Thomas Plötz

133 papers A* 7A 5B 6C 3Misc 24Journal 57Unranked 29
YearRankTypeTitle / Venue / Authors
2026 A* conf
AgentSense: Virtual Sensor Data Generation Using LLM Agents in Simulated Home Environments.
AAAI
Zikang Leng, Megha Thukral, Yaqi Liu, Hrudhai Rajasekhar, Shruthi K. Hiremath, Jiaman He, Thomas Plötz
2025 J jnl
AgentSense: Virtual Sensor Data Generation Using LLM Agents in Simulated Home Environments.
CoRR
Zikang Leng, Megha Thukral, Yaqi Liu, Hrudhai Rajasekhar, Shruthi K. Hiremath, Thomas Plötz
2025 J jnl
Cross-Domain HAR: Few-Shot Transfer Learning for Human Activity Recognition.
ACM Trans. Intell. Syst. Technol.
Megha Thukral, Harish Haresamudram, Thomas Plötz
2025 J jnl
DISCOVER: Data-driven Identification of Sub-activities via Clustering and Visualization for Enhanced Activity Recognition in Smart Homes.
CoRR
Alexander Karpekov, Sonia Chernova, Thomas Plötz
2025 — conf
Generative AI and Foundation Models for Human Sensing (GenAI4HS).
UbiComp Companion
Harish Haresamudram, Chi Ian Tang, Megha Thukral, Vítor Fortes Rey, Sungho Suh, Bo Zhou, Paul Lukowicz, Thomas Plötz
2025 J jnl
Past, Present, and Future of Sensor-based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Harish Haresamudram, Chi Ian Tang, Sungho Suh, Paul Lukowicz, Thomas Plötz
2025 A* conf
ProxiCycle: Passively Mapping Cyclist Safety Using Smart Handlebars for Near-Miss Detection.
CHI
Joseph Breda, Keyu Chen, Thomas Plötz, Shwetak N. Patel
2025 J jnl
Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques.
CoRR
Zikang Leng, Archith Iyer, Thomas Plötz
2025 — conf
VISAR: Visualization and Interpretation of Sensor-based Activity Recognition for Smart Homes.
UbiComp Companion
Alexander Karpekov, Sonia Chernova, Thomas Plötz
2024 — conf
A Washing Machine is All You Need? On the Feasibility of Machine Data for Self-Supervised Human Activity Recognition.
ABC
Harish Haresamudram, Irfan Essa, Thomas Plötz
2024 C conf
Basketball Shooting Performance Analysis Using Multi-Modal Wearable and Mobile Sensing in Semi-Naturalistic Settings.
BSN
Sixuan Wu, Alexander Hoelzemann, Marius Bock, Kristof Van Laerhoven, Thomas Plötz, Alexander Travis Adams
2024 — conf
Emotion Recognition on the Go: Utilizing Wearable IMUs for Personalized Emotion Recognition.
UbiComp Companion
Zikang Leng, Myeongul Jung, Sungjin Hwang, Seungwoo Oh, Lizhe Zhang, Thomas Plötz, Kwanguk (Kenny) Kim
2024 — conf
Game of LLMs: Discovering Structural Constructs in Activities using Large Language Models.
UbiComp Companion
Shruthi K. Hiremath, Thomas Plötz
2024 J jnl
IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity Recognition.
CoRR
Zikang Leng, Amitrajit Bhattacharjee, Hrudhai Rajasekhar, Lizhe Zhang, Elizabeth Bruda, HyeokHyen Kwon, Thomas Plötz
2024 J jnl
IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Zikang Leng, Amitrajit Bhattacharjee, Hrudhai Rajasekhar, Lizhe Zhang, Elizabeth Bruda, HyeokHyen Kwon, Thomas Plötz
2024 — conf
Maintenance Required: Updating and Extending Bootstrapped Human Activity Recognition Systems for Smart Homes.
ABC
Shruthi K. Hiremath, Thomas Plötz
2024 Misc conf
More Data for People with Disabilities! Comparing Data Collection Efforts for Wheelchair Transportation Mode Detection.
ISWC
Sungjin Hwang, Zikang Leng, Seungwoo Oh, Kwanguk (Kenny) Kim, Thomas Plötz
2024 J jnl
Sensor event sequence prediction for proactive smart home: A GPT2-based autoregressive language model approach.
