Publications

Please also refer to the Google Scholar profiles of the group members.

2023

  1. ACM
    FingerSpeller: Camera-Free Text Entry Using Smart Rings for American Sign Language Fingerspelling Recognition
    Martin, David, Leng, Zikang, Gemicioglu, Tan, Womack, Jon, Heath, Jocelyn, Neubauer, William C, Kwon, Hyeokhyen, Ploetz, Thomas, and Starner, Thad
    In Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility 2023
  2. ACM
    On the Benefit of Generative Foundation Models for Human Activity Recognition
    Leng, Zikang, Kwon, Hyeokhyen, and Plötz, Thomas
    arXiv preprint arXiv:2310.12085 2023
  3. ISWC
    Generating Virtual On-Body Accelerometer Data from Virtual Textual Descriptions for Human Activity Recognition
    Leng, Zikang, Kwon, Hyeokhyen, and Ploetz, Thomas
    In Proceedings of the 2023 ACM International Symposium on Wearable Computers 2023
  4. IMWUT
    ConvBoost: Boosting ConvNets for Sensor-based Activity Recognition
    Shao, Shuai, Guan, Yu, Zhai, Bing, Missier, Paolo, and Plötz, Thomas
    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2023
  5. IEEE
    Sensor Event Sequence Prediction for Proactive Smart Home Support Using Autoregressive Language Model
    Takeda, Naoto, Legaspi, Roberto, Nishimura, Yasutaka, Ikeda, Kazushi, Minamikawa, Atsunori, Plötz, Thomas, and Chernova, Sonia
    In 2023 19th International Conference on Intelligent Environments (IE) 2023
  6. Sensors
    The Lifespan of Human Activity Recognition Systems for Smart Homes
    Hiremath, Shruthi K, and Plötz, Thomas
    Sensors 2023
  7. ISWC
    How Much Unlabeled Data is Really Needed for Effective Self-Supervised Human Activity Recognition?
    Dhekane, Sourish Gunesh, Haresamudram, Harish, Thukral, Megha, and Plötz, Thomas
    In Proceedings of the 2023 International Symposium on Wearable Computers 2023
  8. ISWC
    On the Utility of Virtual On-body Acceleration Data for Fine-grained Human Activity Recognition
    Leng, Zikang, Jain, Yash, Kwon, Hyeokhyen, and Ploetz, Thomas
    In Proceedings of the 2023 International Symposium on Wearable Computers 2023
  9. ISWC
    Challenges in Using Skin Conductance Responses for Assessments of Information Worker Productivity
    Ahmad, Anam, and Ploetz, Thomas
    In Proceedings of the 2023 International Symposium on Wearable Computers 2023
  10. Ubicomp
    Solving the Sensor-based Activity Recognition Problem (SOAR): Self-supervised, Multi-modal Recognition of Activities from Wearable Sensors
    Haresamudram, Harish, Tang, Chi Ian, Suh, Sungho, Lukowicz, Paul, and Ploetz, Thomas
    In Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing 2023
  11. Springer
    Leveraging WiFi network logs to infer student collocation and its relationship with academic performance
    Swain, Vedant Das, Kwon, Hyeokhyen, Sargolzaei, Sonia, Saket, Bahador, Morshed, Mehrab Bin, Tran, Kathy, Patel, Devashru, Tian, Yexin, Philipose, Joshua, Cui, Yulai, and others,
    EPJ Data Science 2023
  12. IEEE
    Extraction of Important Temporal Order for eXplainable AI on Time-series data
    Nishimura, Yasutaka, Takeda, Naoto, Legaspi, Roberto, Ikeda, Kazushi, Plötz, Thomas, and Chernova, Sonia
    In 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) 2023
  13. Percom
    On Training Strategies for LSTMs in Sensor-Based Human Activity Recognition
    Shan, Shuai, Guan, Yu, Guan, Xin, Missier, Paolo, and Plötz, Thomas
    In 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) 2023
  14. Percom
    Keynote: Computational Behavior Analysis-Pushing the Boundaries Towards Usable Digital Health
    Plötz, Thomas
    In 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) 2023
  15. Percom
    If only we had more data!: Sensor-Based Human Activity Recognition in Challenging Scenarios
    Plötz, Thomas
    In 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) 2023
  16. ACM
    Explainable activity recognition for smart home systems
    Das, Devleena, Nishimura, Yasutaka, Vivek, Rajan P, Takeda, Naoto, Fish, Sean T, Ploetz, Thomas, and Chernova, Sonia
    ACM Transactions on Interactive Intelligent Systems 2023
  17. Percom
    Investigating enhancements to contrastive predictive coding for human activity recognition
    Haresamudram, Harish, Essa, Irfan, and Plötz, Thomas
    In 2023 IEEE International Conference on Pervasive Computing and Communications (PerCom) 2023
  18. arXiv
    Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition
    Haresamudram, Harish, Essa, Irfan, and Ploetz, Thomas
    arXiv preprint arXiv:2306.01108 2023

