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ECML
2004
Springer
15 years 9 months ago
SWITCH: A Novel Approach to Ensemble Learning for Heterogeneous Data
The standard framework of machine learning problems assumes that the available data is independent and identically distributed (i.i.d.). However, in some applications such as image...
Rong Jin, Huan Liu
AR
2008
143views more  AR 2008»
15 years 4 months ago
Toward Human-Like Real-Time Manipulation: From Perception to Motion Planning
Human-like behavior is crucial for intelligent service robots that are to perform versatile tasks in day to day life. In this paper, an integrated approach to human-like manipulat...
Sukhan Lee, Hadi Moradi, Daesik Jang, Han-Young Ja...
CORR
2006
Springer
101views Education» more  CORR 2006»
15 years 4 months ago
MDL Convergence Speed for Bernoulli Sequences
The Minimum Description Length principle for online sequence estimation/prediction in a proper learning setup is studied. If the underlying model class is discrete, then the total...
Jan Poland, Marcus Hutter
ICCS
2005
Springer
15 years 9 months ago
The Dynamics of Computing Agent Systems
The paper presents the Multi Agent System (MAS) designed for the large scale parallel computations. The special kind of diffusionbased scheduling enables to decompose and allocate...
Maciej Smolka, Piotr Uhruski, Robert Schaefer, Mar...
ICMI
2004
Springer
148views Biometrics» more  ICMI 2004»
15 years 9 months ago
A framework for evaluating multimodal integration by humans and a role for embodied conversational agents
One of the implicit assumptions of multi-modal interfaces is that human-computer interaction is significantly facilitated by providing multiple input and output modalities. Surpri...
Dominic W. Massaro