Robust time-synchronous environmental adaptation for continuous speech recognition systems. - Thomas Plötz; Gernot A. Fink (INTERSPEECH, 2002)

Multi-modal anchoring for human-robot interaction. - Jannik Fritsch; Marcus Kleinehagenbrock; Sebastian Lang 002; Thomas Plötz; Gernot A. Fink; Gerhard Sagerer (Robotics Auton. Syst., 2003)

Feature Extraction for Improved Profile HMM based Biological Sequence Analysis. - Thomas Plötz; Gernot A. Fink (ICPR (2), 2004)

Integrating speaker identification and learning with adaptive speech recognition. - Gernot A. Fink; Thomas Plötz (Odyssey, 2004)

On Appearance-Based Feature Extraction Methods for Writer-Independent Handwritten Text Recognition. - Gernot A. Fink; Thomas Plötz (ICDAR, 2005)

Advanced stochastic protein sequence analysis (Neue Ansätze zur Analyse von Proteinsequenzen mit Hidden-Markov-Modellen) - Thomas Plötz (2005)

Automatic Detection of Song Changes in Music Mixes Using Stochastic Models. - Thomas Plötz; Gernot A. Fink; Peter Husemann; Sven Kanies; Kai Lienemann; Tobias Marschall; Marcel Martin; Lars Schillingmann; Matthias Steinrücken; Henner Sudek (ICPR (3), 2006)

Pattern recognition methods for advanced stochastic protein sequence analysis using HMMs. - Thomas Plötz; Gernot A. Fink (Pattern Recognit., 2006)

Evaluating Ubiquitous Systems with Users (Workshop Summary). - 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 001; Thomas Plötz; et al. (AmI Workshops, 2007)

On the Use of Context-Dependent Modeling Units for HMM-Based Offline Handwriting Recognition. - Gernot A. Fink; Thomas Plötz (ICDAR, 2007)

On the Application of SVM-Ensembles Based on Adapted Random Subspace Sampling for Automatic Classification of NMR Data. - Kai Lienemann; Thomas Plötz; Gernot A. Fink (MCS, 2007)

Towards Human Centered Ambient Intelligence. - Thomas Plötz; Christian Kleine-Cosack; Gernot A. Fink (AmI, 2008)

SVM ensemble classification of NMR spectra based on different configurations of data processing techniques. - Kai Lienemann; Thomas Plötz; Gernot A. Fink (ICPR, 2008)

Calibration-free camera hand-over for fast and reliable person tracking in multi-camera setups. - Birgit Möller 001; Thomas Plötz; Gernot A. Fink (ICPR, 2008)

Real-time detection and interpretation of 3D deictic gestures for interactionwith an intelligent environment. - Jan Richarz; Thomas Plötz; Gernot A. Fink (ICPR, 2008)

Automatic Classification of NMR Spectra by Ensembles of Local Experts. - Kai Lienemann; Thomas Plötz; Gernot A. Fink (SSPR/SPR, 2008)

Multi-modal and multi-camera attention in smart environments. - Boris Schauerte; Jan Richarz; Thomas Plötz; Christian Thurau; Gernot A. Fink (ICMI, 2009)

A Multi-modal Attention System for Smart Environments. - Boris Schauerte; Thomas Plötz; Gernot A. Fink (ICVS, 2009)

Stacking for Ensembles of Local Experts in Metabonomic Applications. - Kai Lienemann; Thomas Plötz; Gernot A. Fink (MCS, 2009)

Markov models for offline handwriting recognition: a survey. - Thomas Plötz; Gernot A. Fink (Int. J. Document Anal. Recognit., 2009)

Layout Analysis for Camera-Based Whiteboard Notes. - Szilárd Vajda; Thomas Plötz; Gernot A. Fink (J. Univers. Comput. Sci., 2009)

A Dynamic Time Warping Approach to Real-Time Activity Recognition for Food Preparation. - Cuong Pham 001; Thomas Plötz; Patrick Olivier (AmI, 2010)

Digital object memories in the internet of things workshop: (DOME-IoT 2010). - Michael Schneider 003; Alexander Kröner; Peter Stephan; Thomas Plötz; Fahim Kawsar; Gerd Kortuem (UbiComp (Adjunct Papers), 2010)

Cueing for drooling in Parkinson's disease. - Roisin McNaney; Stephen Lindsay; Karim Ladha; Cassim Ladha; Guy Schofield; Thomas Plötz; Nils Y. Hammerla; Daniel Jackson 002; Richard Walker 005; Nick Miller; Patrick Olivier (CHI, 2011)

