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» Mining Billion-Node Graphs: Patterns, Generators and Tools
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SDM
2010
SIAM
195views Data Mining» more  SDM 2010»
13 years 10 months ago
MACH: Fast Randomized Tensor Decompositions
Tensors naturally model many real world processes which generate multi-aspect data. Such processes appear in many different research disciplines, e.g, chemometrics, computer visio...
Charalampos E. Tsourakakis
IWPC
2006
IEEE
14 years 2 months ago
Evolution Storyboards: Visualization of Software Structure Dynamics
Large software systems have a rich development history. Mining certain aspects of this rich history can reveal interesting insights into the system and its structure. Previous app...
Dirk Beyer, Ahmed E. Hassan
PREMI
2005
Springer
14 years 2 months ago
Geometric Decision Rules for Instance-Based Learning Problems
In the typical nonparametric approach to classification in instance-based learning and data mining, random data (the training set of patterns) are collected and used to design a d...
Binay K. Bhattacharya, Kaustav Mukherjee, Godfried...
NAR
2008
101views more  NAR 2008»
13 years 7 months ago
RNALogo: a new approach to display structural RNA alignment
Regulatory RNAs play essential roles in many essential biological processes, ranging from gene regulation to protein synthesis. This work presents a web-based tool, RNALogo, to cr...
Tzu-Hao Chang, Jorng-Tzong Horng, Hsien-Da Huang
KBSE
2010
IEEE
13 years 7 months ago
Test generation to expose changes in evolving programs
Software constantly undergoes changes throughout its life cycle, and thereby it evolves. As changes are introduced into a code base, we need to make sure that the effect of the ch...
Dawei Qi, Abhik Roychoudhury, Zhenkai Liang