Publications
Please also refer to the Google Scholar profiles of the group members.
2023
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ACMFingerSpeller: Camera-Free Text Entry Using Smart Rings for American Sign Language Fingerspelling RecognitionIn Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility 2023
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ACMOn the Benefit of Generative Foundation Models for Human Activity RecognitionarXiv preprint arXiv:2310.12085 2023
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IMWUTConvBoost: Boosting ConvNets for Sensor-based Activity RecognitionProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2023
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IEEESensor Event Sequence Prediction for Proactive Smart Home Support Using Autoregressive Language ModelIn 2023 19th International Conference on Intelligent Environments (IE) 2023
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Sensors
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ISWCHow Much Unlabeled Data is Really Needed for Effective Self-Supervised Human Activity Recognition?In Proceedings of the 2023 International Symposium on Wearable Computers 2023
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ISWCOn the Utility of Virtual On-body Acceleration Data for Fine-grained Human Activity RecognitionIn Proceedings of the 2023 International Symposium on Wearable Computers 2023
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ISWCChallenges in Using Skin Conductance Responses for Assessments of Information Worker ProductivityIn Proceedings of the 2023 International Symposium on Wearable Computers 2023
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UbicompSolving the Sensor-based Activity Recognition Problem (SOAR): Self-supervised, Multi-modal Recognition of Activities from Wearable SensorsIn Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing 2023
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SpringerLeveraging WiFi network logs to infer student collocation and its relationship with academic performanceEPJ Data Science 2023
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IEEEExtraction of Important Temporal Order for eXplainable AI on Time-series dataIn 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) 2023
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PercomOn Training Strategies for LSTMs in Sensor-Based Human Activity RecognitionIn 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) 2023
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PercomKeynote: Computational Behavior Analysis-Pushing the Boundaries Towards Usable Digital HealthIn 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) 2023
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PercomIf only we had more data!: Sensor-Based Human Activity Recognition in Challenging ScenariosIn 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) 2023
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ACMExplainable activity recognition for smart home systemsACM Transactions on Interactive Intelligent Systems 2023
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PercomInvestigating enhancements to contrastive predictive coding for human activity recognitionIn 2023 IEEE International Conference on Pervasive Computing and Communications (PerCom) 2023
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arXivTowards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity RecognitionarXiv preprint arXiv:2306.01108 2023
2022
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UbicompOn the Effectiveness of Virtual IMU Data for Eating Detection with Wrist SensorsIn Adjunct Proceedings of UbiComp 2022
2021
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ACMApplying machine learning for sensor data analysis in interactive systems: Common pitfalls of pragmatic use and ways to avoid themACM Computing Surveys (CSUR) Sep 2021