Edison Thomaz

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 42

Top Venues

CoRR

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

ISWC

PerCom Workshops

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Priyanka Khante, Edison Thomaz, Kaya de Barbaro
Auditory chaos classification in real-world environments. Frontiers Digit. Health 5 (2024)
Sloke Shrestha, Edison Thomaz
Leveraging Large Language Models to Annotate Activities of Daily Living Captured with Egocentric Vision. CHASE (2024)
Dawei Liang, Hang Su, Tarun Singh, Jay Mahadeokar, Shanil Puri, Jiedan Zhu, Edison Thomaz, Mike Seltzer
Dynamic Speech Endpoint Detection with Regression Targets. ICASSP (2023)
Dawei Liang, Zifan Xu, Yinuo Chen, Rebecca Adaimi, David Harwath, Edison Thomaz
A Dataset for Foreground Speech Analysis With Smartwatches In Everyday Home Environments. ICASSP Workshops (2023)
Xuewen Yao, Miriam Mikhelson, S. Craig Watkins, Eunsol Choi, Edison Thomaz, Kaya de Barbaro
Development and Evaluation of Three Chatbots for Postpartum Mood and Anxiety Disorders. CoRR (2023)
Haoxiang Yu, Jingyi An, Evan King, Edison Thomaz, Christine Julien
Cheating off your neighbors: Improving activity recognition through corroboration. CoRR (2023)
Dawei Liang, Alice Zhang, Edison Thomaz
Automated Face-To-Face Conversation Detection on a Commodity Smartwatch with Acoustic Sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (3) (2023)
Xuewen Yao, Miriam Mikhelson, Megan Micheletti, Eunsol Choi, S. Craig Watkins, Edison Thomaz, Kaya de Barbaro
Understanding Postpartum Parents' Experiences via Two Digital Platforms. Proc. ACM Hum. Comput. Interact. 7 (CSCW1) (2023)
Dawei Liang, Zifan Xu, Yinuo Chen, Rebecca Adaimi, David Harwath, Edison Thomaz
Automated detection of foreground speech with wearable sensing in everyday home environments: A transfer learning approach. CoRR (2022)
Abduallah A. Mohamed, Fernando Lejarza, Stephanie Cahail, Christian G. Claudel, Edison Thomaz
HAR-GCNN: Deep Graph CNNs for Human Activity Recognition From Highly Unlabeled Mobile Sensor Data. PerCom Workshops (2022)
Rebecca Adaimi, Edison Thomaz
Lifelong Adaptive Machine Learning for Sensor-Based Human Activity Recognition Using Prototypical Networks. Sensors 22 (18) (2022)
Sarnab Bhattacharya, Rebecca Adaimi, Edison Thomaz
Leveraging Sound and Wrist Motion to Detect Activities of Daily Living with Commodity Smartwatches. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (2) (2022)
Xuewen Yao, Megan Micheletti, Mckensey Johnson, Edison Thomaz, Kaya de Barbaro
Infant Crying Detection In Real-World Environments. ICASSP (2022)
Abduallah A. Mohamed, Fernando Lejarza, Stephanie Cahail, Christian G. Claudel, Edison Thomaz
HAR-GCNN: Deep Graph CNNs for Human Activity Recognition From Highly Unlabeled Mobile Sensor Data. CoRR (2022)
Xi Lu, Edison Thomaz, Daniel A. Epstein
Understanding People's Perceptions of Approaches to Semi-Automated Dietary Monitoring. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (3) (2022)
Dawei Liang, Guihong Li, Rebecca Adaimi, Radu Marculescu, Edison Thomaz
AudioIMU: Enhancing Inertial Sensing-Based Activity Recognition with Acoustic Models. ISWC (2022)
Xuewen Yao, Miriam Mikhelson, Megan Micheletti, Eunsol Choi, S. Craig Watkins, Edison Thomaz, Kaya de Barbaro
Understanding Postpartum Parents' Experiences via Two Digital Platforms. CoRR (2022)
Dawei Liang, Hang Su, Tarun Singh, Jay Mahadeokar, Shanil Puri, Jiedan Zhu, Edison Thomaz, Mike Seltzer
Dynamic Speech Endpoint Detection with Regression Targets. CoRR (2022)
Abduallah A. Mohamed, Fernando Lejarza, Stephanie Cahail, Christian G. Claudel, Edison Thomaz
HAR-GCNN: Deep Graph CNNs for Human Activity Recognition From Highly Unlabeled Mobile Sensor Data. PerCom Workshops (2022)
Rebecca Adaimi, Edison Thomaz
