T. Plötz

发表

Let's (not) stick together: pairwise similarity biases cross-validation in activity recognition

Thomas Plötz, Nils Y. Hammerla, N. Hammerla, 2015, UbiComp.

The role of lipid droplet formation in the protection of unsaturated fatty acids against palmitic acid induced lipotoxicity to rat insulin-producing cells

T. Plötz, Magnus Hartmann, S. Lenzen, 2016, Nutrition & Metabolism.

FingerSound

Gregory D. Abowd, Cheng Zhang, Thad Starner, 2017, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

Large Scale Population Assessment of Physical Activity Using Wrist Worn Accelerometers: The UK Biobank Study

Nils Y. Hammerla, T. Peakman, M. Granat, 2017, PloS one.

Robust hand detection in still video images using a combination of salient regions and color cues for interaction with an intelligent environment

G. Fink, T. Plötz, J. Richarz, 2008, Pattern Recognition and Image Analysis.

Advanced stochastic protein sequence analysis

T. Plötz, 2005 .

Physical activity intensity but not sedentary activity is reduced in chronic fatigue syndrome and is associated with autonomic regulation.

T. Plötz, M. Trenell, J. Newton, 2011, QJM : monthly journal of the Association of Physicians.

Citation: Khan, Aftab, Nicholson, James and Ploetz, Thomas (2017) Activity Recognition for Quality Assessment of Batting Shots in Cricket using a Hierarchical Representation. ACM

T. Plötz, James Nicholson, Aftab Khan, 2017 .

Correction: Cardiorespiratory Fitness Is Associated with Hard and Light Intensity Physical Activity but Not Time Spent Sedentary in 10–14 Year Old Schoolchildren: The HAPPY Study

Daniel P. Bailey, T. Plötz, M. Trenell, 2013, PLoS ONE.

ESMERALDA : A Development Environment for HMM-Based Pattern Recognition Systems — Extended

Gernot A. Fink, Thomas Plötz, G. Fink, 2007 .

Real-time Detection and Interpretation of 3 D Deictic Gestures for Interaction With an Intelligent Environment

Gernot A. Fink, Thomas Plötz, Jan Richarz, 2008 .

Methods for studying technology in the home

Rob Comber, Michael A. Brown, Tim Coughlan, 2013, CHI Extended Abstracts.

Antagonism Between Saturated and Unsaturated Fatty Acids in ROS Mediated Lipotoxicity in Rat Insulin-Producing Cells

T. Plötz, S. Lenzen, M. Elsner, 2015, Cellular Physiology and Biochemistry.

Structure-toxicity relationships of saturated and unsaturated free fatty acids for elucidating the lipotoxic effects in human EndoC-βH1 beta-cells.

T. Plötz, S. Lenzen, I. Mehmeti, 2019, Biochimica et biophysica acta. Molecular basis of disease.

Food, Mood, Context: Examining College Students’ Eating Context and Mental Well-Being

G. Abowd, L. Nachman, T. Plötz, 2022, ACM Transactions on Computing for Healthcare.

Dancing with horses: automated quality feedback for dressage riders

Patrick Olivier, Ilias Kyriazakis, Thomas Plötz, 2015, UbiComp.

Prediction of Mood Instability with Passive Sensing

Gregory D. Abowd, Munmun De Choudhury, Sidney K. D'Mello, 2019, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

Measuring Self-Esteem with Passive Sensing

G. Abowd, M. Choudhury, T. Plötz, 2020, PervasiveHealth.

Complex Deep Neural Networks from Large Scale Virtual IMU Data for Effective Human Activity Recognition Using Wearables

Gregory D. Abowd, Thomas Plötz, HyeokHyen Kwon, 2021, Sensors.

Approaching the Real-World

Gregory D. Abowd, Thomas Plötz, HyeokHyen Kwon, 2021, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

Interactive Architecture: Exploring and Unwrapping the Potentials of Organic User Interfaces

Sara Nabil, Thomas Plötz, David S. Kirk, 2017, TEI.

Personalization Models for Human Activity Recognition with Distribution Matching-Based Metrics

Andrew F. Peterson, Thomas Plötz, Huy Thong Nguyen, 2021 .

NMR-based urine analysis in rats: prediction of proximal tubule kidney toxicity and phospholipidosis.

Kai Lienemann, Thomas Plötz, T. Plötz, 2008, Journal of pharmacological and toxicological methods.

ISWC 2020

Kristof Van Laerhoven, Oliver Amft, Thomas Plötz, 2021, IEEE Pervasive Computing.

Movement Recognition Technology as a Method of Assessing Spontaneous General Movements in High Risk Infants

Thomas Plötz, Michael Trenell, Claire Marcroft, 2015, Front. Neurol..

