12. PAKDD 2008:
Osaka,
Japan
Takashi Washio, Einoshin Suzuki, Kai Ming Ting, Akihiro Inokuchi (Eds.):
Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia Conference, PAKDD 2008, Osaka, Japan, May 20-23, 2008 Proceedings.
Lecture Notes in Computer Science 5012 Springer 2008, ISBN 978-3-540-68124-3 BibTeX
Keynote Speech
Invited Speeches
Long Papers
- Ira Assent, Ralph Krieger, Petra Welter, Jörg Herbers, Thomas Seidl:
SubClass: Classification of Multidimensional Noisy Data Using Subspace Clusters.
40-52
Electronic Edition (link) BibTeX
- Ying-Ju Chen, Yi-Hong Chu, Ming-Syan Chen:
Mining Quality-Aware Subspace Clusters.
53-63
Electronic Edition (link) BibTeX
- Chun Kit Chui, Ben Kao:
A Decremental Approach for Mining Frequent Itemsets from Uncertain Data.
64-75
Electronic Edition (link) BibTeX
- Van B. Dang, Akiko N. Aizawa:
Multi-class Named Entity Recognition Via Bootstrapping with Dependency Tree-Based Patterns.
76-87
Electronic Edition (link) BibTeX
- Wei Ding, Rachsuda Jiamthapthaksin, Rachana Parmar, Dan Jiang, Tomasz F. Stepinski, Christoph F. Eick:
Towards Region Discovery in Spatial Datasets.
88-99
Electronic Edition (link) BibTeX
- Waiyawuth Euachongprasit, Chotirat Ann Ratanamahatana:
Accurate and Efficient Retrieval of Multimedia Time Series Data Under Uniform Scaling and Time Warping.
100-111
Electronic Edition (link) BibTeX
- Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut:
Feature Construction Based on Closedness Properties Is Not That Simple.
112-123
Electronic Edition (link) BibTeX
- Ling Guo, Songtao Guo, Xintao Wu:
On Addressing Accuracy Concerns in Privacy Preserving Association Rule Mining.
124-135
Electronic Edition (link) BibTeX
- Shuguo Han, Wee Keong Ng:
Privacy-Preserving Linear Fisher Discriminant Analysis.
136-147
Electronic Edition (link) BibTeX
- Shohei Hido, Tsuyoshi Idé, Hisashi Kashima, Harunobu Kubo, Hirofumi Matsuzawa:
Unsupervised Change Analysis Using Supervised Learning.
148-159
Electronic Edition (link) BibTeX
- Tianming Hu, Hui Xiong, Xueqing Gong, Sam Yuan Sung:
ANEMI: An Adaptive Neighborhood Expectation-Maximization Algorithm with Spatial Augmented Initialization.
160-171
Electronic Edition (link) BibTeX
- Szymon Jaroszewicz:
Minimum Variance Associations - Discovering Relationships in Numerical Data.
172-183
Electronic Edition (link) BibTeX
- Tetsuji Kuboyama, Kouichi Hirata, Kiyoko F. Aoki-Kinoshita:
An Efficient Unordered Tree Kernel and Its Application to Glycan Classification.
184-195
Electronic Edition (link) BibTeX
- Sylvain Létourneau, Stan Matwin, A. Fazel Famili:
Generation of Globally Relevant Continuous Features for Classification.
196-208
Electronic Edition (link) BibTeX
- Ming Li, Zhongfei (Mark) Zhang, Zhi-Hua Zhou:
Mining Bulletin Board Systems Using Community Generation.
209-221
Electronic Edition (link) BibTeX
- Qiuge Liu, Qing He, Zhongzhi Shi:
Extreme Support Vector Machine Classifier.
222-233
Electronic Edition (link) BibTeX
- Shin-ichi Minato, Takeaki Uno, Hiroki Arimura:
LCM over ZBDDs: Fast Generation of Very Large-Scale Frequent Itemsets Using a Compact Graph-Based Representation.
234-246
Electronic Edition (link) BibTeX
- Minh Quoc Nguyen, Leo Mark, Edward Omiecinski:
Unusual Pattern Detection in High Dimensions.
247-259
Electronic Edition (link) BibTeX
- Shingo Ono, Issei Sato, Minoru Yoshida, Hiroshi Nakagawa:
Person Name Disambiguation in Web Pages Using Social Network, Compound Words and Latent Topics.
260-271
Electronic Edition (link) BibTeX
- Tomonobu Ozaki, Takenao Ohkawa:
Mining Correlated Subgraphs in Graph Databases.