Lifelong Adaptive Machine Learning for Sensor-based Human Activity Recognition Using Prototypical Networks. CoRR (2022)
Sarnab Bhattacharya, Keum San Chun, Edison Thomaz
MagSurface: Wireless 2D Finger Tracking Leveraging Magnetic Fields. CoRR (2021)
Dawei Liang, Yangyang Shi, Yun Wang, Nayan Singhal, Alex Xiao, Jonathan Shaw, Edison Thomaz, Ozlem Kalinli, Mike Seltzer
Transferring Voice Knowledge for Acoustic Event Detection: An Empirical Study. CoRR (2021)
Rebecca Adaimi, Howard Yong, Edison Thomaz
Ok Google, What Am I Doing?: Acoustic Activity Recognition Bounded by Conversational Assistant Interactions. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (1) (2021)
Keum San Chun, Sarnab Bhattacharya, Caroline Dolbear, Jordon Kashanchi, Edison Thomaz
Intraoral temperature and inertial sensing in automated dietary assessment: a feasibility study. ISWC (2020)
Brooke Bell, Ridwan Alam, Nabil Alshurafa, Edison Thomaz, Md. Abu Sayeed Mondol, Kayla de la Haye, John A. Stankovic, John C. Lach, Donna Spruijt-Metz
Automatic, wearable-based, in-field eating detection approaches for public health research: a scoping review. npj Digit. Medicine 3 (2020)
Rebecca Adaimi, Ka Tai Ho, Edison Thomaz
Usability of a Hands-Free Voice Input Interface for Ecological Momentary Assessment. PerCom Workshops (2020)
Dawei Liang, Wenting Song, Edison Thomaz
Characterizing the Effect of Audio Degradation on Privacy Perception And Inference Performance in Audio-Based Human Activity Recognition. MobileHCI (2020)
Kavita Radhakrishnan, Christine Julien, Matthew O'Hair, Thomas Baranowski, Grace Lee, Catherine Allen, Atami Sagna, Edison Thomaz, Miyong Kim
Usability Testing of a Sensor-Controlled Digital Game to Engage Older Adults with Heart Failure in Physical Activity and Weight Monitoring. Appl. Clin. Inform. 11 (05) (2020)
Congyu Wu, Amanda N. Barczyk, R. Cameron Craddock, Gabriella M. Harari, Edison Thomaz, Jason D. Shumake, Christopher G. Beevers, Samuel D. Gosling, David M. Schnyer
Improving Prediction of Real-Time Loneliness and Companionship Type Using Geosocial Features of Personal Smartphone Data. CoRR (2020)
Congyu Wu, Hagen Fritz, Zoltán Nagy, Juan P. Maestre, Edison Thomaz, Christine Julien, Darla M. Castelli, Kaya de Barbaro, Gabriella M. Harari, R. Cameron Craddock, Kerry A. Kinney, Samuel D. Gosling, David M. Schnyer
Multi-Modal Data Collection for Measuring Health, Behavior, and Living Environment of Large-Scale Participant Cohorts: Conceptual Framework and Findings from Deployments. CoRR (2020)
Edison Thomaz
Activiome: A System for Annotating First-Person Photos and Multimodal Activity Sensor Data. PerCom Workshops (2020)
Keum San Chun, Hyoyoung Jeong, Rebecca Adaimi, Edison Thomaz
Eating Episode Detection with Jawbone-Mounted Inertial Sensing. EMBC (2020)
Rebecca Adaimi, Edison Thomaz
Leveraging Active Learning and Conditional Mutual Information to Minimize Data Annotation in Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (3) (2019)
Keum San Chun, Ashley B. Sanders, Rebecca Adaimi, Necole Streeper, David E. Conroy, Edison Thomaz
Towards a generalizable method for detecting fluid intake with wrist-mounted sensors and adaptive segmentation. IUI (2019)
Priyanka Khante, Mai Lee Chang, Domingo Martinez, Kaya de Barbaro, Edison Thomaz
Quantifying the Chaos Level of Infants' Environment via Unsupervised Learning. CoRR (2019)
Dawei Liang, Edison Thomaz
Audio-Based Activities of Daily Living (ADL) Recognition with Large-Scale Acoustic Embeddings from Online Videos. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (1) (2019)
Keum San Chun, Sarnab Bhattacharya, Edison Thomaz
Detecting Eating Episodes by Tracking Jawbone Movements with a Non-Contact Wearable Sensor. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (1) (2018)
Dawei Liang, Edison Thomaz
AudioAR: Audio-Based Activity Recognition with Large-Scale Acoustic Embeddings from YouTube Videos. CoRR (2018)
