Conference Papers
2022
M. Zeeshan, A. Pouryazdan, R. Cobden, S.L. Wang, R. Prance, and D. Roggen. Electric Field Short-range Over-the-air Communication for Wearable and IoT Applications with Off-the-shelf Microcontollers. In IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. IEEE, 2022.
2021
L. Wang, M. Ciliberto, H. Gjoreski, P. Lago, K. Murao, T. Okita, and D. Roggen. Locomotion and transportation Mode Recognition from GPS and radio signals: Summary of SHL Challenge 2021. In 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, pages 412-422, 2021. [ DOI ]
M. Ciliberto, L. A. Ponce Cuspinera, and D. Roggen. Collecting a Dataset of Gestures for Skill Assessment in the Field: a beach volleyball serves case study. In 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, pages 291-297, 2021. [ DOI ]
L. A. Garcia-Garcia, G. Valsamakis, P. Kreitmair, N. Munzenrieder, and D. Roggen. Inferring Complex Textile Shape from an Integrated Carbon Black-infused Ecoflex-based Bend and Stretch Sensor Array. In 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, pages 298-303, 2021. [ DOI ]
L. Pellatt and D. Roggen. Fast Deep Neural Architecture Search for Wearable Activity Recognition by Early Prediction of Converged Performance. In International Symposium on Wearable Computers (ISWC '21), 2021. [ DOI ]
N. Oishi, B. Heimler, L. Pellatt, M. Plotnik, and D. Roggen. Detecting Freezing of Gait with Earables Trained from VR Motion Capture Data. In International Symposium on Wearable Computers (ISWC '21), 2021. [ DOI ]
L. A. García-García, P. M. Kreitmair, A. J. Johnson, J. C. Costa, A. Pouryazdan, P. Lugoda, D. Roggen, and N. Münzenrieder. Soft Gel-free ECG electrodes based on Biocompatible Coconut-Oil and Carbon Black. In IEEE International Conference on Flexible and Printable Sensors and Systems (FLEPS), pages 1-4, 2021. [ DOI ]
2020
L. A. García-García, J. Costa, P. Lugoda, D. Roggen, and N. Münzenrieder. Copper wire based electrical contacts for direct interfacing of stretchable sensors. In IEEE Sensors, pages 1-4, 2020. [ DOI ]
L. Pellatt and D. Roggen. CausalBatch: solving complexity/performance tradeoffs for deep convolutional and LSTM networks for wearable activity recognition. In Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers, pages 272-277, 2020. [ DOI ]
L. Günthermann, I. Simpson, and D. Roggen. Smartphone location identification and transport mode recognition using an ensemble of generative adversarial networks. In Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers, pages 311-316, 2020. [ DOI ]
D. Roggen. ARM cortex M4-based extensible multimodal wearable platform for sensor research and context sensing from motion & sound. In Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers, pages 284-289, 2020. [ DOI ]
L. Wang, H. Gjoreski, M. Ciliberto, P. Lago, K. Murao, T. Okita, and D. Roggen. Summary of the Sussex-Huawei locomotion-transportation recognition challenge 2020. In Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers, pages 351-358, 2020. [ DOI ]
P. Lugoda, J. C. Costa, A. Pouryazdan, L. A. Garcia-Garcia, D. Roggen, and N. Münzenrieder. Evaluation of a Pseudo Zero-Potential Flexible Readout Circuit for Resistive Sensor Matrixes. In IEEE International Conference on Flexible and Printable Sensors and Systems, pages 1-4, 2020. [ DOI ]
Z. Jocys, A. Pour Yazdan Panah Kermani, and D. Roggen. Multimodal fusion of IMUs and EPS body worn sensors for scratch recognition. In Proceedings of Pervasive Health. ACM, 2020.
2019
P. Lugoda, L. A. Garcia-Garcia, S. Richoz, N. Munzenrieder, and D. Roggen. ShapeSense3D: textile-sensing and reconstruction of body geometries. In 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, pages 133-136. ACM, 2019. [ DOI ]
M. Ciliberto and D. Roggen. WLCSSCuda: a CUDA accelerated template matching method for gesture recognition. In Proceedings of the 23rd International Symposium on Wearable Computers, pages 32-34. ACM, 2019. [ DOI ]
L. Wang, H. Gjoreski, M. Ciliberto, P. Lago, K. Murao, T. Okita, and D. Roggen. Summary of the Sussex-Huawei locomotion-transportation recognition challenge 2019. In 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, pages 849-856. ACM, 2019. [ DOI ]
S. Richoz, A. Perez-Uribe, P. Birch, and D. Roggen. Benchmarking deep classifiers on mobile devices for vision-based transportation recognition. In 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, pages 803-807. ACM, 2019. [ DOI ]
L. Wang and D. Roggen. Sound-Based Transportation Mode Recognition With Smartphones. In Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2019. [ DOI ]
M. Ciliberto, L. Ponce-Cuspinera, and D. Roggen. WLCSSLearn: Learning Algorithm for Template Matching-based Gesture Recognition Systems. In Joint 8th International Conference on Informatics, Electronics & Vision (ICIEV) and 3rd International Conference on Imaging, Vision & Pattern Recognition (icIVPR). IEEE, 2019. [ DOI ]
S. Richoz, P. Birch, M. Ciliberto, L. Wang, H. Gjoreski, A. Perez-Uribe, and D. Roggen. Human and Machine Recognition of Transportation Modes from Body-Worn Camera Images. In Joint 8th International Conference on Informatics, Electronics & Vision (ICIEV) and 3rd International Conference on Imaging, Vision & Pattern Recognition (icIVPR). IEEE, 2019. [ DOI ]
2018
M. Ciliberto, L. Wang, D. Roggen, and R. Zillmer. A Case Study for Human Gesture Recognition from Poorly Annotated Data. In Proc. ACM Int Joint Conf and 2018 Int Symp on Pervasive and Ubiquitous Computing and Wearable Computers, pages 1434-1443. ACM, 2018. [ DOI ]
L. Wang, H. Gjoreski, M. Ciliberto, S. Mekki, S. Valentin, and D. Roggen. Benchmarking the SHL recognition challenge with classical and deep-learning pipelines. In Proc. ACM Int Joint Conf and 2018 Int Symp on Pervasive and Ubiquitous Computing and Wearable Computers, pages 1626-1635. ACM, 2018. [ DOI ]
L. Wang, H. Gjoreski, K. Murao, T. Okita, and D. Roggen. Summary of the Sussex-Huawei Locomotion-Transportation Recognition Challenge. In Proc. ACM Int Joint Conf and 2018 Int Symp on Pervasive and Ubiquitous Computing and Wearable Computers, pages 1521-1530. ACM, 2018. [ DOI ]
D. Roggen, A. Pouryazdan, and M. Ciliberto. BlueSense - Designing an extensible platform for wearable motion sensing, sensor research and IoT applications. In Proc. International Conference on Embedded Wireless Systems and Networks, pages 177-178. ACM, 2018.
