T.L.M. van Kasteren

Computer Science · Physical Sciences

11h-index993citations18works0.02yr avg
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Research Topics

Context-Aware Activity Recognition Systems(12), Anomaly Detection Techniques and Applications(7), IoT-based Smart Home Systems(6), Time Series Analysis and Forecasting(5), Music and Audio Processing(3)

Publications18 total

Active learning with uncertainty sampling for large scale activity recognition in smart homes
Journal of Ambient Intelligence and Smart Environments·2017· 26 citedOpen Access
A Unified Model for Human Behavior Modeling Using a Hierarchy with a Variable Number of States
2014· 9 citedOpen Access
Analyzing Tweets to Aid Situational Awareness
Lecture notes in computer science·2014· 7 cited
Hierarchical modeling using automated sub-clustering for sound event recognition
2013· 25 cited
Activity recognition with Hidden Markov models using active learning
2011· 2 cited
Activity recognition for health monitoring elderly using temporal probabilistic models
Data Archiving and Networked Services (DANS)·2011· 38 citedOpen Access
SAKLI MARKOV MODELLER ˙ ˙ AKT ˙ IF ¨ O ˘ GRENME KULLANARAK EYLEM TANIMA ACTIVITY RECOGNITION WITH HIDDEN MARKOV MODELS USING ACTIVE LEARNING
2011
Using Active Learning to Allow Activity Recognition on a Large Scale
Lecture notes in computer science·2011· 34 citedOpen Access
Hierarchical Activity Recognition Using Automatically Clustered Actions
Lecture notes in computer science·2011· 56 cited
Human Activity Recognition from Wireless Sensor Network Data: Benchmark and Software
Atlantis ambient and pervasive intelligence·2011· 216 cited
An activity monitoring system for elderly care using generative and discriminative models
Personal and Ubiquitous Computing·2010· 231 citedOpen Access
Transferring Knowledge of Activity Recognition across Sensor Networks
Lecture notes in computer science·2010· 154 cited
Activity recognition using semi-Markov models on real world smart home datasets
Journal of Ambient Intelligence and Smart Environments·2010· 131 citedOpen Access
A sensing and annotation system for recording datasets in multiple homes
Data Archiving and Networked Services (DANS)·2009· 8 cited
Recognizing activities in multiple contexts using transfer learning
UvA-DARE (University of Amsterdam)·2008· 44 cited
Conditional Random Fields versus Hidden Markov Models for activity recognition in temporal sensor data
Data Archiving and Networked Services (DANS)·2008· 11 citedOpen Access
A probabilistic approach to automatic health monitoring for elderly
Data Archiving and Networked Services (DANS)·2007· 1 cited
Realtime Simultaneous Tempo Tracking and Rhythm Quantization in Music
Data Archiving and Networked Services (DANS)·2007

Frequent Co-authors

Ben Kröse(10), Gwenn Englebienne(6), Hande Alemdar(5), Cem Ersoy(4), Maria E. Niessen(3), Andreas Merentitis(2), A. Noulas(1), B. Ulrich(1), Vignesh Srinivasan(1), Ali Taylan Cemgil(1)