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AAAI
1994
13 years 10 months ago
Control Strategies for a Stochastic Planner
We present new algorithms for local planning over Markov decision processes. The base-level algorithm possesses several interesting features for control of computation, based on s...
Jonathan Tash, Stuart J. Russell
CAISE
2004
Springer
14 years 2 months ago
An Approach to the Enterprise Integration
This paper describes the evolution and the results of the research work carried out by the IRIS group in the field of enterprise integration. This research work began with the ARD...
Ricardo Chalmeta, Reyes Grangel, Cristina Campos, ...
INTERACT
2003
13 years 10 months ago
Vision-Speech System Becoming Efficient and Friendly through Experience
: This paper presents a vision-speech system for service robots that can learn the user’s customs and objects fixed in the environment while helping the user, and can perform the...
Yoshinori Kuno, Mitsutoshi Yoshizaki, Akio Nakamur...
ML
2010
ACM
127views Machine Learning» more  ML 2010»
13 years 7 months ago
Stability and model selection in k-means clustering
Abstract Clustering Stability methods are a family of widely used model selection techniques for data clustering. Their unifying theme is that an appropriate model should result in...
Ohad Shamir, Naftali Tishby
PODS
2012
ACM
240views Database» more  PODS 2012»
11 years 11 months ago
Approximate computation and implicit regularization for very large-scale data analysis
Database theory and database practice are typically the domain of computer scientists who adopt what may be termed an algorithmic perspective on their data. This perspective is ve...
Michael W. Mahoney