M. Ciliberto and D. Roggen. Complex human gestures encoding from wearable inertial sensors for activity recognition. In Proc. International Conference on Embedded Wireless Systems and Networks, pages 193-194. ACM, 2018.
2017
H. Gjoreski, M. Ciliberto, F. J. Ordoñez Morales, D. Roggen, S. Mekki, and S. Valentin. A Versatile Annotated Dataset for Multimodal Locomotion Analytics with Mobile Devices. In Proc. ACM Conference on Embedded Networked Sensor Systems, page 61. ACM, 2017. [ DOI ]
M. Ciliberto, F. J. Ordoñez Morales, H. Gjoreski, D. Roggen, S. Mekki, and S. Valentin. High reliability Android application for multidevice multimodal mobile data acquisition and annotation. In Proc. ACM Conference on Embedded Networked Sensor Systems, page 62. ACM, 2017. [ DOI ]
H. Gjoreski and D. Roggen. Unsupervised online activity discovery using temporal behaviour assumption. In Proc. ACM International Symposium on Wearable Computers, pages 42-49. ACM, 2017. [ DOI ]
H. J. Witchel, R. Needham, A. Healy, J. H. Guppy, J. Bush, C. Oberndorfer, C. Herberz, C. Westling, D. Kim, D. Roggen, J. Barth, B. M. Eskofier, W. Rashid, N Chockalingam, and J. Klucken. Using wearable inertial sensors to compare different versions of the dual task paradigm during walking. In Proc. European Conference on Cognitive Ergonomics, pages 150-157. ACM, 2017. [ DOI ]
N. Kawaguchi, N. Nishio, D. Roggen, S. Inoue, S. Pirttikangas, and K. Van Laerhoven. 5th Int. workshop on human activity sensing corpus and applications (HASCA): towards open-ended context awareness. In Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, pages 530-536. ACM, 2017. [ DOI ]
2016
D. Roggen, A. Pour Yazdan, F. J. Ordóñez Morales, R. J. Prance, and H. Prance. Electric field phase sensing for wearable orientation and localisation applications. In Proc. ACM Int Symp on Wearable Computers, pages 52-53, 2016. [ DOI ]
A. Pouryazdan, R. J. Prance, H. Prance, and D. Roggen. Wearable electric potential sensing: a new modality sensing hair touch and restless leg movement. In Proc. ACM Int Joint Conf on Pervasive and Ubiquitous Computing: Adjunct, pages 846-850, 2016. [ DOI ]
F. J. Ordóñez Morales and D. Roggen. Deep convolutional feature transfer across mobile activity recognition domains, sensor modalities and locations. In Proceedings of the 2016 ACM International Symposium on Wearable Computers, pages 92-99, 2016. [ DOI ]
N. Kawaguchi, N. Nishio, D. Roggen, S. Inoue, S. Pirttikangas, and K. Van Laerhoven. 4th workshop on human activity sensing corpus and applications: towards open-ended context awareness. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct, pages 690-695, 2016. [ DOI ]
M. Ciliberto, D. Roggen, and F. J. Ordóñez Morales. Exploring human activity annotation using a privacy preserving 3D model. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct, pages 803-812, 2016. [ DOI ]
L. Ponce Cuspinera, S. Uetsuji, F. J. Ordóñez Morales, and D. Roggen. Beach volleyball serve type recognition. In Proceedings of the 2016 ACM International Symposium on Wearable Computers, pages 44-45, 2016. [ DOI ]
C. Oberndorfer, J. Barth, J. H. Guppy, J. Bush, R. Needham, A. Healy, N. Chockalingam, C. Herberz, C.E.I. Westling, B.M. Eskofier, D. Roggen, J. Klucken, W. Rashid, and H.J. Witchel. Ambulatory motor dysfunction in MS assessed by wearable inertial sensor metrics during the timed-up-and-go task (TUG). In European Committee for Treatment and Research in Multiple Sclerosis, 2016.
C. Templeman, F.J. Ordóñez Morales, A. Symes, and D. Roggen. Exploring glass as a novel method for hands-free data entry in flexible cystoscopy. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pages 581-592, 2016. [ DOI ]
J. T. McGhee, M. Hamedi, M. Fatoorechi, D. Roggen, A. Cleal, R. Prance, and C. Nduka. Towards a novel biometric facial input for emotion recognition and assistive technology for virtual reality. In Proc 11th Int Conf on Disability, Virtual Reality and Associated Technologies, pages 20-22, 2016.