2022

  1. ISWC
    Reinforcement Learning Based Online Active Learning for Human Activity Recognition
    Cui, Yulai, Hiremath, Shruthi Kashinath, and Ploetz, Thomas
    In Proceedings of the 2022 ACM International Symposium on Wearable Computers 2022
  2. ISWC
    A Personalized Approach for Developing a Snacking Detection System Using Earbuds in a Semi-Naturalistic Setting
    Bin Morshed, Mehrab, Haresamudram, Harish Kashyap, Bandaru, Dheeraj, Abowd, Gregory D., and Ploetz, Thomas
    In Proceedings of the 2022 ACM International Symposium on Wearable Computers 2022
  3. ISWC
    Clustering of Human Activities from Wearables by Adopting Nearest Neighbors
    Ahmed, Abrar, Haresamudram, Harish, and Ploetz, Thomas
    In Proceedings of the 2022 ACM International Symposium on Wearable Computers 2022
  4. Ubicomp
    On the Effectiveness of Virtual IMU Data for Eating Detection with Wrist Sensors
    Jain, Yash, Kwon, Hyeokhyen, and Plötz, Thomas
    In Adjunct Proceedings of UbiComp 2022
  5. IMWUT
    Reading the Room: Automated, Momentary Assessment of Student Engagement in the Classroom: Are We There Yet?
    DiSalvo, Betsy, Bandaru, Dheeraj, Wang, Qiaosi, Li, Hong, and Plötz, Thomas
    Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Sep 2022
  6. IMWUT
    Bootstrapping Human Activity Recognition Systems for Smart Homes from Scratch
    Hiremath, Shruthi K., Nishimura, Yasutaka, Chernova, Sonia, and Plötz, Thomas
    Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Sep 2022
  7. IEEE
    Guest Editorial Special Issue on Computational Intelligence for IoT-based Human Activity Recognition
    Li, Xiaoli, Chen, Huanhuan, Ploetz, Thomas, Wu, Min, and Chen, Zhenghua
    IEEE Transactions on Emerging Topics in Computational Intelligence Sep 2022
  8. IMWUT
    Assessing the State of Self-Supervised Human Activity Recognition Using Wearables
    Haresamudram, Harish, Essa, Irfan, and Plötz, Thomas
    Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Sep 2022
  9. ACMH
    Food, Mood, Context: Examining College Students’ Eating Context and Mental Well-Being
    Morshed, Mehrab Bin, Kulkarni, Samruddhi Shreeram, Saha, Koustuv, Li, Richard, Roper, Leah G, Nachman, Lama, Lu, Hong, Mirabella, Lucia, Srivastava, Sanjeev, Barbaro, Kaya, and others,
    ACM Transactions on Computing for Healthcare Sep 2022
  10. CHI
    Supporting the Contact Tracing Process with WiFi Location Data: Opportunities and Challenges
    Hall, Kaely, Yoo, Dong Whi, Zhang, Wenrui, Bin Morshed, Mehrab, Das Swain, Vedant, Abowd, Gregory D, De Choudhury, Munmun, Endert, Alex, Stasko, John, and Kim, Jennifer G
    Sep 2022
  11. CHI
    Design of Digital Workplace Stress-Reduction Intervention Systems: Effects of Intervention Type and Timing
    Howe, Esther, Suh, Jina, Bin Morshed, Mehrab, McDuff, Daniel, Rowan, Kael, Hernandez, Javier, Abdin, Marah Ihab, Ramos, Gonzalo, Tran, Tracy, and Czerwinski, Mary P
    Sep 2022

