Lukowicz, Paul

Collecting complex activity datasets in highly rich networked sensor environments

Roggen, D., Calatroni, A., Rossi, M., Holleczek, T., Forster, K., Troster, G., Lukowicz, P., Bannach, D., Pirkl, G., Ferscha, A., et al. (2010) · 2010 Seventh International Conference on Networked Sensing Systems (INSS)

Context-Aware Activity Recognition SystemsWireless Sensor Networks for Data Analysis

Cited by 788

AMON: A Wearable Multiparameter Medical Monitoring and Alert System

Anliker, U., Ward, J. A., Lukowicz, P., Troster, G., Dolveck, F., Baer, M., Keita, F., Schenker, E. B., Catarsi, F., Coluccini, L., et al. (2004) · IEEE Transactions on Information Technology in Biomedicine

Non-Invasive Vital Sign MonitoringWireless Body Area Networks

Cited by 707

Activity Recognition of Assembly Tasks Using Body-Worn Microphones and Accelerometers

Ward, J. A., Lukowicz, P., Troster, G., & Starner, T. E. (2006) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Context-Aware Activity Recognition SystemsHand Gesture Recognition Systems

Cited by 431

Smartphone-Based Recognition of States and State Changes in Bipolar Disorder Patients

Grunerbl, A., Muaremi, A., Osmani, V., Bahle, G., Ohler, S., Troster, G., Mayora, O., Haring, C., & Lukowicz, P. (2015) · IEEE Journal of Biomedical and Health Informatics

Context-Aware Activity Recognition SystemsEmotion and Mood Recognition

Cited by 384

Wearable Activity Tracking in Car Manufacturing

Stiefmeier, T., Roggen, D., Ogris, G., Lukowicz, P., & Tr, G. (2008) · IEEE Pervasive Computing

Context-Aware Activity Recognition SystemsInteractive and Immersive Displays

Cited by 367

Analysis of Chewing Sounds for Dietary Monitoring

Amft, O., Stäger, M., Lukowicz, P., & Tröster, G. (2005) · Lecture Notes in Computer Science

Context-Aware Activity Recognition SystemsPhonocardiography and Auscultation Techniques

Cited by 216

Performance metrics for activity recognition

Ward, J. A., Lukowicz, P., & Gellersen, H. W. (2011) · ACM Transactions on Intelligent Systems and Technology

Context-Aware Activity Recognition SystemsHuman Pose and Action Recognition

Cited by 182

Dealing with sensor displacement in motion-based onbody activity recognition systems

Kunze, K., & Lukowicz, P. (2008) · Proceedings of the 10th international conference on Ubiquitous computing

Context-Aware Activity Recognition SystemsPhysical Activity and Health

Cited by 161

Using smart phone mobility traces for the diagnosis of depressive and manic episodes in bipolar patients

Gruenerbl, A., Osmani, V., Bahle, G., Carrasco, J. C., Oehler, S., Mayora, O., Haring, C., & Lukowicz, P. (2014) · Proceedings of the 5th Augmented Human International Conference

Context-Aware Activity Recognition SystemsMental Health Research Topics

Cited by 139

Sensor Placement Variations in Wearable Activity Recognition

Kunze, K., & Lukowicz, P. (2014) · IEEE Pervasive Computing

Context-Aware Activity Recognition SystemsHuman Pose and Action Recognition

Cited by 111

Can smartphones detect stress-related changes in the behaviour of individuals?