2015
E. Rendon-Morales, D. Roggen, H. Prance, and R.J. Prance. Towards the correlation between human hydration and the electrical activity of the heart using Electric Potential Sensors. In Sensors Applications Symposium (SAS), pages 1-5. IEEE, 2015. [ DOI ]
D. Roggen, L. P. Cuspinera, G. Pombo, F. Ali, and L.-V. Nguyen-Dinh. Limited-Memory Warping LCSS for Real-Time Low-Power Pattern Recognition in Wireless Nodes. In Proc. 12th European Conference on Wireless Sensor Networks, pages 151-167. Springer, 2015. [ DOI ]
C. Oberndorfer, J. Barth, R. Needham, N. Chockalingam, C. Herberz, C. E. I. Westling, B.M. Eskofier, D. Roggen, J. Klucken, W. Rashid, and H.J. Witchel. Ambulatory motor fatigue in MS assessed by wearable inertial sensor metrics during the six minute walk. In European Committee for Treatment and Research in Multiple Sclerosis, 2015.
2014
M. Hardegger, L.-V. Nguyen-Dinh, A. Calatroni, D. Roggen, and G. Tröster. Enhancing Action Recognition through Simultaneous Semantic Mapping from Body-Worn Motion Sensors. In Proceedings of the 18th International Symposium on Wearable Computers (ISWC), pages 99-106, September 2014. [ DOI | html ]
T. Miu, T. Plötz, P. Missier, and D. Roggen. On strategies for budget-based online annotation in human activity recognition. In Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication, pages 767-776, 2014. [ DOI ]
N. Kawaguchi, N. Nishio, D. Roggen, S. Inoue, and S. Pirttikangas. International workshop on human activity sensing corpus and its application. In Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication, pages 715-719, 2014. [ DOI ]
R. McNaney, J. Vines, D. Roggen, M. Balaam, P. Zhang, I. Poliakov, and P. Olivier. Exploring the Acceptability of Google Glass as an Everyday Assistive Device for People with Parkinson's. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pages 2551-2554. ACM, 2014. [ DOI ]
D. Gordon, M. Wirz, D. Roggen, G. Tröster, and M. Beigl. Group affiliation detection using model divergence for wearable devices. In Proceedings of the 2014 ACM International Symposium on Wearable Computers, pages 19-26, 2014. [ DOI ]
2013
M. Hardegger, L.-V. Nguyen-Dinh, A. Calatroni, D. Roggen, and G. Tröster. Enhancing Action Recognition through Simultaneous Semantic Mapping from Body-Worn Motion Sensors. In Proceedings of the 18th International Symposium on Wearable Computers (ISWC), pages 99-106, September 2014. [ DOI | html ]
T. Miu, T. Plötz, P. Missier, and D. Roggen. On strategies for budget-based online annotation in human activity recognition. In Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication, pages 767-776, 2014. [ DOI ]
N. Kawaguchi, N. Nishio, D. Roggen, S. Inoue, and S. Pirttikangas. International workshop on human activity sensing corpus and its application. In Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication, pages 715-719, 2014. [ DOI ]
R. McNaney, J. Vines, D. Roggen, M. Balaam, P. Zhang, I. Poliakov, and P. Olivier. Exploring the Acceptability of Google Glass as an Everyday Assistive Device for People with Parkinson's. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pages 2551-2554. ACM, 2014. [ DOI ]
D. Gordon, M. Wirz, D. Roggen, G. Tröster, and M. Beigl. Group affiliation detection using model divergence for wearable devices. In Proceedings of the 2014 ACM International Symposium on Wearable Computers, pages 19-26, 2014. [ DOI ]
2012
S. Mazilu, M. Hardegger, Z. Zhu, D. Roggen, G. Tröster, M. Plotnik, and J.M. Jeffrey Hausdorff. Online detection of freezing of gait with smartphones and machine learning techniques. In 6th International Conference on Pervasive Computing Technologies for Healthcare, pages 123-130, 2012. [ DOI ]
M. Wirz, T. Franke, E. Mitleton-Kelly, D. Roggen, P. Lukowicz, and G. Tröster. CoenoSense: A Framework for Real-Time Detection and Visualization of Collective Behaviors in Human Crowds by Tracking Mobile Devices. In Proceedings of the European Conference on Complex Systems, pages 353-361, 2012. [ DOI ]
M. Wirz, T. Franke, D. Roggen, E. Mitleton-Kelly, P. Lukowicz, and G. Tröster. Inferring Crowd Conditions from Pedestrians' Location Traces for Real-Time Crowd Monitoring during City-Scale Mass Gatherings. In 21st International Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises, pages 367-372. IEEE, 2012. [ DOI ]
O. Baños, A. Calatroni, M. Damas, H. Pomares, I. Rojas, H. Sagha, J. del R. Millán, G. Tröster, R. Chavarriaga, and D. Roggen. Kinect=IMU? Learning MIMO Signal Mappings to Automatically Translate Activity Recognition Systems Across Sensor Modalities. In Proc. 16th Int Symp on Wearable Computers, pages 92-99, 2012. [ DOI | html ]
A. Calatroni, D. Roggen, and G. Tröster. Design of an Ecology of Activity-Aware Cells in Ambient Intelligence Environments. In 10th IFAC Symposium on Robot Control, volume 45, pages 441-446. Elsevier, 2012. [ DOI ]
