New Frontiers in Applied Data Mining: PAKDD 2009 International Workshops, Bangkok, Thailand, April 27-30, 2010. Revised Selected Papers

by Thanaruk Theeramunkong (Editor), Cholwich Nattee (Editor), Paulo J. L. Adeodato (Editor), Nitesh Chawla (Editor), Peter Christen (Editor)

Overview

This book constitutes the proceedings of the PAKDD 2009 International Workshops on New Frontiers in Applied Data Mining, held in Bangkok, Thailand in April 2010.

Product Details

ISBN-13:	9783642146398
Publisher:	Springer Berlin Heidelberg
Publication date:	12/23/2010
Series:	Lecture Notes in Computer Science , #5669
Edition description:	2010
Pages:	169
Product dimensions:	6.10(w) x 9.30(h) x 0.40(d)

Table of Contents

The iZi Project: Easy Prototyping of Interesting Pattern Mining Algorithms.- CODE: A Data Complexity Framework for Imbalanced Datasets.- An Empirical Study of Applying Ensembles of Heterogeneous Classifiers on Imperfect Data.- Undersampling Approach for Imbalanced Training Sets and Induction from Multi-label Text-Categorization Domains.- Adaptive Methods for Classification in Arbitrarily Imbalanced and Drifting Data Streams.- Two Measures of Objective Novelty in Association Rule Mining.- PAKDD Data Mining Competition 2009: New Ways of Using Known Methods.- Feature Selection for Brain-Computer Interfaces.- Mining Protein Interactions from Text Using Convolution Kernels.- Missing Phrase Recovering by Combining Forward and Backward Phrase Translation Tables.- Automatic Extraction of Thai-English Term Translations and Synonyms from Medical Web using Iterative Candidate Generation with Association Measures.- Accurate Subsequence Matching on Data Stream under Time Warping Distance.