| 2025 | AAAI | Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them. | Harish Haresamudram, Apoorva Beedu, Mashfiqui Rabbi, Sankalita Saha, Irfan Essa, Thomas Ploetz |
| 2023 | ASSETS | FingerSpeller: Camera-Free Text Entry Using Smart Rings for American Sign Language Fingerspelling Recognition. | David Martin, Zikang Leng, Tan Gemicioglu, Jon Womack, Jocelyn Heath, William C. Neubauer, Hyeokhyen Kwon, Thomas Ploetz, Thad Starner |
| 2023 | ISWC | Challenges in Using Skin Conductance Responses for Assessments of Information Worker Productivity. | Anam Ahmad, Thomas Ploetz |
| 2023 | ISWC | On the Utility of Virtual On-body Acceleration Data for Fine-grained Human Activity Recognition. | Zikang Leng, Yash Jain, Hyeokhyen Kwon, Thomas Ploetz |
| 2023 | ISWC | Generating Virtual On-body Accelerometer Data from Virtual Textual Descriptions for Human Activity Recognition. | Zikang Leng, Hyeokhyen Kwon, Thomas Ploetz |
| 2022 | ISWC | Clustering of Human Activities from Wearables by Adopting Nearest Neighbors. | Abrar Ahmed, Harish Haresamudram, Thomas Ploetz |
| 2022 | ISWC | Reinforcement Learning Based Online Active Learning for Human Activity Recognition. | Yulai Cui, Shruthi Kashinath Hiremath, Thomas Ploetz |
| 2022 | ISWC | A Personalized Approach for Developing a Snacking Detection System using Earbuds in a Semi-Naturalistic Setting. | Mehrab Bin Morshed, Harish Kashyap Haresamudram, Dheeraj Bandaru, Gregory D. Abowd, Thomas Ploetz |
| 2021 | ISWC | On the Role of Context Length for Feature Extraction and Sequence Modeling in Human Activity Recognition. | Shruthi Kashinath Hiremath, Thomas Ploetz |
| 2018 | CHI | FingerPing: Recognizing Fine-grained Hand Poses using Active Acoustic On-body Sensing. | Cheng Zhang, Qiuyue Xue, Anandghan Waghmare, Ruichen Meng, Sumeet Jain, Yizeng Han, Xinyu Li, Kenneth A. Cunefare, Thomas Ploetz, Thad Starner, Omer T. Inan, Gregory D. Abowd |
| 2017 | ISWC | FingOrbits: interaction with wearables using synchronized thumb movements. | Cheng Zhang, Xiaoxuan Wang, Anandghan Waghmare, Sumeet Jain, Thomas Ploetz, Omer T. Inan, Thad E. Starner, Gregory D. Abowd |
| 2015 | AAAI | PD Disease State Assessment in Naturalistic Environments Using Deep Learning. | Nils Yannick Hammerla, James Fisher, Peter Andras, Lynn Rochester, Richard Walker, Thomas Ploetz |
| 2013 | CHI | Methods for studying technology in the home. | Tim Coughlan, Michael A. Brown, Sarah Martindale, Rob Comber, Thomas Ploetz, Kerstin Leder Mackley, Val Mitchell, Sharon Baurley |
| 2013 | CVPR | Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition. | Vinay Bettadapura, Grant Schindler, Thomas Ploetz, Irfan A. Essa |
| 2013 | ISWC | On preserving statistical characteristics of accelerometry data using their empirical cumulative distribution. | Nils Y. Hammerla, Reuben Kirkham, Peter Andras, Thomas Ploetz |