272-283
Electronic Edition (link) BibTeX
- Aleksandar Peckov, Saso Dzeroski, Ljupco Todorovski:
A Minimal Description Length Scheme for Polynomial Regression.
284-295
Electronic Edition (link) BibTeX
- Bernhard Pfahringer, Geoffrey Holmes, Richard Kirkby:
Handling Numeric Attributes in Hoeffding Trees.
296-307
Electronic Edition (link) BibTeX
- Steffen Rendle, Lars Schmidt-Thieme:
Scaling Record Linkage to Non-uniform Distributed Class Sizes.
308-319
Electronic Edition (link) BibTeX
- Jun Sakuma, Shigenobu Kobayashi:
Large-Scale k-Means Clustering with User-Centric Privacy Preservation.
320-332
Electronic Edition (link) BibTeX
- Masashi Sugiyama, Tsuyoshi Idé, Shinichi Nakajima, Jun Sese:
Semi-Supervised Local Fisher Discriminant Analysis for Dimensionality Reduction.
333-344
Electronic Edition (link) BibTeX
- Takeaki Uno:
An Efficient Algorithm for Finding Similar Short Substrings from Large Scale String Data.
345-356
Electronic Edition (link) BibTeX
- Takeaki Uno, Hiroki Arimura:
Ambiguous Frequent Itemset Mining and Polynomial Delay Enumeration.
357-368
Electronic Edition (link) BibTeX
- Liang Wang, Xiaozhe Wang, Christopher Leckie, Kotagiri Ramamohanarao:
Characteristic-Based Descriptors for Motion Sequence Recognition.
369-380
Electronic Edition (link) BibTeX
- Wai Kit Wong, David W. Cheung, Edward Hung, Huan Liu:
Protecting Privacy in Incremental Maintenance for Distributed Association Rule Mining.
381-392
Electronic Edition (link) BibTeX
- Kaifeng Xu, Rui Li, Shenghua Bao, Dingyi Han, Yong Yu:
SEM: Mining Spatial Events from the Web.
393-404
Electronic Edition (link) BibTeX
- Bishan Yang, Tengjiao Wang, Dongqing Yang, Lei Chang:
BOAI: Fast Alternating Decision Tree Induction Based on Bottom-Up Evaluation.
405-416
Electronic Edition (link) BibTeX
- Shuang-Hong Yang, Bao-Gang Hu:
Feature Selection by Nonparametric Bayes Error Minimization.
417-428
Electronic Edition (link) BibTeX
- Yang Yu, Zhi-Hua Zhou:
A Framework for Modeling Positive Class Expansion with Single Snapshot.
429-440
Electronic Edition (link) BibTeX
- Yifeng Zeng, Jorge Cordero Hernandez:
A Decomposition Algorithm for Learning Bayesian Network Structures from Data.
441-453
Electronic Edition (link) BibTeX
- Bernard Zenko, Saso Dzeroski:
Learning Classification Rules for Multiple Target Attributes.
454-465
Electronic Edition (link) BibTeX
- Jing Zhang, Jie Tang, Liu Liu, Juan-Zi Li:
A Mixture Model for Expert Finding.
466-478
Electronic Edition (link) BibTeX
- Ye Zhu, Yongjian Fu, Huirong Fu:
On Privacy in Time Series Data Mining.
479-493
Electronic Edition (link) BibTeX
Regular Papers
- Grant Anderson, Bernhard Pfahringer:
Exploiting Propositionalization Based on Random Relational Rules for Semi-supervised Learning.
494-502
Electronic Edition (link) BibTeX
- Nizar Bouguila, Walid ElGuebaly:
On Discrete Data Clustering.
503-510
Electronic Edition (link) BibTeX
- Peter Christen:
Automatic Training Example Selection for Scalable Unsupervised Record Linkage.
511-518
Electronic Edition (link) BibTeX
- David A. Cieslak, Nitesh V. Chawla:
Analyzing PETs on Imbalanced Datasets When Training and Testing Class Distributions Differ.
519-526
Electronic Edition (link) BibTeX
- Nicolas Delannay, Cédric Archambeau, Michel Verleysen:
Improving the Robustness to Outliers of Mixtures of Probabilistic PCAs.
527-535
Electronic Edition (link) BibTeX
- Denny, Graham J. Williams, Peter Christen:
Exploratory Hot Spot Profile Analysis Using Interactive Visual Drill-Down Self-Organizing Maps.
536-543
Electronic Edition (link) BibTeX
- Tapio Elomaa, Petri Lehtinen:
Maintaining Optimal Multi-way Splits for Numerical Attributes in Data Streams.
544-553
Electronic Edition (link) BibTeX
- Alva Erwin, Raj P. Gopalan, N. R. Achuthan:
Efficient Mining of High Utility Itemsets from Large Datasets.
