Thomas Plötz

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 60

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

UbiComp

CoRR

Sensors

Publications

Harish Haresamudram, Irfan Essa, Thomas Plötz
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition. Sensors 24 (4) (2024)
Srivatsa P, Thomas Plötz
Using Graphs to Perform Effective Sensor-Based Human Activity Recognition in Smart Homes. Sensors 24 (12) (2024)
Zikang Leng, Amitrajit Bhattacharjee, Hrudhai Rajasekhar, Lizhe Zhang, Elizabeth Bruda, Hyeokhyen Kwon, Thomas Plötz
IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity Recognition. CoRR (2024)
Harish Haresamudram, Irfan Essa, Thomas Plötz
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition. PERCOM (2023)
Yasutaka Nishimura, Naoto Takeda, Roberto Legaspi, Kazushi Ikeda, Thomas Plötz, Sonia Chernova
ALLFA: Active Learning Through Label and Feature Augmentation. ICMLA (2023)
Zikang Leng, HyeokHyen Kwon, Thomas Plötz
Generating Virtual On-body Accelerometer Data from Virtual Textual Descriptions for Human Activity Recognition. CoRR (2023)
Thomas Plötz
Keynote: Computational Behavior Analysis - Pushing the Boundaries Towards Usable Digital Health. PerCom Workshops (2023)
Shuai Shao, Yu Guan, Bing Zhai, Paolo Missier, Thomas Plötz
ConvBoost: Boosting ConvNets for Sensor-based Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (2) (2023)
Zikang Leng, Hyeokhyen Kwon, Thomas Plötz
On the Benefit of Generative Foundation Models for Human Activity Recognition. CoRR (2023)
Sourish Gunesh Dhekane, Harish Haresamudram, Megha Thukral, Thomas Plötz
How Much Unlabeled Data is Really Needed for Effective Self-Supervised Human Activity Recognition? ISWC (2023)
Naoto Takeda, Roberto Legaspi, Yasutaka Nishimura, Kazushi Ikeda, Atsunori Minamikawa, Thomas Plötz, Sonia Chernova
Sensor Event Sequence Prediction for Proactive Smart Home Support Using Autoregressive Language Model. IE (2023)
Shruthi K. Hiremath, Thomas Plötz
The Lifespan of Human Activity Recognition Systems for Smart Homes. Sensors 23 (18) (2023)
Vedant Das Swain, HyeokHyen Kwon, Sonia Sargolzaei, Bahador Saket, Mehrab Bin Morshed, Kathy Tran, Devashru Patel, Yexin Tian, Joshua Philipose, Yulai Cui, Thomas Plötz, Munmun De Choudhury, Gregory D. Abowd
Leveraging WiFi network logs to infer student collocation and its relationship with academic performance. EPJ Data Sci. 12 (1) (2023)
Devleena Das, Yasutaka Nishimura, Rajan P. Vivek, Naoto Takeda, Sean T. Fish, Thomas Plötz, Sonia Chernova
Explainable Activity Recognition for Smart Home Systems. ACM Trans. Interact. Intell. Syst. 13 (2) (2023)
Thomas Plötz
If only we had more data!: Sensor-Based Human Activity Recognition in Challenging Scenarios. PerCom Workshops (2023)
Shuai Shan, Yu Guan, Xin Guan, Paolo Missier, Thomas Plötz
On Training Strategies for LSTMs in Sensor-Based Human Activity Recognition. PerCom Workshops (2023)
Yasutaka Nishimura, Naoto Takeda, Roberto Legaspi, Kazushi Ikeda, Thomas Plötz, Sonia Chernova
Extraction of Important Temporal Order for eXplainable AI on Time-series data. PerCom Workshops (2023)
Srivatsa P, Thomas Plötz
Know Thy Neighbors: A Graph Based Approach for Effective Sensor-Based Human Activity Recognition in Smart Homes. CoRR (2023)
Harish Haresamudram, Irfan Essa, Thomas Plötz
Assessing the State of Self-Supervised Human Activity Recognition Using Wearables. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (3) (2022)
Zikang Leng, Yash Jain, HyeokHyen Kwon, Thomas Plötz
Fine-grained Human Activity Recognition Using Virtual On-body Acceleration Data. CoRR (2022)
Shruthi K. Hiremath, Yasutaka Nishimura, Sonia Chernova, Thomas Plötz