International workshop on networking and object memories for the internet of things (NOMe-IoT 2011). - Chi Harold Liu; Alexander Kröner; Chris Speed; Pan Hui 001; Fahim Kawsar; Wenjie Wang; Dan Wang 002; Thomas Plötz; Boris Brandherm; Michael Schneider 003; Jens Haupert; Peter Stephan (UbiComp, 2011)

Feature Learning for Activity Recognition in Ubiquitous Computing. - Thomas Plötz; Nils Y. Hammerla; Patrick Olivier (IJCAI, 2011)

Towards a pervasive kitchen infrastructure for measuring cooking competence. - Juergen Wagner; Aart van Halteren; Jettie Hoonhout; Thomas Plötz; Cuong Pham 001; Paula Moynihan; Daniel Jackson 002; Cassim Ladha; Karim Ladha; Patrick Olivier (PervasiveHealth, 2011)

Rapid specification and automated generation of prompting systems to assist people with dementia. - Jesse Hoey; Thomas Plötz; Daniel Jackson 002; Andrew Monk; Cuong Pham 001; Patrick Olivier (Pervasive Mob. Comput., 2011)

Markov Models for Handwriting Recognition. - Thomas Plötz; Gernot A. Fink (Springer, 2011)

The french kitchen: task-based learning in an instrumented kitchen. - Clare J. Hooper; Anne Preston; Madeline Balaam; Paul Seedhouse; Daniel Jackson 002; Cuong Pham 001; Cassim Ladha; Karim Ladha; Thomas Plötz; Patrick Olivier (UbiComp, 2012)

Digital object memories for the internet of things (DOMe-IoT). - Alexander Kröner; Jens Haupert; Chris Speed; Fahim Kawsar; Thomas Plötz; Daniel Schreiber (UbiComp, 2012)

Automatic assessment of problem behavior in individuals with developmental disabilities. - Thomas Plötz; Nils Y. Hammerla; Agata Rozga; Andrea Reavis; Nathan A. Call; Gregory D. Abowd (UbiComp, 2012)

Recognizing water-based activities in the home through infrastructure-mediated sensing. - Edison Thomaz; Vinay Bettadapura; Gabriel Reyes; Megha Sandesh; Grant Schindler; Thomas Plötz; Gregory D. Abowd; Irfan A. Essa (UbiComp, 2012)

Automatic Synchronization of Wearable Sensors and Video-Cameras for Ground Truth Annotation - A Practical Approach. - Thomas Plötz; Chen Chen; Nils Y. Hammerla; Gregory D. Abowd (ISWC, 2012)

GymSkill: A personal trainer for physical exercises. - Andreas Möller; Luis Roalter; Stefan Diewald; Johannes Scherr; Matthias Kranz; Nils Y. Hammerla; Patrick Olivier; Thomas Plötz (PerCom, 2012)

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 (CHI Extended Abstracts, 2013)

Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition. - Vinay Bettadapura; Grant Schindler; Thomas Ploetz; Irfan A. Essa (CVPR, 2013)

Automatic correction of annotation boundaries in activity datasets by class separation maximization. - Reuben Kirkham; Aftab Khan 001; Sourav Bhattacharya; Nils Y. Hammerla; Sebastian Mellor; Daniel Roggen; Thomas Ploetz (UbiComp (Adjunct Publication), 2013)

The break-time barometer: an exploratory system forworkplace break-time social awareness. - Reuben Kirkham; Sebastian Mellor; David Philip Green; Jiun-Shian Lin; Karim Ladha; Cassim Ladha; Daniel Jackson 002; Patrick Olivier; Peter C. Wright; Thomas Plötz (UbiComp, 2013)

Dog's life: wearable activity recognition for dogs. - Cassim Ladha; Nils Y. Hammerla; Emma Hughes; Patrick Olivier; Thomas Ploetz (UbiComp, 2013)

ClimbAX: skill assessment for climbing enthusiasts. - Cassim Ladha; Nils Y. Hammerla; Patrick Olivier; Thomas Plötz (UbiComp, 2013)

FoodBoard: surface contact imaging for food recognition. - Cuong Pham 001; Daniel Jackson 002; Johannes Schöning; Tom Bartindale; Thomas Ploetz; Patrick Olivier (UbiComp, 2013)

On preserving statistical characteristics of accelerometry data using their empirical cumulative distribution. - Nils Y. Hammerla; Reuben Kirkham; Peter Andras 001; Thomas Ploetz (ISWC, 2013)

