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» Feature Selection in Clustering Problems
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CIKM
2007
Springer
14 years 4 months ago
Nugget discovery in visual exploration environments by query consolidation
Queries issued by casual users or specialists exploring a data set often point us to important subsets of the data, be it clusters, outliers or other features of particular import...
Di Yang, Elke A. Rundensteiner, Matthew O. Ward
CIKM
2004
Springer
14 years 3 months ago
A practical web-based approach to generating topic hierarchy for text segments
It is crucial in many information systems to organize short text segments, such as keywords in documents and queries from users, into a well-formed topic hierarchy. In this paper,...
Shui-Lung Chuang, Lee-Feng Chien
MMDB
2003
ACM
94views Multimedia» more  MMDB 2003»
14 years 3 months ago
Improving image retrieval effectiveness via multiple queries
Conventional approaches to image retrieval are based on the assumption that relevant images are physically near the query image in some feature space. This is the basis of the clu...
Xiangyu Jin, James C. French
ICPR
2010
IEEE
14 years 5 months ago
Semi-Supervised Distance Metric Learning by Quadratic Programming
This paper introduces a semi-supervised distance metric learning algorithm which uses pair-wise equivalence (similarity and dissimilarity) constraints to improve the original dist...
Hakan Cevikalp
ICSM
2009
IEEE
14 years 4 months ago
Scalable and incremental clone detection for evolving software
Code clone management has been shown to have several benefits for software developers. When source code evolves, clone management requires a mechanism to efficiently and increme...
Tung Thanh Nguyen, Hoan Anh Nguyen, Jafar M. Al-Ko...