554-561
Electronic Edition (link) BibTeX
- Shunkai Fu, Michel Desmarais:
Tradeoff Analysis of Different Markov Blanket Local Learning Approaches.
562-571
Electronic Edition (link) BibTeX
- M. Maruf Hossain, Md. Rafiul Hassan, Michael Kirley:
Forecasting Urban Air Pollution Using HMM-Fuzzy Model.
572-581
Electronic Edition (link) BibTeX
- Nobuhiro Inuzuka, Jun-ichi Motoyama, Shinpei Urazawa, Tomofumi Nakano:
Relational Pattern Mining Based on Equivalent Classes of Properties Extracted from Samples.
582-591
Electronic Edition (link) BibTeX
- Ulf Johansson, Tuve Löfström, Lars Niklasson:
Evaluating Standard Techniques for Implicit Diversity.
592-599
Electronic Edition (link) BibTeX
- Takashi Katoh, Kouichi Hirata:
A Simple Characterization on Serially Constructible Episodes.
600-607
Electronic Edition (link) BibTeX
- Dongil Kim, Sungzoon Cho:
Bootstrap Based Pattern Selection for Support Vector Regression.
608-615
Electronic Edition (link) BibTeX
- Mei Kobayashi, Raylene Yung:
Tracking Topic Evolution in On-Line Postings: 2006 IBM Innovation Jam Data.
616-625
Electronic Edition (link) BibTeX
- Kuo-Chen Lee, Jason Chang, Ming-Syan Chen:
PAID: Packet Analysis for Anomaly Intrusion Detection.
626-633
Electronic Edition (link) BibTeX
- Philippe Lenca, Stéphane Lallich, Thanh-Nghi Do, Nguyen-Khang Pham:
A Comparison of Different Off-Centered Entropies to Deal with Class Imbalance for Decision Trees.
634-643
Electronic Edition (link) BibTeX
- Carson Kai-Sang Leung, Pourang Irani, Christopher L. Carmichael:
FIsViz: A Frequent Itemset Visualizer.
644-652
Electronic Edition (link) BibTeX
- Carson Kai-Sang Leung, Mark Anthony F. Mateo, Dale A. Brajczuk:
A Tree-Based Approach for Frequent Pattern Mining from Uncertain Data.
653-661
Electronic Edition (link) BibTeX
- Sebastian Lühr, Mihai Lazarescu:
Connectivity Based Stream Clustering Using Localised Density Exemplars.
662-672
Electronic Edition (link) BibTeX
- Rajan M. Lukose, Jiye Li, Jing Zhou, Satyanarayana Raju Penmetsa:
Learning User Purchase Intent from User-Centric Data.
673-680
Electronic Edition (link) BibTeX
- Laurence A. F. Park, Kotagiri Ramamohanarao:
Query Expansion for the Language Modelling Framework Using the Naïve Bayes Assumption.
681-688
Electronic Edition (link) BibTeX
- Jan Peter Patist:
Fast Online Estimation of the Joint Probability Distribution.
689-696
Electronic Edition (link) BibTeX
- Selene Hernández-Rodríguez, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
Fast k Most Similar Neighbor Classifier for Mixed Data Based on Approximating and Eliminating.
697-704
Electronic Edition (link) BibTeX
- Hitohiro Shiozaki, Koji Eguchi, Takenao Ohkawa:
Entity Network Prediction Using Multitype Topic Models.
705-714
Electronic Edition (link) BibTeX
- Eu-Gene Siew, Leonid Churilov, Kate Smith-Miles, Joachim P. Sturmberg:
Using Supervised and Unsupervised Techniques to Determine Groups of Patients with Different Doctor-Patient Stability.
715-722
Electronic Edition (link) BibTeX
- Pawel Terlecki, Krzysztof Walczak:
Local Projection in Jumping Emerging Patterns Discovery in Transaction Databases.
723-730
Electronic Edition (link) BibTeX
- Thanaruk Theeramunkong, Kritsada Sriphaew, Manabu Okumura:
Applying Latent Semantic Indexing in Frequent Itemset Mining for Document Relation Discovery.
731-738
Electronic Edition (link) BibTeX
- Cheng-Fa Tsai, Chia-Chen Yen:
G-TREACLE: A New Grid-Based and Tree-Alike Pattern Clustering Technique for Large Databases.
739-748
Electronic Edition (link) BibTeX
- Chieh-Yuan Tsai, Chuang-Cheng Chiu:
A Clustering-Oriented Star Coordinate Translation Method for Reliable Clustering Parameterization.
