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ICSM
2006
IEEE
14 years 4 months ago
Working Session: Information Retrieval Based Approaches in Software Evolution
During software evolution a collection of related artifacts with different representations are created. Some of these are composed of structured data (e.g., analysis data), some c...
Andrian Marcus, Andrea De Lucia, Jane Huffman Haye...
HAIS
2009
Springer
14 years 2 months ago
Multiobjective Evolutionary Clustering Approach to Security Vulnerability Assesments
Network vulnerability assessments collect large amounts of data to be further analyzed by security experts. Data mining and, particularly, unsupervised learning can help experts an...
Guiomar Corral, A. Garcia-Piquer, Albert Orriols-P...
SDM
2007
SIAM
126views Data Mining» more  SDM 2007»
13 years 11 months ago
Nonlinear Dimensionality Reduction using Approximate Nearest Neighbors
Nonlinear dimensionality reduction methods often rely on the nearest-neighbors graph to extract low-dimensional embeddings that reliably capture the underlying structure of high-d...
Erion Plaku, Lydia E. Kavraki
ICDE
2011
IEEE
281views Database» more  ICDE 2011»
13 years 1 months ago
Declarative analysis of noisy information networks
—There is a growing interest in methods for analyzing data describing networks of all types, including information, biological, physical, and social networks. Typically the data ...
Walaa Eldin Moustafa, Galileo Namata, Amol Deshpan...
CIKM
2008
Springer
14 years 2 hour ago
Academic conference homepage understanding using constrained hierarchical conditional random fields
We address the problem of academic conference homepage understanding for the Semantic Web. This problem consists of three labeling tasks - labeling conference function pages, func...
Xin Xin, Juanzi Li, Jie Tang, Qiong Luo