Advanced Data Mining and Applications 8th International Conference, ADMA 2012, Nanjing, China, December 15-18, 2012, Proceedings (Lecture Notes in ... / Lecture Notes in Artificial Intelligence) by ShuigengZhou, SongmaoZhang, George Karypis Paperback, 816 Pages, Published 2012 by Springer ISBN-13: 978-3-642-35526-4, ISBN: 3-642-35526-9
"This book constitutes the refereed proceedings of the 8th International Conference on Advanced Data Mining and Applications, ADMA 2012, held in Nanjing, China, in December 2012. The 32 regular papers and 32 short papers presented in this volume were carefully reviewed and selected from 168 submissions. They are organized in topical sections named: social media mining; clustering; machine learning: algorithms and applications; classifica ..."
Lecture Notes in Computer Science Advanced Data Mining and Applications : 8th International Conference, ADMA 2012, Nanjing, China, December 15-18, 2012, Proceedings 7713 by ShuigengZhou, SongmaoZhang, George Karypis 795 Pages, Published 2012 by Springer Science & Business Media ISBN-13: 978-3-642-35527-1, ISBN: 3-642-35527-7
"Therefore, in each learning iteration of feedback, the confidence of unlabeled
data point xu can be evaluated using a criterion as: Exu = ∑ ( (yi−M(xi))2− (yi−M(
xi))2 ) (18) xi∈XL here, M is the original semi-supervised regressor trained by the
labeled dataset (X L ,yL) and unlabeled dataset XU, while M is the one re-trained
by the new labeled dataset {(XL,yL) ∪ (xu,ˆyu} and unlabeled dataset {XU − xu}.
Here xu is an unlabeled data ..."
Knowledge Science, Engineering and Management(1st Edition) 8th International Conference, KSEM 2015, Chongqing, China, October 28-30, 2015, Proceedings (Lecture Notes in Computer Science) by SongmaoZhang, Martin Wirsing, Zili Zhang Paperback, 817 Pages, Published 2015 by Springer ISBN-13: 978-3-319-25158-5, ISBN: 3-319-25158-9
"This book constitutes the refereed proceedings of the 8th International Conference on Knowledge Science, Engineering and Management, KSEM 2015, held in Chongqing, China, in October 2015. The 57 revised full papers presented together with 22 short papers and 5 keynotes were carefully selected and reviewed from 247 submissions. The papers are organized in topical sections on formal reasoning and ontologies; knowledge management and concep ..."
Social Media Retrieval and Mining ADMA 2012 Workshops, SNAM 2012 and SMR 2012, Nanjing, China, December 15-18, 2012. Revised Selected Papers (Communications in Computer and Information Science) by ShuigengZhou , Zhiang Wu Paperback, 167 Pages, Published 2013 by Springer ISBN-13: 978-3-642-41628-6, ISBN: 3-642-41628-4