The French Digital Kitchen: Implementing Task-Based Language Teaching Beyond the Classroom. - Paul Seedhouse; Anne Preston; Patrick Olivier; Daniel Jackson 002; Phil Heslop; Thomas Plötz; Madeline Balaam; Saandia Ali (Int. J. Comput. Assist. Lang. Learn. Teach., 2013)

The mobile fitness coach: Towards individualized skill assessment using personalized mobile devices. - Matthias Kranz; Andreas Möller; Nils Y. Hammerla; Stefan Diewald; Thomas Plötz; Patrick Olivier; Luis Roalter (Pervasive Mob. Comput., 2013)

HomeSys 2014. - Tim Coughlan; Rob Comber; Richard Mortier; Thomas Ploetz; Val Mitchell (UbiComp Adjunct, 2014)

On strategies for budget-based online annotation in human activity recognition. - Tudor Miu; Paolo Missier; Daniel Roggen; Thomas Plötz (UbiComp Adjunct, 2014)

Automated surgical OSATS prediction from videos. - Yachna Sharma; Thomas Plötz; Nils Y. Hammerla; Sebastian Mellor; Roisin McNaney; Patrick Olivier; Sandeep Deshmukh; Andrew McCaskie; Irfan A. Essa (ISBI, 2014)

Occupancy monitoring using environmental & context sensors and a hierarchical analysis framework. - Aftab Khan 001; James Nicholson; Sebastian Mellor; Daniel Jackson 002; Karim Ladha; Cassim Ladha; Jon Hand; Joseph Clarke; Patrick Olivier; Thomas Plötz (BuildSys, 2014)

Using unlabeled data in a sparse-coding framework for human activity recognition. - Sourav Bhattacharya; Petteri Nurmi; Nils Y. Hammerla; Thomas Plötz (Pervasive Mob. Comput., 2014)

Bootstrapping Personalised Human Activity Recognition Models Using Online Active Learning. - Tudor Miu; Paolo Missier; Thomas Plötz (CIT/IUCC/DASC/PICom, 2015)

PD Disease State Assessment in Naturalistic Environments Using Deep Learning. - Nils Yannick Hammerla; James Fisher; Peter Andras 001; Lynn Rochester; Richard Walker 005; Thomas Ploetz (AAAI, 2015)

CueS: cueing for upper limb rehabilitation in stroke. - Amey Holden; Roisin McNaney; Madeline Balaam; Robin J. Thompson; Nils Y. Hammerla; Thomas Ploetz; Daniel Jackson 002; Christopher Price; Lianne Brkic; Patrick Olivier (BCS HCI, 2015)

BlobSnake: gamification of feature extraction for 'plug and play' human activity recognition. - Reuben Kirkham; Carlton Shepherd; Thomas Plötz (BCS HCI, 2015)

Let's (not) stick together: pairwise similarity biases cross-validation in activity recognition. - Nils Y. Hammerla; Thomas Plötz (UbiComp, 2015)

Beyond activity recognition: skill assessment from accelerometer data. - Aftab Khan 001; Sebastian Mellor; Eugen Berlin; Robin J. Thompson; Roisin McNaney; Patrick Olivier; Thomas Plötz (UbiComp, 2015)

Diri - the actuated helium balloon: a study of autonomous behaviour in interfaces. - Diana Nowacka; Nils Y. Hammerla; Chris Elsden; Thomas Plötz; David S. Kirk (UbiComp, 2015)

Dancing with horses: automated quality feedback for dressage riders. - Robin J. Thompson; Ilias Kyriazakis; Amey Holden; Patrick Olivier; Thomas Plötz (UbiComp, 2015)

Archival Liveness: Designing with Collections Before and During Cataloguing and Digitization. - Tom Schofield; David S. Kirk; Telmo Amaral; Marian Dörk; Mitchell Whitelaw; Guy Schofield; Thomas Ploetz (Digit. Humanit. Q., 2015)

Camera-Based Whiteboard Reading for Understanding Mind Maps. - Szilárd Vajda; Thomas Plötz; Gernot A. Fink (Int. J. Pattern Recognit. Artif. Intell., 2015)

Methods for Studying Technology in the Home. - Michael A. Brown; Tim Coughlan; Thomas Plötz; Peter Tolmie; Gregory D. Abowd (Interact. Comput., 2015)

How did I do?: Automatic Skill Assessment from Activity Data. - Aftab Khan 001; Eugen Berlin; Sebastian Mellor; Robin J. Thompson; Nils Y. Hammerla; Roisin McNaney; Patrick Olivier; Thomas Plötz (GetMobile Mob. Comput. Commun., 2015)

