Mehdi Boukhechba

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 56

Top Topics

Reinforcement Learning

Top Venues

UbiComp/ISWC Adjunct

Publications

Varun Reddy, Zhiyuan Wang, Emma R. Toner, Maria A. Larrazabal, Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes
AudioInsight: Detecting Social Contexts Relevant to Social Anxiety from Speech. CoRR (2024)
Zhiyuan Wang, Nusayer Hassan, Virginia LeBaron, Tabor Flickinger, David Ling, James Edwards, Congyu Wu, Mehdi Boukhechba, Laura E. Barnes
CommSense: A Wearable Sensing Computational Framework for Evaluating Patient-Clinician Interactions. CoRR (2024)
Zhiyuan Wang, Mingyue Tang, Maria A. Larrazabal, Emma R. Toner, Mark Rucker, Congyu Wu, Bethany A. Teachman, Mehdi Boukhechba, Laura E. Barnes
Personalized State Anxiety Detection: An Empirical Study with Linguistic Biomarkers and A Machine Learning Pipeline. CoRR (2023)
Zhiyuan Wang, Maria A. Larrazabal, Mark Rucker, Emma R. Toner, Katharine E. Daniel, Shashwat Kumar, Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes
Detecting Social Contexts from Mobile Sensing Indicators in Virtual Interactions with Socially Anxious Individuals. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (3) (2023)
Emma R. Toner, Mark Rucker, Zhiyuan Wang, Maria A. Larrazabal, Lihua Cai, Debajyoti Datta, Elizabeth Thompson, Haroon Lone, Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes
Wearable Sensor-based Multimodal Physiological Responses of Socially Anxious Individuals across Social Contexts. CoRR (2023)
Guimin Dong, Mingyue Tang, Zhiyuan Wang, Jiechao Gao, Sikun Guo, Lihua Cai, Robert J. Gutierrez, Bradford Campbell, Laura E. Barnes, Mehdi Boukhechba
Graph Neural Networks in IoT: A Survey. ACM Trans. Sens. Networks 19 (2) (2023)
Mingyue Tang, Jiechao Gao, Guimin Dong, Carl Yang, Bradford Campbell, Brendan Bowman, Jamie Marie Zoellner, Emaad Abdel-Rahman, Mehdi Boukhechba
øurs: Mobile Sensing based Fluid Overload Detection for End Stage Kidney Disease Patients using _Sensor _Relation _Dual _Autoencoder. CHIL (2023)
Zhiyuan Wang, Mingyue Tang, Maria A. Larrazabal, Emma R. Toner, Mark Rucker, Congyu Wu, Bethany A. Teachman, Mehdi Boukhechba, Laura E. Barnes
Personalized State Anxiety Detection: An Empirical Study with Linguistic Biomarkers and A Machine Learning Pipeline. EMBC (2023)
Guimin Dong, Lihua Cai, Mingyue Tang, Laura E. Barnes, Mehdi Boukhechba
Incremental Semi-supervised Federated Learning for Health Inference via Mobile Sensing. CoRR (2023)
Mehdi Boukhechba, Elena Reynoso, Ioannis Pandis, Kenneth Mosca, Rumen Hristov, Shichao Yue, Yuqing Ai, Hariharan Rahul, Dina Katabi, Mark Morris, Stefan Avey
Digital Phenotyping of Autoimmune Diseases Using Non-Contact Radio Frequency Sensing: A Longitudinal Study Comparing Systemic Lupus Erythematosus and Healthy Participants. UbiComp/ISWC Adjunct (2023)
Lihua Cai, Laura E. Barnes, Mehdi Boukhechba
Designing adaptive passive personal mobile sensing methods using reinforcement learning framework. J. Ambient Intell. Humaniz. Comput. 14 (4) (2023)
Zhiyuan Wang, Mark Rucker, Emma R. Toner, Maria A. Larrazabal, Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes
Understanding Privacy Risks versus Predictive Benefits in Wearable Sensor-Based Digital Phenotyping: A Quantitative Cost-Benefit Analysis. BSN (2023)
Zhiyuan Wang, Haoyi Xiong, Jie Zhang, Sijia Yang, Mehdi Boukhechba, Daqing Zhang, Laura E. Barnes, Dejing Dou
From Personalized Medicine to Population Health: A Survey of mHealth Sensing Techniques. IEEE Internet Things J. 9 (17) (2022)
Guimin Dong, Mingyue Tang, Zhiyuan Wang, Jiechao Gao, Sikun Guo, Lihua Cai, Robert Gutierrez, Bradford Campbell, Laura E. Barnes, Mehdi Boukhechba
Graph Neural Networks in IoT: A Survey. CoRR (2022)
Abdalsalam Almzayyen, Angel Vela de la Garza Evia, Nick Coronato, Mehdi Boukhechba
Voice-Based Conversational Agents for self-reporting fluid consumption and sleep quality. CoRR (2022)
Shashwat Kumar, Robert Gutierez, Debajyoti Datta, Sarah Tolman, Allison McCrady, Silvia Blemker, Rebecca J. Scharf, Mehdi Boukhechba, Laura E. Barnes