M. Hardegger, D. Roggen, S. Mazilu, and G. Tröster. ActionSLAM: Using location-related actions as landmarks in pedestrian SLAM. In Proc. Int Conf on Indoor Positioning and Indoor Navigation, pages 1-10, 2012. [ DOI ]
M. B. Kjærgaard, M. Wirz, D. Roggen, and G. Tröster. Mobile Sensing of Pedestrian Flocks in Indoor Environments using WiFi Signals. In IEEE International Conference on Pervasive Computing and Communications, pages 95-102. IEEE Press, 2012. [ DOI | html ]
M. B. Kjærgaard, M. Wirz, D. Roggen, and G. Tröster. Detecting pedestrian flocks by fusion of multi-modal sensors in mobile phones. In Proceedings of the 2012 ACM Conference on Ubiquitous Computing, pages 240-249, 2012. [ DOI ]
B. Tessendorf, P. Derleth, M. Feilner, D. Roggen, T. Stiefmeier, and G. Tröster. Improving Game Accessibility with Vibrotactile-Enhanced Hearing Instruments. In 13th Int Conf on Computers Helping People with Special Needs, pages 463-470, 2012. [ DOI ]
B. Tessendorf, P. Derleth, M. Feilner, F. Gravenhorst, A. Kettner, D. Roggen, T. Stiefmeier, and G. Tröster. Ear-worn reference data collection and annotation for multimodal context-aware hearing instruments. In Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pages 1-4, 2012. [ DOI ]
B. Tessendorf, P. Derleth, M. Feilner, D. Roggen, T. Stiefmeier, and G. Tröster. Automatic Annotation Of Conversation In Large Multimodal Data Sets By Enhanced Voice Activity Detection And Throat Microphones. In 38th German Annual Conference On Acoustics, pages 1-2, 2012.
B. Tessendorf, P. Derleth, M. Feilner, D. Roggen, T. Stiefmeier, and G. Tröster. Survey on the Potential of Additional Modalities for Hearing Instruments. In 38th German Annual Conference On Acoustics, 2012.
L.-V. Nguyen-Dinh, D. Roggen, A. Calatroni, and G. Tröster. Improving Online Gesture Recognition with Template Matching Methods in Accelerometer Data. In 12th International Conference on Intelligent Systems Design and Applications, pages 831-836. IEEE, 2012. [ DOI ]
K. Cujia, M. Wirz, M. B. Kjærgaard, D. Roggen, and G. Tröster. DactyLoc: A minimally geo-referenced WiFi+GSM-fingerprint-based localization method for positioning in urban spaces. In International Conference on Indoor Positioning and Indoor Navigation, pages 1-9, 2012. [ DOI ]
M. Kurz, G. Hölzl, and A. Ferscha. Dynamic Adaptation of Opportunistic Sensor Configurations for Continuous and Accurate Activity Recognition. In 14th Int Conf on Adaptive and Self-Adaptive Systems and Applications, 2012.
2011
Alberto Calatroni, Daniel Roggen, and Gerhard Tröster. Collection and curation of a large reference dataset for activity recognition. In Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on, pages 30-35, October 2011. [ DOI ]
Martin Wirz, Christina Strohrmann, Roman Patscheider, Fabian Hilti, Bernhard Gahr, Frederik Hess, Daniel Roggen, and Gerhard Tröster. Real-time Detection and Recommendation of Thermal Spots by Sensing Collective Behaviors in Paragliding. In Proceedings of the 1st International Symposium on Social and Community Intelligence, pages 7-12, October 2011. [ DOI ]
Marc Kurz, Gerold Hölzl, Alois Ferscha, Alberto Calatroni, Daniel Roggen, and Gerhard Tröster. Real-Time Transfer and Evaluation of Activity Recognition Capabilities in an Opportunistic System. In Third International Conference on Adaptive and Self-Adaptive Systems and Applications (ADAPTIVE2011), pages 73-78, September 2011. [ html ]
Alberto Calatroni, Daniel Roggen, and Gerhard Tröster. Automatic transfer of activity recognition capabilities between body-worn motion sensors: Training newcomers to recognize locomotion. In Proc. 8th Int Conf on Networked Sensing Systems. IEEE Press, 2011.
Sarah Neff, Claudia Villalonga, Daniel Roggen, and Gerhard Tröster. Do I look like my neighbors? A Method to Detect Sensor Data Similarity for open-ended Activity Recognition Systems. In Proc. 8th Int Conf on Networked Sensing Systems. IEEE Press, 2011.
Hesam Sagha, Sundara Tejaswi Digumarti, José del R. Millán, Ricardo Chavarriaga Lozano, Alberto Calatroni, Daniel Roggen, and Gerhard Tröster. Benchmarking classification techniques using the Opportunity human activity dataset. In IEEE International Conference on Systems, Man, and Cybernetics, pages 1-5, 2011. [ .pdf ]
Bernd Tessendorf, Peter Derleth, Manuela Feilner, Tobias Grämer, Daniel Roggen, Michael Spuhler, Thomas Stiefmeier, and Gerhard Tröster. Bilateral Vibrotactile Feedback Patterns for Accurate Lateralization in Hearing Instrument Body Area Networks. In 6th International Conference on Body Area Networks, pages 107-113, 2011.
Bernd Tessendorf, Peter Derleth, Manuela Feilner, Andreas Kettner, Daniel Roggen, Thomas Stiefmeier, and Gerhard Tröster. Identification of Relevant Multimodal Cues to enhance Context-Aware Hearing Instruments. In 6th International Conference on Body Area Networks (Bodynets) [Best Paper Candidate], pages 15-18, 2011.