Freedom to lie: How farrowing environment affects sow lying behaviour assessment using inertial sensors

Ilias Kyriazakis, Thomas Plötz, Robin J. Thompson, 2019, Comput. Electron. Agric..

Applying Machine Learning for Sensor Data Analysis in Interactive Systems

Thomas Plötz, T. Plötz, 2021, ACM Comput. Surv..

Activity Recognition for Quality Assessment of Batting Shots in Cricket using a Hierarchical Representation

James Nicholson, Thomas Plötz, Aftab Khan, 2017, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

A Combined Deep Learning GRU-Autoencoder for the Early Detection of Respiratory Disease in Pigs Using Multiple Environmental Sensors

Jaume Bacardit, Ilias Kyriazakis, Thomas Plötz, 2018, Sensors.

Early detection of health and welfare compromises through automated detection of behavioural changes in pigs

Ilias Kyriazakis, Thomas Plötz, Amy L. Miller, 2016, Veterinary journal.

IMUTube

G. Abowd, N. Lane, HyeokHyen Kwon, 2020 .

Differential effects of saturated and unsaturated free fatty acids on ferroptosis in rat β-cells.

T. Plötz, S. Lenzen, I. Mehmeti, 2022, The Journal of nutritional biochemistry.

The central role of glutathione peroxidase 4 in the regulation of ferroptosis and its implications for pro-inflammatory cytokine-mediated beta-cell death.

T. Plötz, S. Lenzen, A. Jörns, 2021, Biochimica et biophysica acta. Molecular basis of disease.

Reading the Room

Qiaosi Wang, T. Plötz, B. DiSalvo, 2022, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies.

Satiety splits drinking behavior into bouts: Organization of drinking in turkeys.

T. Plötz, P. Rohlf, I. Kyriazakis, 2017, Journal of animal science.

Bootstrapping Human Activity Recognition Systems for Smart Homes from Scratch

S. Chernova, T. Plötz, S. Hiremath, 2022, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

Reading the Room

Qiaosi Wang, T. Plötz, Dheeraj Bandaru, 2022, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

Food, Mood, Context: Examining College Students’ Eating Context and Mental Well-being

G. Abowd, L. Nachman, T. Plötz, 2022, ACM Trans. Comput. Heal..

Using unlabeled data in a sparse-coding framework for human activity recognition

Thomas Plötz, Nils Y. Hammerla, Sourav Bhattacharya, 2014, Pervasive Mob. Comput..

Camera-Based Whiteboard Reading for Understanding Mind Maps

Gernot A. Fink, Szilárd Vajda, Thomas Plötz, 2015, Int. J. Pattern Recognit. Artif. Intell..

Multi-modal and multi-camera attention in smart environments

Gernot A. Fink, Thomas Plötz, Boris Schauerte, 2009, ICMI-MLMI '09.

A Multi-modal Attention System for Smart Environments

Gernot A. Fink, Thomas Plötz, Boris Schauerte, 2009, ICVS.

On the role of features in human activity recognition

David V. Anderson, Thomas Plötz, Harish Haresamudram, 2019, UbiComp.

Stacking for Ensembles of Local Experts in Metabonomic Applications

Kai Lienemann, Gernot A. Fink, Thomas Plötz, 2009, MCS.

Automatic assessment of problem behavior in individuals with developmental disabilities

Agata Rozga, Gregory D. Abowd, Thomas Plötz, 2012, UbiComp.

Habitual Physical Activity in Mitochondrial Disease

D. Turnbull, L. Sutton, T. Plötz, 2011, PloS one.

Deep, Convolutional, and Recurrent Models for Human Activity Recognition Using Wearables pdf

Thomas Plötz, Nils Y. Hammerla, Shane Halloran, 2016, IJCAI.

Automatic Classification of NMR Spectra by Ensembles of Local Experts

Kai Lienemann, Gernot A. Fink, Thomas Plötz, 2008, SSPR/SPR.

On the Application of SVM-Ensembles Based on Adapted Random Subspace Sampling for Automatic Classification of NMR Data

Kai Lienemann, Gernot A. Fink, Thomas Plötz, 2007, MCS.

The monounsaturated fatty acid oleate is the major physiological toxic free fatty acid for human beta cells

T. Plötz, S. Lenzen, M. Elsner, 2017, Nutrition & Diabetes.

Leveraging WiFi Network Logs to Infer Social Interactions: A Case Study of Academic Performance and Student Behavior pdf

Gregory D. Abowd, Munmun De Choudhury, Vedant Das Swain, 2020, ArXiv.

Developing pattern recognition systems based on Markov models: The ESMERALDA framework

G. A. Fink, T. Plötz, G. Fink, 2008, Pattern Recognition and Image Analysis.

Dog's life: wearable activity recognition for dogs

Cassim Ladha, Patrick Olivier, Emma Hughes, 2013, UbiComp.