Bootstrapping Human Activity Recognition Systems for Smart Homes from Scratch. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (3) (2022)
Harish Haresamudram, Irfan Essa, Thomas Plötz
Assessing the State of Self-Supervised Human Activity Recognition using Wearables. CoRR (2022)
Mehrab Bin Morshed, Samruddhi Shreeram Kulkarni, Koustuv Saha, Richard Li, Leah G. Roper, Lama Nachman, Hong Lu, Lucia Mirabella, Sanjeev Srivastava, Kaya de Barbaro, Munmun De Choudhury, Thomas Plötz, Gregory D. Abowd
Food, Mood, Context: Examining College Students' Eating Context and Mental Well-being. ACM Trans. Comput. Heal. 3 (4) (2022)
Betsy DiSalvo, Dheeraj Bandaru, Qiaosi Wang, Hong Li, Thomas Plötz
Reading the Room: Automated, Momentary Assessment of Student Engagement in the Classroom: Are We There Yet? Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (3) (2022)
Thomas Plötz, Jennifer Healey, Kristof Van Laerhoven
ISWC 2020. IEEE Pervasive Comput. 20 (1) (2021)
Md. Mobashir Hasan Shandhi, William H. Bartlett, James Alex Heller, Mozziyar Etemadi, Aaron J. Young, Thomas Plötz, Omer T. Inan
Estimation of Instantaneous Oxygen Uptake During Exercise and Daily Activities Using a Wearable Cardio-Electromechanical and Environmental Sensor. IEEE J. Biomed. Health Informatics 25 (3) (2021)
HyeokHyen Kwon, Gregory D. Abowd, Thomas Plötz
Complex Deep Neural Networks from Large Scale Virtual IMU Data for Effective Human Activity Recognition Using Wearables. Sensors 21 (24) (2021)
HyeokHyen Kwon, Bingyao Wang, Gregory D. Abowd, Thomas Plötz
Approaching the Real-World: Supporting Activity Recognition Training with Virtual IMU Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (3) (2021)
Thomas Plötz
Applying Machine Learning for Sensor Data Analysis in Interactive Systems: Common Pitfalls of Pragmatic Use and Ways to Avoid Them. ACM Comput. Surv. 54 (6) (2021)
Aftab Khan, Sebastian Mellor, Rachel King, Balazs Janko, William S. Harwin, R. Simon Sherratt, Ian Craddock, Thomas Plötz
Generalized and Efficient Skill Assessment from IMU Data with Applications in Gymnastics and Medical Training. ACM Trans. Comput. Heal. 2 (1) (2021)
Bing Zhai, Yu Guan, Michael Catt, Thomas Plötz
Ubi-SleepNet: Advanced Multimodal Fusion Techniques for Three-stage Sleep Classification Using Ubiquitous Sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (4) (2021)
Harish Haresamudram, Irfan A. Essa, Thomas Plötz
Contrastive Predictive Coding for Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (2) (2021)
Shruthi K. Hiremath, Thomas Plötz
Deriving Effective Human Activity Recognition Systems through Objective Task Complexity Assessment. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (4) (2020)
Mehrab Bin Morshed, Koustuv Saha, Munmun De Choudhury, Gregory D. Abowd, Thomas Plötz
Measuring Self-Esteem with Passive Sensing. PervasiveHealth (2020)
Qiaosi Wang, Shan Jing, David Joyner, Lauren Wilcox, Hong Li, Thomas Plötz, Betsy DiSalvo
Sensing Affect to Empower Students: Learner Perspectives on Affect-Sensitive Technology in Large Educational Contexts. L@S (2020)
HyeokHyen Kwon, Catherine Tong, Harish Haresamudram, Yan Gao, Gregory D. Abowd, Nicholas D. Lane, Thomas Plötz
IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (3) (2020)
Harish Haresamudram, Apoorva Beedu, Varun Agrawal, Patrick L. Grady, Irfan A. Essa, Judy Hoffman, Thomas Plötz
Masked reconstruction based self-supervision for human activity recognition. ISWC (2020)
Vedant Das Swain, HyeokHyen Kwon, Bahador Saket, Mehrab Bin Morshed, K. Tran, D. Patel, Y. Tian, J. Philipose, Y. Cui, Thomas Plötz, Munmun De Choudhury, Gregory D. Abowd
Leveraging WiFi Network Logs to Infer Social Interactions: A Case Study of Academic Performance and Student Behavior. CoRR (2020)
