TY - BOOK AU - Ho, Tu Bao TI - Advances in knowledge discovery and data mining: 9th Pacific-Asia Conference, PAKDD 2005, Hanoi, Vietnam, May 18-20, 2005 : proceedings SN - 9783540260769 U1 - 006.312 PY - 2005/// CY - Berlin PB - Springer KW - Database management KW - Database searching KW - Data mining N1 - Includes bibliographical references and index; Keynote Speech and Invited Talks Machine Learning for Analyzing Human Brain Function Tom Mitchell. Subgroup Discovery Techniques and Applications Nada Lavrac.. IT Development in the 21®' Century and Its Implications Unna Huh... Theoretic Foundations Data Mining of Gene Expression Microarray via Weighted Prefix Trees Tran Trang, Nguyen Cam Chi. Hoang Ngoc Minh. Automatic Extraction of Low Frequency Bilingual Word Paris from Parallel Corpora with Various Languages Hiroshi Echizen-ya, Kenji Araki, Yoshio Mornouchi. A Kennel Function Method in Clustering Ling Zhang, Tao Wu, Yanping Zhang. Performance Measurements for Privacy Preserving Data Mining Nan Zhang, Wei Zhao, Jianer Chen Extraction of Frequent Few-Overlapped Monotone DNF Formulas with Depth-First Pruning Yoshikazu Shima, Kouichi Hirata, Masateru Harao.. Association Rules Rule Extraction fi-om Trained Support Vector Machines Ying Zhang, HongYe Su, Tao Jia, Man Chu. Pruning Derivative Partial Rules During Impact Rule Discovery Shiying Huang, Geoffrey 1. Webb.. IGB: A New Informative Generic Base of Association Rules Oh. Gasmi, S. Ben Yahia, E. Mephu Nguifo, Y. Slimani. A Divide and Conquer Approach for Deriving Partially Ordered Sub-structures Sadok Ben Yahia, Yahya Slimani, Jihen Rezgui Finding Sporadic Rules Using Apriori'-Inverse Yim Sing Koh, Nathan Rountree... Automatic View Selection; An Application to Image Mining Manoranjan Dash, Deepak Kolippakkam.. Pushing Tougher Constraints in Frequent Pattern Mining Francesco Bonchi, Claudia Lucchese. . An Efficient Compression Technique for Frequent Itemset Generation in Association Rule Mining Mafruz Zaman Ashrafi, David Taniar, Kate Smith... Mining Time-Profiled Associations: An Extended Abstact Jin Soung Yoo, Pusheng Zhang, Shashi Shekhar... Online Algorithms for Mining Inter-stream Associations fi'om Large Sensor Neworks K. K. Loo, Ivy Tong, Ben Kao Mining Frequent Ordered Patterns Zhi-Hong Deng, Cong-Rui Ji, Ming Zhang, and Shi-Wei Tang.. Biomedical Domains Conditional Random Fields for Transmembrane Helix Prediction LiorLukov, Sanjay Chawla, W. 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, Jee-Hee Yoon An Automatic Unsupervised Querying Algorithm for Efficient Information Extraction in Biomedical Domain Min Song, Il-Yeol Song, Xiaohua Hu, Robert B. Allen . Voting Fuzzy k-NN to Predict Protein Subcellular Localization from Normalized Amino Acid Pair Compositions Thai Quang Tung, Doheon Lee, Dae-Won Kim, Jong-Tae Lim... Comparison of Tree Based Methods on Mammography Data Richard De Veaux, Thu Hodng . Bayesian Sequence Learning for Predicting Protein Oldavage'Points Michael Mayo A Novel Indexing Method for Efficient Sequence Matchingdn Large DNA Database Environment Jung-Im Won, Jee-Hee Yoon, Sanghyun Park, Sang-^-Wooh.Klm. Classification and Ranking Threshold Tuning for Improved Classification Association Rule Mining Frans Coenen, Paul Leng, Lu Zhang .. Using Rough Set in Feature Selection and Reduction in Face Recognition Problem Le Hoai Bac, Nguyen Anh Tuan Analysis of Company Growth Data Using Genetic Algorithms on Binary Trees Gerrit K. Janssens, Kenneth Sorensen, Arthur Limkre, Koen Vanhoof, Considering Re-occurring Features in Associative Classifiers RafalRak, Wojciech Stach, OsmarR. ZaXane, Maria-Luiza Antonie.. A New Evolutionary Neural Network Classifier Arit Thammano, Asavin Meengen . A Privacy-Preserving Classification Mining Algorithm Weiping Ge, Wei Wang, Xiaorong Li, Baile Shi. Combining Classifiers with Multi-representation of Context in Word Sense Disambiguation Cuong