2021

  1. IMWUT
    Ubi-SleepNet: Advanced Multimodal Fusion Techniques for Three-stage Sleep Classification Using Ubiquitous Sensing
    Zhai, Bing, Guan, Yu, Catt, Michael, and Plötz, Thomas
    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies Sep 2021
  2. Sensors
    Complex Deep Neural Networks from Large Scale Virtual IMU Data for Effective Human Activity Recognition Using Wearables
    Kwon, Hyeokhyen, Abowd, Gregory D, and Plötz, Thomas
    Sensors Sep 2021
  3. ISWC
    On the Role of Context Length for Feature Extraction and Sequence Modeling in Human Activity Recognition
    Hiremath, Shruthi Kashinath, and Ploetz, Thomas
    In 2021 International Symposium on Wearable Computers Sep 2021
  4. ACM
    Can You See It? Good, So We Can Sense It!
    Kwon, Hyeokhyen, Tong, Catherine, Haresamudram, Harish, Gao, Yan, Abowd, Gregory D, Lane, Nicholas D, and Ploetz, Thomas
    GetMobile: Mobile Computing and Communications Sep 2021
  5. IMWUT
    Approaching the real-world: Supporting activity recognition training with virtual imu data
    Kwon, Hyeokhyen, Wang, Bingyao, Abowd, Gregory D, and Plötz, Thomas
    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies Sep 2021
  6. ACM
    Applying machine learning for sensor data analysis in interactive systems: Common pitfalls of pragmatic use and ways to avoid them
    Pl√Ėtz, Thomas
    ACM Computing Surveys (CSUR) Sep 2021
  7. PSM
    Deep learning-based automated speech detection as a marker of social functioning in late-life depression
    Little, Bethany, Alshabrawy, Ossama, Stow, Daniel, Ferrier, I Nicol, McNaney, Roisin, Jackson, Daniel G, Ladha, Karim, Ladha, Cassim, Ploetz, Thomas, Bacardit, Jaume, and others,
    Psychological medicine Sep 2021
  8. arXiv
    Explainable Activity Recognition for Smart Home Systems
    Das, Devleena, Nishimura, Yasutaka, Vivek, Rajan P, Takeda, Naoto, Fish, Sean T, Ploetz, Thomas, and Chernova, Sonia
    arXiv preprint arXiv:2105.09787 Sep 2021
  9. arXiv
    PLAN-B: predicting likely alternative next best sequences for action prediction
    Scarafoni, Dan, Essa, Irfan, and Ploetz, Thomas
    arXiv preprint arXiv:2103.15987 Sep 2021
  10. Springer
    Personalization Models for Human Activity Recognition with Distribution Matching-Based Metrics
    Nguyen, Huy Thong, Kwon, Hyeokhyen, Haresamudram, Harish, Peterson, Andrew F, and Plötz, Thomas
    In International Workshop on Deep Learning for Human Activity Recognition Sep 2021
  11. ISWC
    ISWC 2020: A Gathertown of Cyborgs
    Plötz, Thomas, Healey, Jennifer, and Van Laerhoven, Kristof
    IEEE Pervasive Comput. Sep 2021
  12. IMWUT
    Contrastive predictive coding for human activity recognition
    Harish Haresamudram, Thomas Plötz
    Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Sep 2021
  13. ACM
    Deep learning-based automated speech detection as a marker of social functioning in late-life depression
    Psychological Medicine Sep 2021