J. Ambient Intell. Smart Environ.
Naoto Takeda, Roberto Legaspi, Yasutaka Nishimura, Kazushi Ikeda, Atsunori Minamikawa, Thomas Plötz, Sonia Chernova
2024 — conf
Solving the Sensor-Based Activity Recognition Problem (SOAR): Self-Supervised, Multi-Modal Recognition of Activities from Wearable Sensors.
UbiComp Companion
Harish Haresamudram, Chi Ian Tang, Sungho Suh, Paul Lukowicz, Thomas Plötz
2024 J jnl
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition.
Sensors
Harish Haresamudram, Irfan Essa, Thomas Plötz
2024 J jnl
Using Graphs to Perform Effective Sensor-Based Human Activity Recognition in Smart Homes.
Sensors
Srivatsa P, Thomas Plötz
2023 C conf
ALLFA: Active Learning Through Label and Feature Augmentation.
ICMLA
Yasutaka Nishimura, Naoto Takeda, Roberto Legaspi, Kazushi Ikeda, Thomas Plötz, Sonia Chernova
2023 J jnl
ConvBoost: Boosting ConvNets for Sensor-based Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Shuai Shao, Yu Guan, Bing Zhai, Paolo Missier, Thomas Plötz
2023 J jnl
Explainable Activity Recognition for Smart Home Systems.
ACM Trans. Interact. Intell. Syst.
Devleena Das, Yasutaka Nishimura, Rajan P. Vivek, Naoto Takeda, Sean T. Fish, Thomas Plötz, Sonia Chernova
2023 — conf
Extraction of Important Temporal Order for eXplainable AI on Time-series data.
PerCom Workshops
Yasutaka Nishimura, Naoto Takeda, Roberto Legaspi, Kazushi Ikeda, Thomas Plötz, Sonia Chernova
2023 J jnl
Generating Virtual On-body Accelerometer Data from Virtual Textual Descriptions for Human Activity Recognition.
CoRR
Zikang Leng, HyeokHyen Kwon, Thomas Plötz
2023 Misc conf
How Much Unlabeled Data is Really Needed for Effective Self-Supervised Human Activity Recognition?
ISWC
Sourish Gunesh Dhekane, Harish Haresamudram, Megha Thukral, Thomas Plötz
2023 — conf
If only we had more data!: Sensor-Based Human Activity Recognition in Challenging Scenarios.
PerCom Workshops
Thomas Plötz
2023 A* conf
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition.
PERCOM
Harish Haresamudram, Irfan Essa, Thomas Plötz
2023 — conf
Keynote: Computational Behavior Analysis - Pushing the Boundaries Towards Usable Digital Health.
PerCom Workshops
Thomas Plötz
2023 J jnl
Know Thy Neighbors: A Graph Based Approach for Effective Sensor-Based Human Activity Recognition in Smart Homes.
CoRR
Srivatsa P, Thomas Plötz
2023 J jnl
Leveraging WiFi network logs to infer student collocation and its relationship with academic performance.
EPJ Data Sci.
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
2023 — conf
On Training Strategies for LSTMs in Sensor-Based Human Activity Recognition.
PerCom Workshops
Shuai Shan, Yu Guan, Xin Guan, Paolo Missier, Thomas Plötz
2023 J jnl
On the Benefit of Generative Foundation Models for Human Activity Recognition.
CoRR
Zikang Leng, HyeokHyen Kwon, Thomas Plötz
2023 Misc conf
Sensor Event Sequence Prediction for Proactive Smart Home Support Using Autoregressive Language Model.
IE
Naoto Takeda, Roberto Legaspi, Yasutaka Nishimura, Kazushi Ikeda, Atsunori Minamikawa, Thomas Plötz, Sonia Chernova
2023 J jnl
The Lifespan of Human Activity Recognition Systems for Smart Homes.
Sensors
Shruthi K. Hiremath, Thomas Plötz
2022 J jnl
Applying Machine Learning for Sensor Data Analysis in Interactive Systems: Common Pitfalls of Pragmatic Use and Ways to Avoid Them.
ACM Comput. Surv.
