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NIPS
2007
13 years 11 months ago
A New View of Automatic Relevance Determination
Automatic relevance determination (ARD) and the closely-related sparse Bayesian learning (SBL) framework are effective tools for pruning large numbers of irrelevant features leadi...
David P. Wipf, Srikantan S. Nagarajan
HIS
2004
13 years 11 months ago
Stigmergy in Multi Agent Reinforcement Learning
In this paper, we describe how certain aspects of the biological phenomena of stigmergy can be imported into multiagent reinforcement learning (MARL), with the purpose of better e...
Raghav Aras, Alain Dutech, François Charpil...
EACL
2003
ACL Anthology
13 years 11 months ago
Cohesion and coherence for Automatic Summarization
This paper presents the integration of cohesive properties of text with coherence relations, to obtain an adequate representation of text for automatic summarization. A summarizer...
Laura Alonso Alemany, María Fuentes Fort
MC
2001
13 years 11 months ago
Towards a Task-Based System Administration Tool for Linux Systems
The growing popularity of computers in all areas of daily life leads to the situation that an increasing number of people with diverse know-how of computers and software use these...
Ernianti Hasibuan, Gerd Szwillus
SDM
2004
SIAM
207views Data Mining» more  SDM 2004»
13 years 11 months ago
BAMBOO: Accelerating Closed Itemset Mining by Deeply Pushing the Length-Decreasing Support Constraint
Previous study has shown that mining frequent patterns with length-decreasing support constraint is very helpful in removing some uninteresting patterns based on the observation t...
Jianyong Wang, George Karypis