X. Yao, Thomas Plötz, Mckensey Johnson, Kaya de Barbaro
Automated Detection of Infant Holding Using Wearable Sensing: Implications for Developmental Science and Intervention. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (2) (2019)
Mehrab Bin Morshed, Koustuv Saha, Richard Li, Sidney K. D'Mello, Munmun De Choudhury, Gregory D. Abowd, Thomas Plötz
Prediction of Mood Instability with Passive Sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (3) (2019)
Robin J. Thompson, Stephen G. Matthews, Thomas Plötz, Ilias Kyriazakis
Freedom to lie: How farrowing environment affects sow lying behaviour assessment using inertial sensors. Comput. Electron. Agric. 157 (2019)
Philip Schmidt, Robert Dürichen, Attila Reiss, Kristof Van Laerhoven, Thomas Plötz
Multi-target affect detection in the wild: an exploratory study. UbiComp (2019)
HyeokHyen Kwon, Gregory D. Abowd, Thomas Plötz
Handling annotation uncertainty in human activity recognition. UbiComp (2019)
Harish Haresamudram, David V. Anderson, Thomas Plötz
On the role of features in human activity recognition. UbiComp (2019)
Jake Cowton, Ilias Kyriazakis, Thomas Plötz, Jaume Bacardit
A Combined Deep Learning GRU-Autoencoder for the Early Detection of Respiratory Disease in Pigs Using Multiple Environmental Sensors. Sensors 18 (8) (2018)
Hong Li, Shishir Chawla, Richard Li, Sumeet Jain, Gregory D. Abowd, Thad Starner, Cheng Zhang, Thomas Plötz
Wristwash: towards automatic handwashing assessment using a wrist-worn device. UbiComp (2018)
Vishvak S. Murahari, Thomas Plötz
On attention models for human activity recognition. UbiComp (2018)
HyeokHyen Kwon, Gregory D. Abowd, Thomas Plötz
Adding structural characteristics to distribution-based accelerometer representations for activity recognition using wearables. UbiComp (2018)
Hong Li, Gregory D. Abowd, Thomas Plötz
On specialized window lengths and detector based human activity recognition. UbiComp (2018)
Stephen J. McKenna, Telmo Amaral, Thomas Plötz, Ilias Kyriazakis
Multi-part segmentation for porcine offal inspection with auto-context and adaptive atlases. Pattern Recognit. Lett. 112 (2018)
Thomas Plötz, Yu Guan
Deep Learning for Human Activity Recognition in Mobile Computing. Computer 51 (5) (2018)
Aftab Khan, James Nicholson, Thomas Plötz
Activity Recognition for Quality Assessment of Batting Shots in Cricket using a Hierarchical Representation. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
Yu Guan, Thomas Plötz
Ensembles of Deep LSTM Learners for Activity Recognition using Wearables. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (2) (2017)
Sara Nabil, David S. Kirk, Thomas Plötz, Julie Trueman, David J. Chatting, Dmitry Dereshev, Patrick Olivier
Interioractive: Smart Materials in the Hands of Designers and Architects for Designing Interactive Interiors. Conference on Designing Interactive Systems (2017)
Sara Nabil, Thomas Plötz, David S. Kirk
Interactive Architecture: Exploring and Unwrapping the Potentials of Organic User Interfaces. Tangible and Embedded Interaction (2017)
Aftab Khan, Nils Y. Hammerla, Sebastian Mellor, Thomas Plötz
Optimising sampling rates for accelerometer-based human activity recognition. Pattern Recognit. Lett. 73 (2016)
Telmo Amaral, Ilias Kyriazakis, Stephen J. McKenna, Thomas Plötz
Segmentation of organs in pig offal using auto-context. ISBI (2016)
Nils Y. Hammerla, Shane Halloran, Thomas Plötz
Deep, Convolutional, and Recurrent Models for Human Activity Recognition Using Wearables. IJCAI (2016)
Telmo Amaral, Ilias Kyriazakis, Stephen J. McKenna, Thomas Plötz
Weighted atlas auto-context with application to multiple organ segmentation. WACV (2016)
Robin J. Thompson, Stephanie M. Matheson, Thomas Plötz, Sandra A. Edwards, Ilias Kyriazakis
