Semi Supervised Learning With Side Information

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Semi Supervised Learning With Side Information

Semi Supervised Learning With Side Information written by Yi Liu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Computer science categories.

Computational Materials Science

Computational Materials Science written by Feng Xiong and has been published by Trans Tech Publications Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-07-04 with Technology & Engineering categories.

Selected, peer reviewed papers from the 2011 International Conference on Computational Materials Science (CMS 2011) in April 17-18, Guangzhou, China

Clustering Dimensionality Reduction And Side Information

Clustering Dimensionality Reduction And Side Information written by Hiu Chung Law and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Data mining categories.

Some Contributions To Semi Supervised Learning

Some Contributions To Semi Supervised Learning written by Paven Kumar Mallapragada and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Cluster analysis categories.

Enhancement To Selective Incremental Approach For Transductive Nearest Neighbour Classification

Enhancement To Selective Incremental Approach For Transductive Nearest Neighbour Classification written by E. Madhusudhana Reddy and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-28 with Education categories.

Master's Thesis from the year 2012 in the subject Didactics - Computer Science, , course: COMPUTER SCIENCE & ENGINEERING, language: English, abstract: During the last years, semi-supervised learning has emerged as an exciting new direction in machine learning research. It is closely related to profound issues of how to do inference from data, as witnessed by its overlap with transductive inference. Semi-Supervised learning is the half-way between Supervised and Unsupervised Learning. In this majority of the patterns are unlabelled, they are present in Test set and knowed labeled patterns are present in Training set. Using these training set, we assign the labels for test set. Here our Proposed method is using Nearest Neighbour Classifier for Semi-Supervised learning we can label the unlabelled patterns using the labeled patterns and then compare these method with the traditionally Existing methods as graph mincut, spectral graph partisan, ID3,Nearest Neighbour Classifier and we are going to prove our Proposed method is more scalable than the Existing methods and reduce time complexity of SITNNC(Selective Incremental Approach for Transductive Nearest Neighbour Classifier) using Leaders Algorithm.

A Framework For Semi Supervised Learning Based On Subjective And Objective Cluster Validity Criteria

A Framework For Semi Supervised Learning Based On Subjective And Objective Cluster Validity Criteria written by Yogi Nitin Kumar and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Cluster analysis categories.

Dissertation Abstracts International

Dissertation Abstracts International written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Dissertations, Academic categories.

Exploiting The Link Structure In Mining Network Data

Exploiting The Link Structure In Mining Network Data written by Jerry Scripps and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Data mining categories.

Journal Of Machine Learning Research

Journal Of Machine Learning Research written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Machine learning categories.

An international forum covering all areas of machine learning.

Ijcai

Ijcai written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Artificial intelligence categories.