Thomas Plötz
Orcid: 0000-0002-1243-7563
According to our database1,
Thomas Plötz
authored at least 162 papers
between 2002 and 2024.
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Bibliography
2024
IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., August, 2024
Using Graphs to Perform Effective Sensor-Based Human Activity Recognition in Smart Homes.
Sensors, June, 2024
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition.
Sensors, February, 2024
Sensor event sequence prediction for proactive smart home: A GPT2-based autoregressive language model approach.
J. Ambient Intell. Smart Environ., 2024
Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them.
CoRR, 2024
Game of LLMs: Discovering Structural Constructs in Activities using Large Language Models.
CoRR, 2024
Large Language Models Memorize Sensor Datasets! Implications on Human Activity Recognition Research.
CoRR, 2024
Layout Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST).
CoRR, 2024
More Data for People with Disabilities! Comparing Data Collection Efforts for Wheelchair Transportation Mode Detection.
Proceedings of the 2024 ACM International Symposium on Wearable Computers, 2024
Maintenance Required: Updating and Extending Bootstrapped Human Activity Recognition Systems for Smart Homes.
Proceedings of the International Conference on Activity and Behavior Computing, 2024
A Washing Machine is All You Need? On the Feasibility of Machine Data for Self-Supervised Human Activity Recognition.
Proceedings of the International Conference on Activity and Behavior Computing, 2024
2023
Leveraging WiFi network logs to infer student collocation and its relationship with academic performance.
EPJ Data Sci., December, 2023
Sensors, September, 2023
ACM Trans. Interact. Intell. Syst., 2023
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023
Know Thy Neighbors: A Graph Based Approach for Effective Sensor-Based Human Activity Recognition in Smart Homes.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023
If only we had more data!: Sensor-Based Human Activity Recognition in Challenging Scenarios.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023
Keynote: Computational Behavior Analysis - Pushing the Boundaries Towards Usable Digital Health.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2023
Generating Virtual On-body Accelerometer Data from Virtual Textual Descriptions for Human Activity Recognition.
Proceedings of the 2023 International Symposium on Wearable Computers, 2023
On the Utility of Virtual On-body Acceleration Data for Fine-grained Human Activity Recognition.
Proceedings of the 2023 International Symposium on Wearable Computers, 2023
How Much Unlabeled Data is Really Needed for Effective Self-Supervised Human Activity Recognition?
Proceedings of the 2023 International Symposium on Wearable Computers, 2023
Challenges in Using Skin Conductance Responses for Assessments of Information Worker Productivity.
Proceedings of the 2023 International Symposium on Wearable Computers, 2023
Sensor Event Sequence Prediction for Proactive Smart Home Support Using Autoregressive Language Model.
Proceedings of the 19th International Conference on Intelligent Environments, 2023
Proceedings of the International Conference on Machine Learning and Applications, 2023
Solving the Sensor-based Activity Recognition Problem (SOAR): Self-supervised, Multi-modal Recognition of Activities from Wearable Sensors.
Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023
FingerSpeller: Camera-Free Text Entry Using Smart Rings for American Sign Language Fingerspelling Recognition.
Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility, 2023
2022
Guest Editorial Special Issue on Computational Intelligence for IoT-based Human Activity Recognition.
IEEE Trans. Emerg. Top. Comput. Intell., 2022
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022
Reading the Room: Automated, Momentary Assessment of Student Engagement in the Classroom: Are We There Yet?
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022
Food, Mood, Context: Examining College Students' Eating Context and Mental Well-being.
ACM Trans. Comput. Heal., 2022
Applying Machine Learning for Sensor Data Analysis in Interactive Systems: Common Pitfalls of Pragmatic Use and Ways to Avoid Them.
ACM Comput. Surv., 2022
Simple Yet Surprisingly Effective Training Strategies for LSTMs in Sensor-Based Human Activity Recognition.
CoRR, 2022
CoRR, 2022
A Personalized Approach for Developing a Snacking Detection System using Earbuds in a Semi-Naturalistic Setting.
Proceedings of the 2022 ACM International Symposium on Wearable Computers, 2022
Proceedings of the 2022 ACM International Symposium on Wearable Computers, 2022
Proceedings of the 2022 ACM International Symposium on Wearable Computers, 2022
Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022
2021
Estimation of Instantaneous Oxygen Uptake During Exercise and Daily Activities Using a Wearable Cardio-Electromechanical and Environmental Sensor.
