出版社:北京燕山出版社
出版日期:2005-8
ISBN:9783540260769
作者:Cheung, David 编
页数:864页
书籍目录
Keynote Speech and Invited Talks Machine Learning for Analyzing Human Brain Function Subgroup Discovery Techniques and Applications IT Development in the 21 st Century and Its ImplicationsTheoretic Foundations Data Mining of Gene Expression Microarray via Weighted Prefix Trees Automatic Extraction of Low Frequency Bilingual Word Paris from Parallel Corpora with Various Languages A Kennel Function Method in Clustering Performance Measurements for Privacy Preserving Data Mining Extraction of Frequent Few-Overlapped Monotone DNF Formulas with Depth-First Pruning Association Rules Rule Extraction from Trained Support Vector Machines Pruning Derivative Partial Rules During Impact Rule Discovery IGB: A New Informative Generic Base of Association Rules A Divide and Conquer Approach for Deriving Partially Ordered Sub-structures Finding Sporadic Rules Using Apriori-Inverse Automatic View Selection: An Application to Image Mining Pushing Tougher Constraints in Frequent Pattern Mining An Efficient Compression Technique for Frequent Itemset Generation in Association Rule Mining Mining Time-Profiled Associations: An Extended Abstact Online Algorithms for Mining Inter-stream Associations from Large Sensor Neworks Mining Frequent Ordered PatternsBiomedical Domains Conditional Random Fields for Transmembrane Helix Prediction Bret Church A DNA Index Structure Using Frequency and Position Information of Genetic Alphabet Woo-Cheol Kim, Sanghyun Park, Jung-Im Won, Sang-Wook Kim, An Automatic Unsupervised Querying Algorithm for Efficient Information Extraction in Biomedical Domain Voting Fuzzy k-NN to Predict Protein Subcellular Localization fromNormalized Amino Acid Pair Compositions Comparison of Tree Based Methods on Mammography Data Richard De Veaux, Thu Hoamg ……Classification and RankingChssteringHigh Dimensiornal DataIntegration of Davt WarebousingKnowledge ManagementTmachint Learning MethodsNovel AlgorithonsSpatial DatasText and Web Data MiningAuthor Index
作者简介
This book constitutes the refereed proceedings of the 9th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2005, held in Hanoi, Vietnam, in May 2005. The 48 revised full papers and 49 revised short papers presented together with abstracts or extended abstracts of 3 invited talks were carefully reviewed and selected from 327 submissions. The papers are organized in topical sections on theoretical foundations, association rules, biomedical domains, classification and ranking, clustering, dynamic data mining, graphical model discovery, high dimensional data, integration of data warehousing, knowledge management, machine learning, novel algorithms, spatial data, temporal data, and text and Web data mining.
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