Deep, Convolutional, and Recurrent Models for Human Activity Recognition Using Wearables. - Nils Y. Hammerla; Shane Halloran; Thomas Plötz (IJCAI, 2016)

Segmentation of organs in pig offal using auto-context. - Telmo Amaral; Ilias Kyriazakis; Stephen J. McKenna; Thomas Plötz (ISBI, 2016)

Weighted atlas auto-context with application to multiple organ segmentation. - Telmo Amaral; Ilias Kyriazakis; Stephen J. McKenna; Thomas Plötz (WACV, 2016)

Automated video-based assessment of surgical skills for training and evaluation in medical schools. - Aneeq Zia; Yachna Sharma; Vinay Bettadapura; Eric L. Sarin; Thomas Ploetz; Mark A. Clements; Irfan A. Essa (Int. J. Comput. Assist. Radiol. Surg., 2016)

Porcine lie detectors: Automatic quantification of posture state and transitions in sows using inertial sensors. - Robin J. Thompson; Stephanie M. Matheson; Thomas Plötz; Sandra A. Edwards; Ilias Kyriazakis (Comput. Electron. Agric., 2016)

Optimising sampling rates for accelerometer-based human activity recognition. - Aftab Khan 001; Nils Y. Hammerla; Sebastian Mellor; Thomas Plötz (Pattern Recognit. Lett., 2016)

Prototyping Ubiquitous Imaging Surfaces. - Kyle Montague; Daniel Jackson 002; Tobias Brühwiler; Tom Bartindale; Gerard Wilkinson; Patrick Olivier; Otmar Hilliges; Thomas Ploetz (Conference on Designing Interactive Systems, 2017)

Interioractive: Smart Materials in the Hands of Designers and Architects for Designing Interactive Interiors. - Sara Nabil; David S. Kirk; Thomas Plötz; Julie Trueman; David J. Chatting; Dmitry Dereshev; Patrick Olivier (Conference on Designing Interactive Systems, 2017)

FingOrbits: interaction with wearables using synchronized thumb movements. - Cheng Zhang 011; Xiaoxuan Wang; Anandghan Waghmare; Sumeet Jain; Thomas Ploetz; Omer T. Inan; Thad E. Starner; Gregory D. Abowd (ISWC, 2017)

Interactive Architecture: Exploring and Unwrapping the Potentials of Organic User Interfaces. - Sara Nabil; Thomas Plötz; David S. Kirk (TEI, 2017)

Ensembles of Deep LSTM Learners for Activity Recognition using Wearables. - Yu Guan; Thomas Plötz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

Activity Recognition for Quality Assessment of Batting Shots in Cricket using a Hierarchical Representation. - Aftab Khan 001; James Nicholson; Thomas Plötz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

FingerSound: Recognizing unistroke thumb gestures using a ring. - Cheng Zhang 011; Anandghan Waghmare; Pranav Kundra; Yiming Pu; Scott M. Gilliland; Thomas Ploetz; Thad E. Starner; Omer T. Inan; Gregory D. Abowd (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

Designing Future Ubiquitous Homes with OUI Interiors: Possibilities and Challenges. - Sara Nabil; David S. Kirk; Thomas Ploetz; Peter C. Wright (IxD&A, 2017)

FingerPing: Recognizing Fine-grained Hand Poses using Active Acoustic On-body Sensing. - Cheng Zhang 011; 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 (CHI, 2018)

Adding structural characteristics to distribution-based accelerometer representations for activity recognition using wearables. - HyeokHyen Kwon; Gregory D. Abowd; Thomas Plötz (UbiComp, 2018)

On specialized window lengths and detector based human activity recognition. - Hong Li; Gregory D. Abowd; Thomas Plötz (UbiComp, 2018)

Wristwash: towards automatic handwashing assessment using a wrist-worn device. - Hong Li; Shishir Chawla; Richard Li 002; Sumeet Jain; Gregory D. Abowd; Thad Starner; Cheng Zhang 011; Thomas Plötz (UbiComp, 2018)

On attention models for human activity recognition. - Vishvak S. Murahari; Thomas Plötz (UbiComp, 2018)

Seesaw: rapid one-handed synchronous gesture interface for smartwatches. - Jason Wu 001; Cooper Colglazier; Adhithya Ravishankar; Yuyan Duan; Yuanbo Wang 001; Thomas Ploetz; Thad Starner (UbiComp, 2018)

