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

• Corporate Author: SpringerLink (Online service)
• Other Authors: Theeramunkong, Thanaruk (Editor), Nattee, Cholwich (Editor), Adeodato, Paulo J. L. (Editor), Chawla, Nitesh (Editor), Christen, Peter (Editor), Lenca, Philippe (Editor), Poon, Josiah (Editor), Williams, Graham (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Series: Lecture Notes in Computer Science, 5669
• Subjects: Computer science.; Database management.; Data mining.; Information storage and retrieval.; Artificial intelligence.; Pattern recognition.; Computer Science.; Artificial Intelligence (incl. Robotics).; Database Management.; Information Storage and Retrieval.; Information Systems Applications (incl. Internet).; Data Mining and Knowledge Discovery.; Pattern Recognition.

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.