IEEE J. Biomed. Health Informatics, 2021
Complex Deep Neural Networks from Large Scale Virtual IMU Data for Effective Human Activity Recognition Using Wearables.
Sensors, 2021
Ubi-SleepNet: Advanced Multimodal Fusion Techniques for Three-stage Sleep Classification Using Ubiquitous Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021
Approaching the Real-World: Supporting Activity Recognition Training with Virtual IMU Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021
Generalized and Efficient Skill Assessment from IMU Data with Applications in Gymnastics and Medical Training.
ACM Trans. Comput. Heal., 2021
CoRR, 2021
On the Role of Context Length for Feature Extraction and Sequence Modeling in Human Activity Recognition.
Proceedings of the ISWC 2021: Proceedings of the 2021 ACM International Symposium on Wearable Computers, 2021
2020
IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020
Deriving Effective Human Activity Recognition Systems through Objective Task Complexity Assessment.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020
Leveraging WiFi Network Logs to Infer Social Interactions: A Case Study of Academic Performance and Student Behavior.
CoRR, 2020
Proceedings of the PervasiveHealth '20: 14th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2020
Sensing Affect to Empower Students: Learner Perspectives on Affect-Sensitive Technology in Large Educational Contexts.
Proceedings of the L@S'20: Seventh ACM Conference on Learning @ Scale, 2020
Proceedings of the ISWC '20: 2020 ACM International Symposium on Wearable Computers, 2020
2019
Automated Detection of Infant Holding Using Wearable Sensing: Implications for Developmental Science and Intervention.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019
Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019
Freedom to lie: How farrowing environment affects sow lying behaviour assessment using inertial sensors.
Comput. Electron. Agric., 2019
Recognition Of Atypical Behavior In Autism Diagnosis From Video Using Pose Estimation Over Time.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019
Proceedings of the 23rd International Symposium on Wearable Computers, ISWC 2019, London, 2019
Proceedings of the 23rd International Symposium on Wearable Computers, ISWC 2019, London, 2019
Proceedings of the 23rd International Symposium on Wearable Computers, ISWC 2019, London, 2019
2018
A Unified Model for User Identification on Multi-Touch Surfaces: A Survey and Meta-Analysis.
ACM Trans. Comput. Hum. Interact., 2018
A Combined Deep Learning GRU-Autoencoder for the Early Detection of Respiratory Disease in Pigs Using Multiple Environmental Sensors.
Sensors, 2018
Multi-part segmentation for porcine offal inspection with auto-context and adaptive atlases.
Pattern Recognit. Lett., 2018
Robust Cross-View Gait Identification with Evidence: A Discriminant Gait GAN (DiGGAN) Approach on 10000 People.
CoRR, 2018
Assessing the quality of home detection from mobile phone data for official statistics.
CoRR, 2018
Detecting home locations from CDR data: introducing spatial uncertainty to the state-of-the-art.
CoRR, 2018
Proceedings of the 2018 ACM International Symposium on Wearable Computers, 2018
Proceedings of the 2018 ACM International Symposium on Wearable Computers, 2018
Proceedings of the 2018 ACM International Symposium on Wearable Computers, 2018
Proceedings of the 2018 ACM International Symposium on Wearable Computers, 2018
Adding structural characteristics to distribution-based accelerometer representations for activity recognition using wearables.
Proceedings of the 2018 ACM International Symposium on Wearable Computers, 2018
FingerPing: Recognizing Fine-grained Hand Poses using Active Acoustic On-body Sensing.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018
2017
IxD&A, 2017
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017
Activity Recognition for Quality Assessment of Batting Shots in Cricket using a Hierarchical Representation.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017
Interactive Architecture: Exploring and Unwrapping the Potentials of Organic User Interfaces.
Proceedings of the Tenth International Conference on Tangible, 2017
Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017
Interioractive: Smart Materials in the Hands of Designers and Architects for Designing Interactive Interiors.
Proceedings of the 2017 Conference on Designing Interactive Systems, 2017
Proceedings of the 2017 Conference on Designing Interactive Systems, 2017
2016
Pattern Recognit. Lett., 2016
Porcine lie detectors: Automatic quantification of posture state and transitions in sows using inertial sensors.