Automated surgical OSATS prediction from videos

Patrick Olivier, Roisin McNaney, Irfan A. Essa, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

Cardiorespiratory Fitness Is Associated with Hard and Light Intensity Physical Activity but Not Time Spent Sedentary in 10–14 Year Old Schoolchildren: The HAPPY Study

Daniel P. Bailey, T. Plötz, M. Trenell, 2013, PloS one.

Sensitivity profile of the human EndoC-βH1 beta cell line to proinflammatory cytokines

T. Plötz, S. Lenzen, A. Jörns, 2016, Diabetologia.

Toxicity of fatty acid profiles of popular edible oils in human EndoC-βH1 beta-cells

T. Plötz, S. Lenzen, A. von Hanstein, 2020, Nutrition & Diabetes.

Sphingosine-1 Phosphate Lyase Regulates Sensitivity of Pancreatic Beta-Cells to Lipotoxicity

T. Plötz, M. Gräler, Yadi Tang, 2021, International journal of molecular sciences.

Rapid specification and automated generation of prompting systems to assist people with dementia

Daniel Jackson, Patrick Olivier, Jesse Hoey, 2011, Pervasive Mob. Comput..

Designing Future Ubiquitous Homes with OUI Interiors: Possibilities and Challenges

Peter C. Wright, Sara Nabil, Thomas Plötz, 2017, IxD&A.

Feature extraction for improved profile HMM based biological sequence analysis

Gernot A. Fink, Thomas Plötz, G. Fink, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Newcastle University E-prints Citation for Item: Physical Activity, Sedentary Behaviour and Metabolic Control following Stroke: a Cross-sectional and Longitudinal Study

Sarah A. Moore, T. Plötz, L. Rochester, 2022 .

Augmenting the servicescape with ubiquitous interactive surfaces: Fibreshelf technology

Antonio Krüger, Thomas Plötz, Kim Willems, 2014 .

The break-time barometer: an exploratory system forworkplace break-time social awareness

Daniel Jackson, Cassim Ladha, Karim Ladha, 2013, UbiComp.

Ensembles of Deep LSTM Learners for Activity Recognition using Wearables

Thomas Plötz, Yu Guan, T. Plötz, 2017, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

Bootstrapping Personalised Human Activity Recognition Models Using Online Active Learning

Paolo Missier, Thomas Plötz, Tudor Miu, 2015, 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing.

PD Disease State Assessment in Naturalistic Environments Using Deep Learning

P. András, N. Hammerla, T. Plötz, 2015, AAAI.

Feature Learning for Activity Recognition in Ubiquitous Computing

Patrick Olivier, Thomas Plötz, Nils Y. Hammerla, 2011, IJCAI.

The genetic basis of novel water utilisation and drinking behaviour traits and their relationship with biological performance in turkeys

T. Plötz, P. Rohlf, I. Kyriazakis, 2017, Genetics Selection Evolution.

On attention models for human activity recognition

Thomas Plötz, Vishvak S. Murahari, T. Plötz, 2018, UbiComp.

Masked reconstruction based self-supervision for human activity recognition

Irfan Essa, Judy Hoffman, Thomas Plötz, 2020, SEMWEB.

Handling annotation uncertainty in human activity recognition

Gregory D. Abowd, Thomas Plötz, Hyeokhyen Kwon, 2019, UbiComp.

On preserving statistical characteristics of accelerometry data using their empirical cumulative distribution

Peter Andras, Thomas Plötz, Nils Y. Hammerla, 2013, ISWC '13.

Estimation of Instantaneous Oxygen Uptake During Exercise and Daily Activities Using a Wearable Cardio-Electromechanical and Environmental Sensor

Omer Inan, Aaron Young, Mozziyar Etemadi, 2020, IEEE Journal of Biomedical and Health Informatics.

Markov models for offline handwriting recognition: a survey

Gernot A. Fink, Thomas Plötz, G. Fink, 2009, International Journal on Document Analysis and Recognition (IJDAR).

Occupancy monitoring using environmental & context sensors and a hierarchical analysis framework

Daniel Jackson, Cassim Ladha, Karim Ladha, 2014, BuildSys@SenSys.

Wristwash: towards automatic handwashing assessment using a wrist-worn device

Gregory D. Abowd, Cheng Zhang, Hong Li, 2018, UbiComp.

Multi-target affect detection in the wild: an exploratory study

Kristof Van Laerhoven, Thomas Plötz, Robert Dürichen, 2019, UbiComp.

Potentiation of Lipotoxicity in Human EndoC-βH1 Β-cells by Glucose is Dependent on the Structure of Free Fatty Acids.

D. Tsikas, T. Plötz, S. Lenzen, 2023, Molecular Nutrition & Food Research.

Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers

Yan Gao, Yang Long, Yu Guan, 2019, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

Deep Learning for Human Activity Recognition in Mobile Computing

Yu Guan, Thomas Plötz, T. Plötz, 2018, Computer.