749-758
Electronic Edition (link) BibTeX
- Vincent S. Tseng, Lien-Chin Chen, Ching-Pin Kao:
Constrained Clustering for Gene Expression Data Mining.
759-766
Electronic Edition (link) BibTeX
- Kitsana Waiyamai, Peera Liewlom, Thanapat Kangkachit, Thanawin Rakthanmanon:
Concept Lattice-Based Mutation Control for Reactive Motifs Discovery.
767-776
Electronic Edition (link) BibTeX
- Hao Wang, Xing Zhang, Guoqing Chen:
Mining a Complete Set of Both Positive and Negative Association Rules from Large Databases.
777-784
Electronic Edition (link) BibTeX
- Jui-Tsung Wong, Kuei-Hsien Chen, Chwen-Tzeng Su:
Designing a System for a Process Parameter Determined through Modified PSO and Fuzzy Neural Network.
785-794
Electronic Edition (link) BibTeX
- Xiaochen Wu, Peng Wang, Wei Wang, Baile Shi:
Data-Aware Clustering Hierarchy for Wireless Sensor Networks.
795-802
Electronic Edition (link) BibTeX
- Tian Xia, Jintao Li, Yongdong Zhang, Sheng Tang:
A More Topologically Stable Locally Linear Embedding Algorithm Based on R*-Tree.
803-812
Electronic Edition (link) BibTeX
- Shuang-Hong Yang, Yujiu Yang, Bao-Gang Hu:
Sparse Kernel-Based Feature Weighting.
813-820
Electronic Edition (link) BibTeX
- Kuo Zhang, Juan-Zi Li, Gang Wu, Kehong Wang:
Term Committee Based Event Identification within News Topics.
821-829
Electronic Edition (link) BibTeX
- Huicheng Zheng, Wei Shen, Qionghai Dai, Sanqing Hu:
Locally Linear Online Mapping for Mining Low-Dimensional Data Manifolds.
830-838
Electronic Edition (link) BibTeX
- Yu Zong, Xian-Chao Zhang, He Jiang, MingChu Li:
A Creditable Subspace Labeling Method Based on D-S Evidence Theory.
839-848
Electronic Edition (link) BibTeX
Short Papers
- Alexandre Blansché, Shuichi Iwata:
Discovering New Orders of the Chemical Elements through Genetic Algorithms.
849-857
Electronic Edition (link) BibTeX
- Björn Bringmann, Siegfried Nijssen:
What Is Frequent in a Single Graph?.
858-863
Electronic Edition (link) BibTeX
- Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng:
A Cluster-Based Genetic-Fuzzy Mining Approach for Items with Multiple Minimum Supports.
864-869
Electronic Edition (link) BibTeX
- Jingnian Chen, Houkuan Huang, Fengzhan Tian, Shengfeng Tian:
A Selective Classifier for Incomplete Data.
870-876
Electronic Edition (link) BibTeX
- Caichun Gong, Yulan Huang, Xueqi Cheng, Shuo Bai:
Detecting Near-Duplicates in Large-Scale Short Text Databases.
877-883
Electronic Edition (link) BibTeX
- Rupesh K. Gopal, Saroj K. Meher:
Customer Churn Time Prediction in Mobile Telecommunication Industry Using Ordinal Regression.
884-889
Electronic Edition (link) BibTeX
- Nan-Chen Hsieh:
Rule Extraction with Rough-Fuzzy Hybridization Method.
890-895
Electronic Edition (link) BibTeX
- Kuo-Wei Hsu, Arindam Banerjee, Jaideep Srivastava:
I/O Scalable Bregman Co-clustering.
896-903
Electronic Edition (link) BibTeX
- Lukasz Kobylinski, Krzysztof Walczak:
Jumping Emerging Patterns with Occurrence Count in Image Classification.
904-909
Electronic Edition (link) BibTeX
- Yun Sing Koh:
Mining Non-coincidental Rules without a User Defined Support Threshold.
910-915
Electronic Edition (link) BibTeX
- Yun Sing Koh, Russel Pears:
Transaction Clustering Using a Seeds Based Approach.
916-922
Electronic Edition (link) BibTeX
- Lin Li, Zhenglu Yang, Masaru Kitsuregawa:
Using Ontology-Based User Preferences to Aggregate Rank Lists in Web Search.
923-931
Electronic Edition (link) BibTeX
- Xiaowei Lin, Zehong Yang, Yixu Song:
The Application of Echo State Network in Stock Data Mining.
932-937
Electronic Edition (link) BibTeX
- Jicheng Liu, Chunyan Liang:
Text Categorization of Multilingual Web Pages in Specific Domain.