2020

  1. ACM
    Generalized and efficient skill assessment from IMU data with applications in gymnastics and medical training
    Khan, Aftab, Mellor, Sebastian, King, Rachel, Janko, Balazs, Harwin, William, Sherratt, R Simon, Craddock, Ian, and Plötz, Thomas
    ACM Transactions on Computing for Healthcare Sep 2020
  2. ACM
    Sensing Affect to Empower Students: Learner Perspectives on Affect-Sensitive Technology in Large Educational Contexts
    Wang, Qiaosi, Jing, Shan, Joyner, David, Wilcox, Lauren, Li, Hong, Plötz, Thomas, and Disalvo, Betsy
    In Proceedings of the Seventh ACM Conference on Learning@ Scale Sep 2020
  3. IEEE
    Estimation of instantaneous oxygen uptake during exercise and daily activities using a wearable cardio-electromechanical and environmental sensor
    Shandhi, Md Mobashir Hasan, Bartlett, William H, Heller, James Alex, Etemadi, Mozziyar, Young, Aaron, Plötz, Thomas, and Inan, Omer T
    IEEE Journal of Biomedical and Health Informatics Sep 2020
  4. arXiv
    Transfer learning for activity recognition in mobile health
    Ma, Yuchao, Campbell, Andrew T, Cook, Diane J, Lach, John, Patel, Shwetak N, Ploetz, Thomas, Sarrafzadeh, Majid, Spruijt-Metz, Donna, and Ghasemzadeh, Hassan
    arXiv preprint arXiv:2007.06062 Sep 2020
  5. arXiv
    Leveraging WiFi network logs to infer social interactions: A case study of academic performance and student behavior
    Swain, V Das, Kwon, HyeokHyen, Saket, Bahador, Morshed, M Bin, Tran, KATHY, Patel, Devashru, Tian, YEXIN, Philipose, Joshua, Cui, YULAI, Plötz, Thomas, and others,
    arXiv preprint arXiv:2005.11228 Sep 2020
  6. EAI
    Measuring self-esteem with passive sensing
    Bin Morshed, Mehrab, Saha, Koustuv, De Choudhury, Munmun, Abowd, Gregory D, and Plötz, Thomas
    In Proceedings of the 14th EAI International Conference on Pervasive Computing Technologies for Healthcare Sep 2020
  7. IMWUT
    Deriving Effective Human Activity Recognition Systems through Objective Task Complexity Assessment
    Shruthi K Hiremath, Thomas Plötz
    Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Sep 2020
  8. JMIR
    A Real-Time Eating Detection System for Capturing Eating Moments and Triggering Ecological Momentary Assessments to Obtain Further Context: System Development and Validation Study
    JMIR mHealth and uHealth Sep 2020
  9. ISWC
    Masked reconstruction based self-supervision for human activity recognition
    Haresamudram, Harish, Beedu, Apoorva, Agrawal, Varun, Grady, Patrick L, Essa, Irfan, Hoffman, Judy, and Plötz, Thomas
    In Proceedings of the 2020 international symposium on wearable computers Sep 2020
  10. IEEE
    Estimation of Instantaneous Oxygen Uptake during Exercise and Daily Activities using a Wearable Cardio-Electromechanical and Environmental Sensor
    IEEE Journal of Biomedical and Health Informatics Sep 2020
  11. ACM
    IMUTube: Automatic extraction of virtual on-body accelerometry from video for human activity recognition
    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies Sep 2020

