Tim van Kasteren

According to our database, Tim van Kasteren authored at least 20 papers between 2007 and 2017.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2017

Active learning with uncertainty sampling for large scale activity recognition in smart homes.

Hande Özgür Alemdar, T. L. M. van Kasteren, Cem Ersoy

J. Ambient Intell. Smart Environ., 2017

Versioning for End-to-End Machine Learning Pipelines.

Tom van der Weide, Dimitris Papadopoulos, Oleg Smirnov, Michal Zielinski, Tim van Kasteren

Proceedings of the 1st Workshop on Data Management for End-to-End Machine Learning, 2017

2016

Big Data Analysis.

John Domingue, Nelia Lasierra, Anna Fensel, Tim van Kasteren, Martin Strohbach, Andreas Thalhammer

Proceedings of the New Horizons for a Data-Driven Economy, 2016

2014

Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion Contest.

Christian Debes, Andreas Merentitis, Roel Heremans, Jürgen T. Hahn, Nikolaos Frangiadakis, Tim van Kasteren, Wenzhi Liao, Rik Bellens, Aleksandra Pizurica, Sidharta Gautama, Wilfried Philips, Saurabh Prasad, Qian Du, Fabio Pacifici

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

In-Home Activity Recognition: Bayesian Inference for Hidden Markov Models.

Francisco Javier Ordóñez, Gwenn Englebienne, Paula de Toledo, Tim van Kasteren, Araceli Sanchis, Ben J. A. Kröse

IEEE Pervasive Comput., 2014

A Unified Model for Human Behavior Modeling Using a Hierarchy with a Variable Number of States.

Hande Özgür Alemdar, Tim van Kasteren, Maria E. Niessen, Andreas Merentitis, Cem Ersoy

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Analyzing Tweets to Aid Situational Awareness.

Tim van Kasteren, Birte Ulrich, Vignesh Srinivasan, Maria E. Niessen

Proceedings of the Advances in Information Retrieval, 2014

2013

Hierarchical modeling using automated sub-clustering for sound event recognition.

Maria E. Niessen, Tim van Kasteren, Andreas Merentitis

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

2012

Complexity versus Page Hierarchy of a GUI for Elderly Homecare Applications.

Mustafa Torun, Tim van Kasteren, Özlem Durmaz Incel, Cem Ersoy

Proceedings of the Computers Helping People with Special Needs, 2012

2011

Effective Performance Metrics for Evaluating Activity Recognition Methods.

Tim van Kasteren, Hande Özgür Alemdar, Cem Ersoy

Proceedings of the ARCS 2011, 2011

Hierarchical Activity Recognition Using Automatically Clustered Actions.

Tim van Kasteren, Gwenn Englebienne, Ben J. A. Kröse

Proceedings of the Ambient Intelligence, 2011

Using Active Learning to Allow Activity Recognition on a Large Scale.

Hande Özgür Alemdar, Tim van Kasteren, Cem Ersoy

Proceedings of the Ambient Intelligence, 2011

Activity Monitoring Systems in Health Care.

Ben J. A. Kröse, Tim van Oosterhout, Tim van Kasteren

Proceedings of the Computer Analysis of Human Behavior., 2011

2010

An activity monitoring system for elderly care using generative and discriminative models.

Tim van Kasteren, Gwenn Englebienne, Ben J. A. Kröse

Pers. Ubiquitous Comput., 2010

Activity recognition using semi-Markov models on real world smart home datasets.

Tim van Kasteren, Gwenn Englebienne, Ben J. A. Kröse

J. Ambient Intell. Smart Environ., 2010

Transferring Knowledge of Activity Recognition across Sensor Networks.

Tim van Kasteren, Gwenn Englebienne, Ben J. A. Kröse

Proceedings of the Pervasive Computing, 8th International Conference, 2010

2008

A Hybrid Generative-Discriminative Approach to Speaker Diarization.

Athanasios K. Noulas, Tim van Kasteren, Ben J. A. Kröse

Proceedings of the Machine Learning for Multimodal Interaction, 5th International Workshop, 2008

Accurate activity recognition in a home setting.

Tim van Kasteren, Athanasios K. Noulas, Gwenn Englebienne, Ben J. A. Kröse

Proceedings of the UbiComp 2008: Ubiquitous Computing, 10th International Conference, 2008

Recognizing Activities in Multiple Contexts using Transfer Learning.

Tim van Kasteren, Gwenn Englebienne, Ben J. A. Kröse

Proceedings of the AI in Eldercare: New Solutions to Old Problems, 2008

2007

Healthcare Systems and Other Applications.

Rose-Marie Dröes, Maurice D. Mulvenna, Chris D. Nugent, Dewar D. Finlay, Mark P. Donnelly, Marius Mikalsen, Ståle Walderhaug, Tim van Kasteren, Ben J. A. Kröse, Stefano Puglia, Fabio Scanu, Marco Oreste Migliori, Erdem Uçar, Cenk Atlig, Yilmaz Kiliçaslan, Özlem Uçar, Jennifer C. Hou

IEEE Pervasive Comput., 2007