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MLDM
2005
Springer
16 years 1 months ago
A Grouping Method for Categorical Attributes Having Very Large Number of Values
In supervised machine learning, the partitioning of the values (also called grouping) of a categorical attribute aims at constructing a new synthetic attribute which keeps the info...
Marc Boullé
OOPSLA
2005
Springer
16 years 1 months ago
SDD: high performance code clone detection system for large scale source code
Code clones in software increase maintenance cost and lower software quality. We have devised a new algorithm to detect duplicated parts of source code in large software. Our algo...
Seunghak Lee, Iryoung Jeong
RSFDGRC
2005
Springer
117views Data Mining» more  RSFDGRC 2005»
16 years 1 months ago
Dependency Bagging
In this paper, a new variant of Bagging named DepenBag is proposed. This algorithm obtains bootstrap samples at first. Then, it employs a causal discoverer to induce from each sam...
Yuan Jiang, Jinjiang Ling, Gang Li, Honghua Dai, Z...
UM
2005
Springer
16 years 1 months ago
Motion-Based Adaptation of Information Services for Mobile Users
Adaptive information systems typically exploit knowledge about the user’s interests, preferences, goals etc. to determine what should be presented to the user and how this presen...
Mathias Bauer, Matthieu Deru
WAC
2005
Springer
118views Communications» more  WAC 2005»
16 years 1 months ago
Towards a Reliable, Wide-Area Infrastructure for Context-Based Self-management of Communications
Abstract. In this paper we describe ConStruct, a distributed, contextaggregation based service infrastructure which supports the development of context-aware applications. ConStruc...
Graeme Stevenson, Paddy Nixon, Simon A. Dobson
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