Porcine lie detectors: Automatic quantification of posture state and transitions in sows using inertial sensors. Comput. Electron. Agric. 127 (2016)
Aftab Khan, Sebastian Mellor, Eugen Berlin, Robin J. Thompson, Roisin McNaney, Patrick Olivier, Thomas Plötz
Beyond activity recognition: skill assessment from accelerometer data. UbiComp (2015)
Szilárd Vajda, Thomas Plötz, Gernot A. Fink
Camera-Based Whiteboard Reading for Understanding Mind Maps. Int. J. Pattern Recognit. Artif. Intell. 29 (3) (2015)
Michael A. Brown, Tim Coughlan, Thomas Plötz, Peter Tolmie, Gregory D. Abowd
Methods for Studying Technology in the Home. Interact. Comput. 27 (1) (2015)
Aftab Khan, Eugen Berlin, Sebastian Mellor, Robin J. Thompson, Nils Y. Hammerla, Roisin McNaney, Patrick Olivier, Thomas Plötz
How did I do?: Automatic Skill Assessment from Activity Data. GetMobile Mob. Comput. Commun. 19 (4) (2015)
Vinay Bettadapura, Grant Schindler, Thomas Plötz, Irfan A. Essa
Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition. CoRR (2015)
Tudor Miu, Paolo Missier, Thomas Plötz
Bootstrapping Personalised Human Activity Recognition Models Using Online Active Learning. CIT/IUCC/DASC/PICom (2015)
Robin J. Thompson, Ilias Kyriazakis, Amey Holden, Patrick Olivier, Thomas Plötz
Dancing with horses: automated quality feedback for dressage riders. UbiComp (2015)
Diana Nowacka, Nils Y. Hammerla, Chris Elsden, Thomas Plötz, David S. Kirk
Diri - the actuated helium balloon: a study of autonomous behaviour in interfaces. UbiComp (2015)
Reuben Kirkham, Carlton Shepherd, Thomas Plötz
BlobSnake: gamification of feature extraction for 'plug and play' human activity recognition. BCS HCI (2015)
Nils Y. Hammerla, Thomas Plötz
Let's (not) stick together: pairwise similarity biases cross-validation in activity recognition. UbiComp (2015)
Yachna Sharma, Thomas Plötz, Nils Y. Hammerla, Sebastian Mellor, Roisin McNaney, Patrick Olivier, Sandeep Deshmukh, Andrew McCaskie, Irfan A. Essa
Automated surgical OSATS prediction from videos. ISBI (2014)
Aftab Khan, James Nicholson, Sebastian Mellor, Daniel Jackson, Karim Ladha, Cassim Ladha, Jon Hand, Joseph Clarke, Patrick Olivier, Thomas Plötz
Occupancy monitoring using environmental & context sensors and a hierarchical analysis framework. BuildSys@SenSys (2014)
Sourav Bhattacharya, Petteri Nurmi, Nils Y. Hammerla, Thomas Plötz
Using unlabeled data in a sparse-coding framework for human activity recognition. Pervasive Mob. Comput. 15 (2014)
Tudor Miu, Paolo Missier, Daniel Roggen, Thomas Plötz
On strategies for budget-based online annotation in human activity recognition. UbiComp Adjunct (2014)
Sourav Bhattacharya, Petteri Nurmi, Nils Y. Hammerla, Thomas Plötz
Using Unlabeled Data in a Sparse-coding Framework for Human Activity Recognition. CoRR (2013)
Paul Seedhouse, Anne Preston, Patrick Olivier, Daniel Jackson, Phil Heslop, Thomas Plötz, Madeline Balaam, Saandia Ali
The French Digital Kitchen: Implementing Task-Based Language Teaching Beyond the Classroom. Int. J. Comput. Assist. Lang. Learn. Teach. 3 (1) (2013)
Cassim Ladha, Nils Y. Hammerla, Patrick Olivier, Thomas Plötz
ClimbAX: skill assessment for climbing enthusiasts. UbiComp (2013)
Matthias Kranz, Andreas Möller, Nils Y. Hammerla, Stefan Diewald, Thomas Plötz, Patrick Olivier, Luis Roalter
The mobile fitness coach: Towards individualized skill assessment using personalized mobile devices. Pervasive Mob. Comput. 9 (2) (2013)
Reuben Kirkham, Sebastian Mellor, David Philip Green, Jiun-Shian Lin, Karim Ladha, Cassim Ladha, Daniel Jackson, Patrick Olivier, Peter C. Wright, Thomas Plötz
The break-time barometer: an exploratory system forworkplace break-time social awareness. UbiComp (2013)
