T.L.M. van Kasteren

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

T.L.M. van Kasteren, Gwenn Englebienne, Ben Kröse · Personal and Ubiquitous Computing · 2010 · 231 citations · Full text

Engineering, Machine Learning, Discriminative Models +25

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

T.L.M. van Kasteren, Gwenn Englebienne, Ben Kröse · Journal of Ambient Intelligence and Smart Environments · 2010 · 131 citations · Full text

Recognizing activities in multiple contexts using transfer learning

T.L.M. van Kasteren, Gwenn Englebienne, Ben Kröse · UvA-DARE (University of Amsterdam) · 2008 · 44 citations

Artificial Intelligence, Daily Living, Engineering +13

Activity recognition for health monitoring elderly using temporal probabilistic models

T.L.M. van Kasteren · Data Archiving and Networked Services (DANS) · 2011 · 38 citations · Full text

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

Hande Alemdar, T.L.M. van Kasteren, Cem Ersoy · Journal of Ambient Intelligence and Smart Environments · 2017 · 26 citations · Full text

Artificial Intelligence, Data Annotation, Engineering +22