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» A New Class Based Associative Classification Algorithm
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142
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ISCIS
2005
Springer
15 years 7 months ago
Classification of Volatile Organic Compounds with Incremental SVMs and RBF Networks
Support Vector Machines (SVMs) have been applied to solve the classification of volatile organic compounds (VOC) data in some recent studies. SVMs provide good generalization perfo...
Zeki Erdem, Robi Polikar, Nejat Yumusak, Fikret S....
AIIA
2001
Springer
15 years 5 months ago
A New Machine Learning Approach to Fingerprint Classification
We present new fingerprint classification algorithms based on two machine learning approaches: support vector machines (SVMs), and recursive neural networks (RNNs). RNNs are traine...
Yuan Yao, Gian Luca Marcialis, Massimiliano Pontil...
140
Voted
ICML
2006
IEEE
16 years 3 months ago
Cost-sensitive learning with conditional Markov networks
There has been a recent, growing interest in classification and link prediction in structured domains. Methods such as conditional random fields and relational Markov networks sup...
Prithviraj Sen, Lise Getoor
105
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SIAMDM
2008
148views more  SIAMDM 2008»
15 years 2 months ago
A New Algorithm for On-line Coloring Bipartite Graphs
We first show that for any bipartite graph H with at most five vertices, there exists an on-line competitive algorithm for the class of H-free bipartite graphs. We then analyze th...
Hajo Broersma, Agostino Capponi, Daniël Paulu...
DAGSTUHL
2006
15 years 3 months ago
Computation of the Minimal Associated Primes
Abstract. We propose a new algorithm for the computation of the minimal associated primes of an ideal. In [1] we have introduced modifications to an algorithm for the computation o...
Santiago Laplagne