Thomas Plötz
2022 J jnl
Assessing the State of Self-Supervised Human Activity Recognition Using Wearables.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Harish Haresamudram, Irfan Essa, Thomas Plötz
2022 J jnl
Assessing the State of Self-Supervised Human Activity Recognition using Wearables.
CoRR
Harish Haresamudram, Irfan Essa, Thomas Plötz
2022 J jnl
Bootstrapping Human Activity Recognition Systems for Smart Homes from Scratch.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Shruthi K. Hiremath, Yasutaka Nishimura, Sonia Chernova, Thomas Plötz
2022 J jnl
Fine-grained Human Activity Recognition Using Virtual On-body Acceleration Data.
CoRR
Zikang Leng, Yash Jain, HyeokHyen Kwon, Thomas Plötz
2022 J jnl
Food, Mood, Context: Examining College Students' Eating Context and Mental Well-being.
ACM Trans. Comput. Heal.
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
2022 J jnl
Reading the Room: Automated, Momentary Assessment of Student Engagement in the Classroom: Are We There Yet?
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Betsy DiSalvo, Dheeraj Bandaru, Qiaosi Wang, Hong Li, Thomas Plötz
2021 J jnl
Approaching the Real-World: Supporting Activity Recognition Training with Virtual IMU Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
HyeokHyen Kwon, Bingyao Wang, Gregory D. Abowd, Thomas Plötz
2021 J jnl
Complex Deep Neural Networks from Large Scale Virtual IMU Data for Effective Human Activity Recognition Using Wearables.
Sensors
HyeokHyen Kwon, Gregory D. Abowd, Thomas Plötz
2021 J jnl
Contrastive Predictive Coding for Human Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Harish Haresamudram, Irfan A. Essa, Thomas Plötz
2021 J jnl
Estimation of Instantaneous Oxygen Uptake During Exercise and Daily Activities Using a Wearable Cardio-Electromechanical and Environmental Sensor.
IEEE J. Biomed. Health Informatics
Md Mobashir Hasan Shandhi, William H. Bartlett, James Alex Heller, Mozziyar Etemadi, Aaron J. Young, Thomas Plötz, Omer T. Inan
2021 J jnl
Generalized and Efficient Skill Assessment from IMU Data with Applications in Gymnastics and Medical Training.
ACM Trans. Comput. Heal.
Aftab Khan, Sebastian Mellor, Rachel King, Balazs Janko, William S. Harwin, R. Simon Sherratt, Ian Craddock, Thomas Plötz
2021 J jnl
ISWC 2020.
IEEE Pervasive Comput.
Thomas Plötz, Jennifer Healey, Kristof Van Laerhoven
2021 J jnl
Ubi-SleepNet: Advanced Multimodal Fusion Techniques for Three-stage Sleep Classification Using Ubiquitous Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Bing Zhai, Yu Guan, Michael Catt, Thomas Plötz
2020 J jnl
Deriving Effective Human Activity Recognition Systems through Objective Task Complexity Assessment.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Shruthi K. Hiremath, Thomas Plötz
2020 J jnl
IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
HyeokHyen Kwon, Catherine Tong, Harish Haresamudram, Yan Gao, Gregory D. Abowd, Nicholas D. Lane, Thomas Plötz
2020 J jnl
Leveraging WiFi Network Logs to Infer Social Interactions: A Case Study of Academic Performance and Student Behavior.
CoRR
Vedant Das Swain, HyeokHyen Kwon, Bahador Saket, Mehrab Bin Morshed, Kathy Tran, Devashru Patel, Yexin Tian, Joshua Philipose, Yulai Cui, Thomas Plötz, Munmun De Choudhury, Gregory D. Abowd
2020 Misc conf
Masked reconstruction based self-supervision for human activity recognition.
ISWC
Harish Haresamudram, Apoorva Beedu, Varun Agrawal, Patrick L. Grady, Irfan A. Essa, Judy Hoffman, Thomas Plötz
2020 — conf
Measuring Self-Esteem with Passive Sensing.
PervasiveHealth
Mehrab Bin Morshed, Koustuv Saha, Munmun De Choudhury, Gregory D. Abowd, Thomas Plötz
2020 B conf
Sensing Affect to Empower Students: Learner Perspectives on Affect-Sensitive Technology in Large Educational Contexts.