Deep Learning for Human Activity Recognition in Mobile Computing. - Thomas Plötz; Yu Guan (Computer, 2018)

Adaptive App Design by Detecting Handedness. - Kriti Nelavelli; Thomas Ploetz (CoRR, 2018)

Detecting home locations from CDR data: introducing spatial uncertainty to the state-of-the-art. - Maarten Vanhoof; Fernando Reis; Zbigniew Smoreda; Thomas Ploetz (CoRR, 2018)

Assessing the quality of home detection from mobile phone data for official statistics. - Maarten Vanhoof; Fernando Reis; Thomas Ploetz; Zbigniew Smoreda (CoRR, 2018)

Geographical veracity of indicators derived from mobile phone data. - Maarten Vanhoof; Thomas Ploetz; Zbigniew Smoreda (CoRR, 2018)

Robust Cross-View Gait Identification with Evidence: A Discriminant Gait GAN (DiGGAN) Approach on 10000 People. - BingZhang Hu; Yan Gao 016; Yu Guan; Yang Long 001; Nicholas D. Lane; Thomas Ploetz (CoRR, 2018)

ISWC 2017: Riding the Waves of Wearables. - Thomas Ploetz; Jennifer Healey (IEEE Pervasive Comput., 2018)

Multi-part segmentation for porcine offal inspection with auto-context and adaptive atlases. - Stephen J. McKenna; Telmo Amaral; Thomas Plötz; Ilias Kyriazakis (Pattern Recognit. Lett., 2018)

A Combined Deep Learning GRU-Autoencoder for the Early Detection of Respiratory Disease in Pigs Using Multiple Environmental Sensors. - Jake Cowton; Ilias Kyriazakis; Thomas Plötz; Jaume Bacardit (Sensors, 2018)

A Unified Model for User Identification on Multi-Touch Surfaces: A Survey and Meta-Analysis. - Ahmed Kharrufa; Thomas Ploetz; Patrick Olivier (ACM Trans. Comput. Hum. Interact., 2018)

On the role of features in human activity recognition. - Harish Haresamudram; David V. Anderson; Thomas Plötz (UbiComp, 2019)

Handling annotation uncertainty in human activity recognition. - HyeokHyen Kwon; Gregory D. Abowd; Thomas Plötz (UbiComp, 2019)

Multi-target affect detection in the wild: an exploratory study. - Philip Schmidt 001; Robert Dürichen; Attila Reiss; Kristof Van Laerhoven; Thomas Plötz (UbiComp, 2019)

Recognition Of Atypical Behavior In Autism Diagnosis From Video Using Pose Estimation Over Time. - Kathan Vyas; Rui Ma; Behnaz Rezaei; Shuangjun Liu; Michael Neubauer 004; Thomas Ploetz; Ronald Oberleitner; Sarah Ostadabbas (MLSP, 2019)

Freedom to lie: How farrowing environment affects sow lying behaviour assessment using inertial sensors. - Robin J. Thompson; Stephen G. Matthews 001; Thomas Plötz; Ilias Kyriazakis (Comput. Electron. Agric., 2019)

Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers. - Yan Gao 016; Yang Long 001; Yu Guan; Anna Basu; Jessica Baggaley; Thomas Ploetz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019)

Prediction of Mood Instability with Passive Sensing. - Mehrab Bin Morshed; Koustuv Saha; Richard Li 002; Sidney K. D'Mello; Munmun De Choudhury; Gregory D. Abowd; Thomas Plötz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019)

Automated Detection of Infant Holding Using Wearable Sensing: Implications for Developmental Science and Intervention. - Xuewen Yao; Thomas Plötz; Mckensey Johnson; Kaya de Barbaro (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019)

Masked reconstruction based self-supervision for human activity recognition. - Harish Haresamudram; Apoorva Beedu; Varun Agrawal; Patrick L. Grady; Irfan A. Essa; Judy Hoffman; Thomas Plötz (ISWC, 2020)

Sensing Affect to Empower Students: Learner Perspectives on Affect-Sensitive Technology in Large Educational Contexts. - Qiaosi Wang; Shan Jing; David A. Joyner; Lauren Wilcox; Hong Li; Thomas Plötz; Betsy DiSalvo (L@S, 2020)

Measuring Self-Esteem with Passive Sensing. - Mehrab Bin Morshed; Koustuv Saha; Munmun De Choudhury; Gregory D. Abowd; Thomas Plötz (PervasiveHealth, 2020)

Leveraging WiFi Network Logs to Infer Social Interactions: A Case Study of Academic Performance and Student Behavior. - 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 (CoRR, 2020)

