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102
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ECTEL
2010
Springer
15 years 1 months ago
A Framework for the Domain-Independent Collection of Attention Metadata
Abstract. We present a simple and extendible framework to collect attention metadata and store them for further analysis. Currently, several metadata collectors have been implement...
Maren Scheffel, Martin Friedrich, Katja Niemann, U...
105
Voted
ICML
2007
IEEE
16 years 3 months ago
A bound on the label complexity of agnostic active learning
We study the label complexity of pool-based active learning in the agnostic PAC model. Specifically, we derive general bounds on the number of label requests made by the A2 algori...
Steve Hanneke
91
Voted
ICML
2005
IEEE
16 years 3 months ago
Object correspondence as a machine learning problem
We propose machine learning methods for the estimation of deformation fields that transform two given objects into each other, thereby establishing a dense point to point correspo...
Bernhard Schölkopf, Florian Steinke, Volker B...
144
Voted
EUSAI
2004
Springer
15 years 8 months ago
End-User Configuration of Ambient Intelligence Environments: Feasibility from a User Perspective
Abstract. We report research into concepts and technology for enabling endusers to configure Ambient Intelligent environments. In this paper we focus on the feasibility and accepta...
Panos Markopoulos, Irene Mavrommati, Achilles Kame...
115
Voted
EPIA
2003
Springer
15 years 7 months ago
Adaptation to Drifting Concepts
Most of supervised learning algorithms assume the stability of the target concept over time. Nevertheless in many real-user modeling systems, where the data is collected over an ex...
Gladys Castillo, João Gama, Pedro Medas