Publications

Journals and Magazines

Activity Recognition Using Semi-Markov Models on Real World Smart Home Datasets (in press)
T.L.M. van Kasteren, G. Englebienne and B.J.A. Kröse
In Journal of Ambient Intelligence and Smart Environments thematic issue on Smart Homes, IOS Press, 2010.
An Activity Monitoring System for Elderly Care using Generative and Discriminative Models
T.L.M. van Kasteren, G. Englebienne and B.J.A. Kröse
In Journal Personal and Ubiquitous Computing, Special Issue on Pervasive Technologies for Assistive Environments, Springer. 2010.
Healthcare Systems and Other Applications
Tim van Kasteren and Ben Kröse
In IEEE Pervasive Computing, Vol. 6, No. 1 January-March 2007.

Transferring Knowledge of Activity Recognition across Sensor Networks
T.L.M. van Kasteren, G. Englebienne and B.J.A. Kröse
In Proceedings of the Eighth International Conference on Pervasive Computing (Pervasive 2010). Helsinki, Finland, 2010.
Accurate Activity Recognition in a Home Setting.
T.L.M. van Kasteren, A. K. Noulas, G. Englebienne and B.J.A. Kröse
ACM Tenth International Conference on Ubiquitous Computing (Ubicomp'08). Seoul, South Korea, 2008. [link to dataset][bibtex].
CARE: Context Awareness in Residences for Elderly
B.J.A. Kröse, T.L.M. van Kasteren, C.H.S. Gibson and T. van den Dool
In Proceedings of Sixth International Conference of the International Society for Gerontechnology (ISG'08), 2008.
Monitoring Homes with Wireless Sensor Networks
C.H.S. Gibson, T.L.M. van Kasteren and B.J.A. Kröse
In Proceedings of the International Med-e-Tel Conference, 2008.
Bayesian Activity Recognition in Residence for Elders
T.L.M. van Kasteren and B.J.A. Kröse
In Proceedings of third International Intelligent Environments Conference (IE'07), 2007.

Towards a Consistent Methodology for Evaluating Activity Recognition Model Performance
T.L.M. van Kasteren, G. Englebienne and B.J.A. Kröse
Pervasive Computing 2010 workshop on How To Do Good Research In Activity Recognition.
A sensing and annotation system for recording datasets in multiple homes
T.L.M. van Kasteren and B.J.A. Kröse
CHI 2009 workshop on Developing Shared Home Behavior Datasets to Advance HCI and Ubiquitous Computing Research.
Recognizing Activities in Multiple Contexts using Transfer Learning
T.L.M. van Kasteren, G. Englebienne and B.J.A. Kröse
AAAI Fall 2008 Symposium: AI in Eldercare. Washington DC, USA, 2008.[link to dataset][bibtex].
A Hybrid Generative-Discriminative Approach to Speaker Diarization
A. K. Noulas, T.L.M. van Kasteren and B.J.A. Kröse
Joint Workshop on MultiModal Interaction and Related Machine Learning Algorithms '08, Utrecht, The Netherlands.

Sensorsystemen voor zorg en communicatie (in dutch)
B.J.A. Kröse, I. Bierhoff, T.L.M. van Kasteren and C. Gibson
In Langdurende zorg en technologie, H. Kort, A. Cordia and L. de Witte (ed.),pages 165-178,ISBN 9789059314856, LEMMA, 2008.

Recognizing Activities in Multiple Homes using Transfer Learning
T.L.M. van Kasteren, G. Englebienne and B.J.A. Kröse
In Proceedings of the 15th Annual Conference of the Advanced School for Computing and Imaging (ASCI'09). Zeewolde, The Netherlands. 2009.
Conditional Random Fields versus Hidden Markov Models for activity recognition in temporal sensor data
T.L.M. van Kasteren, A.K. Noulas, B.J.A. Kröse
In Proceedings of the 14th Annual Conference of the Advanced School for Computing and Imaging (ASCI'08). The Netherlands. 2008 .
Realtime Simultaneous Tempo Tracking and Rhythm Quantization in Music.
T.L.M. van Kasteren, , B.J.A. Kröse and A.T. Cemgil
Demo in BNAIC 2007: The 19th Belgian-Dutch Conference on Artificial Intelligence.
A probabilistic approach to automatic health monitoring for elderly.
T.L.M. van Kasteren and B.J.A. Kröse
In Proceedings of the 13th Annual Conference of the Advanced School for Computing and Imaging (ASCI'07). Heijen, The Netherlands. 2007.

Realtime Tempo Tracking using Kalman Filtering
Tim van Kasteren
Master thesis, supervised by T. Cemgil and B. Kröse. University of Amsterdam. 2006.