L@S
Qiaosi Wang, Shan Jing, David A. Joyner, Lauren Wilcox, Hong Li, Thomas Plötz, Betsy DiSalvo
2019 J jnl
Automated Detection of Infant Holding Using Wearable Sensing: Implications for Developmental Science and Intervention.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Xuewen Yao, Thomas Plötz, Mckensey Johnson, Kaya de Barbaro
2019 J jnl
Freedom to lie: How farrowing environment affects sow lying behaviour assessment using inertial sensors.
Comput. Electron. Agric.
Robin J. Thompson, Stephen G. Matthews, Thomas Plötz, Ilias Kyriazakis
2019 Misc conf
Handling annotation uncertainty in human activity recognition.
UbiComp
HyeokHyen Kwon, Gregory D. Abowd, Thomas Plötz
2019 Misc conf
Multi-target affect detection in the wild: an exploratory study.
UbiComp
Philip Schmidt, Robert Dürichen, Attila Reiss, Kristof Van Laerhoven, Thomas Plötz
2019 Misc conf
On the role of features in human activity recognition.
UbiComp
Harish Haresamudram, David V. Anderson, Thomas Plötz
2019 J jnl
Prediction of Mood Instability with Passive Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Mehrab Bin Morshed, Koustuv Saha, Richard Li, Sidney K. D'Mello, Munmun De Choudhury, Gregory D. Abowd, Thomas Plötz
2018 J jnl
A Combined Deep Learning GRU-Autoencoder for the Early Detection of Respiratory Disease in Pigs Using Multiple Environmental Sensors.
Sensors
Jake Cowton, Ilias Kyriazakis, Thomas Plötz, Jaume Bacardit
2018 Misc conf
Adding structural characteristics to distribution-based accelerometer representations for activity recognition using wearables.
UbiComp
HyeokHyen Kwon, Gregory D. Abowd, Thomas Plötz
2018 J jnl
Deep Learning for Human Activity Recognition in Mobile Computing.
Computer
Thomas Plötz, Yu Guan
2018 J jnl
Multi-part segmentation for porcine offal inspection with auto-context and adaptive atlases.
Pattern Recognit. Lett.
Stephen J. McKenna, Telmo Amaral, Thomas Plötz, Ilias Kyriazakis
2018 Misc conf
On attention models for human activity recognition.
UbiComp
Vishvak S. Murahari, Thomas Plötz
2018 Misc conf
On specialized window lengths and detector based human activity recognition.
UbiComp
Hong Li, Gregory D. Abowd, Thomas Plötz
2018 Misc conf
Wristwash: towards automatic handwashing assessment using a wrist-worn device.
UbiComp
Hong Li, Shishir Chawla, Richard Li, Sumeet Jain, Gregory D. Abowd, Thad Starner, Cheng Zhang, Thomas Plötz
2017 J jnl
Activity Recognition for Quality Assessment of Batting Shots in Cricket using a Hierarchical Representation.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Aftab Khan, James Nicholson, Thomas Plötz
2017 J jnl
Ensembles of Deep LSTM Learners for Activity Recognition using Wearables.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yu Guan, Thomas Plötz
2017 B conf
Interactive Architecture: Exploring and Unwrapping the Potentials of Organic User Interfaces.
TEI
Sara Nabil, Thomas Plötz, David S. Kirk
2017 A conf
Interioractive: Smart Materials in the Hands of Designers and Architects for Designing Interactive Interiors.
Conference on Designing Interactive Systems
Sara Nabil, David S. Kirk, Thomas Plötz, Julie Trueman, David J. Chatting, Dmitry Dereshev, Patrick Olivier
2016 A* conf
Deep, Convolutional, and Recurrent Models for Human Activity Recognition Using Wearables.
IJCAI
Nils Y. Hammerla, Shane Halloran, Thomas Plötz
2016 J jnl
Optimising sampling rates for accelerometer-based human activity recognition.
Pattern Recognit. Lett.
Aftab Khan, Nils Y. Hammerla, Sebastian Mellor, Thomas Plötz
2016 J jnl
Porcine lie detectors: Automatic quantification of posture state and transitions in sows using inertial sensors.
Comput. Electron. Agric.
Robin J. Thompson, Stephanie M. Matheson, Thomas Plötz, Sandra A. Edwards, Ilias Kyriazakis
2016 — conf
Segmentation of organs in pig offal using auto-context.
