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IPMU
2010
Springer
13 years 8 months ago
Attribute Value Selection Considering the Minimum Description Length Approach and Feature Granularity
Abstract. In this paper we introduce a new approach to automatic attribute and granularity selection for building optimum regression trees. The method is based on the minimum descr...
Kemal Ince, Frank Klawonn
ADC
2008
Springer
156views Database» more  ADC 2008»
14 years 4 months ago
Interactive Mining of Frequent Itemsets over Arbitrary Time Intervals in a Data Stream
Mining frequent patterns in a data stream is very challenging for the high complexity of managing patterns with bounded memory against the unbounded data. While many approaches as...
Ming-Yen Lin, Sue-Chen Hsueh, Sheng-Kun Hwang
COORDINATION
2004
Springer
14 years 3 months ago
A Lightweight Coordination Middleware for Mobile Computing
This paper presents Limone, a new coordination model that facilitates rapid application development over ad hoc networks consisting of logically mobile agents and physically mobile...
Chien-Liang Fok, Gruia-Catalin Roman, Gregory Hack...
CHI
1999
ACM
14 years 2 months ago
Time-Compression: Systems Concerns, Usage, and Benefits
With the proliferation of online multimedia content and the popularity of multimedia streaming systems, it is increasingly useful to be able to skim and browse multimedia quickly....
Nosa Omoigui, Liwei He, Anoop Gupta, Jonathan Grud...
RSFDGRC
2007
Springer
124views Data Mining» more  RSFDGRC 2007»
14 years 3 months ago
Supporting Literature Exploration with Granular Knowledge Structures
Reading and literature exploration are important tasks of scientific research. However, conventional retrieval systems provide limited support for these tasks by concentrating on ...
Yiyu Yao, Yi Zeng, Ning Zhong