Shape Analysis for Pediatric Upper Body Motor Function Assessment. ISWC (2022)
Mingyue Tang, Guimin Dong, Jamie Zoellner, Brendan Bowman, Emaad Abel-Rahman, Mehdi Boukhechba
Using Ubiquitous Mobile Sensing and Temporal Sensor-Relation Graph Neural Network to Predict Fluid Intake of End Stage Kidney Patients. IPSN (2022)
Shashwat Kumar, Debajyoti Datta, Guimin Dong, Lihua Cai, Mehdi Boukhechba, Laura E. Barnes
Leveraging Mobile Sensing and Bayesian Change Point Analysis to Monitor Community-scale Behavioral Interventions: A Case Study on COVID-19. ACM Trans. Comput. Heal. 3 (4) (2022)
Jiebei Liu, Peter Morris, Krista Nelson, Mehdi Boukhechba
Using Ballistocardiography for Sleep Stage Classification. CoRR (2022)
Moeen Mostafavi, Fateme Nikseresht, Jacob Earl Resch, Laura E. Barnes, Mehdi Boukhechba
Collision Prediction and Prevention in Contact Sports Using RFID Tags and Haptic Feedback. AHFE (17) (2021)
Zhiyuan Wang, Haoyi Xiong, Jie Zhang, Sijia Yang, Mehdi Boukhechba, Laura E. Barnes, Daqing Zhang
From Personalized Medicine to Population Health: A Survey of mHealth Sensing Techniques. CoRR (2021)
Guimin Dong, Lihua Cai, Debajyoti Datta, Shashwat Kumar, Laura E. Barnes, Mehdi Boukhechba
Influenza-like symptom recognition using mobile sensing and graph neural networks. CHIL (2021)
Arash Tavakoli, Shashwat Kumar, Xiang Guo, Vahid Balali, Mehdi Boukhechba, Arsalan Heydarian
HARMONY: A Human-Centered Multimodal Driving Study in the Wild. IEEE Access 9 (2021)
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
Using Graph Representation Learning to Predict Salivary Cortisol Levels in Pancreatic Cancer Patients. J. Heal. Informatics Res. 5 (4) (2021)
Moeen Mostafavi, Fateme Nikseresht, Jacob Earl Resch, Laura E. Barnes, Mehdi Boukhechba
Collision Prediction and Prevention in Contact Sports Using RFID tags and Haptic Feedback. CoRR (2021)
Arash Tavakoli, Mehdi Boukhechba, Arsalan Heydarian
Leveraging Ubiquitous Computing for Empathetic Routing: A Naturalistic Data-driven Approach. CHI Extended Abstracts (2021)
Guimin Dong, Lihua Cai, Shashwat Kumar, Debajyoti Datta, Laura E. Barnes, Mehdi Boukhechba
Detection and Analysis of Interrupted Behaviors by Public Policy Interventions during COVID-19. CHASE (2021)
Arash Tavakoli, Shashwat Kumar, Mehdi Boukhechba, Arsalan Heydarian
Driver State and Behavior Detection Through Smart Wearables. IV (2021)
Arash Tavakoli, Shashwat Kumar, Mehdi Boukhechba, Arsalan Heydarian
Driver State and Behavior Detection Through Smart Wearables. CoRR (2021)
Guimin Dong, Mingyue Tang, Lihua Cai, Laura E. Barnes, Mehdi Boukhechba
Semi-supervised Graph Instance Transformer for Mental Health Inference. ICMLA (2021)
Lihua Cai, Laura E. Barnes, Mehdi Boukhechba
A Framework for Adaptive Mobile Ecological Momentary Assessments Using Reinforcement Learning. IntelliSys (1) (2021)
Mawulolo K. Ameko, Miranda L. Beltzer, Lihua Cai, Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes
Offline Contextual Multi-armed Bandits for Mobile Health Interventions: A Case Study on Emotion Regulation. CoRR (2020)
Mawulolo K. Ameko, Miranda L. Beltzer, Lihua Cai, Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes
Offline Contextual Multi-armed Bandits for Mobile Health Interventions: A Case Study on Emotion Regulation. RecSys (2020)
Haroon Rashid, Sanjana Mendu, Katharine E. Daniel, Miranda L. Beltzer, Bethany A. Teachman, Mehdi Boukhechba, Laura E. Barnes
Predicting Subjective Measures of Social Anxiety from Sparsely Collected Mobile Sensor Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (3) (2020)
Jinghe Zhang, Kamran Kowsari, Mehdi Boukhechba, James H. Harrison, Jennifer M. Lobo, Laura E. Barnes
Sparse Longitudinal Representations of Electronic Health Record Data for the Early Detection of Chronic Kidney Disease in Diabetic Patients. CoRR (2020)
Jinghe Zhang, Kamran Kowsari, Mehdi Boukhechba, James H. Harrison, Jennifer M. Lobo, Laura E. Barnes
