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Chapter and Conference Paper
Personalization Models for Human Activity Recognition with Distribution Matching-Based Metrics
Building activity recognition systems conventionally involves training a common model from all data of training users and utilizing this model to recognize activities of unseen subjects. However, participants ...
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Chapter and Conference Paper
A Dynamic Time War** Approach to Real-Time Activity Recognition for Food Preparation
We present a dynamic time war** based activity recognition system for the analysis of low-level food preparation activities. Accelerometers embedded into kitchen utensils provide continuous sensor data strea...
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Chapter and Conference Paper
Evaluating Ubiquitous Systems with Users (Workshop Summary)
Evaluating ubiquitous systems with users can be a challenge, and the goal of this workshop was to take stock of current issues and novel approaches to address this challenge. In this paper, we report on the di...
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Chapter and Conference Paper
Towards Human Centered Ambient Intelligence
In this paper we present a novel approach to the integration of humans into AmI environments. The key aspect of the concept which we call human centered Ami is a dynamic and active user model which creates a v...