2019

  1. ACM
    Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers
    Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Sep 2019
  2. IEEE
    Recognition Of Atypical Behavior In Autism Diagnosis From Video Using Pose Estimation Over Time
    IEEE 29th International Workshop on Machine Learning for Signal Processing Sep 2019
  3. ISWC
    Handling annotation uncertainty in human activity recognition
    Hyeokhyen Kwon, Thomas Ploetz
    Proceedings of the 23rd International Symposium on Wearable Computers Sep 2019
  4. ACM
    Prediction of Mood Instability with Passive Sensing
    Morshed, Mehrab Bin, Saha, Koustuv, Li, Richard, D’Mello, Sidney K, De Choudhury, Munmun, Abowd, Gregory D, and Ploetz, Thomas
    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies Sep 2019

2018

  1. T&F
    Comparing Regional Patterns of Individual Movement Using Corrected Mobility Entropy
    Journal of Urban Technology Sep 2018
  2. SAGE
    Prompting arm activity after stroke: A clinical proof of concept study of wrist-worn accelerometers with a vibrating alert function
    Journal of Rehabilitation and Assistive Technologies Engineering Sep 2018
  3. IEEE
    Deep Learning for Human Activity Recognition in Mobile Computing, Machine Learning
    Thomas Ploetz, Yu Guan
    Mobile, wearable, ubiquitous computing; Activity Recognition Sep 2018

2017

  1. IxD&A
    Designing Future Ubiquitous Homes with OUI Interiors - Possibilities and Challenges
    S. Nabil, T. Ploetz, and Wright, P. C.
    Interaction Design and Architectures, Sep 2017
  2. ACM
    A Unified Model for User Identification on Multi-Touch Surfaces: A Survey and Meta-Analysis
    Ahmed Kharrufa, Thomas Ploetz, and Olivier, Patrick
    ACM Transactions on Computer- Human Interaction Sep 2017
  3. ACM
    Ensembles of Deep LSTM Learners for Activity Recognition using Wearables
    Yu Guan, Thomas Ploetz
    Wearables, Machine Learning, Ubiquitous and Wearable Computing, Activity Recognition,PACM IMWUT Sep 2017

2013

  1. PLOS ONE
    Cardiorespiratory fitness is associated with hard and light intensity physical activity but not time spent sedentary in 10‚Äď14 year old schoolchildren: the HAPPY study
    Denton, Sarah J, Trenell, Michael I, Ploetz, Thomas, Savory, Louise A, Bailey, Daniel P, and Kerr, Catherine J
    PLOS One Sep 2013
  2. PLOS ONE
    Physical activity, sedentary behaviour and metabolic control following stroke: a cross-sectional and longitudinal study
    Moore, Sarah A, Hallsworth, Kate, Ploetz, Thomas, Ford, Gary A, Rochester, Lynn, and Trenell, Michael I
    PLOS One Sep 2013
  3. ACM
    The mobile fitness coach: Towards individualized skill assessment using personalized mobile devices
    Kranz, Matthias, Moeller, Andreas, Hammerla, Nils, Diewald, Stefan, Olivier, Patrick, Roalter, Luis, and Ploetz, Thomas
    Pervasive and Mobile Computing, Elsevier Sep 2013

