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» Constraint Programming for Data Mining and Machine Learning
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PKDD
2010
Springer
129views Data Mining» more  PKDD 2010»
14 years 10 months ago
Learning Algorithms for Link Prediction Based on Chance Constraints
In this paper, we consider the link prediction problem, where we are given a partial snapshot of a network at some time and the goal is to predict the additional links formed at a ...
Janardhan Rao Doppa, Jun Yu, Prasad Tadepalli, Lis...
POPL
2002
ACM
16 years 16 hour ago
Mining specifications
Program verification is a promising approach to improving program quality, because it can search all possible program executions for specific errors. However, the need to formally...
Glenn Ammons, James R. Larus, Rastislav Bodí...
ICTAI
2010
IEEE
14 years 9 months ago
Mode-Directed Tabling for Dynamic Programming, Machine Learning, and Constraint Solving
The abstract goes here.
Neng-Fa Zhou, Yoshitaka Kameya, Taisuke Sato
NIPS
2003
15 years 1 months ago
Learning a Distance Metric from Relative Comparisons
This paper presents a method for learning a distance metric from relative comparison such as “A is closer to B than A is to C”. Taking a Support Vector Machine (SVM) approach,...
Matthew Schultz, Thorsten Joachims
AIMSA
2004
Springer
15 years 5 months ago
PubMiner: Machine Learning-Based Text Mining System for Biomedical Information Mining
PubMiner, an intelligent machine learning based text mining system for mining biological information from the literature is introduced. PubMiner utilize natural language processing...
Jae-Hong Eom, Byoung-Tak Zhang