Anh Le, Va-Nam Huynh, Akira Shimazu... Automatic Occupation Coding with Combination of Machine Learning and Hand-Crafted Rules Kazuko Takahashi, Hiroya Takamura, Manabu Okumura Retrieval Based on Language Model with Relative Entropy and Feedback Hua Huo, Boqin Feng ... Text Classification for DAG-Structured Categories Cao D. Nguyen, Tran A. Dung, Tru H. Cao... Sentiment Classification Using Word Sub-sequences and Dependency Sub-trees Shotaro Matsumoto, Hiroya Takamura, Manabu Okumura. Improving Rough Classifiers Using Concept Ontology Nguyen Sink Hoa, Nguyen Hung Son. QED; An Efficient Framework for Temporal Region Query Processing Yi'Hong Chu, Kun-Ta Chuang, Ming-Syan Chen. Clustering A MPAA-Based Iterative Clustering Algorithm Augmented by Nearest Neighbors Search for Time-Series Data Streams Jessica Lin, Michai Vlachos, Eamonn Keogh, Dimitrios Gunopulos, Jianwei Liu, Shoujian Yu, Jiajin Le.. Locating Motifs in Time-Series Data Zheng Liu, Jeffrey Xu Yu, Xuemin Lin, Hongjun Lu, Wei Wang Stochastic Local Clustering for Massive Graphs Satu Elisa Schaeffer.. A Neighborhood-Based Clustering Algorithm Shuigeng Zhou, Yue Zhao, Jihong Guan, Joshua Huang Improved Self-splitting Competitive Learning Algorithm Jun Liu, Kotagiri Ramamohanarao Speeding-Up Hierarchical Agglomerative Clustering in Presence of Expensive Metrics Mirco Nanni Dynamic Cluster Formation Using Level Set Methods Andy M. Yip, Chris Ding, Tony F. Chan.. A Vector Field Visualization Technique for Self-organizing Maps Georg Pdlzlbauer, Andreas Rauber, Michael Dittenbach . Visualization of Cluster Changes by Comparing Self-organizing Maps Denny McG. Squrie, David McG. Squire. An Incremental Data Stream Clustering Algorithm Based on Dense Units Detection Jing Gao, Jianzhong Li, Zhaogong Zhang, Pang-Ning Tan Visual Interactive Evolutionary Algorithm for High Dimensional Data Clustering and Outlier Detection Lydia Boudjeloud, Frangois Poulet Approximated Clustering of Distributed High-Dimensional Data Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz. Dynamic Data Mining Improvements of IncSpan: Incremental Mining of Sequential Patterns in Large Database Son N. Nguyen, Xingzhi Sun, Maria E. Orlowska ... Efficient Sampling: Application to Image Data Surong Wang, Manoranjan Dash, Liang-Tien Chia... Cluster-Based Rough Set Construction Qiang Li, Bo Zhang Graphic Model Discovery Learning Bayesian Networks Structures firom Incomplete Data: An Efficient Approach Based on Extended Evolutionary Programming Xiaolin Li, Xiangdong He, Senmiao Yuan... Dynamic Fuzzy Clustering for Recommender Systems Sung-Hwan Min, Ingoo Han.. Improving Mining Quality by Exploiting Data Dependency Fang Chu, Yizhou Wang, Carlo Zaniolo, D. Stott Parker High Dimensional Data Feature Selection for High Dimensional Face Image Using Self-organizing Maps Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zhang.. Progressive Sampling for Association Rules Based on Sampling Error Estimation Kun-Ta Chuang, Ming-Syan Chen, Wen-Chieh Yang.. CLeVer: A Feature Subset Selection Technique for Multivariate Time Series Kiyoung Yang, Hyunjin Yoon, Cyrus Shahabi.... Covariance and PC A for Categorical Variables Hirotaka Niitsuma, Takashi Okada .... Integration of Data Warehonsing ADenTS: An Adaptive Density-Based Tree Structure for Approxiinating Aggregate Queries over Real Attributes Ticmyi Wu, Jian Xu, Chen Wang, Wei Wang, Baile Shi Frequent Itemset Mining with Parallel RDBMS Xuequn Shang, Kai-Uwe Battler Knowledge Management Using Consensus Susceptibility and Consistency Measures for Inconsistent Knowl^ge Management Ngoc Thank Nguyen, Michal Malowiecki WLPMiner: Weighted Frequent Pattern Mining with Length-Decreasing Support Constraints Vnil Yun, John J. Leggett Machine Learning Methods A Framework for Incorporating Gass Priors into Discriminative Gassification Rang Jin, Yiliu Increasing Gassification Accuracy by Combining Adaptive