Comput. Electron. Agric., 2016
Automated video-based assessment of surgical skills for training and evaluation in medical schools.
Int. J. Comput. Assist. Radiol. Surg., 2016
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Deep, Convolutional, and Recurrent Models for Human Activity Recognition Using Wearables.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
2015
GetMobile Mob. Comput. Commun., 2015
Int. J. Pattern Recognit. Artif. Intell., 2015
Archival Liveness: Designing with Collections Before and During Cataloguing and Digitization.
Digit. Humanit. Q., 2015
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015
Let's (not) stick together: pairwise similarity biases cross-validation in activity recognition.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015
BlobSnake: gamification of feature extraction for 'plug and play' human activity recognition.
Proceedings of the 2015 British HCI Conference, Lincoln, United Kingdom, July 13-17, 2015, 2015
Proceedings of the 2015 British HCI Conference, Lincoln, United Kingdom, July 13-17, 2015, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Bootstrapping Personalised Human Activity Recognition Models Using Online Active Learning.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015
2014
Pervasive Mob. Comput., 2014
Occupancy monitoring using environmental & context sensors and a hierarchical analysis framework.
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014
2013
The mobile fitness coach: Towards individualized skill assessment using personalized mobile devices.
Pervasive Mob. Comput., 2013
The French Digital Kitchen: Implementing Task-Based Language Teaching Beyond the Classroom.
Int. J. Comput. Assist. Lang. Learn. Teach., 2013
On preserving statistical characteristics of accelerometry data using their empirical cumulative distribution.
Proceedings of the 17th Annual International Symposium on Wearable Computers. ISWC 2013, 2013
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013
The break-time barometer: an exploratory system forworkplace break-time social awareness.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013
Automatic correction of annotation boundaries in activity datasets by class separation maximization.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013
Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013
2012
Proceedings of the 2012 IEEE International Conference on Pervasive Computing and Communications, 2012
Automatic Synchronization of Wearable Sensors and Video-Cameras for Ground Truth Annotation - A Practical Approach.
Proceedings of the 16th International Symposium on Wearable Computers, 2012
Recognizing water-based activities in the home through infrastructure-mediated sensing.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012
Automatic assessment of problem behavior in individuals with developmental disabilities.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012
2011
Springer Briefs in Computer Science, Springer, ISBN: 978-1-4471-2188-6, 2011
Rapid specification and automated generation of prompting systems to assist people with dementia.
Pervasive Mob. Comput., 2011
Proceedings of the 5th International Conference on Pervasive Computing Technologies for Healthcare, 2011
Proceedings of the IJCAI 2011, 2011
International workshop on networking and object memories for the internet of things (NOMe-IoT 2011).
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011
Proceedings of the International Conference on Human Factors in Computing Systems, 2011
2010
Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010
A Dynamic Time Warping Approach to Real-Time Activity Recognition for Food Preparation.
Proceedings of the Ambient Intelligence, 2010
2009
Int. J. Document Anal. Recognit., 2009
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009
Proceedings of the Computer Vision Systems, 2009
Proceedings of the 11th International Conference on Multimodal Interfaces, 2009
2008
Proceedings of the Structural, 2008
Real-time detection and interpretation of 3D deictic gestures for interactionwith an intelligent environment.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Calibration-free camera hand-over for fast and reliable person tracking in multi-camera setups.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
SVM ensemble classification of NMR spectra based on different configurations of data processing techniques.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the Ambient Intelligence, European Conference, 2008
2007
On the Application of SVM-Ensembles Based on Adapted Random Subspace Sampling for Automatic Classification of NMR Data.
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007
On the Use of Context-Dependent Modeling Units for HMM-Based Offline Handwriting Recognition.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007
Proceedings of the Constructing Ambient Intelligence, 2007
2006
Pattern recognition methods for advanced stochastic protein sequence analysis using HMMs.
Pattern Recognit., 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
2005
Advanced stochastic protein sequence analysis (Neue Ansätze zur Analyse von Proteinsequenzen mit Hidden-Markov-Modellen)
PhD thesis, 2005
On Appearance-Based Feature Extraction Methods for Writer-Independent Handwritten Text Recognition.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005
2004
Proceedings of the Odyssey 2004: The Speaker and Language Recognition Workshop, Toledo, Spain, May 31, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
2003
2002
Robust time-synchronous environmental adaptation for continuous speech recognition systems.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002