Bernd Tessendorf, Andreas Bulling, Peter Derleth, Manuela Feilner, Daniel Roggen, Thomas Stiefmeier, and Gerhard Tröster. Recognition of Hearing Needs from Body and Eye Movements to Improve Hearing Instruments. In Proc. of the 9th International Conference on Pervasive Computing (Pervasive 2011), Lecture Notes in Computer Science, pages 314-331. Springer, 2011.
Bernd Tessendorf, Peter Derleth, Manuela Feilner, Tobias Grämer, Daniel Roggen, Michael Spuhler, Thomas Stiefmeier, and Gerhard Tröster. Design of a Bilateral Vibrotactile Feedback System for Lateralization. In International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS'11), pages 233-234, 2011.
Claudia Villalonga, Daniel Roggen, and Gerhard Tröster. Shaping Sensor Node Ensembles according to their Recognition Performance within a Planning-based Context Framework. In Proc. 8th Int Conf on Networked Sensing Systems. IEEE, 2011.
Martin Wirz, Mikkel Baun Kjaergaard, Sebastian Feese, Pablo Schläpfer, Daniel Roggen, and G. Tröster. Towards an online detection of pedestrian flocks in urban canyons by smoothed spatio-temporal clustering of GPS trajectories. In Proceedings of the 3rd ACM SIGSPATIAL International Workshop onLocation-Based Social Networks (LBSN 2011), pages 17-24, 2011. [ DOI | html ]
H. Sagha, S. T. Digumarti, J. del R. Millán, A. Calatroni, D. Roggen, G. Tröster, D. Bannach, P. Lukowicz, A. Ferscha, and R. Chavarriaga. SMC 2011 Workshop on robust machine learning techniques for human activity recognition: Activity recognition challenge. In Presented at IEEE International Conference on Systems, Man, and Cybernetics, 2011. [ html ]
2010
Ricardo Chavarriaga, José del R. Millán, Hesam Sagha, Hamidreza Bayati, Paul Lukowicz, David Bannach, Daniel Roggen, Kilian Förster, Alberto Calatroni, Gerhard Tröster, Alois Ferscha, Marc Kurz, and Gerold Hölzl. Robust activity recognition for assistive technologies: Benchmarking ML techniques. In Workshop on Machine Learning for Assistive Technologies at the Twenty-Fourth Annual Conference on Neural Information Processing Systems (NIPS-2010), December 2010.
Martin Wirz, Daniel Roggen, and Gerhard Tröster. A wearable, ambient sound-based approach for infrastructureless fuzzy proximity estimation. In Proceedings of the 14th IEEE Int Symp on Wearable Computers, pages 1-4. IEEE Computer Society, October 2010. [ DOI | html ]
Marco Benocci, Marc Bächlin, Elisabetta Farella, Daniel Roggen, Luca Benini, and Gerhard Tröster. Wearable assistant for load monitoring: recognition of on-body load placement from gait alterations. In Proceedings of the 4th International Conference on Pervasive Computing Technologies for Healthcare, pages 1-8, 2010. [ DOI | html ]
Andrea Biasiucci, Ricardo Chavarriaga, Kilian Förster, Daniel Roggen, Gerhard Tröster, and José del R. Millàn. Human Awareness to Interface Errors Improves HCI Performance. In Proceedings of the 4th International Conference on Cognitive Systems, 2010.
Alberto Calatroni, Daniel Roggen, and Gerhard Tröster. A methodology to use unknown new sensors for activity recognition by leveraging sporadic interactions with primitive sensors and behavioral assumptions. In Proc. of the Opportunistic Ubiquitous Systems Workshop, part of 12th ACM Int. Conf. on Ubiquitous Computing, 2010. [ html ]
R. Chavarriaga, A. Biasiucci, K. Förster, D. Roggen, G. Tröster, and J. del R Millán. Adaptation of hybrid human-computer interaction systems using EEG error-related potentials. In Proc. Int Conf of the IEEE Engineering in Medicine and Biology Society, pages 4226-4229, 2010. [ DOI | html ]
Kilian Förster, Samuel Monteleone, Alberto Calatroni, Daniel Roggen, and Gerhard Tröster. Incremental kNN classifier exploiting correct - error teacher for activity recognition. In Ninth International Conference on Machine Learning and Applications, pages 445-450, 2010. [ DOI | html ]
K. Förster, A. Biasiucci, R. Chavarriaga, J. del R. Millàn, D. Roggen, and G. Tröster. On the use of brain decoded signals for online user adaptive gesture recognition systems. In Proc. 8th Int. Conf. on Pervasive Computing, pages 427-444, 2010.
K. Förster, S. Monteleone, A. Calatroni, D. Roggen, and G. Tröster. Incremental kNN classifier exploiting correct - error teacher for activity recognition. In Proc. The Ninth International Conference on Machine Learning and Applications (ICMLA), pages 445-450, 2010.