ISBI
Telmo Amaral, Ilias Kyriazakis, Stephen J. McKenna, Thomas Plötz
2016 A conf
Weighted atlas auto-context with application to multiple organ segmentation.
WACV
Telmo Amaral, Ilias Kyriazakis, Stephen J. McKenna, Thomas Plötz
2015 J jnl
Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition.
CoRR
Vinay Bettadapura, Grant Schindler, Thomas Plötz, Irfan A. Essa
2015 Misc conf
Beyond activity recognition: skill assessment from accelerometer data.
UbiComp
Aftab Khan, Sebastian Mellor, Eugen Berlin, Robin J. Thompson, Roisin McNaney, Patrick Olivier, Thomas Plötz
2015 — conf
BlobSnake: gamification of feature extraction for 'plug and play' human activity recognition.
BCS HCI
Reuben Kirkham, Carlton Shepherd, Thomas Plötz
2015 — conf
Bootstrapping Personalised Human Activity Recognition Models Using Online Active Learning.
CIT/IUCC/DASC/PICom
Tudor Miu, Paolo Missier, Thomas Plötz
2015 J jnl
Camera-Based Whiteboard Reading for Understanding Mind Maps.
Int. J. Pattern Recognit. Artif. Intell.
Szilárd Vajda, Thomas Plötz, Gernot A. Fink
2015 Misc conf
Dancing with horses: automated quality feedback for dressage riders.
UbiComp
Robin J. Thompson, Ilias Kyriazakis, Amey Holden, Patrick Olivier, Thomas Plötz
2015 Misc conf
Diri - the actuated helium balloon: a study of autonomous behaviour in interfaces.
UbiComp
Diana Nowacka, Nils Y. Hammerla, Chris Elsden, Thomas Plötz, David S. Kirk
2015 J jnl
How did I do?: Automatic Skill Assessment from Activity Data.
GetMobile Mob. Comput. Commun.
Aftab Khan, Eugen Berlin, Sebastian Mellor, Robin J. Thompson, Nils Y. Hammerla, Roisin McNaney, Patrick Olivier, Thomas Plötz
2015 Misc conf
Let's (not) stick together: pairwise similarity biases cross-validation in activity recognition.
UbiComp
Nils Y. Hammerla, Thomas Plötz
2015 J jnl
Methods for Studying Technology in the Home.
Interact. Comput.
Michael A. Brown, Tim Coughlan, Thomas Plötz, Peter Tolmie, Gregory D. Abowd
2014 — conf
Automated surgical OSATS prediction from videos.
ISBI
Yachna Sharma, Thomas Plötz, Nils Y. Hammerla, Sebastian Mellor, Roisin McNaney, Patrick Olivier, Sandeep Deshmukh, Andrew McCaskie, Irfan A. Essa
2014 — conf
Occupancy monitoring using environmental & context sensors and a hierarchical analysis framework.
BuildSys
Aftab Khan, James Nicholson, Sebastian Mellor, Daniel Jackson, Karim Ladha, Cassim Ladha, Jon Hand, Joseph Clarke, Patrick Olivier, Thomas Plötz
2014 — conf
On strategies for budget-based online annotation in human activity recognition.
UbiComp Adjunct
Tudor Miu, Paolo Missier, Daniel Roggen, Thomas Plötz
2014 J jnl
Using unlabeled data in a sparse-coding framework for human activity recognition.
Pervasive Mob. Comput.
Sourav Bhattacharya, Petteri Nurmi, Nils Y. Hammerla, Thomas Plötz
2013 Misc conf
ClimbAX: skill assessment for climbing enthusiasts.
UbiComp
Cassim Ladha, Nils Y. Hammerla, Patrick Olivier, Thomas Plötz
2013 J jnl
The French Digital Kitchen: Implementing Task-Based Language Teaching Beyond the Classroom.
Int. J. Comput. Assist. Lang. Learn. Teach.
Paul Seedhouse, Anne Preston, Patrick Olivier, Daniel Jackson, Phil Heslop, Thomas Plötz, Madeline Balaam, Saandia Ali
2013 Misc conf
The break-time barometer: an exploratory system forworkplace break-time social awareness.