Transfer Learning for Activity Recognition in Mobile Health. - Yuchao Ma; Andrew T. Campbell; Diane J. Cook; John C. Lach; Shwetak N. Patel; Thomas Ploetz; Majid Sarrafzadeh; Donna Spruijt-Metz; Hassan Ghasemzadeh 001 (CoRR, 2020)

Deriving Effective Human Activity Recognition Systems through Objective Task Complexity Assessment. - Shruthi K. Hiremath; Thomas Plötz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition. - HyeokHyen Kwon; Catherine Tong; Harish Haresamudram; Yan Gao 016; Gregory D. Abowd; Nicholas D. Lane; Thomas Plötz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

On the Role of Context Length for Feature Extraction and Sequence Modeling in Human Activity Recognition. - Shruthi Kashinath Hiremath; Thomas Ploetz (ISWC, 2021)

PLAN-B: Predicting Likely Alternative Next Best Sequences for Action Prediction. - Dan Scarafoni; Irfan Essa; Thomas Ploetz (CoRR, 2021)

Generalized and Efficient Skill Assessment from IMU Data with Applications in Gymnastics and Medical Training. - Aftab Khan 001; Sebastian Mellor; Rachel King; Balazs Janko; William S. Harwin; R. Simon Sherratt; Ian Craddock; Thomas Plötz (ACM Trans. Comput. Heal., 2021)

Contrastive Predictive Coding for Human Activity Recognition. - Harish Haresamudram; Irfan A. Essa; Thomas Plötz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Approaching the Real-World: Supporting Activity Recognition Training with Virtual IMU Data. - HyeokHyen Kwon; Bingyao Wang; Gregory D. Abowd; Thomas Plötz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Ubi-SleepNet: Advanced Multimodal Fusion Techniques for Three-stage Sleep Classification Using Ubiquitous Sensing. - Bing Zhai; Yu Guan; Michael Catt; Thomas Plötz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

ISWC 2020. - Thomas Plötz; Jennifer Healey; Kristof Van Laerhoven (IEEE Pervasive Comput., 2021)

Complex Deep Neural Networks from Large Scale Virtual IMU Data for Effective Human Activity Recognition Using Wearables. - HyeokHyen Kwon; Gregory D. Abowd; Thomas Plötz (Sensors, 2021)

Can You See It?: Good, So We Can Sense It! - HyeokHyen Kwon; Catherine Tong; Harish Haresamudram; Yan Gao 016; Gregory D. Abowd; Nicholas D. Lane; Thomas Ploetz (GetMobile Mob. Comput. Commun., 2021)

Estimation of Instantaneous Oxygen Uptake During Exercise and Daily Activities Using a Wearable Cardio-Electromechanical and Environmental Sensor. - Md Mobashir Hasan Shandhi; William H. Bartlett; James Alex Heller; Mozziyar Etemadi; Aaron J. Young; Thomas Plötz; Omer T. Inan (IEEE J. Biomed. Health Informatics, 2021)

On the Effectiveness of Virtual IMU Data for Eating Detection with Wrist Sensors. - Yash Jain; HyeokHyen Kwon; Thomas Ploetz (UbiComp/ISWC Adjunct, 2022)

Clustering of Human Activities from Wearables by Adopting Nearest Neighbors. - Abrar Ahmed; Harish Haresamudram; Thomas Ploetz (ISWC, 2022)

Reinforcement Learning Based Online Active Learning for Human Activity Recognition. - Yulai Cui; Shruthi Kashinath Hiremath; Thomas Ploetz (ISWC, 2022)

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 (ISWC, 2022)

Finding Islands of Predictability in Action Forecasting. - Daniel Scarafoni; Irfan Essa; Thomas Ploetz (CoRR, 2022)

Fine-grained Human Activity Recognition Using Virtual On-body Acceleration Data. - Zikang Leng; Yash Jain; HyeokHyen Kwon; Thomas Plötz (CoRR, 2022)

Simple Yet Surprisingly Effective Training Strategies for LSTMs in Sensor-Based Human Activity Recognition. - Shuai Shao; Yu Guan; Xin Guan 002; Paolo Missier; Thomas Ploetz (CoRR, 2022)

Applying Machine Learning for Sensor Data Analysis in Interactive Systems: Common Pitfalls of Pragmatic Use and Ways to Avoid Them. - Thomas Plötz (ACM Comput. Surv., 2022)