Sampling and Convex Pseudo-Data Chia Huey Ooi, Madhu Chetty Kernels over Relational Algebra Structures Adam Woznica, Alexandras Kalousis, Melanie Hilario Adaptive Nonlinear Auto-Associative Modeling Through Manifold Learning Junping Zhang, Stan Z Li Maximizing Tree Diversity by Building Complete-Random Decision Trees Fei Tony Liu, Kai Ming Ting, Wei Fan SETRED: Self-training with Editing Ming LA, Zhi-Hua Zhou Adjusting Mixture Weights of Gaussian Mixture Model via Regularized Probabilistic Latent Semantic Analysis Imo Si, Rang Jin Training Support Vector Machines Using Greedy Stagewise Algorithm Liefeng Bo, Ling Wang, Licheng Jiao CI-GBI: A Novel Approach for Extracting Typical Patterns from Graph-Structured Data Phu Chien Nguyen, Kouzou Ohara, Hiroshi Motoda, Takashi Washio Improved Bayesian Spam Filtering Based on Co-weighted Multi-area Information Raju Shrestha, Yaping Lin Novel Algorithms An Efficient Framework for Mining Flexible Constraints Amaud Soulet, Bruno Cremilleux Support Oriented Discovery of Generalized Disjunction-Free Representation of Frequent Patterns with Negation Marzena Kryszkiewicz, Katarzyna Cichon Feature Selection Algorithm for Data with Both Nominal and Continuous Features Wenyin Tang, Kezhi Mao A Two-Phase Algorithm for Fast Discovery of High Utility Itemsets Ying Liu, Wei-keng Liao, Alok Choudhary On Multiple Query Optimization in Data Mining Marek Wojciechowski, Maciej Zakrzewicz USAID: Unifying Signature-Based and Anomaly-Based Intrusion Detection Zhuowei Li, Amitabha Das, Jianying Zhou Spatial Data Mining Mobile Group Patterns: A Trajectory-Based Approach San-Yih Hwang, Ying-Han Liu, Jeng-Kuen Chiu, Ee-Peng Lim Can We Apply Projection Based Frequent Pattern Mining Paradigm to Spatial Co-location Mining? Yan Huang, Liqin Zhang, Ping Yu PatZip: Pattern-Preserved Spatial Data Compression Yu Qian, Kang Zhang, D. T. Huynh Temporal Data A likelihood Ratio Distance Measure for the Similarity Between the Fourier Transform of Time Series Gareth J. Janacek, Anthony J. Bagnall, Michael Powell The TIMERS 11 Algorithm for the Discovery of Causality Howard J. Hamilton, Kamran Karimi A Recent-Based Dimension Reduction Technique for Time Series Data Yanchang Zhao, Chengqi Zhang, Shichao Zhang Graph Partition Model for Robust Temporal Data Segmentation Jinhui Yuan, Bo Zhang, Fuzong lin Accurate Symbolization of Time Series Xinqiang Zuo, Xiaoming Jin A Novel Bit Level Time Series Representation with Implication of Similarity Search and Clustering Chotirat Ratanamahatana, Eamonn Keogh, Anthony J, Bagnall, Strfano Lonardi Finding Temporal Features of Event-Oriented Patterns Xmgzhi Sun, Maria E. Orlowska, Xue Li. An Anomaly Detection Method for Spacecraft Using Relevance Vector Learning Ryohei Fujimaki, Takehisa Yairi, Kazuo Machida Cyclic Pattern Kernels Revisited TamdsHorvdth ; Text and Web Data Mining Subspace Clustering of Text Documents with Feature Weighting K-Means Algorithm Liping Jing, Michael K. Ng, Jun Xu, Joshua Zhexue Huang Using Term Clustering and Supervised Term Affinity Construction to Boost Text Classification Chong Wang, Wenyuan Wang Technology Trends Analysis fi:om the Internet Resources Shin-ichi Kobayashi, Yasuyukx Shirai, Kazuo Hiyane, Fumihiro Kumeno, Hiroshi Inujima, Noriyoshi Yamauchi Dynamic Mining Hierarchical Topic from Web News Stream Data Using Divisive-Agglomerative Clustering Method Jian-Wei Liu, Shou-Jian Yu, Jia-Jin Le Collecting Topic-Related Web Pages for Link Structure Analysis by Using a Potential Hub and Authority First Approach Leuo-Hong Wang, Tong-Wen Lee A Top-Down Algorithm for Mining Web Access Patterns from Web Logs Jian-Kui Guo, Bet-jun Ruan, Zun-ping Cheng, Fang-zhong Su, Ya-qin Wang, Xu-bin Deng, Shang Ning, Yang-Yong Zhu Kernel Principal Component Analysis for Content Based Image Retrieval Guang-Ho Cha Mining Frequent Trees with Node-Inclusion Constraints Atsuyoshi Nakamura, Mineichi Kudo ER -