2012

  1. ACM
    Digital Object Memories for the Internet of Things (DOMe-Iot)
    Kawsar, Fahim, Speed, Chris, Kroener, Alexander, Haupert, Jens, Ploetz, Thomas, and Schreiber, Daniel
    Proceedings of the 2012 ACM Conference on Ubiquitous Computing Sep 2012
  2. ACM
    The French Kitchen: Task-Based Learning in an Instrumented Kitchen
    Hooper, Clare J, Preston, Anne, Balaam, Madeline, Seedhouse, Paul, Rafiev, Ashur, Kipling, Mat, Jackson, Daniel, Pham, Cuong, Ladha, Cassim, Ladha, Karim, and others,
    14th International Conference on Ubiquitous Computing Sep 2012
  3. ACM
    Recognizing water-based activities in the home through infrastructure-mediated sensing
    Thomaz, Edison, Bettadapura, Vinay, Reyes, Gabriel, Sandesh, Megha, Schindler, Grant, Ploetz, Thomas, Abowd, Gregory D, and Essa, Irfan
    Proceedings of the 2012 ACM Conference on Ubiquitous Computing Sep 2012
  4. ACM
    Automatic assessment of problem behavior in individuals with developmental disabilities
    Ploetz, Thomas, Hammerla, Nils Y, Rozga, Agata, Reavis, Andrea, Call, Nathan, and Abowd, Gregory D
    Proceedings of the 2012 ACM conference on ubiquitous computing Sep 2012
  5. IEEE
    Automatic Synchronization of Wearable Sensors and Video Cameras for Ground Truth Annotation: A Practical Approach
    Ploetz, Thomas, Chen, Chen, Hammerla, Nils Y, and Abowd, Gregory D
    2012 16th International Symposium on Wearable Computers Sep 2012
  6. IEEE
    Gymskill: A personal trainer for physical exercises
    Moeller, Andreas, Roalter, Luis, Diewald, Stefan, Scherr, Johannes, Kranz, Matthias, Hammerla, Nils, Olivier, Patrick, and Ploetz, Thomas
    IEEE International Conference on Pervasive Computing and Communications Sep 2012

2011

  1. ACM
    Who is Cooking? Sensor-Based Actor Identification in the Kitchen
    Ploetz, Thomas, Pham, Cuong, and Olivier, Patrick
    International Workshop on Frontiers in Activity Recognition using Pervasive Sensing Sep 2011
  2. ACM
    Rapid specification and automated generation of prompting systems to assist people with dementia
    Hoey, Jesse, Ploetz, Thomas, Jackson, Dan, Monk, Andrew, Pham, Cuong, and Olivier, Patrick
    Pervasive and Mobile Computing, Elsevier Sep 2011
  3. ACM
    Feature learning for activity recognition in ubiquitous computing
    Plötz, Nils Y. Hammerla, and Olivier, Patrick L.
    Twenty-Second International Joint Conference on Artificial Intelligence Sep 2011
  4. IEEE
    Towards a pervasive kitchen infrastructure for measuring cooking competence
    International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) and Workshops Sep 2011
  5. PLOS ONE
    Habitual physical activity in mitochondrial disease
    PLoS One Sep 2011
  6. ACM
    Cueing for drooling in Parkinson’s disease
    Proceedings of the SIGCHI Conference on Human Factors in Computing Systems Sep 2011
  7. ACM
    International workshop on networking and object memories for the internet of things
    Proceedings of the 13th international conference on Ubiquitous computing Sep 2011
  8. Springer
    Activity Recognition and Healthier Food Preparation
    Activity Recognition in Pervasive Intelligent Environments. Sep 2011
  9. QJM
    Physical activity intensity but not sedentary activity is reduced in chronic fatigue syndrome and is associated with autonomic regulation
    Newton, JL, Pairman, J, Hallsworth, K, Moore, S, Plotz, T, and Trenell, MI
    QJM: An International Journal of Medicine Sep 2011
  10. ACM
    Assessing motor performance with PCA
    Hammerla, Nils Y, Plotz, Thomas, Andras, Peter, and Olivier, Patrick
    Proc. Int. Workshop on Frontiers in Activity Recognition using Pervasive Sensing Sep 2011

2010

  1. IEEE
    Real-time activity recognition for food preparation
    Pham, Cuong, Ploetz, Thomas, and Oliver, Patrick
    Proceedings of the IEEE International Conference on Computing and Communication Technologies Sep 2010
  2. ACM
    How to do good research in activity recognition
    Ploetz, Thomas
    Proceedings of the Workshop on ‚ÄúHow to do good research in Activity Recognition‚ÄĚ Sep 2010
  3. ACM
    Digital object memories in the internet of things workshop
    Proceedings of the 12th ACM international conference adjunct papers on Ubiquitous computing-Adjunct Sep 2010
  4. Springer
    A dynamic time warping approach to real-time activity recognition for food preparation
    Pham, Thomas Plötz, and Olivier, Patrick
    International Joint Conference on Ambient Intelligence Sep 2010