M. Kurz, A. Ferscha, A. Calatroni, D. Roggen, and G. Tröster. Towards a Framework for opportunistic Activity and Context Recognition. In Proc. of the Opportunistic Ubiquitous Systems Workshop, part of 12th ACM Int. Conf. on Ubiquitous Computing, 2010. [ html ]
P. Lukowicz, G. Pirkl, D. Bannach, F. Wagner, A. Calatroni, K. Förster, T. Holleczek, M. Rossi, D. Roggen, G. Tröster, J. Doppler, C. Holzmann, A. Riener, A. Ferscha, and R. Chavarriaga. Recording a complex, multi modal activity data set for context recogntion. In Workshop on Context-Systems Design, Evaluation and Optimisation at ARCS, 2010, pages 1-6, 2010. [ DOI | html ]
A. Manzoor, C. Villalonga, A. Calatroni, H.-L. Truong, D. Roggen, S. Dustdar, and G. Tröster. Identifying Important Action Primitives for High Level Activity Recognition. In Proc. European Conference on Smart Sensing and Context, pages 149-162. Springer-Verlag, 2010. [ DOI | html ]
D. Roggen, A. Calatroni, M. Rossi, T. Holleczek, K. Förster, G. Troster, P. Lukowicz, D. Bannach, G. Pirkl, A. Ferscha, J. Doppler, C. Holzmann, M. Kurz, G. Holl, R. Chavarriaga, M. Creatura, and J. del R. Millán. Collecting complex activity data sets in highly rich networked sensor environments. In 7th Int. Conf. on Networked Sensing Systems, pages 233-240. IEEE Press, 2010. [ DOI | html ]
Daniel Roggen, Marc Bächlin, Johannes Schumm, Thomas Holleczek, Clemens Lombriser, Gerhard Tröster, Lars Widmer, Dennis Majoe, and Jüurg Gutknecht. An educational and research kit for activity and context recognition from on-body sensors. In Proc. IEEE Int. Conf. on Body Sensor Networks (BSN), pages 277-282, 2010. [ DOI | html ]
Daniel Roggen, Kilian Förster, Alberto Calatroni, Andreas Bulling, and Gerhard Tröster. On the issue of variability in labels and sensor configurations in activity recognition systems. In Workshop at the 8th International Conference on Pervasive Computing (Pervasive 2010), 2010.
Bernd Tessendorf, Andreas Bulling, Daniel Roggen, Thomas Stiefmeier, Gerhard Tröster, Manuela Feilner, and Peter Derleth. Towards Multi-Modal Context Recognition for Hearing Instruments. In Proc. of the 14th International Symposium on Wearable Computers, pages 1-2. IEEE Press, 2010. [ DOI ]
M. Wirz, D. Roggen, and G. Tröster. A Methodology towards the Detection of Collective Behavior Patterns by Means of Body-Worn Sensors. In UbiLarge workshop at the 8th Int. Conf. on Pervasive Computing, 2010.
Martin Wirz, Daniel Roggen, and Gerhard Tröster. User acceptance study of a mobile system for assistance during emergency situations at large-scale events. In 3rd International Conference on Human Centric Computing, pages 1-6, 2010. [ DOI | html ]
Kashif Zia, Alois Ferscha, Andreas Riener, Martin Wirz, Daniel Roggen, Kamil Kloch, and Paul Lukowicz. Pervasive Computing in the Large: The SOCIONICAL Approach. In Workshop at the 8th International Conference on Pervasive Computing (Pervasive 2010), 2010.
Kashif Zia, Alois Ferscha, Andreas Riener, Martin Wirz, Daniel Roggen, Kamil Kloch, and Paul Lukowicz. Scenario Based Modeling for Very Large Scale Simulations. 2010. [ DOI | html ]
2009
Marc Bächlin, Daniel Roggen, Meir Plotnik, Noit Inbar, Inbal Meidan, Talia Herman, Marina Brozgol, Eliya Shaviv, Nir Giladi, Jeffrey M Hausdorff, and Gerhard Tröster. Potentials of enhanced context awareness in wearable assistants for Parkinson's disease patients with freezing of gait syndrome. In Proceedings of the 13th International Symposium on Wearable Computers, pages 123-130, September 2009. [ DOI | html ]
M. Bächlin, J. Schumm, D. Roggen, and G. Tröster. Quantifying gait similarity: user authentication and real-world challenge. In Proc. of 3rd International Conference on Biometrics (ICB) 2009, pages 1047-1056. Springer, June 2009. [ DOI | html ]
Meir Plotnik, Marc Bächlin, Inbal Maidan, Daniel Roggen, Gerhard Tröster, Nir Giladi, and Jeffrey M Hausdorff. Automated biofeedback assistance for freezing of gait in patients with Parkinson's disease. In Proceedings of the International Society for Posture and Gait Research (ISPGR), June 2009.
M. Bächlin, D. Roggen, M. Plotnik, J. M. Hausdorff, N. Giladi, and G. Tröster. Online Detection of Freezing of Gait in Parkinson's Disease Patients: A Performance Characterization. In Proceedings of the 4th International Conference on Body Area Networks, pages 1-8, April 2009.
M. Bächlin, M. Plotnik, D. Roggen, N. Inbar, N. Giladi, J. M. Hausdorff, and G. Tröster. Parkinsons disease patients perspective on context aware wearable technology for auditive assistance. In Proceedings of the 3rd International Conference on Pervasive Computing Technologies for Healthcare, pages 1-8, 2009. [ DOI ]
A. Bulling, D. Roggen, and G. Tröster. Wearable EOG Goggles: Eye-Based Interaction in Everyday Environments. In Ext. Abstracts of the SIGCHI Conference on Human Factors in Computing Systems (CHI), pages 3259-3264, 2009.
Thomas Holleczek, Christoph Zysset, Bert Arnrich, Daniel Roggen, and Gerhard Tröster. Towards an Interactive Snowboarding Assistance System. In Proceedings of the 13th IEEE International Symposium on Wearable Computers (ISWC 2009), pages 147-148. IEEE Press, 2009.
