WEARables. Generalized Human Crowdsensing on Smartwatches. AHFE (17) Mehdi Boukhechba, Laura E. Barnes
2020	—	`conf`	Sparse Longitudinal Representations of Electronic Health Record Data for the Early Detection of Chronic Kidney Disease in Diabetic Patients. BIBM Jinghe Zhang, Kamran Kowsari, Mehdi Boukhechba, James H. Harrison, Jennifer M. Lobo, Laura E. Barnes
2020	J	`jnl`	Sparse Longitudinal Representations of Electronic Health Record Data for the Early Detection of Chronic Kidney Disease in Diabetic Patients. CoRR Jinghe Zhang, Kamran Kowsari, Mehdi Boukhechba, James H. Harrison, Jennifer M. Lobo, Laura E. Barnes
2019	C	`conf`	Adaptive Passive Mobile Sensing Using Reinforcement Learning. WOWMOM Lihua Cai, Mehdi Boukhechba, Navreet Kaur, Congyu Wu, Laura E. Barnes, Matthew S. Gerber
2019	J	`jnl`	Enabling Smartphone-based Estimation of Heart Rate. CoRR Nutta Homdee, Mehdi Boukhechba, Yixue Wendy Feng, Natalie Kramer, John C. Lach, Laura E. Barnes
2019	—	`conf`	SocialText: A Framework for Understanding the Relationship Between Digital Communication Patterns and Mental Health. ICSC Sanjana Mendu, Mehdi Boukhechba, Anna N. Baglione, Sonia Baee, Congyu Wu, Laura E. Barnes
2018	—	`conf`	A social cognitive theory-based framework for monitoring medication adherence applied to endocrine therapy in breast cancer survivors. BHI Mehdi Boukhechba, Sonia Baee, Alicia L. Nobles, Jiaqi Gong, Kristen J. Wells, Laura E. Barnes
2018	J	`jnl`	Cluster-based Approach to Improve Affect Recognition from Passively Sensed Data. CoRR Mawulolo K. Ameko, Lihua Cai, Mehdi Boukhechba, Alexander Daros, Philip I. Chow, Bethany A. Teachman, Matthew S. Gerber, Laura E. Barnes
2018	—	`conf`	Cluster-based approach to improve affect recognition from passively sensed data. BHI Mawulolo K. Ameko, Lihua Cai, Mehdi Boukhechba, Alexander Daros, Philip I. Chow, Bethany A. Teachman, Matthew S. Gerber, Laura E. Barnes
2018	—	`conf`	Contextual Analysis to Understand Compliance with Smartphone-based Ecological Momentary Assessment. PervasiveHealth Mehdi Boukhechba, Lihua Cai, Philip I. Chow, Karl C. Fua, Matthew S. Gerber, Bethany A. Teachman, Laura E. Barnes
2018	—	`conf`	Design of a Culturally-Informed Virtual Human for Educating Hispanic Women about Cervical Cancer. PervasiveHealth Sanjana Mendu, Mehdi Boukhechba, Janna R. Gordon, Debajyoti Datta, Edwin Molina, Gloria Arroyo, Sara K. Proctor, Kristen J. Wells, Laura E. Barnes
2018	—	`conf`	Physiological changes over the course of cognitive bias modification for social anxiety. BHI Mehdi Boukhechba, Jiaqi Gong, Kamran Kowsari, Mawulolo K. Ameko, Karl C. Fua, Philip I. Chow, Yu Huang, Bethany A. Teachman, Laura E. Barnes
2018	J	`jnl`	Prediction of next destinations from irregular patterns. J. Ambient Intell. Humaniz. Comput. Mehdi Boukhechba, Abdenour Bouzouane, Sébastien Gaboury, Charles Gouin-Vallerand, Sylvain Giroux, Bruno Bouchard
2018	—	`conf`	Vector Space Representation of Bluetooth Encounters for Mental Health Inference. UbiComp/ISWC Adjunct Congyu Wu, Lihua Cai, Matthew S. Gerber, Mehdi Boukhechba, Laura E. Barnes
2017	J	`jnl`	A novel Bluetooth low energy based system for spatial exploration in smart cities. Expert Syst. Appl. Mehdi Boukhechba, Abdenour Bouzouane, Sébastien Gaboury, Charles Gouin-Vallerand, Sylvain Giroux, Bruno Bouchard
2017	—	`conf`	Monitoring social anxiety from mobility and communication patterns. UbiComp/ISWC Adjunct Mehdi Boukhechba, Yu Huang, Philip Chow, Karl C. Fua, Bethany A. Teachman, Laura E. Barnes
2016	—	`conf`	Battery-Aware Mobile Solution for Online Activity Recognition from Users' Movements. IEEE MS Mehdi Boukhechba, Abdenour Bouzouane, Sébastien Gaboury, Charles Gouin-Vallerand, Sylvain Giroux, Bruno Bouchard
2016	J	`jnl`	Energy Optimization for Outdoor Activity Recognition. J. Sensors Mehdi Boukhechba, Abdenour Bouzouane, Bruno Bouchard, Charles Gouin-Vallerand, Sylvain Giroux
2016	—	`conf`	Hybrid Battery-friendly Mobile Solution for Extracting Users' Visited Places. FNC/MobiSPC Mehdi Boukhechba, Abdenour Bouzouane, Sébastien Gaboury, Charles Gouin-Vallerand, Sylvain Giroux, Bruno Bouchard
2015	—	`conf`	Online Prediction of People's Next Point-of-Interest: Concept Drift Support. HBU Mehdi Boukhechba, Abdenour Bouzouane, Bruno Bouchard, Charles Gouin-Vallerand, Sylvain Giroux
2015	—	`conf`	Online recognition of people's activities from raw GPS data: semantic trajectory data analysis. PETRA Mehdi Boukhechba, Abdenour Bouzouane, Bruno Bouchard, Charles Gouin-Vallerand, Sylvain Giroux