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107
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GECCO
2006
Springer
186views Optimization» more  GECCO 2006»
15 years 6 months ago
Characterizing large text corpora using a maximum variation sampling genetic algorithm
An enormous amount of information available via the Internet exists. Much of this data is in the form of text-based documents. These documents cover a variety of topics that are v...
Robert M. Patton, Thomas E. Potok
138
Voted
ISAAC
2000
Springer
178views Algorithms» more  ISAAC 2000»
15 years 6 months ago
Simple Algorithms for a Weighted Interval Selection Problem
Given a set of jobs, each consisting of a number of weighted intervals on the real line, and a number m of machines, we study the problem of selecting a maximum weight subset of th...
Thomas Erlebach, Frits C. R. Spieksma
127
Voted
PAKDD
2000
ACM
140views Data Mining» more  PAKDD 2000»
15 years 6 months ago
Performance Controlled Data Reduction for Knowledge Discovery in Distributed Databases
The objective of data reduction is to obtain a compact representation of a large data set to facilitate repeated use of non-redundant information with complex and slow learning alg...
Slobodan Vucetic, Zoran Obradovic
128
Voted
ATAL
2008
Springer
15 years 4 months ago
Coalitional skill games
We consider Coalitional Skill Games (CSGs), a simple model of cooperation among agents. This is a restricted form of coalitional games, where each agent has a set of skills that a...
Yoram Bachrach, Jeffrey S. Rosenschein
118
Voted
AUSDM
2008
Springer
212views Data Mining» more  AUSDM 2008»
15 years 4 months ago
Clustering and Classification of Maintenance Logs using Text Data Mining
Spreadsheets applications allow data to be stored with low development overheads, but also with low data quality. Reporting on data from such sources is difficult using traditiona...
Brett Edwards, Michael Zatorsky, Richi Nayak