938-944
Electronic Edition (link) BibTeX
- Chia-Hao Lo, Wen-Chih Peng:
Efficient Joint Clustering Algorithms in Optimization and Geography Domains.
945-950
Electronic Edition (link) BibTeX
- Jun Long, Jianping Yin, En Zhu, Wentao Zhao:
Active Learning with Misclassification Sampling Using Diverse Ensembles Enhanced by Unlabeled Instances.
951-957
Electronic Edition (link) BibTeX
- Sanparith Marukatat:
A New Model for Image Annotation.
958-963
Electronic Edition (link) BibTeX
- Tomonari Masada, Senya Kiyasu, Sueharu Miyahara:
Unmixed Spectrum Clustering for Template Composition in Lung Sound Classification.
964-969
Electronic Edition (link) BibTeX
- Jiangtao Ren, Zhengyuan Qiu, Wei Fan, Hong Cheng, Philip S. Yu:
Forward Semi-supervised Feature Selection.
970-976
Electronic Edition (link) BibTeX
- Hiroki Sakaji, Hiroyuki Sakai, Shigeru Masuyama:
Automatic Extraction of Basis Expressions That Indicate Economic Trends.
977-984
Electronic Edition (link) BibTeX
- Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed:
A New Framework for Taxonomy Discovery from Text.
985-991
Electronic Edition (link) BibTeX
- Zhiyong Shen, Jun Sun, Yi-Dong Shen, Ming Li:
R-Map: Mapping Categorical Data for Clustering and Visualization Based on Reference Sets.
992-998
Electronic Edition (link) BibTeX
- Meng-Jung Shih, Duen-Ren Liu, Ming-Li Hsu:
Mining Changes in Patent Trends for Competitive Intelligence.
999-1005
Electronic Edition (link) BibTeX
- Kazutaka Shimada, Tsutomu Endo:
Seeing Several Stars: A Rating Inference Task for a Document Containing Several Evaluation Criteria.
1006-1014
Electronic Edition (link) BibTeX
- Lisa Singh, Mitchell Beard, Brian Gopalan, Gregory Nelson:
Structure-Based Hierarchical Transformations for Interactive Visual Exploration of Social Networks.
1015-1021
Electronic Edition (link) BibTeX
- Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong, Young-Koo Lee:
CP-Tree: A Tree Structure for Single-Pass Frequent Pattern Mining.
1022-1027
Electronic Edition (link) BibTeX
- Mika Timonen, Antti Pesonen:
Combining Context and Existing Knowledge When Recognizing Biological Entities - Early Results.
1028-1034
Electronic Edition (link) BibTeX
- Vincent S. Tseng, Ja-Hwung Su, Jhih-Hong Huang, Chih-Jen Chen:
Semantic Video Annotation by Mining Association Patterns from Visual and Speech Features.
1035-1041
Electronic Edition (link) BibTeX
- You Wan, Fuling Bian:
Cell-Based Outlier Detection Algorithm: A Fast Outlier Detection Algorithm for Large Datasets.
1042-1048
Electronic Edition (link) BibTeX
- Yujiu Yang, Shuang-Hong Yang, Bao-Gang Hu:
Fighting WebSpam: Detecting Spam on the Graph Via Content and Link Features.
1049-1055
Electronic Edition (link) BibTeX
- Jin Soung Yoo, Joengmin Hwang:
A Framework for Discovering Spatio-temporal Cohesive Networks.
1056-1061
Electronic Edition (link) BibTeX
- Zhiping Zeng, Jianyong Wang, Lizhu Zhou:
Efficient Mining of Minimal Distinguishing Subgraph Patterns from Graph Databases.
1062-1068
Electronic Edition (link) BibTeX
- Huaifeng Zhang, Yanchang Zhao, Longbing Cao, Chengqi Zhang:
Combined Association Rule Mining.
1069-1074
Electronic Edition (link) BibTeX
- Hao Zheng, Xian Wu, Yong Yu:
Enriching WordNet with Folksonomies.
1075-1080
Electronic Edition (link) BibTeX
- XiYue Zhou, DeFu Zhang, Yi Jiang:
A New Credit Scoring Method Based on Rough Sets and Decision Tree.
1081-1089
Electronic Edition (link) BibTeX
- Weizhong Zhu, Chaomei Chen, Robert B. Allen:
Analyzing the Propagation of Influence and Concept Evolution in Enterprise Social Networks through Centrality and Latent Semantic Analysis.
1090-1098
Electronic Edition (link) BibTeX
Copyright © Sat May 16 23:32:25 2009
by Michael Ley (ley@uni-trier.de)