UbiComp
Reuben Kirkham, Sebastian Mellor, David Philip Green, Jiun-Shian Lin, Karim Ladha, Cassim Ladha, Daniel Jackson, Patrick Olivier, Peter C. Wright, Thomas Plötz
2013 J jnl
The mobile fitness coach: Towards individualized skill assessment using personalized mobile devices.
Pervasive Mob. Comput.
Matthias Kranz, Andreas Möller, Nils Y. Hammerla, Stefan Diewald, Thomas Plötz, Patrick Olivier, Luis Roalter
2013 J jnl
Using Unlabeled Data in a Sparse-coding Framework for Human Activity Recognition.
CoRR
Sourav Bhattacharya, Petteri Nurmi, Nils Y. Hammerla, Thomas Plötz
2012 Misc conf
Automatic Synchronization of Wearable Sensors and Video-Cameras for Ground Truth Annotation - A Practical Approach.
ISWC
Thomas Plötz, Chen Chen, Nils Y. Hammerla, Gregory D. Abowd
2012 Misc conf
Automatic assessment of problem behavior in individuals with developmental disabilities.
UbiComp
Thomas Plötz, Nils Y. Hammerla, Agata Rozga, Andrea Reavis, Nathan A. Call, Gregory D. Abowd
2012 Misc conf
Digital Object Memories for the Internet of Things (DOMe-Iot).
UbiComp
Fahim Kawsar, Chris Speed, Alexander Kröner, Jens Haupert, Thomas Plötz, Daniel Schreiber
2012 Misc conf
Digital object memories for the internet of things (DOMe-IoT).
UbiComp
Alexander Kröner, Jens Haupert, Chris Speed, Fahim Kawsar, Thomas Plötz, Daniel Schreiber
2012 A* conf
GymSkill: A personal trainer for physical exercises.
PerCom
Andreas Möller, Luis Roalter, Stefan Diewald, Johannes Scherr, Matthias Kranz, Nils Y. Hammerla, Patrick Olivier, Thomas Plötz
2012 Misc conf
Recognizing water-based activities in the home through infrastructure-mediated sensing.
UbiComp
Edison Thomaz, Vinay Bettadapura, Gabriel Reyes, Megha Sandesh, Grant Schindler, Thomas Plötz, Gregory D. Abowd, Irfan A. Essa
2012 Misc conf
The french kitchen: task-based learning in an instrumented kitchen.
UbiComp
Clare J. Hooper, Anne Preston, Madeline Balaam, Paul Seedhouse, Daniel Jackson, Cuong Pham, Cassim Ladha, Karim Ladha, Thomas Plötz, Patrick Olivier
2011 A* conf
Cueing for drooling in Parkinson's disease.
CHI
Roisin McNaney, Stephen Lindsay, Karim Ladha, Cassim Ladha, Guy Schofield, Thomas Plötz, Nils Y. Hammerla, Daniel Jackson, Richard Walker, Nick Miller, Patrick Olivier
2011 A* conf
Feature Learning for Activity Recognition in Ubiquitous Computing.
IJCAI
Thomas Plötz, Nils Y. Hammerla, Patrick Olivier
2011 Misc conf
International workshop on networking and object memories for the internet of things (NOMe-IoT 2011).
UbiComp
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
2011 — book
Markov Models for Handwriting Recognition.
Thomas Plötz, Gernot A. Fink
2011 J jnl
Rapid specification and automated generation of prompting systems to assist people with dementia.
Pervasive Mob. Comput.
Jesse Hoey, Thomas Plötz, Daniel Jackson, Andrew Monk, Cuong Pham, Patrick Olivier
2011 — conf
Towards a pervasive kitchen infrastructure for measuring cooking competence.
PervasiveHealth
Juergen Wagner, Aart van Halteren, Jettie Hoonhout, Thomas Plötz, Cuong Pham, Paula Moynihan, Daniel Jackson, Cassim Ladha, Karim Ladha, Patrick Olivier
2010 — conf
A Dynamic Time Warping Approach to Real-Time Activity Recognition for Food Preparation.
AmI
Cuong Pham, Thomas Plötz, Patrick Olivier
2010 — conf
Digital object memories in the internet of things workshop: (DOME-IoT 2010).