Food, Mood, Context: Examining College Students' Eating Context and Mental Well-being. - Mehrab Bin Morshed; Samruddhi Shreeram Kulkarni; Koustuv Saha; Richard Li 002; Leah G. Roper; Lama Nachman; Hong Lu 006; Lucia Mirabella; Sanjeev Srivastava; Kaya de Barbaro; Munmun De Choudhury; Thomas Plötz; et al. (ACM Trans. Comput. Heal., 2022)

Reading the Room: Automated, Momentary Assessment of Student Engagement in the Classroom: Are We There Yet? - Betsy DiSalvo; Dheeraj Bandaru; Qiaosi Wang; Hong Li; Thomas Plötz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

Assessing the State of Self-Supervised Human Activity Recognition Using Wearables. - Harish Haresamudram; Irfan Essa; Thomas Plötz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

Bootstrapping Human Activity Recognition Systems for Smart Homes from Scratch. - Shruthi K. Hiremath; Yasutaka Nishimura; Sonia Chernova; Thomas Plötz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

Guest Editorial Special Issue on Computational Intelligence for IoT-based Human Activity Recognition. - Xiaoli Li 001; Huanhuan Chen; Thomas Ploetz; Min Wu 008; Zhenghua Chen (IEEE Trans. Emerg. Top. Comput. Intell., 2022)

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 (ASSETS, 2023)

Solving the Sensor-based Activity Recognition Problem (SOAR): Self-supervised, Multi-modal Recognition of Activities from Wearable Sensors. - Harish Haresamudram; Chi Ian Tang; Sungho Suh; Paul Lukowicz; Thomas Ploetz (UbiComp/ISWC Adjunct, 2023)

ALLFA: Active Learning Through Label and Feature Augmentation. - Yasutaka Nishimura; Naoto Takeda; Roberto Legaspi; Kazushi Ikeda; Thomas Plötz; Sonia Chernova (ICMLA, 2023)

Sensor Event Sequence Prediction for Proactive Smart Home Support Using Autoregressive Language Model. - Naoto Takeda; Roberto Legaspi; Yasutaka Nishimura; Kazushi Ikeda; Atsunori Minamikawa; Thomas Plötz; Sonia Chernova (IE, 2023)

Challenges in Using Skin Conductance Responses for Assessments of Information Worker Productivity. - Anam Ahmad; Thomas Ploetz (ISWC, 2023)

How Much Unlabeled Data is Really Needed for Effective Self-Supervised Human Activity Recognition? - Sourish Gunesh Dhekane; Harish Haresamudram; Megha Thukral; Thomas Plötz (ISWC, 2023)

On the Utility of Virtual On-body Acceleration Data for Fine-grained Human Activity Recognition. - Zikang Leng; Yash Jain; Hyeokhyen Kwon; Thomas Ploetz (ISWC, 2023)

Generating Virtual On-body Accelerometer Data from Virtual Textual Descriptions for Human Activity Recognition. - Zikang Leng; Hyeokhyen Kwon; Thomas Ploetz (ISWC, 2023)

Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition. - Harish Haresamudram; Irfan Essa; Thomas Plötz (PERCOM, 2023)

Extraction of Important Temporal Order for eXplainable AI on Time-series data. - Yasutaka Nishimura; Naoto Takeda; Roberto Legaspi; Kazushi Ikeda; Thomas Plötz; Sonia Chernova (PerCom Workshops, 2023)

Keynote: Computational Behavior Analysis - Pushing the Boundaries Towards Usable Digital Health. - Thomas Plötz (PerCom Workshops, 2023)

If only we had more data!: Sensor-Based Human Activity Recognition in Challenging Scenarios. - Thomas Plötz (PerCom Workshops, 2023)

On Training Strategies for LSTMs in Sensor-Based Human Activity Recognition. - Shuai Shan; Yu Guan; Xin Guan 002; Paolo Missier; Thomas Plötz (PerCom Workshops, 2023)

On the Benefit of Generative Foundation Models for Human Activity Recognition. - Zikang Leng; Hyeokhyen Kwon; Thomas Plötz (CoRR, 2023)

Know Thy Neighbors: A Graph Based Approach for Effective Sensor-Based Human Activity Recognition in Smart Homes. - Srivatsa P; Thomas Plötz (CoRR, 2023)

ConvBoost: Boosting ConvNets for Sensor-based Activity Recognition. - Shuai Shao; Yu Guan; Bing Zhai; Paolo Missier; Thomas Plötz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