Bauer, G., & Lukowicz, P. (2012) · 2012 IEEE International Conference on Pervasive Computing and Communications Workshops

Context-Aware Activity Recognition SystemsHuman Mobility and Location-Based Analysis

Cited by 111

TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation

Suh, S., Rey, V. F., & Lukowicz, P. (2023) · Knowledge-Based Systems

Context-Aware Activity Recognition SystemsDomain Adaptation and Few-Shot Learning

Cited by 107

Human-AI coevolution

Pedreschi, D., Pappalardo, L., Ferragina, E., Baeza-Yates, R., Barabási, A.-L., Dignum, F., Dignum, V., Eliassi-Rad, T., Giannotti, F., Kertész, J., et al. (2025) · Artificial Intelligence

Ethics and Social Impacts of AIRecommender Systems and Techniques

Cited by 102

Unreflected Acceptance – Investigating the Negative Consequences of ChatGPT-Assisted Problem Solving in Physics Education

Krupp, L., Steinert, S., Kiefer-Emmanouilidis, M., Avila, K. E., Lukowicz, P., Kuhn, J., Küchemann, S., & Karolus, J. (2024) · Frontiers in Artificial Intelligence and Applications

Artificial Intelligence in EducationArtificial Intelligence in Healthcare and Education

Cited by 82

Opportunistic Human Activity and Context Recognition

Roggen, D., Troster, G., Lukowicz, P., Ferscha, A., del R. Millan, J., & Chavarriaga, R. (2013) · Computer

Context-Aware Activity Recognition SystemsHuman Mobility and Location-Based Analysis

Cited by 77

Automatic Event-Based Synchronization of Multimodal Data Streams from Wearable and Ambient Sensors

Bannach, D., Amft, O., & Lukowicz, P. (2009) · Lecture Notes in Computer Science

Context-Aware Activity Recognition SystemsMultimedia Communication and Technology

Cited by 49

Let there be IMU data: generating training data for wearable, motion sensor based activity recognition from monocular RGB videos

Rey, V. F., Hevesi, P., Kovalenko, O., & Lukowicz, P. (2019) · Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers

Context-Aware Activity Recognition SystemsHuman Pose and Action Recognition

Cited by 43

Capacitive Sensing Based On-board Hand Gesture Recognition with TinyML

Bian, S., & Lukowicz, P. (2021) · Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers

Hand Gesture Recognition SystemsContext-Aware Activity Recognition Systems

Cited by 37

Opportunity++: A Multimodal Dataset for Video- and Wearable, Object and Ambient Sensors-Based Human Activity Recognition

Ciliberto, M., Fortes Rey, V., Calatroni, A., Lukowicz, P., & Roggen, D. (2021) · Frontiers in Computer Science

Context-Aware Activity Recognition SystemsHuman Pose and Action Recognition

Cited by 35

Past, Present, and Future of Sensor-based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task

Haresamudram, H., Tang, C. I., Suh, S., Lukowicz, P., & Plötz, T. (2025) · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies

Context-Aware Activity Recognition SystemsPhysical Activity and Health

Cited by 33

Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task

Haresamudram, H., Tang, C. I., Suh, S., Lukowicz, P., & Ploetz, T. (2024) · arXiv

Context-Aware Activity Recognition SystemsPhysical Activity and Health

Cited by 31

Adversarial Deep Feature Extraction Network for User Independent Human Activity Recognition

Suh, S., Rey, V. F., & Lukowicz, P. (2022) · 2022 IEEE International Conference on Pervasive Computing and Communications (PerCom)

Context-Aware Activity Recognition SystemsDomain Adaptation and Few-Shot Learning

Cited by 25

On the tip of my tongue: a non-invasive pressure-based tongue interface

Cheng, J., Okoso, A., Kunze, K., Henze, N., Schmidt, A., Lukowicz, P., & Kise, K. (2014) · Proceedings of the 5th Augmented Human International Conference

Interactive and Immersive DisplaysTactile and Sensory Interactions

Cited by 24

Translating Videos into Synthetic Training Data for Wearable Sensor-Based Activity Recognition Systems Using Residual Deep Convolutional Networks

Fortes Rey, V., Garewal, K. K., & Lukowicz, P. (2021) · Applied Sciences

Context-Aware Activity Recognition SystemsPhysical Activity and Health

Cited by 17