UbiComp (Adjunct Papers)
Michael Schneider, Alexander Kröner, Peter Stephan, Thomas Plötz, Fahim Kawsar, Gerd Kortuem
2009 C conf
A Multi-modal Attention System for Smart Environments.
ICVS
Boris Schauerte, Thomas Plötz, Gernot A. Fink
2009 J jnl
Layout Analysis for Camera-Based Whiteboard Notes.
J. Univers. Comput. Sci.
Szilárd Vajda, Thomas Plötz, Gernot A. Fink
2009 J jnl
Markov models for offline handwriting recognition: a survey.
Int. J. Document Anal. Recognit.
Thomas Plötz, Gernot A. Fink
2009 B conf
Multi-modal and multi-camera attention in smart environments.
ICMI
Boris Schauerte, Jan Richarz, Thomas Plötz, Christian Thurau, Gernot A. Fink
2009 — conf
Stacking for Ensembles of Local Experts in Metabonomic Applications.
MCS
Kai Lienemann, Thomas Plötz, Gernot A. Fink
2008 — conf
Automatic Classification of NMR Spectra by Ensembles of Local Experts.
SSPR/SPR
Kai Lienemann, Thomas Plötz, Gernot A. Fink
2008 B conf
Calibration-free camera hand-over for fast and reliable person tracking in multi-camera setups.
ICPR
Birgit Möller, Thomas Plötz, Gernot A. Fink
2008 B conf
Real-time detection and interpretation of 3D deictic gestures for interactionwith an intelligent environment.
ICPR
Jan Richarz, Thomas Plötz, Gernot A. Fink
2008 B conf
SVM ensemble classification of NMR spectra based on different configurations of data processing techniques.
ICPR
Kai Lienemann, Thomas Plötz, Gernot A. Fink
2008 — conf
Towards Human Centered Ambient Intelligence.
AmI
Thomas Plötz, Christian Kleine-Cosack, Gernot A. Fink
2007 — conf
Evaluating Ubiquitous Systems with Users (Workshop Summary).
AmI Workshops
Christian Kray, Lars Bo Larsen, Patrick Olivier, Margit Biemans, Arthur H. van Bunningen, Mirko Fetter, Tim Jay, Vassilis-Javed Khan, Gerhard Leitner, Ingrid Mulder, Jörg Müller, Thomas Plötz, Irene López de Vallejo
2007 — conf
On the Application of SVM-Ensembles Based on Adapted Random Subspace Sampling for Automatic Classification of NMR Data.
MCS
Kai Lienemann, Thomas Plötz, Gernot A. Fink
2007 A conf
On the Use of Context-Dependent Modeling Units for HMM-Based Offline Handwriting Recognition.
ICDAR
Gernot A. Fink, Thomas Plötz
2006 — conf
Automatic Detection of Song Changes in Music Mixes Using Stochastic Models.
ICPR (3)
Thomas Plötz, Gernot A. Fink, Peter Husemann, Sven Kanies, Kai Lienemann, Tobias Marschall, Marcel Martin, Lars Schillingmann, Matthias Steinrücken, Henner Sudek
2006 J jnl
Pattern recognition methods for advanced stochastic protein sequence analysis using HMMs.
Pattern Recognit.
Thomas Plötz, Gernot A. Fink
2005 — —
Advanced stochastic protein sequence analysis (Neue Ansätze zur Analyse von Proteinsequenzen mit Hidden-Markov-Modellen)
Thomas Plötz
2005 A conf
On Appearance-Based Feature Extraction Methods for Writer-Independent Handwritten Text Recognition.
ICDAR
Gernot A. Fink, Thomas Plötz
2004 — conf
Feature Extraction for Improved Profile HMM based Biological Sequence Analysis.
ICPR (2)
Thomas Plötz, Gernot A. Fink
2004 — conf
Integrating speaker identification and learning with adaptive speech recognition.
Odyssey
Gernot A. Fink, Thomas Plötz
2003 J jnl
Multi-modal anchoring for human-robot interaction.
Robotics Auton. Syst.
Jannik Fritsch, Marcus Kleinehagenbrock, Sebastian Lang, Thomas Plötz, Gernot A. Fink, Gerhard Sagerer
2002 A conf
Robust time-synchronous environmental adaptation for continuous speech recognition systems.
INTERSPEECH
Thomas Plötz, Gernot A. Fink