Multi-modal anchoring for human-robot interaction

Sebastian Lang, Jannik Fritsch, Gernot A. Fink, 2003, Robotics Auton. Syst..

Automated tracking to measure behavioural changes in pigs for health and welfare monitoring

Ilias Kyriazakis, Stephen G Matthews, Amy L Miller, 2017, Scientific Reports.

The mobile fitness coach: Towards individualized skill assessment using personalized mobile devices

Patrick Olivier, Andreas Möller, Matthias Kranz, 2013, Pervasive Mob. Comput..

Assessing the Quality of Home Detection from Mobile Phone Data for Official Statistics

Zbigniew Smoreda, Maarten Vanhoof, Thomas Plötz, 2018, Journal of Official Statistics.

Cueing for drooling in Parkinson's disease

Stephen Lindsay, Daniel Jackson, Cassim Ladha, 2011, CHI.

ClimbAX: skill assessment for climbing enthusiasts

Cassim Ladha, Patrick Olivier, Thomas Plötz, 2013, UbiComp.

GymSkill: A personal trainer for physical exercises

Matthias Kranz, Stefan Diewald, Luis Roalter, 2012, 2012 IEEE International Conference on Pervasive Computing and Communications.

If only we had more data!: Sensor-Based Human Activity Recognition in Challenging Scenarios

T. Plötz, 2023, 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops).

Towards a pervasive kitchen infrastructure for measuring cooking competence

Daniel Jackson, Cassim Ladha, Karim Ladha, 2011, 2011 5th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) and Workshops.

Automated General Movement Assessment for Perinatal Stroke Screening in Infants

Yang Long, Yu Guan, Thomas Plötz, 2019, Smart Assisted Living.

Automatic Synchronization of Wearable Sensors and Video-Cameras for Ground Truth Annotation -- A Practical Approach

Gregory D. Abowd, Chen Chen, Thomas Plötz, 2012, 2012 16th International Symposium on Wearable Computers.

Generalized and Efficient Skill Assessment from IMU Data with Applications in Gymnastics and Medical Training

Robert Simon Sherratt, William S. Harwin, Thomas Plötz, 2020, ACM Trans. Comput. Heal..

Interioractive: Smart Materials in the Hands of Designers and Architects for Designing Interactive Interiors

Patrick Olivier, Dmitry Dereshev, Sara Nabil, 2017, Conference on Designing Interactive Systems.

Automated Detection of Infant Holding Using Wearable Sensing

M. Johnson, X. Yao, T. Plötz, 2019, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

Optimising sampling rates for accelerometer-based human activity recognition

Thomas Plötz, Nils Y. Hammerla, Aftab Khan, 2016, Pattern Recognit. Lett..

FingerPing: Recognizing Fine-grained Hand Poses using Active Acoustic On-body Sensing

Gregory D. Abowd, Cheng Zhang, Kenneth A. Cunefare, 2018, CHI.

SN̈AP : SyNdetic Assistance Processes

J. Hoey, A. Monk, T. Plötz, 2010 .

Archival Liveness: Designing with Collections Before and During Cataloguing and Digitization

Marian Dörk, Tom Schofield, Mitchell Whitelaw, 2015, Digit. Humanit. Q..

Adding structural characteristics to distribution-based accelerometer representations for activity recognition using wearables

Gregory D. Abowd, Thomas Plötz, HyeokHyen Kwon, 2018, UbiComp.

Sensor Event Sequence Prediction for Proactive Smart Home Support Using Autoregressive Language Model

S. Chernova, K. Ikeda, T. Plötz, 2023, Australasian Conference on Interactive Entertainment.

On Training Strategies for LSTMs in Sensor-Based Human Activity Recognition

P. Missier, T. Plötz, Xin Guan, 2023, 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops).

Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition

Irfan A. Essa, Grant Schindler, Vinay Bettadapura, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Beyond activity recognition: skill assessment from accelerometer data

Patrick Olivier, Roisin McNaney, Thomas Plötz, 2015, UbiComp.

On specialized window lengths and detector based human activity recognition

Gregory D. Abowd, Hong Li, Thomas Plötz, 2018, UbiComp.

Activity Recognition and Healthier Food Preparation

Patrick Olivier, Paula Moynihan, Cuong Pham, 2011 .

Porcine lie detectors: Automatic quantification of posture state and transitions in sows using inertial sensors

Ilias Kyriazakis, Thomas Plötz, Sandra A. Edwards, 2016, Comput. Electron. Agric..

Deriving Effective Human Activity Recognition Systems through Objective Task Complexity Assessment

Thomas Plötz, Shruthi K. Hiremath, T. Plötz, 2020, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..