Sparse Longitudinal Representations of Electronic Health Record Data for the Early Detection of Chronic Kidney Disease in Diabetic Patients. BIBM (2020)
Mehdi Boukhechba, Laura E. Barnes
SWear: Sensing Using WEARables. Generalized Human Crowdsensing on Smartwatches. AHFE (17) (2020)
Sanjana Mendu, Anna N. Baglione, Sonia Baee, Congyu Wu, Brandon Ng, Adi Shaked, Gerald Clore, Mehdi Boukhechba, Laura E. Barnes
A Framework for Understanding the Relationship between Social Media Discourse and Mental Health. Proc. ACM Hum. Comput. Interact. 4 (CSCW2) (2020)
Arash Tavakoli, Mehdi Boukhechba, Arsalan Heydarian
Personalized Driver State Profiles: A Naturalistic Data-Driven Study. AHFE (12) (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)
Sanjana Mendu, Mehdi Boukhechba, Anna N. Baglione, Sonia Baee, Congyu Wu, Laura E. Barnes
SocialText: A Framework for Understanding the Relationship Between Digital Communication Patterns and Mental Health. ICSC (2019)
Lihua Cai, Mehdi Boukhechba, Navreet Kaur, Congyu Wu, Laura E. Barnes, Matthew S. Gerber
Adaptive Passive Mobile Sensing Using Reinforcement Learning. WOWMOM (2019)
Nutta Homdee, Mehdi Boukhechba, Yixue Wendy Feng, Natalie Kramer, John C. Lach, Laura E. Barnes
Enabling Smartphone-based Estimation of Heart Rate. CoRR (2019)
Mawulolo K. Ameko, Lihua Cai, Mehdi Boukhechba, Alexander Daros, Philip I. Chow, Bethany A. Teachman, Matthew S. Gerber, Laura E. Barnes
Cluster-based approach to improve affect recognition from passively sensed data. BHI (2018)
Mehdi Boukhechba, Abdenour Bouzouane, Sébastien Gaboury, Charles Gouin-Vallerand, Sylvain Giroux, Bruno Bouchard
Prediction of next destinations from irregular patterns. J. Ambient Intell. Humaniz. Comput. 9 (5) (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)
Mawulolo K. Ameko, Lihua Cai, Mehdi Boukhechba, Alexander Daros, Philip I. Chow, Bethany A. Teachman, Matthew S. Gerber, Laura E. Barnes
Cluster-based Approach to Improve Affect Recognition from Passively Sensed Data. CoRR (2018)
Congyu Wu, Lihua Cai, Matthew S. Gerber, Mehdi Boukhechba, Laura E. Barnes
Vector Space Representation of Bluetooth Encounters for Mental Health Inference. UbiComp/ISWC Adjunct (2018)
Mehdi Boukhechba, Lihua Cai, Philip I. Chow, Karl C. Fua, Matthew S. Gerber, Bethany A. Teachman, Laura E. Barnes
Contextual Analysis to Understand Compliance with Smartphone-based Ecological Momentary Assessment. PervasiveHealth (2018)
Sanjana Mendu, Mehdi Boukhechba, Janna R. Gordon, Debajyoti Datta, Edwin Molina, Gloria Arroyo, Sara K. Proctor, Kristen J. Wells, Laura E. Barnes
Design of a Culturally-Informed Virtual Human for Educating Hispanic Women about Cervical Cancer. PervasiveHealth (2018)
Mehdi Boukhechba, Abdenour Bouzouane, Sébastien Gaboury, Charles Gouin-Vallerand, Sylvain Giroux, Bruno Bouchard
A novel Bluetooth low energy based system for spatial exploration in smart cities. Expert Syst. Appl. 77 (2017)
Mehdi Boukhechba, Yu Huang, Philip Chow, Karl C. Fua, Bethany A. Teachman, Laura E. Barnes
Monitoring social anxiety from mobility and communication patterns. UbiComp/ISWC Adjunct (2017)
Mehdi Boukhechba, Abdenour Bouzouane, Sébastien Gaboury, Charles Gouin-Vallerand, Sylvain Giroux, Bruno Bouchard
Hybrid Battery-friendly Mobile Solution for Extracting Users' Visited Places. FNC/MobiSPC (2016)
Mehdi Boukhechba, Abdenour Bouzouane, Bruno Bouchard, Charles Gouin-Vallerand, Sylvain Giroux
Energy Optimization for Outdoor Activity Recognition. J. Sensors 2016 (2016)
Mehdi Boukhechba, Abdenour Bouzouane, Sébastien Gaboury, Charles Gouin-Vallerand, Sylvain Giroux, Bruno Bouchard
Battery-Aware Mobile Solution for Online Activity Recognition from Users' Movements. IEEE MS (2016)
Mehdi Boukhechba, Abdenour Bouzouane, Bruno Bouchard, Charles Gouin-Vallerand, Sylvain Giroux
Online recognition of people's activities from raw GPS data: semantic trajectory data analysis. PETRA (2015)
Mehdi Boukhechba, Abdenour Bouzouane, Bruno Bouchard, Charles Gouin-Vallerand, Sylvain Giroux
Online Prediction of People's Next Point-of-Interest: Concept Drift Support. HBU (2015)