A. Calatroni, C. Villalonga, D. Roggen, and G. Tröster. Context Cells: Towards Lifelong Learning in Activity Recognition Systems. In 4th European Conference on Smart Sensing and Context (EuroSSC), pages 121-134. Springer, 2009. [ DOI | html ]
K. Förster, D. Roggen, and G. Tröster. Unsupervised Classifier Self-Calibration through Repeated Context Occurences: Is there Robustness against Sensor Displacement to Gain? In Proc. 13th IEEE Int. Symposium on Wearable Computers (ISWC), pages 77-84, 2009. [ DOI | html ]
K. Förster, P. Brem, D. Roggen, and G. Tröster. Evolving discriminative features robust to sensor displacement for activity recognition in body area sensor networks. In Proc. of the 5th Int. Conf. on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), pages 43-48. IEEE press, 2009. [ DOI | html ]
Meir Plotnik, M. Bächlin, D. Roggen, N. Inbar, I. Meidan, T. Herman, M. Brozgol, E. Shaviv, G. Tröster, and J. M. Hausdorff. Automated treatment of freezing of gait in Parkinson's disease using a wearable device that automatically detects freezing. In Proceedings of the Annual meeting of the Israeli Neurological Society, page 63, January 2009.
D. Roggen, K. Förster, A. Calatroni, A. Bulling, T. Holleczek, G. Tröster, P. Lukowicz, G. Pirkl, D. Bannach, A. Ferscha, A. Riener, C. Holzmann, R. Chavarriaga, and J. del R. Millán. OPPORTUNITY: activity and context awareness in opportunistic open-ended sensor environments. In Proc. of 1st European Future and Emerging Technologies Conference. European commisssion, 2009. [ pdf ]
D. Roggen, K. Förster, A. Calatroni, T. Holleczek, Y. Fang, G. Tröster, P. Lukowicz, G. Pirkl, D. Bannach, K. Kunze, A. Ferscha, C. Holzmann, A. Riener, R. Chavarriaga, and J. del R. Millán. OPPORTUNITY: Towards opportunistic activity and context recognition systems. In Proc. 3rd IEEE WoWMoM Workshop on Autononomic and Opportunistic Communications, pages 1-6, 2009. [ DOI ]
C. Villalonga, D. Roggen, C. Lombriser, P. Zappi, and G. Tröster. Bringing Quality of Context into Wearable Human Activity Recognition Systems. In First International Workshop on Quality of Context (QuaCon), pages 164-173. Springer, 2009. [ DOI | html ]
M. Wirz, D. Roggen, and G. Tröster. Decentralized Detection of Group Formations from Wearable Acceleration Sensors. In IEEE Int Conf on Computational Science and Engineering, pages 952-959. IEEE Press, 2009. [ DOI | html ]
2008
A. Bulling, D. Roggen, and G. Tröster. It's in Your Eyes - Towards Context-Awareness and Mobile HCI Using Wearable EOG Goggles. In Proc. of the 10th International Conference on Ubiquitous Computing (UbiComp), pages 84-93, September 2008.
A. Bulling, D. Roggen, and G. Tröster. EyeMote - Towards Context-Aware Gaming Using Eye Movements Recorded From Wearable Electrooculography. In Proc. of the 2nd International Conference on Fun and Games (FnG 2008), pages 33-45, 2008.
H. Harms, O. Amft, D. Roggen, and Tröster. G. SMASH: A Distributed Sensing and Processing Garment for the Classification of Upper Body Postures. In Prof. of the 3rd Int. Conf. on Body Area Networks (BodyNets), pages 1-8. ACM press, 2008.
H. Harms, O. Amft, D. Roggen, and G. Tröster. SMASH - A rapid prototyping garment. In Futurotextiel 2008: Proc. of the 2nd Int. Conf. on Textiles of the Future, 2008.
M. Coloberti, C. Lombriser, D. Roggen, G. Tröster, R. Guarneri, and D. Riboni. Service Discovery and Composition in Body Area Networks. In Prof. of the 3rd Int. Conf. on Body Area Networks (BodyNets), pages 1-4. ACM press, 2008.
J. Schumm, M. Bächlin, C. Setz, B. Arnrich, D. Roggen, and G. Tröster. Effect of movements on the electrodermal response after a startle event. In Proc. of 2nd Int. Conf. on Pervasive Computing Technologies for Healthcare (Pervasive Health), pages 1-4. IEEE, 2008. [ DOI ]
P. Zappi, C. Lombriser, E. Farella, D. Roggen, L. Benini, and G. Tröster. Activity recognition from on-body sensors: accuracy-power trade-off by dynamic sensor selection. In R. Verdone, editor, 5th European Conf. on Wireless Sensor Networks (EWSN 2008), pages 17-33. Springer, 2008. [ pdf ]
2007
M. Bächlin, D. Roggen, and G. Tröster. Context-aware platform for long-term life style management and medical signal analysis. In In Proceeding of the 2nd SENSATION International Conference, Chania, Greece, June 2007. [ pdf ]
G. Bailador, D. Roggen, G. Tröster, and G. Triviño. Real time gesture recognition using Continuous Time Recurrent Neural Networks. In Prof. of the 2nd Int. Conf. on Body Area Networks, pages 1-8. ACM, 2007. [ pdf ]
Clemens Lombriser, Mathias Stäger, Daniel Roggen, and Gerhard Tröster. Titan: A Tiny Task Network for Dynamically Reconfigurable Heterogeneous Sensor Networks. In 15. Fachtagung Kommunikation in Verteilten Systemen (KiVS), pages 127-138, 2007.