2009

  1. IEEE
    A hierarchical approach to unsupervised shape calibration of microphone array networks
    Hennecke, Marius, Plotz, Thomas, Fink, Gernot A, Schmalenstroer, Jorg, and Hab-Umbach, Reinhold
    SP 15th Workshop on Statistical Signal Processing Sep 2009
  2. ACM
    Stacking for ensembles of local experts in metabonomic applications
    Lienemann, Kai, Ploetz, Thomas, and Fink, Gernot A
    International Workshop on Multiple Classifier Systems Sep 2009
  3. CBDAR
    Camera-based analysis of whiteboard notes
    Vajda, Szilard, Ramforth, Tobias, Ploetz, Thomas, and Fink, Gernot A
    Int. Workshop on Camera-Based Document Analysis and Recognition Sep 2009
  4. Springer
    A multi-modal attention system for smart environments
    Schauerte, Thomas Plötz, and Fink., Gernot A.
    International Conference on Computer Vision Systems Sep 2009
  5. DBLP
    Layout Analysis for Camera-Based Whiteboard Notes
    Vajda, Thomas Plötz, and Fink, Gernot A.
    JOURNAL OF UNIVERSAL COMPUTER SCIENCE Sep 2009
  6. ACM
    Multi-modal and multi-camera attention in smart environments
    Schauerte, Boris, Richarz, Jan, Ploetz, Thomas, Thurau, Christian, and Fink, Gernot A
    Proceedings of the 2009 international conference on Multimodal interfaces Sep 2009
  7. Springer
    Markov models for offline handwriting recognition: a survey
    Plötz, Thomas, and Fink., Gernot A.
    International Journal on Document Analysis and Recognition Sep 2009

2008

  1. IEEE
    SVM ensemble classification of nmr spectra based on different configurations of data processing techniques
    Lienemann, Kai, Plotz, Thomas, and Fink, Gernot A
    2008 19th International Conference on Pattern Recognition, IEEE Sep 2008
  2. IEEE
    On the use of empirically determined impulse responses for improving distant talking speech recognition
    Plotz, Thomas, and Fink, Gernot A
    2008 Hands-Free Speech Communication and Microphone Arrays, IEEE Sep 2008
  3. IEEE
    Real-time detection and interpretation of 3D deictic gestures for interaction with an intelligent environment
    Richarz, Jan, Plotz, T, and Fink, Gernot A
    ICPR 2008. 19th International Conference on, IEEE Sep 2008
  4. IEEE
    Calibration-free camera hand-over for fast and reliable person tracking in multi-camera setups
    Moller, Birgit, Plotz, Thomas, and Fink, Gernot A
    2008 19th International Conference on Pattern Recognition Sep 2008
  5. NIH
    NMR-based urine analysis in rats: Prediction of proximal tubule kidney toxicity and phospholipidosis
    Lienemann, Kai, Ploetz, Thomas, and Pestel, Sabine
    Journal of pharmacological and toxicological methods, Elsevier Sep 2008
  6. Springer
    Towards Human Centered Ambient Intelligence
    Plötz, Christian Kleine-Cosack, and Fink, Gernot A.
    European Conference on Ambient Intelligence Sep 2008
  7. MAIK
    Robust hand detection in still video images using a combination of salient regions and color cues for interaction with an intelligent environment
    Plötz, Jan Richarz, and Fink., Gernot A.
    Pattern Recognition and Image Analysis Sep 2008
  8. ACM
    Automatic classification of NMR spectra by ensembles of local experts
    Lienemann, Thomas Plötz, and Fink, Gernot A.
    Joint IAPR International Workshops on Statistical Techniques in Pattern Recognition (SPR) and Structural and Syntactic Pattern Recognition (SSPR) Sep 2008
  9. Springer
    Developing pattern recognition systems based on Markov models: The ESMERALDA framework
    Fink, Gernot A., and Plötz, Thomas
    Pattern Recognition and Image Analysis Sep 2008
  10. ICFHR
    Camera-based Whiteboard Reading: New Approaches to a Challenging Task
    Plötz, Christian Thurau, and Fink, Gernot A.
    International Conference on Frontiers in Handwriting Recognition Sep 2008