Explainable Activity Recognition for Smart Home Systems. - Devleena Das; Yasutaka Nishimura; Rajan P. Vivek; Naoto Takeda; Sean T. Fish; Thomas Plötz; Sonia Chernova (ACM Trans. Interact. Intell. Syst., 2023)

The Lifespan of Human Activity Recognition Systems for Smart Homes. - Shruthi K. Hiremath; Thomas Plötz (Sensors, 2023)

Leveraging WiFi network logs to infer student collocation and its relationship with academic performance. - 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; et al. (EPJ Data Sci., 2023)

A Washing Machine is All You Need? On the Feasibility of Machine Data for Self-Supervised Human Activity Recognition. - Harish Haresamudram; Irfan Essa; Thomas Plötz (ABC, 2024)

Maintenance Required: Updating and Extending Bootstrapped Human Activity Recognition Systems for Smart Homes. - Shruthi K. Hiremath; Thomas Plötz (ABC, 2024)

Basketball Shooting Performance Analysis Using Multi-Modal Wearable and Mobile Sensing in Semi-Naturalistic Settings. - Sixuan Wu; Alexander Hoelzemann; Marius Bock; Kristof Van Laerhoven; Thomas Plötz; Alexander Travis Adams (BSN, 2024)

More Data for People with Disabilities! Comparing Data Collection Efforts for Wheelchair Transportation Mode Detection. - Sungjin Hwang; Zikang Leng; Seungwoo Oh; Kwanguk (Kenny) Kim; Thomas Plötz (ISWC, 2024)

Transfer Learning in Human Activity Recognition: A Survey. - Sourish Gunesh Dhekane; Thomas Ploetz (CoRR, 2024)

Large Language Models Memorize Sensor Datasets! Implications on Human Activity Recognition Research. - Harish Haresamudram; Hrudhai Rajasekhar; Nikhil Murlidhar Shanbhogue; Thomas Ploetz (CoRR, 2024)

Game of LLMs: Discovering Structural Constructs in Activities using Large Language Models. - Shruthi K. Hiremath; Thomas Ploetz (CoRR, 2024)

Sensor event sequence prediction for proactive smart home: A GPT2-based autoregressive language model approach. - Naoto Takeda; Roberto Legaspi; Yasutaka Nishimura; Kazushi Ikeda; Atsunori Minamikawa; Thomas Plötz; Sonia Chernova (J. Ambient Intell. Smart Environ., 2024)

Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition. - Harish Haresamudram; Irfan Essa; Thomas Plötz (Sensors, 2024)

Using Graphs to Perform Effective Sensor-Based Human Activity Recognition in Smart Homes. - Srivatsa P; Thomas Plötz (Sensors, 2024)

IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity Recognition. - Zikang Leng; Amitrajit Bhattacharjee; Hrudhai Rajasekhar; Lizhe Zhang; Elizabeth Bruda; Hyeokhyen Kwon; Thomas Plötz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024)

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 (AAAI, 2025)

ProxiCycle: Passively Mapping Cyclist Safety Using Smart Handlebars for Near-Miss Detection. - Joseph Breda; Keyu Chen; Thomas Plötz; Shwetak N. Patel (CHI, 2025)

Cross-Domain HAR: Few-Shot Transfer Learning for Human Activity Recognition. - Megha Thukral; Harish Haresamudram; Thomas Plötz (ACM Trans. Intell. Syst. Technol., 2025)

DISCOVER: Data-driven Identification of Sub-activities via Clustering and Visualization for Enhanced Activity Recognition in Smart Homes. - Alexander Karpekov; Sonia Chernova; Thomas Plötz (CoRR, 2025)

Layout-Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST). - Megha Thukral; Sourish Gunesh Dhekane; Shruthi K. Hiremath; Harish Haresamudram; Thomas Ploetz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2025)

Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques. - Zikang Leng; Archith Iyer; Thomas Plötz (CoRR, 2025)

AgentSense: Virtual Sensor Data Generation Using LLM Agents in Simulated Home Environments. - Zikang Leng; Megha Thukral; Yaqi Liu; Hrudhai Rajasekhar; Shruthi K. Hiremath; Thomas Plötz (CoRR, 2025)

Past, Present, and Future of Sensor-based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task. - Harish Haresamudram; Chi Ian Tang; Sungho Suh; Paul Lukowicz; Thomas Plötz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2025)

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities. - Sourish Gunesh Dhekane; Thomas Ploetz (CoRR, 2025)

Transfer Learning in Sensor-Based Human Activity Recognition: A Survey. - Sourish Gunesh Dhekane; Thomas Ploetz (ACM Comput. Surv., 2025)