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2020 – today
- 2022
[i19]Harish Haresamudram, Irfan Essa, Thomas Plötz:
Assessing the State of Self-Supervised Human Activity Recognition using Wearables. CoRR abs/2202.12938 (2022)- 2021
- [j39]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): 134:1-134:25 (2021) - [j38]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): 2:1-2:21 (2021) - [j37]Harish Haresamudram, Irfan A. Essa, Thomas Plötz:
Contrastive Predictive Coding for Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(2): 65:1-65:26 (2021) - [j36]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): 111:1-111:32 (2021) - [j35]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): 191:1-191:33 (2021) - [j34]Thomas Plötz, Jennifer Healey, Kristof Van Laerhoven:
ISWC 2020. IEEE Pervasive Comput. 20(1): 45-49 (2021) - [j33]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): 8337 (2021) - [j32]HyeokHyen Kwon, Catherine Tong, Harish Haresamudram, Yan Gao, Gregory D. Abowd, Nicholas D. Lane, Thomas Ploetz:
Can You See It?: Good, So We Can Sense It! GetMobile Mob. Comput. Commun. 25(2): 38-42 (2021) - [j31]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): 634-646 (2021) - [c70]Shruthi Kashinath Hiremath, Thomas Ploetz:
On the Role of Context Length for Feature Extraction and Sequence Modeling in Human Activity Recognition. ISWC 2021: 13-17 - [i18]Dan Scarafoni, Irfan Essa, Thomas Ploetz:
PLAN-B: Predicting Likely Alternative Next Best Sequences for Action Prediction. CoRR abs/2103.15987 (2021) - [i17]Devleena Das, Yasutaka Nishimura, Rajan P. Vivek, Naoto Takeda, Sean T. Fish, Thomas Ploetz, Sonia Chernova:
Explainable Activity Recognition for Smart Home Systems. CoRR abs/2105.09787 (2021) - [i16]Bing Zhai, Yu Guan, Michael Catt, Thomas Ploetz:
Ubi-SleepNet: Advanced Multimodal Fusion Techniques for Three-stage Sleep Classification Using Ubiquitous Sensing. CoRR abs/2111.10245 (2021) - 2020
- [j30]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): 87:1-87:29 (2020) - [j29]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): 131:1-131:24 (2020) - [c69]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: 45-49 - [c68]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: 63-76 - [c67]Mehrab Bin Morshed, Koustuv Saha, Munmun De Choudhury, Gregory D. Abowd, Thomas Plötz:
Measuring Self-Esteem with Passive Sensing. PervasiveHealth 2020: 363-366 - [e2]Kristof Van Laerhoven, Monica Tentori, Nadir Weibel, Jennifer Healey, Thomas Ploetz:
ISWC '20: 2020 ACM International Symposium on Wearable Computers, Virtual Event, Mexico, September 12-17, 2020. ACM 2020, ISBN 978-1-4503-8077-5 [contents] - [i15]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 abs/2005.11228 (2020) - [i14]HyeokHyen Kwon, Catherine Tong, Harish Haresamudram, Yan Gao, Gregory D. Abowd, Nicholas D. Lane, Thomas Ploetz:
IMUTube: Automatic extraction of virtual on-body accelerometry from video for human activity recognition. CoRR abs/2006.05675 (2020) - [i13]Yuchao Ma, Andrew T. Campbell, Diane J. Cook, John C. Lach, Shwetak N. Patel, Thomas Ploetz, Majid Sarrafzadeh, Donna Spruijt-Metz, Hassan Ghasemzadeh:
Transfer Learning for Activity Recognition in Mobile Health. CoRR abs/2007.06062 (2020) - [i12]Harish Haresamudram, Irfan A. Essa, Thomas Ploetz:
Contrastive Predictive Coding for Human Activity Recognition. CoRR abs/2012.05333 (2020)
2010 – 2019
- 2019
- [j28]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: 549-557 (2019) - [j27]Yan Gao, Yang Long, Yu Guan, Anna Basu, Jessica Baggaley, Thomas Ploetz:
Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3(1): 12:1-12:22 (2019) - [j26]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): 64:1-64:17 (2019) - [j25]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): 75:1-75:21 (2019) - [c66]Harish Haresamudram, David V. Anderson, Thomas Plötz:
On the role of features in human activity recognition. UbiComp 2019: 78-88 - [c65]HyeokHyen Kwon, Gregory D. Abowd, Thomas Plötz:
Handling annotation uncertainty in human activity recognition. UbiComp 2019: 109-117 - [c64]Philip Schmidt, Robert Dürichen, Attila Reiss, Kristof Van Laerhoven, Thomas Plötz:
Multi-target affect detection in the wild: an exploratory study. UbiComp 2019: 211-219 - [c63]Kathan Vyas, Rui Ma, Behnaz Rezaei, Shuangjun Liu, Michael Neubauer, Thomas Ploetz, Ronald Oberleitner, Sarah Ostadabbas:
Recognition Of Atypical Behavior In Autism Diagnosis From Video Using Pose Estimation Over Time. MLSP 2019: 1-6 - [i11]Yan Gao, Yang Long, Yu Guan, Anna Basu, Jessica Baggaley, Thomas Ploetz:
Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers. CoRR abs/1902.08068 (2019) - 2018
- [j24]Thomas Plötz, Yu Guan:
Deep Learning for Human Activity Recognition in Mobile Computing. Computer 51(5): 50-59 (2018) - [j23]Thomas Ploetz, Jennifer Healey:
ISWC 2017: Riding the Waves of Wearables. IEEE Pervasive Comput. 17(2): 78-83 (2018) - [j22]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: 290-296 (2018) - [j21]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): 2521 (2018) - [j20]Ahmed Kharrufa, Thomas Ploetz, Patrick Olivier:
A Unified Model for User Identification on Multi-Touch Surfaces: A Survey and Meta-Analysis. ACM Trans. Comput. Hum. Interact. 24(6): 39:1-39:39 (2018) - [c62]Cheng Zhang, 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:
FingerPing: Recognizing Fine-grained Hand Poses using Active Acoustic On-body Sensing. CHI 2018: 437 - [c61]Jason Wu, Cooper Colglazier, Adhithya Ravishankar, Yuyan Duan, Yuanbo Wang, Thomas Ploetz, Thad Starner:
Seesaw: rapid one-handed synchronous gesture interface for smartwatches. UbiComp 2018: 17-20 - [c60]Hong Li, Gregory D. Abowd, Thomas Plötz:
On specialized window lengths and detector based human activity recognition. UbiComp 2018: 68-71 - [c59]HyeokHyen Kwon, Gregory D. Abowd, Thomas Plötz:
Adding structural characteristics to distribution-based accelerometer representations for activity recognition using wearables. UbiComp 2018: 72-75 - [c58]Vishvak S. Murahari, Thomas Plötz:
On attention models for human activity recognition. UbiComp 2018: 100-103 - [c57]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: 132-139 - [i10]Vishvak S. Murahari, Thomas Ploetz:
On Attention Models for Human Activity Recognition. CoRR abs/1805.07648 (2018) - [i9]Kriti Nelavelli, Thomas Ploetz:
Adaptive App Design by Detecting Handedness. CoRR abs/1805.08367 (2018) - [i8]Maarten Vanhoof, Fernando Reis, Zbigniew Smoreda, Thomas Ploetz:
Detecting home locations from CDR data: introducing spatial uncertainty to the state-of-the-art. CoRR abs/1808.06398 (2018) - [i7]Maarten Vanhoof, Fernando Reis, Thomas Ploetz, Zbigniew Smoreda:
Assessing the quality of home detection from mobile phone data for official statistics. CoRR abs/1809.07567 (2018) - [i6]Maarten Vanhoof, Thomas Ploetz, Zbigniew Smoreda:
Geographical veracity of indicators derived from mobile phone data. CoRR abs/1809.09912 (2018) - [i5]BingZhang Hu, Yan Gao, Yu Guan, Yang Long, Nicholas D. Lane, Thomas Ploetz:
Robust Cross-View Gait Identification with Evidence: A Discriminant Gait GAN (DiGGAN) Approach on 10000 People. CoRR abs/1811.10493 (2018) - 2017
- [j19]Yu Guan, Thomas Plötz:
Ensembles of Deep LSTM Learners for Activity Recognition using Wearables. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(2): 11:1-11:28 (2017) - [j18]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): 62:1-62:31 (2017) - [j17]Cheng Zhang, Anandghan Waghmare, Pranav Kundra, Yiming Pu, Scott M. Gilliland, Thomas Ploetz, Thad E. Starner, Omer T. Inan, Gregory D. Abowd:
FingerSound: Recognizing unistroke thumb gestures using a ring. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(3): 120:1-120:19 (2017) - [j16]Sara Nabil, David S. Kirk, Thomas Ploetz, Peter C. Wright:
Designing Future Ubiquitous Homes with OUI Interiors: Possibilities and Challenges. IxD&A 32: 28-37 (2017) - [c56]Kyle Montague, Daniel Jackson, Tobias Brühwiler, Tom Bartindale, Gerard Wilkinson, Patrick Olivier, Otmar Hilliges, Thomas Ploetz:
Prototyping Ubiquitous Imaging Surfaces. Conference on Designing Interactive Systems 2017: 203-207 - [c55]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: 379-390 - [c54]Cheng Zhang, Xiaoxuan Wang, Anandghan Waghmare, Sumeet Jain, Thomas Ploetz, Omer T. Inan, Thad E. Starner, Gregory D. Abowd:
FingOrbits: interaction with wearables using synchronized thumb movements. ISWC 2017: 62-65 - [c53]Sara Nabil, Thomas Plötz, David S. Kirk:
Interactive Architecture: Exploring and Unwrapping the Potentials of Organic User Interfaces. Tangible and Embedded Interaction 2017: 89-100 - [e1]Seungyon Claire Lee, Leila Takayama, Khai N. Truong, Jennifer Healey, Thomas Ploetz:
Proceedings of the 2017 ACM International Symposium on Wearable Computers, ISWC 2017, Maui, HI, USA, September 11-15, 2017. ACM 2017, ISBN 978-1-4503-5188-1 [contents] - [i4]Yu Guan, Thomas Ploetz:
Ensembles of Deep LSTM Learners for Activity Recognition using Wearables. CoRR abs/1703.09370 (2017) - 2016
- [j15]Aneeq Zia, Yachna Sharma, Vinay Bettadapura, Eric L. Sarin, Thomas Ploetz, Mark A. Clements, Irfan A. Essa:
Automated video-based assessment of surgical skills for training and evaluation in medical schools. Int. J. Comput. Assist. Radiol. Surg. 11(9): 1623-1636 (2016) - [j14]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: 521-530 (2016) - [j13]Aftab Khan, Nils Y. Hammerla, Sebastian Mellor, Thomas Plötz:
Optimising sampling rates for accelerometer-based human activity recognition. Pattern Recognit. Lett. 73: 33-40 (2016) - [c52]Nils Y. Hammerla, Shane Halloran, Thomas Plötz:
Deep, Convolutional, and Recurrent Models for Human Activity Recognition Using Wearables. IJCAI 2016: 1533-1540 - [c51]Telmo Amaral, Ilias Kyriazakis, Stephen J. McKenna, Thomas Plötz:
Segmentation of organs in pig offal using auto-context. ISBI 2016: 1324-1328 - [c50]Telmo Amaral, Ilias Kyriazakis, Stephen J. McKenna, Thomas Plötz:
Weighted atlas auto-context with application to multiple organ segmentation. WACV 2016: 1-9 - [i3]Nils Y. Hammerla, Shane Halloran, Thomas Ploetz:
Deep, Convolutional, and Recurrent Models for Human Activity Recognition using Wearables. CoRR abs/1604.08880 (2016) - 2015
- [j12]Tom Schofield, David S. Kirk, Telmo Amaral, Marian Dörk, Mitchell Whitelaw, Guy Schofield, Thomas Ploetz:
Archival Liveness: Designing with Collections Before and During Cataloguing and Digitization. Digit. Humanit. Q. 9(3) (2015) - [j11]Szilárd Vajda, Thomas Plötz, Gernot A. Fink:
Camera-Based Whiteboard Reading for Understanding Mind Maps. Int. J. Pattern Recognit. Artif. Intell. 29(3): 1553003:1-1553003:26 (2015) - [j10]Michael A. Brown, Tim Coughlan, Thomas Plötz, Peter Tolmie, Gregory D. Abowd:
Methods for Studying Technology in the Home. Interact. Comput. 27(1): 1-2 (2015) - [j9]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): 18-22 (2015) - [c49]Tudor Miu, Paolo Missier, Thomas Plötz:
Bootstrapping Personalised Human Activity Recognition Models Using Online Active Learning. CIT/IUCC/DASC/PICom 2015: 1138-1147 - [c48]Nils Yannick Hammerla, James Fisher, Peter Andras, Lynn Rochester, Richard Walker, Thomas Ploetz:
PD Disease State Assessment in Naturalistic Environments Using Deep Learning. AAAI 2015: 1742-1748 - [c47]Amey Holden, Roisin McNaney, Madeline Balaam, Robin J. Thompson, Nils Y. Hammerla, Thomas Ploetz, Daniel Jackson, Christopher Price, Lianne Brkic, Patrick Olivier:
CueS: cueing for upper limb rehabilitation in stroke. BCS HCI 2015: 18-25 - [c46]Reuben Kirkham, Carlton Shepherd, Thomas Plötz:
BlobSnake: gamification of feature extraction for 'plug and play' human activity recognition. BCS HCI 2015: 74-81 - [c45]Robin J. Thompson, Ilias Kyriazakis, Amey Holden, Patrick Olivier, Thomas Plötz:
Dancing with horses: automated quality feedback for dressage riders. UbiComp 2015: 325-336 - [c44]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: 349-360 - [c43]Nils Y. Hammerla, Thomas Plötz:
Let's (not) stick together: pairwise similarity biases cross-validation in activity recognition. UbiComp 2015: 1041-1051 - [c42]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: 1155-1166 - [i2]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 abs/1510.02071 (2015) - 2014
- [j8]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: 242-262 (2014) - [c41]Tudor Miu, Paolo Missier, Daniel Roggen, Thomas Plötz:
On strategies for budget-based online annotation in human activity recognition. UbiComp Adjunct 2014: 767-776 - [c40]Tim Coughlan, Rob Comber, Richard Mortier, Thomas Ploetz, Val Mitchell:
HomeSys 2014. UbiComp Adjunct 2014: 879-885 - [c39]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: 461-464 - [c38]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: 90-99 - 2013
- [j7]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): 50-72 (2013) - [j6]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): 203-215 (2013) - [c37]Tim Coughlan, Michael A. Brown, Sarah Martindale, Rob Comber, Thomas Ploetz, Kerstin Leder Mackley, Val Mitchell, Sharon Baurley:
Methods for studying technology in the home. CHI Extended Abstracts 2013: 3207-3210 - [c36]Vinay Bettadapura, Grant Schindler, Thomas Ploetz, Irfan A. Essa:
Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition. CVPR 2013: 2619-2626 - [c35]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: 73-82 - [c34]Cassim Ladha, Nils Y. Hammerla, Patrick Olivier, Thomas Plötz:
ClimbAX: skill assessment for climbing enthusiasts. UbiComp 2013: 235-244 - [c33]Cassim Ladha, Nils Y. Hammerla, Emma Hughes, Patrick Olivier, Thomas Ploetz:
Dog's life: wearable activity recognition for dogs. UbiComp 2013: 415-418 - [c32]Reuben Kirkham, Aftab Khan, Sourav Bhattacharya, Nils Y. Hammerla, Sebastian Mellor, Daniel Roggen, Thomas Ploetz:
Automatic correction of annotation boundaries in activity datasets by class separation maximization. UbiComp (Adjunct Publication) 2013: 673-678 - [c31]Cuong Pham, Daniel Jackson, Johannes Schöning, Tom Bartindale, Thomas Ploetz, Patrick Olivier:
FoodBoard: surface contact imaging for food recognition. UbiComp 2013: 749-752 - [c30]Nils Y. Hammerla, Reuben Kirkham, Peter Andras, Thomas Ploetz:
On preserving statistical characteristics of accelerometry data using their empirical cumulative distribution. ISWC 2013: 65-68 - [i1]Sourav Bhattacharya, Petteri Nurmi, Nils Y. Hammerla, Thomas Plötz:
Using Unlabeled Data in a Sparse-coding Framework for Human Activity Recognition. CoRR abs/1312.6995 (2013) - 2012
- [c29]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: 85-94 - [c28]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: 193-202 - [c27]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: 391-400 - [c26]Fahim Kawsar, Chris Speed, Alexander Kröner, Jens Haupert, Thomas Plötz, Daniel Schreiber:
Digital Object Memories for the Internet of Things (DOMe-Iot). UbiComp 2012: 1156-1159 - [c25]Alexander Kröner, Jens Haupert, Chris Speed, Fahim Kawsar, Thomas Plötz, Daniel Schreiber:
Digital object memories for the internet of things (DOMe-IoT). UbiComp 2012: 1189-1192 - [c24]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: 100-103 - [c23]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: 213-220 - 2011
- [b1]Thomas Plötz, Gernot A. Fink:
Markov Models for Handwriting Recognition. Springer Briefs in Computer Science, Springer 2011, ISBN 978-1-4471-2187-9, pp. i-ix, 1-75 - [j5]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): 299-318 (2011) - [c22]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: 619-622 - [c21]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: 621-622 - [c20]Thomas Plötz, Nils Y. Hammerla, Patrick Olivier:
Feature Learning for Activity Recognition in Ubiquitous Computing. IJCAI 2011: 1729-1734 - [c19]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: 107-114 - 2010
- [c18]Cuong Pham, Thomas Plötz, Patrick Olivier:
A Dynamic Time Warping Approach to Real-Time Activity Recognition for Food Preparation. AmI 2010: 21-30 - [c17]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: 527-530
2000 – 2009
- 2009
- [j4]