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Thomas Ploetz
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2020 – today
- 2025
[j54]Megha Thukral
, Sourish Gunesh Dhekane, Shruthi K. Hiremath, Harish Haresamudram, Thomas Ploetz:
Layout-Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST). Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 9(1): 19:1-19:38 (2025)- [j53]Megha Thukral, Harish Haresamudram, Thomas Plötz:
Cross-Domain HAR: Few-Shot Transfer Learning for Human Activity Recognition. ACM Trans. Intell. Syst. Technol. 16(1): 22:1-22:35 (2025) - [c93]Harish Haresamudram, Apoorva Beedu, Mashfiqui Rabbi, Sankalita Saha, Irfan Essa, Thomas Ploetz:
Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them. AAAI 2025: 273-281 - [c92]Joseph Breda, Keyu Chen, Thomas Plötz, Shwetak N. Patel:
ProxiCycle: Passively Mapping Cyclist Safety Using Smart Handlebars for Near-Miss Detection. CHI 2025: 284:1-284:19 - [i38]Alexander Karpekov, Sonia Chernova, Thomas Plötz:
DISCOVER: Data-driven Identification of Sub-activities via Clustering and Visualization for Enhanced Activity Recognition in Smart Homes. CoRR abs/2503.01733 (2025) - 2024
- [j52]Zikang Leng, Amitrajit Bhattacharjee, Hrudhai Rajasekhar, Lizhe Zhang, Elizabeth Bruda, Hyeokhyen Kwon, Thomas Plötz:
IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8(3): 112:1-112:32 (2024) - [j51]Naoto Takeda, Roberto Legaspi, Yasutaka Nishimura, Kazushi Ikeda, Atsunori Minamikawa, Thomas Plötz, Sonia Chernova:
Sensor event sequence prediction for proactive smart home: A GPT2-based autoregressive language model approach. J. Ambient Intell. Smart Environ. 16(3): 275-308 (2024) - [j50]Harish Haresamudram, Irfan Essa, Thomas Plötz:
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition. Sensors 24(4): 1238 (2024) - [j49]Srivatsa P, Thomas Plötz:
Using Graphs to Perform Effective Sensor-Based Human Activity Recognition in Smart Homes. Sensors 24(12): 3944 (2024) - [c91]Harish Haresamudram, Irfan Essa, Thomas Plötz:
A Washing Machine is All You Need? On the Feasibility of Machine Data for Self-Supervised Human Activity Recognition. ABC 2024: 1-10 - [c90]Shruthi K. Hiremath, Thomas Plötz:
Maintenance Required: Updating and Extending Bootstrapped Human Activity Recognition Systems for Smart Homes. ABC 2024: 1-13 - [c89]Sixuan Wu, Alexander Hoelzemann, Marius Bock, Kristof Van Laerhoven, Thomas Plötz, Alexander Travis Adams:
Basketball Shooting Performance Analysis Using Multi-Modal Wearable and Mobile Sensing in Semi-Naturalistic Settings. BSN 2024: 1-4 - [c88]Sungjin Hwang, Zikang Leng, Seungwoo Oh, Kwanguk (Kenny) Kim, Thomas Plötz:
More Data for People with Disabilities! Comparing Data Collection Efforts for Wheelchair Transportation Mode Detection. ISWC 2024: 82-88 - [i37]Sourish Gunesh Dhekane, Thomas Ploetz:
Transfer Learning in Human Activity Recognition: A Survey. CoRR abs/2401.10185 (2024) - [i36]Zikang Leng, Amitrajit Bhattacharjee, Hrudhai Rajasekhar, Lizhe Zhang, Elizabeth Bruda, Hyeokhyen Kwon, Thomas Plötz:
IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity Recognition. CoRR abs/2402.01049 (2024) - [i35]Megha Thukral, Sourish Gunesh Dhekane, Shruthi K. Hiremath, Harish Haresamudram, Thomas Ploetz:
Layout Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST). CoRR abs/2405.12368 (2024) - [i34]Harish Haresamudram, Hrudhai Rajasekhar, Nikhil Murlidhar Shanbhogue, Thomas Ploetz:
Large Language Models Memorize Sensor Datasets! Implications on Human Activity Recognition Research. CoRR abs/2406.05900 (2024) - [i33]Shruthi K. Hiremath, Thomas Ploetz:
Game of LLMs: Discovering Structural Constructs in Activities using Large Language Models. CoRR abs/2406.13777 (2024) - [i32]Shruthi K. Hiremath, Thomas Ploetz:
Maintenance Required: Updating and Extending Bootstrapped Human Activity Recognition Systems for Smart Homes. CoRR abs/2406.14446 (2024) - [i31]Harish Haresamudram, Apoorva Beedu, Mashfiqui Rabbi, Sankalita Saha, Irfan Essa, Thomas Ploetz:
Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them. CoRR abs/2408.12023 (2024) - [i30]Harish Haresamudram, Chi Ian Tang, Sungho Suh, Paul Lukowicz, Thomas Ploetz:
Past, Present, and Future of Sensor-based Human Activity Recognition using Wearables: A Surveying Tutorial on a Still Challenging Task. CoRR abs/2411.14452 (2024) - 2023
- [j48]Vedant Das Swain, HyeokHyen Kwon, Sonia Sargolzaei, Bahador Saket, Mehrab Bin Morshed, Kathy Tran, Devashru Patel, Yexin Tian, Joshua Philipose, Yulai Cui, Thomas Plötz, Munmun De Choudhury, Gregory D. Abowd:
Leveraging WiFi network logs to infer student collocation and its relationship with academic performance. EPJ Data Sci. 12(1): 22 (2023) - [j47]Shuai Shao, Yu Guan, Bing Zhai, Paolo Missier, Thomas Plötz:
ConvBoost: Boosting ConvNets for Sensor-based Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(2): 75:1-75:21 (2023) - [j46]Shruthi K. Hiremath, Thomas Plötz:
The Lifespan of Human Activity Recognition Systems for Smart Homes. Sensors 23(18): 7729 (2023) - [j45]Devleena Das, Yasutaka Nishimura, Rajan P. Vivek, Naoto Takeda, Sean T. Fish, Thomas Plötz, Sonia Chernova:
Explainable Activity Recognition for Smart Home Systems. ACM Trans. Interact. Intell. Syst. 13(2): 7:1-7:39 (2023) - [c87]David Martin, Zikang Leng, Tan Gemicioglu, Jon Womack, Jocelyn Heath, William C. Neubauer, Hyeokhyen Kwon, Thomas Ploetz, Thad Starner:
FingerSpeller: Camera-Free Text Entry Using Smart Rings for American Sign Language Fingerspelling Recognition. ASSETS 2023: 86:1-86:5 - [c86]Harish Haresamudram, Chi Ian Tang, Sungho Suh, Paul Lukowicz, Thomas Ploetz:
Solving the Sensor-based Activity Recognition Problem (SOAR): Self-supervised, Multi-modal Recognition of Activities from Wearable Sensors. UbiComp/ISWC Adjunct 2023: 759-761 - [c85]Yasutaka Nishimura, Naoto Takeda, Roberto Legaspi, Kazushi Ikeda, Thomas Plötz, Sonia Chernova:
ALLFA: Active Learning Through Label and Feature Augmentation. ICMLA 2023: 158-165 - [c84]Naoto Takeda, Roberto Legaspi, Yasutaka Nishimura, Kazushi Ikeda, Atsunori Minamikawa, Thomas Plötz, Sonia Chernova:
Sensor Event Sequence Prediction for Proactive Smart Home Support Using Autoregressive Language Model. IE 2023: 1-8 - [c83]Anam Ahmad, Thomas Ploetz:
Challenges in Using Skin Conductance Responses for Assessments of Information Worker Productivity. ISWC 2023: 33-38 - [c82]Zikang Leng, Hyeokhyen Kwon, Thomas Ploetz:
Generating Virtual On-body Accelerometer Data from Virtual Textual Descriptions for Human Activity Recognition. ISWC 2023: 39-43 - [c81]Zikang Leng, Yash Jain, Hyeokhyen Kwon, Thomas Ploetz:
On the Utility of Virtual On-body Acceleration Data for Fine-grained Human Activity Recognition. ISWC 2023: 55-59 - [c80]Sourish Gunesh Dhekane, Harish Haresamudram, Megha Thukral, Thomas Plötz:
How Much Unlabeled Data is Really Needed for Effective Self-Supervised Human Activity Recognition? ISWC 2023: 66-70 - [c79]Harish Haresamudram, Irfan Essa, Thomas Plötz:
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition. PERCOM 2023: 232-241 - [c78]Thomas Plötz:
Keynote: Computational Behavior Analysis - Pushing the Boundaries Towards Usable Digital Health. PerCom Workshops 2023: 564 - [c77]Thomas Plötz:
If only we had more data!: Sensor-Based Human Activity Recognition in Challenging Scenarios. PerCom Workshops 2023: 565-570 - [c76]Shuai Shan, Yu Guan, Xin Guan, Paolo Missier, Thomas Plötz:
On Training Strategies for LSTMs in Sensor-Based Human Activity Recognition. PerCom Workshops 2023: 653-658 - [c75]Yasutaka Nishimura, Naoto Takeda, Roberto Legaspi, Kazushi Ikeda, Thomas Plötz, Sonia Chernova:
Extraction of Important Temporal Order for eXplainable AI on Time-series data. PerCom Workshops 2023: 659-664 - [i29]Zikang Leng, HyeokHyen Kwon, Thomas Plötz:
Generating Virtual On-body Accelerometer Data from Virtual Textual Descriptions for Human Activity Recognition. CoRR abs/2305.03187 (2023) - [i28]Shuai Shao, Yu Guan, Bing Zhai, Paolo Missier, Thomas Ploetz:
ConvBoost: Boosting ConvNets for Sensor-based Activity Recognition. CoRR abs/2305.13541 (2023) - [i27]Harish Haresamudram, Irfan Essa, Thomas Ploetz:
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition. CoRR abs/2306.01108 (2023) - [i26]Zikang Leng, Hyeokhyen Kwon, Thomas Plötz:
On the Benefit of Generative Foundation Models for Human Activity Recognition. CoRR abs/2310.12085 (2023) - [i25]Megha Thukral, Harish Haresamudram, Thomas Ploetz:
Cross-Domain HAR: Few Shot Transfer Learning for Human Activity Recognition. CoRR abs/2310.14390 (2023) - [i24]Srivatsa P, Thomas Plötz:
Know Thy Neighbors: A Graph Based Approach for Effective Sensor-Based Human Activity Recognition in Smart Homes. CoRR abs/2311.09514 (2023) - 2022
- [j44]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 (2022) - [j43]Mehrab Bin Morshed, Samruddhi Shreeram Kulkarni, Koustuv Saha, Richard Li, Leah G. Roper, Lama Nachman, Hong Lu, Lucia Mirabella, Sanjeev Srivastava, Kaya de Barbaro, Munmun De Choudhury, Thomas Plötz, Gregory D. Abowd:
Food, Mood, Context: Examining College Students' Eating Context and Mental Well-being. ACM Trans. Comput. Heal. 3(4): 38:1-38:26 (2022) - [j42]Betsy DiSalvo, Dheeraj Bandaru, Qiaosi Wang, Hong Li, Thomas Plötz:
Reading the Room: Automated, Momentary Assessment of Student Engagement in the Classroom: Are We There Yet? Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(3): 112:1-112:26 (2022) - [j41]Harish Haresamudram, Irfan Essa, Thomas Plötz:
Assessing the State of Self-Supervised Human Activity Recognition Using Wearables. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(3): 116:1-116:47 (2022) - [j40]Shruthi K. Hiremath, Yasutaka Nishimura, Sonia Chernova, Thomas Plötz:
Bootstrapping Human Activity Recognition Systems for Smart Homes from Scratch. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(3): 119:1-119:27 (2022) - [j39]Xiaoli Li, Huanhuan Chen, Thomas Ploetz, Min Wu, Zhenghua Chen:
Guest Editorial Special Issue on Computational Intelligence for IoT-based Human Activity Recognition. IEEE Trans. Emerg. Top. Comput. Intell. 6(4): 725-727 (2022) - [c74]Yash Jain, HyeokHyen Kwon, Thomas Ploetz:
On the Effectiveness of Virtual IMU Data for Eating Detection with Wrist Sensors. UbiComp/ISWC Adjunct 2022: 50-52 - [c73]Abrar Ahmed, Harish Haresamudram, Thomas Ploetz:
Clustering of Human Activities from Wearables by Adopting Nearest Neighbors. ISWC 2022: 1-5 - [c72]Mehrab Bin Morshed, Harish Kashyap Haresamudram, Dheeraj Bandaru, Gregory D. Abowd, Thomas Ploetz:
A Personalized Approach for Developing a Snacking Detection System using Earbuds in a Semi-Naturalistic Setting. ISWC 2022: 11-16 - [c71]Yulai Cui, Shruthi Kashinath Hiremath, Thomas Ploetz:
Reinforcement Learning Based Online Active Learning for Human Activity Recognition. ISWC 2022: 23-27 - [i23]Harish Haresamudram, Irfan Essa, Thomas Plötz:
Assessing the State of Self-Supervised Human Activity Recognition using Wearables. CoRR abs/2202.12938 (2022) - [i22]Daniel Scarafoni, Irfan Essa, Thomas Ploetz:
Finding Islands of Predictability in Action Forecasting. CoRR abs/2210.07354 (2022) - [i21]Zikang Leng, Yash Jain, HyeokHyen Kwon, Thomas Plötz:
Fine-grained Human Activity Recognition Using Virtual On-body Acceleration Data. CoRR abs/2211.01342 (2022) - [i20]Harish Haresamudram, Irfan Essa, Thomas Ploetz:
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition. CoRR abs/2211.06173 (2022) - [i19]Shuai Shao, Yu Guan, Xin Guan, Paolo Missier, Thomas Ploetz:
Simple Yet Surprisingly Effective Training Strategies for LSTMs in Sensor-Based Human Activity Recognition. CoRR abs/2212.13918 (2022) - 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 A. 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, Kathy Tran, Devashru Patel, Yexin Tian, Joshua Philipose, Yulai 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]Xuewen 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. TEI 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 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
- [b2]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]Thomas Plötz, Gernot A. Fink:
Markov models for offline handwriting recognition: a survey. Int. J. Document Anal. Recognit. 12(4): 269-298 (2009) - [j3]Szilárd Vajda, Thomas Plötz, Gernot A. Fink:
Layout Analysis for Camera-Based Whiteboard Notes. J. Univers. Comput. Sci. 15(18): 3307-3324 (2009) - [c16]Boris Schauerte, Jan Richarz, Thomas Plötz, Christian Thurau, Gernot A. Fink:
Multi-modal and multi-camera attention in smart environments. ICMI 2009: 261-268 - [c15]Boris Schauerte, Thomas Plötz, Gernot A. Fink:
A Multi-modal Attention System for Smart Environments. ICVS 2009: 73-83 - [c14]Kai Lienemann, Thomas Plötz, Gernot A. Fink:
Stacking for Ensembles of Local Experts in Metabonomic Applications. MCS 2009: 498-508 - 2008
- [c13]Thomas Plötz, Christian Kleine-Cosack, Gernot A. Fink:
Towards Human Centered Ambient Intelligence. AmI 2008: 26-43 - [c12]Kai Lienemann, Thomas Plötz, Gernot A. Fink:
SVM ensemble classification of NMR spectra based on different configurations of data processing techniques. ICPR 2008: 1-4 - [c11]Birgit Möller, Thomas Plötz, Gernot A. Fink:
Calibration-free camera hand-over for fast and reliable person tracking in multi-camera setups. ICPR 2008: 1-4 - [c10]Jan Richarz, Thomas Plötz, Gernot A. Fink:
Real-time detection and interpretation of 3D deictic gestures for interactionwith an intelligent environment. ICPR 2008: 1-4 - [c9]Kai Lienemann, Thomas Plötz, Gernot A. Fink:
Automatic Classification of NMR Spectra by Ensembles of Local Experts. SSPR/SPR 2008: 790-800 - 2007
- [c8]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:
Evaluating Ubiquitous Systems with Users (Workshop Summary). AmI Workshops 2007: 63-74 - [c7]Gernot A. Fink, Thomas Plötz:
On the Use of Context-Dependent Modeling Units for HMM-Based Offline Handwriting Recognition. ICDAR 2007: 729-733 - [c6]Kai Lienemann, Thomas Plötz, Gernot A. Fink:
On the Application of SVM-Ensembles Based on Adapted Random Subspace Sampling for Automatic Classification of NMR Data. MCS 2007: 42-51 - 2006
- [j2]Thomas Plötz, Gernot A. Fink:
Pattern recognition methods for advanced stochastic protein sequence analysis using HMMs. Pattern Recognit. 39(12): 2267-2280 (2006) - [c5]Thomas Plötz, Gernot A. Fink, Peter Husemann, Sven Kanies, Kai Lienemann, Tobias Marschall, Marcel Martin, Lars Schillingmann, Matthias Steinrücken, Henner Sudek:
Automatic Detection of Song Changes in Music Mixes Using Stochastic Models. ICPR (3) 2006: 665-668 - 2005
- [b1]Thomas Plötz:
Advanced stochastic protein sequence analysis (Neue Ansätze zur Analyse von Proteinsequenzen mit Hidden-Markov-Modellen). Bielefeld University, Germany, 2005 - [c4]Gernot A. Fink, Thomas Plötz:
On Appearance-Based Feature Extraction Methods for Writer-Independent Handwritten Text Recognition. ICDAR 2005: 1070-1074 - 2004
- [c3]Thomas Plötz, Gernot A. Fink:
Feature Extraction for Improved Profile HMM based Biological Sequence Analysis. ICPR (2) 2004: 315-318 - [c2]Gernot A. Fink, Thomas Plötz:
Integrating speaker identification and learning with adaptive speech recognition. Odyssey 2004: 185-192 - 2003
- [j1]Jannik Fritsch, Marcus Kleinehagenbrock, Sebastian Lang, Thomas Plötz, Gernot A. Fink, Gerhard Sagerer:
Multi-modal anchoring for human-robot interaction. Robotics Auton. Syst. 43(2-3): 133-147 (2003) - 2002
- [c1]Thomas Plötz, Gernot A. Fink:
Robust time-synchronous environmental adaptation for continuous speech recognition systems. INTERSPEECH 2002: 1409-1412
Coauthor Index
Irfan A. Essa
aka: Irfan Essa
aka: Irfan Essa
Nils Y. Hammerla
aka: Nils Yannick Hammerla
aka: Nils Yannick Hammerla
Harish Haresamudram
aka: Harish Kashyap Haresamudram
aka: Harish Kashyap Haresamudram
Shruthi K. Hiremath
aka: Shruthi Kashinath Hiremath
aka: Shruthi Kashinath Hiremath
Hyeokhyen Kwon
aka: HyeokHyen Kwon
aka: HyeokHyen Kwon
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