Andreas Möller, Luis Roalter, Stefan Diewald, Johannes Scherr, Matthias Kranz, Nils Y. Hammerla, Patrick Olivier, Thomas Plötz
GymSkill: A personal trainer for physical exercises. PerCom (2012)
Thomas Plötz, Nils Y. Hammerla, Agata Rozga, Andrea Reavis, Nathan A. Call, Gregory D. Abowd
Automatic assessment of problem behavior in individuals with developmental disabilities. UbiComp (2012)
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)
Clare J. Hooper, Anne Preston, Madeline Balaam, Paul Seedhouse, Daniel Jackson, Cuong Pham, Cassim Ladha, Karim Ladha, Thomas Plötz, Patrick Olivier
The french kitchen: task-based learning in an instrumented kitchen. UbiComp (2012)
Thomas Plötz, Chen Chen, Nils Y. Hammerla, Gregory D. Abowd
Automatic Synchronization of Wearable Sensors and Video-Cameras for Ground Truth Annotation - A Practical Approach. ISWC (2012)
Fahim Kawsar, Chris Speed, Alexander Kröner, Jens Haupert, Thomas Plötz, Daniel Schreiber
Digital Object Memories for the Internet of Things (DOMe-Iot). UbiComp (2012)
Alexander Kröner, Jens Haupert, Chris Speed, Fahim Kawsar, Thomas Plötz, Daniel Schreiber
Digital object memories for the internet of things (DOMe-IoT). UbiComp (2012)
Chi Harold Liu, Alexander Kröner, Chris Speed, Pan Hui, Fahim Kawsar, Wenjie Wang, Dan Wang, Thomas Plötz, Boris Brandherm, Michael Schneider, Jens Haupert, Peter Stephan
International workshop on networking and object memories for the internet of things (NOMe-IoT 2011). UbiComp (2011)
Jesse Hoey, Thomas Plötz, Daniel Jackson, Andrew Monk, Cuong Pham, Patrick Olivier
Rapid specification and automated generation of prompting systems to assist people with dementia. Pervasive Mob. Comput. 7 (3) (2011)
Juergen Wagner, Aart van Halteren, Jettie Hoonhout, Thomas Plötz, Cuong Pham, Paula Moynihan, Daniel Jackson, Cassim Ladha, Karim Ladha, Patrick Olivier
Towards a pervasive kitchen infrastructure for measuring cooking competence. PervasiveHealth (2011)
Roisin McNaney, Stephen Lindsay, Karim Ladha, Cassim Ladha, Guy Schofield, Thomas Plötz, Nils Y. Hammerla, Daniel Jackson, Richard Walker, Nick Miller, Patrick Olivier
Cueing for drooling in Parkinson's disease. CHI (2011)
Thomas Plötz, Nils Y. Hammerla, Patrick Olivier
Feature Learning for Activity Recognition in Ubiquitous Computing. IJCAI (2011)
Michael Schneider, Alexander Kröner, Peter Stephan, Thomas Plötz, Fahim Kawsar, Gerd Kortuem
Digital object memories in the internet of things workshop: (DOME-IoT 2010). UbiComp (Adjunct Papers) (2010)
Cuong Pham, Thomas Plötz, Patrick Olivier
A Dynamic Time Warping Approach to Real-Time Activity Recognition for Food Preparation. AmI (2010)
Thomas Plötz, Gernot A. Fink
Markov models for offline handwriting recognition: a survey. Int. J. Document Anal. Recognit. 12 (4) (2009)
Boris Schauerte, Thomas Plötz, Gernot A. Fink
A Multi-modal Attention System for Smart Environments. ICVS (2009)
Boris Schauerte, Jan Richarz, Thomas Plötz, Christian Thurau, Gernot A. Fink
Multi-modal and multi-camera attention in smart environments. ICMI (2009)
Kai Lienemann, Thomas Plötz, Gernot A. Fink
Stacking for Ensembles of Local Experts in Metabonomic Applications. MCS (2009)
Szilárd Vajda, Thomas Plötz, Gernot A. Fink
Layout Analysis for Camera-Based Whiteboard Notes. J. Univers. Comput. Sci. 15 (18) (2009)
Kai Lienemann, Thomas Plötz, Gernot A. Fink
Automatic Classification of NMR Spectra by Ensembles of Local Experts. SSPR/SPR (2008)
Kai Lienemann, Thomas Plötz, Gernot A. Fink
SVM ensemble classification of NMR spectra based on different configurations of data processing techniques. ICPR (2008)

Thomas Plötz.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Thomas Plötz