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ORCID12. PAKDD 2008: Osaka, Japan
- Takashi Washio, Einoshin Suzuki, Kai Ming Ting, Akihiro Inokuchi:
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
Keynote Speech
- Christos Faloutsos
:
Graph Mining: Laws, Generators and Tools. 1
Invited Speeches
- Hiroki Arimura:
Efficient Algorithms for Mining Frequent and Closed Patterns from Semi-structured Data. 2-13 - Michael R. Berthold, Fabian Dill, Tobias Kötter, Kilian Thiel:
Supporting Creativity: Towards Associative Discovery of New Insights. 14-25 - Robert C. Holte, Chris Drummond:
Cost-Sensitive Classifier Evaluation Using Cost Curves. 26-29 - Genshiro Kitagawa:
Prospective Scientific Methodology in Knowledge Society. 30-39
Long Papers
- Ira Assent, Ralph Krieger, Petra Welter, Jörg Herbers, Thomas Seidl:
SubClass: Classification of Multidimensional Noisy Data Using Subspace Clusters. 40-52 - Ying-Ju Chen, Yi-Hong Chu, Ming-Syan Chen:
Mining Quality-Aware Subspace Clusters. 53-63 - Chun Kit Chui, Ben Kao:
A Decremental Approach for Mining Frequent Itemsets from Uncertain Data. 64-75 - Van B. Dang, Akiko N. Aizawa:
Multi-class Named Entity Recognition Via Bootstrapping with Dependency Tree-Based Patterns. 76-87 - Wei Ding, Rachsuda Jiamthapthaksin, Rachana Parmar, Dan Jiang, Tomasz F. Stepinski, Christoph F. Eick:
Towards Region Discovery in Spatial Datasets. 88-99 - Waiyawuth Euachongprasit, Chotirat Ann Ratanamahatana:
Accurate and Efficient Retrieval of Multimedia Time Series Data Under Uniform Scaling and Time Warping. 100-111 - Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut:
Feature Construction Based on Closedness Properties Is Not That Simple. 112-123 - Ling Guo, Songtao Guo, Xintao Wu:
On Addressing Accuracy Concerns in Privacy Preserving Association Rule Mining. 124-135 - Shuguo Han, Wee Keong Ng:
Privacy-Preserving Linear Fisher Discriminant Analysis. 136-147 - Shohei Hido, Tsuyoshi Idé, Hisashi Kashima, Harunobu Kubo, Hirofumi Matsuzawa:
Unsupervised Change Analysis Using Supervised Learning. 148-159 - Tianming Hu, Hui Xiong, Xueqing Gong, Sam Yuan Sung:
ANEMI: An Adaptive Neighborhood Expectation-Maximization Algorithm with Spatial Augmented Initialization. 160-171 - Szymon Jaroszewicz:
Minimum Variance Associations - Discovering Relationships in Numerical Data. 172-183 - Tetsuji Kuboyama, Kouichi Hirata, Kiyoko F. Aoki-Kinoshita:
An Efficient Unordered Tree Kernel and Its Application to Glycan Classification. 184-195 - Sylvain Létourneau, Stan Matwin, A. Fazel Famili:
Generation of Globally Relevant Continuous Features for Classification. 196-208 - Ming Li, Zhongfei (Mark) Zhang, Zhi-Hua Zhou:
Mining Bulletin Board Systems Using Community Generation. 209-221 - Qiuge Liu, Qing He, Zhongzhi Shi:
Extreme Support Vector Machine Classifier. 222-233 - 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 - Minh Quoc Nguyen, Leo Mark, Edward Omiecinski:
Unusual Pattern Detection in High Dimensions. 247-259 - Shingo Ono, Issei Sato, Minoru Yoshida, Hiroshi Nakagawa:
Person Name Disambiguation in Web Pages Using Social Network, Compound Words and Latent Topics. 260-271 - Tomonobu Ozaki, Takenao Ohkawa:
Mining Correlated Subgraphs in Graph Databases. 272-283 - Aleksandar Peckov, Saso Dzeroski, Ljupco Todorovski:
A Minimal Description Length Scheme for Polynomial Regression. 284-295 - Bernhard Pfahringer, Geoffrey Holmes, Richard Kirkby:
Handling Numeric Attributes in Hoeffding Trees. 296-307 - Steffen Rendle, Lars Schmidt-Thieme:
Scaling Record Linkage to Non-uniform Distributed Class Sizes. 308-319 - Jun Sakuma, Shigenobu Kobayashi:
Large-Scale k-Means Clustering with User-Centric Privacy Preservation. 320-332 - Masashi Sugiyama, Tsuyoshi Idé, Shinichi Nakajima, Jun Sese:
Semi-Supervised Local Fisher Discriminant Analysis for Dimensionality Reduction. 333-344 - Takeaki Uno:
An Efficient Algorithm for Finding Similar Short Substrings from Large Scale String Data. 345-356 - Takeaki Uno, Hiroki Arimura:
Ambiguous Frequent Itemset Mining and Polynomial Delay Enumeration. 357-368 - Liang Wang, Xiaozhe Wang, Christopher Leckie, Kotagiri Ramamohanarao:
Characteristic-Based Descriptors for Motion Sequence Recognition. 369-380 - Wai Kit Wong, David W. Cheung, Edward Hung, Huan Liu:
Protecting Privacy in Incremental Maintenance for Distributed Association Rule Mining. 381-392 - Kaifeng Xu, Rui Li, Shenghua Bao, Dingyi Han, Yong Yu:
SEM: Mining Spatial Events from the Web. 393-404 - Bishan Yang, Tengjiao Wang, Dongqing Yang, Lei Chang:
BOAI: Fast Alternating Decision Tree Induction Based on Bottom-Up Evaluation. 405-416 - Shuang-Hong Yang, Bao-Gang Hu:
Feature Selection by Nonparametric Bayes Error Minimization. 417-428 - Yang Yu, Zhi-Hua Zhou:
A Framework for Modeling Positive Class Expansion with Single Snapshot. 429-440 - Yifeng Zeng, Jorge Cordero Hernandez:
A Decomposition Algorithm for Learning Bayesian Network Structures from Data. 441-453 - Bernard Zenko, Saso Dzeroski:
Learning Classification Rules for Multiple Target Attributes. 454-465 - Jing Zhang, Jie Tang, Liu Liu, Juan-Zi Li:
A Mixture Model for Expert Finding. 466-478 - Ye Zhu, Yongjian Fu, Huirong Fu:
On Privacy in Time Series Data Mining. 479-493
Regular Papers
- Grant Anderson, Bernhard Pfahringer:
Exploiting Propositionalization Based on Random Relational Rules for Semi-supervised Learning. 494-502 - Nizar Bouguila, Walid ElGuebaly:
On Discrete Data Clustering. 503-510 - Peter Christen:
Automatic Training Example Selection for Scalable Unsupervised Record Linkage. 511-518 - David A. Cieslak, Nitesh V. Chawla:
Analyzing PETs on Imbalanced Datasets When Training and Testing Class Distributions Differ. 519-526 - Nicolas Delannay, Cédric Archambeau, Michel Verleysen:
Improving the Robustness to Outliers of Mixtures of Probabilistic PCAs. 527-535 - Denny, Graham J. Williams, Peter Christen:
Exploratory Hot Spot Profile Analysis Using Interactive Visual Drill-Down Self-Organizing Maps. 536-543 - Tapio Elomaa, Petri Lehtinen:
Maintaining Optimal Multi-way Splits for Numerical Attributes in Data Streams. 544-553 - Alva Erwin, Raj P. Gopalan, N. R. Achuthan:
Efficient Mining of High Utility Itemsets from Large Datasets. 554-561 - Shunkai Fu, Michel C. Desmarais:
Tradeoff Analysis of Different Markov Blanket Local Learning Approaches. 562-571 - M. Maruf Hossain, Md. Rafiul Hassan, Michael Kirley:
Forecasting Urban Air Pollution Using HMM-Fuzzy Model. 572-581 - Nobuhiro Inuzuka, Jun-ichi Motoyama, Shinpei Urazawa, Tomofumi Nakano:
Relational Pattern Mining Based on Equivalent Classes of Properties Extracted from Samples. 582-591 - Ulf Johansson, Tuve Löfström, Lars Niklasson:
Evaluating Standard Techniques for Implicit Diversity. 592-599 - Takashi Katoh, Kouichi Hirata:
A Simple Characterization on Serially Constructible Episodes. 600-607 - Dongil Kim, Sungzoon Cho:
Bootstrap Based Pattern Selection for Support Vector Regression. 608-615 - Mei Kobayashi, Raylene Yung:
Tracking Topic Evolution in On-Line Postings: 2006 IBM Innovation Jam Data. 616-625 - Kuo-Chen Lee, Jason Chang, Ming-Syan Chen:
PAID: Packet Analysis for Anomaly Intrusion Detection. 626-633 - 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 - Carson Kai-Sang Leung, Pourang Irani, Christopher L. Carmichael:
FIsViz: A Frequent Itemset Visualizer. 644-652 - Carson Kai-Sang Leung, Mark Anthony F. Mateo, Dale A. Brajczuk:
A Tree-Based Approach for Frequent Pattern Mining from Uncertain Data. 653-661 - Sebastian Lühr, Mihai M. Lazarescu:
Connectivity Based Stream Clustering Using Localised Density Exemplars. 662-672 - Rajan M. Lukose, Jiye Li, Jing Zhou, Satyanarayana Raju Penmetsa:
Learning User Purchase Intent from User-Centric Data. 673-680 - Laurence Anthony F. Park, Kotagiri Ramamohanarao:
Query Expansion for the Language Modelling Framework Using the Naïve Bayes Assumption. 681-688 - Jan Peter Patist:
Fast Online Estimation of the Joint Probability Distribution. 689-696 - 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 - Hitohiro Shiozaki, Koji Eguchi, Takenao Ohkawa:
Entity Network Prediction Using Multitype Topic Models. 705-714 - 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 - Pawel Terlecki, Krzysztof Walczak:
Local Projection in Jumping Emerging Patterns Discovery in Transaction Databases. 723-730 - Thanaruk Theeramunkong, Kritsada Sriphaew, Manabu Okumura:
Applying Latent Semantic Indexing in Frequent Itemset Mining for Document Relation Discovery. 731-738 - Cheng-Fa Tsai, Chia-Chen Yen:
G-TREACLE: A New Grid-Based and Tree-Alike Pattern Clustering Technique for Large Databases. 739-748 - Chieh-Yuan Tsai, Chuang-Cheng Chiu:
A Clustering-Oriented Star Coordinate Translation Method for Reliable Clustering Parameterization. 749-758 - Vincent S. Tseng, Lien-Chin Chen, Ching-Pin Kao:
Constrained Clustering for Gene Expression Data Mining. 759-766 - Kitsana Waiyamai, Peera Liewlom, Thanapat Kangkachit, Thanawin Rakthanmanon:
Concept Lattice-Based Mutation Control for Reactive Motifs Discovery. 767-776 - Hao Wang, Xing Zhang, Guoqing Chen:
Mining a Complete Set of Both Positive and Negative Association Rules from Large Databases. 777-784 - 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 - Xiaochen Wu, Peng Wang, Wei Wang, Baile Shi:
Data-Aware Clustering Hierarchy for Wireless Sensor Networks. 795-802 - Tian Xia, Jintao Li, Yongdong Zhang, Sheng Tang:
A More Topologically Stable Locally Linear Embedding Algorithm Based on R*-Tree. 803-812 - Shuang-Hong Yang, Yujiu Yang, Bao-Gang Hu:
Sparse Kernel-Based Feature Weighting. 813-820 - Kuo Zhang, Juan-Zi Li, Gang Wu, Kehong Wang:
Term Committee Based Event Identification within News Topics. 821-829 - Huicheng Zheng, Wei Shen, Qionghai Dai, Sanqing Hu:
Locally Linear Online Mapping for Mining Low-Dimensional Data Manifolds. 830-838 - Yu Zong, Xianchao Zhang, He Jiang, Mingchu Li:
A Creditable Subspace Labeling Method Based on D-S Evidence Theory. 839-848
Short Papers
- Alexandre Blansché, Shuichi Iwata:
Discovering New Orders of the Chemical Elements through Genetic Algorithms. 849-857 - Björn Bringmann, Siegfried Nijssen:
What Is Frequent in a Single Graph?. 858-863 - Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng:
A Cluster-Based Genetic-Fuzzy Mining Approach for Items with Multiple Minimum Supports. 864-869 - Jingnian Chen, Houkuan Huang, Fengzhan Tian, Shengfeng Tian:
A Selective Classifier for Incomplete Data. 870-876 - Caichun Gong, Yulan Huang, Xueqi Cheng, Shuo Bai:
Detecting Near-Duplicates in Large-Scale Short Text Databases. 877-883 - Rupesh K. Gopal, Saroj K. Meher:
Customer Churn Time Prediction in Mobile Telecommunication Industry Using Ordinal Regression. 884-889 - Nan-Chen Hsieh:
Rule Extraction with Rough-Fuzzy Hybridization Method. 890-895 - Kuo-Wei Hsu, Arindam Banerjee, Jaideep Srivastava:
I/O Scalable Bregman Co-clustering. 896-903 - Lukasz Kobylinski, Krzysztof Walczak:
Jumping Emerging Patterns with Occurrence Count in Image Classification. 904-909 - Yun Sing Koh:
Mining Non-coincidental Rules without a User Defined Support Threshold. 910-915 - Yun Sing Koh, Russel Pears:
Transaction Clustering Using a Seeds Based Approach. 916-922 - Lin Li, Zhenglu Yang, Masaru Kitsuregawa:
Using Ontology-Based User Preferences to Aggregate Rank Lists in Web Search. 923-931 - Xiaowei Lin, Zehong Yang, Yixu Song:
The Application of Echo State Network in Stock Data Mining. 932-937 - Jicheng Liu, Chunyan Liang:
Text Categorization of Multilingual Web Pages in Specific Domain. 938-944 - Chia-Hao Lo, Wen-Chih Peng:
Efficient Joint Clustering Algorithms in Optimization and Geography Domains. 945-950 - Jun Long, Jianping Yin, En Zhu, Wentao Zhao:
Active Learning with Misclassification Sampling Using Diverse Ensembles Enhanced by Unlabeled Instances. 951-957 - Sanparith Marukatat:
A New Model for Image Annotation. 958-963 - Tomonari Masada, Senya Kiyasu, Sueharu Miyahara:
Unmixed Spectrum Clustering for Template Composition in Lung Sound Classification. 964-969 - Jiangtao Ren, Zhengyuan Qiu, Wei Fan, Hong Cheng, Philip S. Yu:
Forward Semi-supervised Feature Selection. 970-976 - Hiroki Sakaji, Hiroyuki Sakai, Shigeru Masuyama:
Automatic Extraction of Basis Expressions That Indicate Economic Trends. 977-984 - Ahmad El Sayed, Hakim Hacid, Djamel A. Zighed:
A New Framework for Taxonomy Discovery from Text. 985-991 - Zhiyong Shen, Jun Sun, Yi-Dong Shen, Ming Li:
R-Map: Mapping Categorical Data for Clustering and Visualization Based on Reference Sets. 992-998 - Meng-Jung Shih, Duen-Ren Liu, Ming-Li Hsu:
Mining Changes in Patent Trends for Competitive Intelligence. 999-1005 - Kazutaka Shimada, Tsutomu Endo:
Seeing Several Stars: A Rating Inference Task for a Document Containing Several Evaluation Criteria. 1006-1014 - Lisa Singh, Mitchell Beard, Brian Gopalan, Gregory Nelson:
Structure-Based Hierarchical Transformations for Interactive Visual Exploration of Social Networks. 1015-1021 - 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 - Mika Timonen, Antti Pesonen:
Combining Context and Existing Knowledge When Recognizing Biological Entities - Early Results. 1028-1034 - 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 - You Wan, Fuling Bian:
Cell-Based Outlier Detection Algorithm: A Fast Outlier Detection Algorithm for Large Datasets. 1042-1048 - Yujiu Yang, Shuang-Hong Yang, Bao-Gang Hu:
Fighting WebSpam: Detecting Spam on the Graph Via Content and Link Features. 1049-1055 - Jin Soung Yoo, Joengmin Hwang:
A Framework for Discovering Spatio-temporal Cohesive Networks. 1056-1061 - Zhiping Zeng, Jianyong Wang, Lizhu Zhou:
Efficient Mining of Minimal Distinguishing Subgraph Patterns from Graph Databases. 1062-1068 - Huaifeng Zhang, Yanchang Zhao, Longbing Cao, Chengqi Zhang:
Combined Association Rule Mining. 1069-1074 - Hao Zheng, Xian Wu, Yong Yu:
Enriching WordNet with Folksonomies. 1075-1080 - Xiyue Zhou, Defu Zhang, Yi Jiang:
A New Credit Scoring Method Based on Rough Sets and Decision Tree. 1081-1089 - 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
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