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AUSAI
2004
Springer
15 years 11 months ago
MML Inference of Oblique Decision Trees
We propose a multivariate decision tree inference scheme by using the minimum message length (MML) principle (Wallace and Boulton, 1968; Wallace and Dowe, 1999). The scheme uses MM...
Peter J. Tan, David L. Dowe
CPAIOR
2004
Springer
15 years 11 months ago
Simple Rules for Low-Knowledge Algorithm Selection
This paper addresses the question of selecting an algorithm from a predefined set that will have the best performance on a scheduling problem instance. Our goal is to reduce the e...
J. Christopher Beck, Eugene C. Freuder
ECAI
2004
Springer
15 years 11 months ago
A Risk-Based Bidding Strategy for Continuous Double Auctions
We develop a novel bidding strategy that software agents can use to buy and sell goods in Continuous Double Auctions (CDAs). Our strategy involves the agent forming a bid or ask by...
Perukrishnen Vytelingum, Rajdeep K. Dash, Esther D...
PAKDD
2004
ACM
113views Data Mining» more  PAKDD 2004»
15 years 11 months ago
Logistic Regression and Boosting for Labeled Bags of Instances
Abstract. In this paper we upgrade linear logistic regression and boosting to multi-instance data, where each example consists of a labeled bag of instances. This is done by connec...
Xin Xu, Eibe Frank
ERCIMDL
2003
Springer
94views Education» more  ERCIMDL 2003»
15 years 11 months ago
An Evaluation of Document Prefetching in a Distributed Digital Library
Latency is a fundamental problem for all distributed systems including digital libraries. To reduce user perceived delays both caching – keeping accessed objects for future use ...
Jochen Hollmann, Anders Ardö, Per Stenstr&oum...