C. Lombriser, M. Marin-Perianu, R. Marin-Perianu, D. Roggen, P. Havinga, and G. Tröster. Organizing Context Information Processing in Dynamic Wireless Sensor Networks. In 3rd Int. Conf. on Intelligent Sensors, Sensor Networks, and Information Processing (ISSNIP), pages 67-72, 2007. [ DOI | html ]
Clemens Lombriser, Nagendra B. Bharatula, Daniel Roggen, and Gerhard Tröster. On-Body Activity Recognition in a Dynamic Sensor Network. In Prof. of the 2nd Int. Conf. on Body Area Networks, pages 1-6. ACM, 2007. [ pdf ]
P. Zappi, T. Stiefmeier, E. Farella, D. Roggen, L. Benini, and G. Tröster. Activity Recognition from On-Body Sensors by Classifier Fusion: Sensor Scalability and Robustness. In 3rd Int. Conf. on Intelligent Sensors, Sensor Networks, and Information Processing (ISSNIP), pages 281-286, 2007. [ pdf ]
T. Stiefmeier, D. Roggen, and G. Tröster. Fusion of String-Matched Templates for Continuous Activity Recognition. In Proc. of the 11th IEEE Int. Symposium on Wearable Computers (ISWC), pages 41-44. IEEE Computer Society Press, 2007. [ DOI | pdf | html ]
D. Roggen, R. Jenny, P. de la Hamette, and G. Tröster. Mapping by Seeing - Wearable Vision-Based Dead-Reckoning, and Closing the Loop. In Proc. 2nd European Conf. on Smart Sensing and Context (EuroSSC), pages 29-45. Springer-Verlag, 2007. [ pdf ]
T. Stiefmeier, D. Roggen, and G. Tröster. Gestures are Strings: Efficient Online Gesture Spotting and Classification using String Matching. In 2nd Int. Conf. on Body Area Networks (BodyNets), pages 1-8. ACM, 2007. [ pdf ]
2006
D. Roggen, B. Arnrich, and G. Tröster. Life Style Management Using Wearable Computer. In 4th International Workshop on Ubiquitous Computing for Pervasive Healthcare Applications (UbiHealth 2006), 2006. [ pdf ]
D. Roggen, N. B. Bharatula, M. Stäger, P. Lukowicz, and G. Tröster. From Sensors to Miniature Networked SensorButtons. In Proc. of the 3rd Int. Conf. on Networked Sensing Systems (INSS06), pages 119-122. Transducer Research Foundation, 2006. [ pdf ]
T. Stiefmeier, C. Lombriser, D. Roggen, H. Junker, G. Ogris, and G. Tröster. Event-Based Activity Tracking in Work Environments. In Proc. of the 3rd International Forum on Applied Wearable Computing (IFAWC), pages 1-10, 2006. [ pdf ]
2004
A. Koopman and D. Roggen. Evolving Genetic Regulatory Networks for Hardware Fault Tolerance. In X. Yao, E. Burke, J. A. Lozano, J. Smith, J. J. Merelo-Guervós, J. A. Bullinaria, J. Rowe, P. Tiňo, A. Kabán, and H.-P. Schwefel, editors, Proc. of Parallel Problem Solving from Nature VIII, pages 561-570. Springer-Verlag, 2004. [ pdf ]
D. Roggen and D. Federici. Multi-cellular development: is there scalability and robustness to gain? In X. Yao, E. Burke, J. A. Lozano, J. Smith, J. J. Merelo-Guervós, J. A. Bullinaria, J. Rowe, P. Tiňo, A. Kabán, and H.-P. Schwefel, editors, Proc. of Parallel Problem Solving from Nature VIII, pages 391-400. Springer-Verlag, 2004. [ pdf ]
Y. Thoma, E. Sanchez, D. Roggen, C. Hetherington, and J.-M. Moreno. Prototyping with a bio-inspired reconfigurable chip. In Proc. of the 15th IEEE Int. Workshop on Rapid System Prototyping (RSP'04), pages 239-246. IEEE Computer Society Press, 2004. [ pdf ]
D. Roggen, Y. Thoma, and E. Sanchez. An Evolving and Developing Cellular Electronic Circuit. In J. Pollack, M. Bedau, P. Husbands, T. Ikegami, and R. A. Watson, editors, Proceedings of Artificial Life IX, pages 33-38, 2004. [ pdf ]
2003
G. Tempesti, D. Roggen, E. Sanchez, Y. Thoma, R. Canham, and A. M. Tyrrell. Ontogenetic Development and Fault Tolerance in the POEtic Tissue. In A. M. Tyrrell et al., editors, Proc. of the 5th Int. Conf. on Evolvable Systems (ICES 2003), pages 141-152, Heidelberg, 2003. Springer-Verlag. [ pdf ]
D. Roggen, S. Hofmann, Y. Thoma, and D. Floreano. Hardware spiking neural network with run-time reconfigurable conectivity in an autonomous robot. In J. Lohn et al., editors, 2003 NASA/DoD Conference on Evolvable Hardware, pages 189-198, Los Alamitos, CA, 2003. IEEE Computer Society Press. [ pdf ]
D. Roggen, D. Floreano, and C. Mattiussi. A Morphogenetic Evolutionary System: Phylogenesis of the POEtic Tissue. In A. M. Tyrrell et al., editors, Proc. of the 5th Int. Conf. on Evolvable Systems (ICES 2003), pages 153-164, Heidelberg, 2003. Springer-Verlag. [ pdf ]
2002
G. Tempesti, D. Roggen, E. Sanchez, and Y. Thoma. A POEtic Architecture for Bio-Inspired Hardware. In R. K. Standish, Beadau M. A., and Abbass H. A., editors, Proceedings of Artificial Life VIII, pages 111-115, Cambridge, MA, 2002. MIT Press. [ pdf ]