Mariella Dimiccoli, Juan Marín, Edison Thomaz
Mitigating Bystander Privacy Concerns in Egocentric Activity Recognition with Deep Learning and Intentional Image Degradation. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (4) (2017)
Eun Kyoung Choe, Saeed Abdullah, Mashfiqui Rabbi, Edison Thomaz, Daniel A. Epstein, Felicia Cordeiro, Matthew Kay, Gregory D. Abowd, Tanzeem Choudhury, James Fogarty, Bongshin Lee, Mark Matthews, Julie A. Kientz
Semi-Automated Tracking: A Balanced Approach for Self-Monitoring Applications. IEEE Pervasive Comput. 16 (1) (2017)
Edison Thomaz, Abdelkareem Bedri, Temiloluwa Prioleau, Irfan A. Essa, Gregory D. Abowd
Exploring Symmetric and Asymmetric Bimanual Eating Detection with Inertial Sensors on the Wrist. DigitalBioMarker@MobiSys (2017)
Roy J. Adams, Nazir Saleheen, Edison Thomaz, Abhinav Parate, Santosh Kumar, Benjamin M. Marlin
Hierarchical Span-Based Conditional Random Fields for Labeling and Segmenting Events in Wearable Sensor Data Streams. ICML (2016)
Felicia Cordeiro, Daniel A. Epstein, Edison Thomaz, Elizabeth Bales, Arvind Krishnaa Jagannathan, Gregory D. Abowd, James Fogarty
Barriers and Negative Nudges: Exploring Challenges in Food Journaling. CHI (2015)
Abdelkareem Bedri, Apoorva Verlekar, Edison Thomaz, Valerie Avva, Thad Starner
Detecting Mastication: A Wearable Approach. ICMI (2015)
Vinay Bettadapura, Edison Thomaz, Aman Parnami, Gregory D. Abowd, Irfan A. Essa
Leveraging Context to Support Automated Food Recognition in Restaurants. WACV (2015)
Abdelkareem Bedri, Apoorva Verlekar, Edison Thomaz, Valerie Avva, Thad Starner
A wearable system for detecting eating activities with proximity sensors in the outer ear. ISWC (2015)
Daniel Castro, Steven Hickson, Vinay Bettadapura, Edison Thomaz, Gregory D. Abowd, Henrik I. Christensen, Irfan A. Essa
Predicting daily activities from egocentric images using deep learning. ISWC (2015)
Edison Thomaz, Cheng Zhang, Irfan A. Essa, Gregory D. Abowd
Inferring Meal Eating Activities in Real World Settings from Ambient Sounds: A Feasibility Study. IUI (2015)
Daniel Castro, Steven Hickson, Vinay Bettadapura, Edison Thomaz, Gregory D. Abowd, Henrik I. Christensen, Irfan A. Essa
Predicting Daily Activities From Egocentric Images Using Deep Learning. CoRR (2015)
Edison Thomaz, Irfan A. Essa, Gregory D. Abowd
A practical approach for recognizing eating moments with wrist-mounted inertial sensing. UbiComp (2015)
Vinay Bettadapura, Edison Thomaz, Aman Parnami, Gregory D. Abowd, Irfan A. Essa
Leveraging Context to Support Automated Food Recognition in Restaurants. CoRR (2015)
Jon E. Froehlich, Jakob Eg Larsen, Matthew Kay, Edison Thomaz
Disasters in personal informatics: the unpublished stories of failure and lessons learned. UbiComp Adjunct (2014)
Edison Thomaz, Aman Parnami, Jonathan Bidwell, Irfan A. Essa, Gregory D. Abowd
Technological approaches for addressing privacy concerns when recognizing eating behaviors with wearable cameras. UbiComp (2013)
Edison Thomaz
Practical food journaling. UbiComp (Adjunct Publication) (2013)
Cheng Zhang, Aman Parnami, Caleb Southern, Edison Thomaz, Gabriel Reyes, Rosa I. Arriaga, Gregory D. Abowd
BackTap: robust four-point tapping on the back of an off-the-shelf smartphone. UIST (Adjunct Volume) (2013)
Edison Thomaz, Aman Parnami, Irfan A. Essa, Gregory D. Abowd
Feasibility of identifying eating moments from first-person images leveraging human computation. SenseCam (2013)
Edison Thomaz, Vinay Bettadapura, Gabriel Reyes, Megha Sandesh, Grant Schindler, Thomas Plötz, Gregory D. Abowd, Irfan A. Essa
Recognizing water-based activities in the home through infrastructure-mediated sensing. UbiComp (2012)

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Publication Activity (10 Years)

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Edison Thomaz