2007

  1. IEEE
    On the use of context-dependent modeling units for HMM-based offline handwriting recognition
    Fink, GA, and Ploetz, T
    ICDAR 2007. Ninth International Conference on, IEEE Sep 2007
  2. NLPCS
    An efficient method for making un-supervised adaptation of HMM-based speech recognition systems robust against out-of-domain data
    Ploetz, Thomas, and Fink, Gernot A
    Proc. 4th Int. Workshop on Natural Language Processing and Cognitive Science Sep 2007
  3. ACM
    Detecting hands in video images using scale invariant local descriptors
    Richarz, Thomas Plötz, and Fink, Gernot A.
    Proceedings of IASTED Int. Conf. on Visualization, Imaging and Image Processing Sep 2007
  4. Springer
    Evaluating ubiquitous systems with users (workshop summary)
    Vallejo, Christian KrayLars Bo LarsenPatrick OlivierMargit BiemansArthur
    European Conference on Ambient Intelligence Sep 2007
  5. Springer
    On the application of SVM-Ensembles based on adapted random subspace sampling for automatic classification of NMR data
    Lienemann, Thomas Plötz, and Fink, Gernot A.
    International Workshop on Multiple Classifier Systems Sep 2007

2006

  1. IEEE
    Automatic detection of song changes in music mixes using stochastic models
    Plotz, Thomas, Fink, Gernot A, Husemann, Peter, Kanies, Sven, Lienemann, Kai, Marschall, Tobias, Martin, Marcel, Schillingmann, Lars, Steinrucken, Matthias, and Sudek, Henner
    18th International Conference on Pattern Recognition Sep 2006

2005

  1. IEEE
    A new approach for HMM based protein sequence modeling and its application to remote homology classification
    Ploetz, T, and Fink, GA
    Proc. Workshop Statistical Signal Processing, IEEE, Bordeaux, Franc Sep 2005
  2. IEEE
    A new approach for HMM based protein sequence family modeling and its application to remote homology classification
    Ploetz, Thomas, and Fink, Gernot A
    IEEE/SP 13th Workshop on Statistical Signal Processing Sep 2005
  3. IEEE
    On appearance-based feature extraction methods for writer-independent handwritten text recognition
    Fink, Gernot A, and Ploetz, Thomas
    Eighth International Conference on Document Analysis and Recognition Sep 2005
  4. ACM
    Pattern recognition methods for advanced stochastic protein sequence analysis using HMMs
    Ploetz, Thomas, and Fink, Gernot A
    Pattern Recognition, Pergamon Sep 2005
  5. DeG
    Robust remote homology detection by feature based Profile Hidden Markov Models
    Plötz, Thomas, and Fink, Gernot A.
    Statistical applications in genetics and molecular biology Sep 2005

2004

  1. IEEE
    Feature extraction for improved Profile HMM based biological sequence analysis
    Ploetz, Thomas, and Fink, Gernot A
    Proceedings of the 17th International Conference on Pattern Recognition Sep 2004
  2. ISCA
    Integrating speaker identification and learning with adaptive speech recognition
    Fink, Gernot A., and Plötz, Thomas
    ODYSSEY04-The Speaker and Language Recognition Workshop Sep 2004

2003

  1. Elsevier

2002

  1. DBLP
    Robust time-synchronous environmental adaptation for continuous speech recognition systems
    Plötz, Thomas, and Fink, Gernot A.
    Seventh International Conference on Spoken Language Processing Sep 2002