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ORCID13. PAKDD 2009: Bangkok, Thailand
- Thanaruk Theeramunkong, Boonserm Kijsirikul, Nick Cercone, Tu Bao Ho:
Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia Conference, PAKDD 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings. Lecture Notes in Computer Science 5476, Springer 2009, ISBN 978-3-642-01306-5
Keynote Speeches
- Guang-Zhong Yang:
KDD for BSN - Towards the Future of Pervasive Sensing. 1 - Jeffrey Xu Yu:
Finding Hidden Structures in Relational Databases. 2 - Andrew Tomkins:
The Future of Search: An Online Content Perspective. 3
Regular Papers
- Biao Qin, Yuni Xia, Fang Li:
DTU: A Decision Tree for Uncertain Data. 4-15 - Xiaoyun He, Jaideep Vaidya, Basit Shafiq, Nabil R. Adam, Evimaria Terzi, Tyrone Grandison
:
Efficient Privacy-Preserving Link Discovery. 16-27 - Xiaowei Ying, Xintao Wu:
On Link Privacy in Randomizing Social Networks. 28-39 - Agus Trisnajaya Kwee, Flora S. Tsai, Wenyin Tang:
Sentence-Level Novelty Detection in English and Malay. 40-51 - Mani Arun Kumar, Madan Gopal:
Text Categorization Using Fuzzy Proximal SVM and Distributional Clustering of Words. 52-61 - Kritsada Sriphaew, Hiroya Takamura, Manabu Okumura:
Cool Blog Classification from Positive and Unlabeled Examples. 62-73 - Poramin Bheganan, Richi Nayak, Yue Xu:
Thai Word Segmentation with Hidden Markov Model and Decision Tree. 74-85 - Shing-Kit Chan, Wai Lam:
An Efficient Method for Generating, Storing and Matching Features for Text Mining. 86-97 - Krikamol Muandet, Sanparith Marukatat, Cholwich Nattee:
Robust Graph Hyperparameter Learning for Graph Based Semi-supervised Classification. 98-109 - Jun Sun, Zhiyong Shen, Bai Su, Yi-Dong Shen:
Regularized Local Reconstruction for Clustering. 110-121 - Mohammad Al Hasan, Saeed Salem, Benjarath Pupacdi, Mohammed J. Zaki:
Clustering with Lower Bound on Similarity. 122-133 - Liang Wang, Christopher Leckie, Kotagiri Ramamohanarao, James C. Bezdek:
Approximate Spectral Clustering. 134-146 - Chun-Ling Chen, Frank S. C. Tseng, Tyne Liang:
An Integration of Fuzzy Association Rules and WordNet for Document Clustering. 147-159 - Ureerat Wattanachon, Jakkarin Suksawatchon, Chidchanok Lursinsap:
Nonlinear Data Analysis Using a New Hybrid Data Clustering Algorithm. 160-171 - Takashi Katoh, Hiroki Arimura, Kouichi Hirata:
A Polynomial-Delay Polynomial-Space Algorithm for Extracting Frequent Diamond Episodes from Event Sequences. 172-183 - Nizar Bouguila, Khalid Daoudi:
A Statistical Approach for Binary Vectors Modeling and Clustering. 184-195 - Chandan K. Reddy, Jin Hyeong Park:
Multi-resolution Boosting for Classification and Regression Problems. 196-207 - Sahely Bhadra, J. Saketha Nath, Aharon Ben-Tal, Chiranjib Bhattacharyya:
Interval Data Classification under Partial Information: A Chance-Constraint Approach. 208-219 - Einoshin Suzuki:
Negative Encoding Length as a Subjective Interestingness Measure for Groups of Rules. 220-231 - Show-Jane Yen, Yue-Shi Lee, Chiu-Kuang Wang, Jung-Wei Wu, Liang-Yuh Ouyang:
The Studies of Mining Frequent Patterns Based on Frequent Pattern Tree. 232-241 - Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong, Young-Koo Lee:
Discovering Periodic-Frequent Patterns in Transactional Databases. 242-253 - Zhiyuan Liu, Yabin Zheng, Maosong Sun:
Quantifying Asymmetric Semantic Relations from Query Logs by Resource Allocation. 254-265 - Wilson Wong, Wei Liu, Mohammed Bennamoun:
Acquiring Semantic Relations Using the Web for Constructing Lightweight Ontologies. 266-277 - Xian-Xing Zhang, Hua Liu, Yang Gao, Derek Hao Hu:
Detecting Abnormal Events via Hierarchical Dirichlet Processes. 278-289 - Guoliang Li, Tze-Yun Leong:
Active Learning for Causal Bayesian Network Structure with Non-symmetrical Entropy. 290-301 - Bin Liu, Ying Yang, Geoffrey I. Webb, Janice R. Boughton:
A Comparative Study of Bandwidth Choice in Kernel Density Estimation for Naive Bayesian Classification. 302-313 - Shinichi Nakajima, Masashi Sugiyama:
Analysis of Variational Bayesian Matrix Factorization. 314-326 - Sabri Boutemedjet, Djemel Ziou:
Variational Bayesian Approach for Long-Term Relevance Feedback. 327-338 - Young-joo Chung, Masashi Toyoda, Masaru Kitsuregawa:
Detecting Link Hijacking by Web Spammers. 339-350 - Nan-Chen Hsieh, Lun-Ping Hung, Chia-Ling Ho:
A Data Driven Ensemble Classifier for Credit Scoring Analysis. 351-362 - Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham:
A Multi-partition Multi-chunk Ensemble Technique to Classify Concept-Drifting Data Streams. 363-375 - Pei-Pei Li, Qianhui Liang, Xindong Wu, Xuegang Hu:
Parameter Estimdation in Semi-Random Decision Tree Ensembling on Streaming Data. 376-388 - Pei Li, Yuanzhe Cai, Hongyan Liu, Jun He, Xiaoyong Du:
Exploiting the Block Structure of Link Graph for Efficient Similarity Computation. 389-400 - Yunpeng Cai, Yijun Sun, Jian Li, Steve Goodison:
Online Feature Selection Algorithm with Bayesian l1 Regularization. 401-413 - Hong Zeng, Yiu-ming Cheung:
Feature Selection for Local Learning Based Clustering. 414-425 - Hwanjo Yu, Youngdae Kim, Seung-won Hwang:
RV-SVM: An Efficient Method for Learning Ranking SVM. 426-438 - Huzefa Rangwala, Christopher Kauffman, George Karypis:
A Kernel Framework for Protein Residue Annotation. 439-451 - Kohei Hayashi, Junichiro Hirayama, Shin Ishii:
Dynamic Exponential Family Matrix Factorization. 452-462 - Nizar Bouguila, Djemel Ziou:
A Nonparametric Bayesian Learning Model: Application to Text and Image Categorization. 463-474
Short Papers
- Chumphol Bunkhumpornpat, Krung Sinapiromsaran, Chidchanok Lursinsap:
Safe-Level-SMOTE: Safe-Level-Synthetic Minority Over-Sampling TEchnique for Handling the Class Imbalanced Problem. 475-482 - Elsa Loekito, James Bailey:
Using Highly Expressive Contrast Patterns for Classification - Is It Worthwhile?. 483-490 - Muhammad Arif, Fayyaz A. Afsar, Muhammad Usman Akram, Adnan Fida:
Arif Index for Predicting the Classification Accuracy of Features and Its Application in Heart Beat Classification Problem. 491-498 - Carlos Soares:
UCI++: Improved Support for Algorithm Selection Using Datasetoids. 499-506 - Peter Christen, Agus Pudjijono:
Accurate Synthetic Generation of Realistic Personal Information. 507-514 - Murat Kantarcioglu, Robert Nix, Jaideep Vaidya:
An Efficient Approximate Protocol for Privacy-Preserving Association Rule Mining. 515-524 - Peerasak Intarapaiboon, Ekawit Nantajeewarawat, Thanaruk Theeramunkong:
Information Extraction from Thai Text with Unknown Phrase Boundaries. 525-532 - Jakkrit TeCho, Cholwich Nattee, Thanaruk Theeramunkong:
A Corpus-Based Approach for Automatic Thai Unknown Word Recognition using Ensemble Learning Techniques. 533-540 - Jianyong Duan, Mei Zhang, Lijing Tong, Feng Guo:
A Hybrid Approach to Improve Bilingual Multiword Expression Extraction. 541-547 - Palakorn Achananuparp, Xiaohua Hu, Christopher C. Yang:
Addressing the Variability of Natural Language Expression in Sentence Similarity with Semantic Structure of the Sentences. 548-555 - Ovidiu Dan, Horatiu Mocian:
Scalable Web Mining with Newistic. 556-563 - Qiang Qiu, Yang Zhang, Junping Zhu:
Building a Text Classifier by a Keyword and Unlabeled Documents. 564-571 - Jie Tang, Jing Zhang:
A Discriminative Approach to Topic-Based Citation Recommendation. 572-579 - Akegapon Tangverapong, Atiwong Suchato, Proadpran Punyabukkana:
Romanization of Thai Proper Names Based on Popularity of Usages. 580-587 - Zhi-Hua Zhou, Michael K. Ng, Qiao-Qiao She, Yuan Jiang:
Budget Semi-supervised Learning. 588-595 - Charles X. Ling, Jun Du, Zhi-Hua Zhou:
When does Co-training Work in Real Data?. 596-603 - Dong-Chul Park, Yunsik Lee, Dong-Min Woo:
Classification of Audio Signals Using a Bhattacharyya Kernel-Based Centroid Neural Network. 604-611 - Junbin Gao, Jun Zhang:
Sparse Kernel Learning and the Relevance Units Machine. 612-619 - Su Yan, Alex Hai Wang, Dongwon Lee, C. Lee Giles:
Pairwise Constrained Clustering for Sparse and High Dimensional Feature Spaces. 620-627 - Anna-Lan Huang, David N. Milne, Eibe Frank, Ian H. Witten:
Clustering Documents Using a Wikipedia-Based Concept Representation. 628-636 - Ana Funes, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
An Instantiation of Hierarchical Distance-Based Conceptual Clustering for Propositional Learning. 637-646 - Minh Duc Cao, Trevor I. Dix, Lloyd Allison:
Computing Substitution Matrices for Genomic Comparative Analysis. 647-655 - Yanchang Zhao, Huaifeng Zhang, Longbing Cao, Chengqi Zhang, Hans Bohlscheid:
Mining Both Positive and Negative Impact-Oriented Sequential Rules from Transactional Data. 656-663 - Albrecht Zimmermann, Björn Bringmann:
Aggregated Subset Mining. 664-672 - Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Andreas Züfle:
Hot Item Detection in Uncertain Data. 673-680 - Yifeng Zeng, Jorge Cordero Hernandez, Shuyuan Lin:
Spanning Tree Based Attribute Clustering. 681-688 - João Mendes-Moreira, Carlos Soares, Alípio Mário Jorge, Jorge Freire de Sousa:
The Effect of Varying Parameters and Focusing on Bus Travel Time Prediction. 689-696 - Hankui Zhuo, Qiang Yang, Lei Li:
Transfer Learning Action Models by Measuring the Similarity of Different Domains. 697-704 - Yannick Le Bras, Philippe Lenca, Stéphane Lallich:
On Optimal Rule Mining: A Framework and a Necessary and Sufficient Condition of Antimonotonicity. 705-712 - Einoshin Suzuki:
Discovering Action Rules That Are Highly Achievable from Massive Data. 713-722 - Dong-Kun Shin, Sang-Hong Lee, Joon S. Lim:
Extracting Fuzzy Rules for Detecting Ventricular Arrhythmias Based on NEWFM. 723-730 - Shohei Hido, Hirofumi Matsuzawa, Fumihiko Kitayama, Masayuki Numao:
Trace Mining from Distributed Assembly Databases for Causal Analysis. 731-740 - Kam Tong Chan, Irwin King:
Let's Tango - Finding the Right Couple for Feature-Opinion Association in Sentiment Analysis. 741-748 - Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee:
An Efficient Candidate Pruning Technique for High Utility Pattern Mining. 749-756 - Yong Zhen Guo, Kotagiri Ramamohanarao, Laurence Anthony F. Park:
Grouped ECOC Conditional Random Fields for Prediction of Web User Behavior. 757-763 - Depin Chen, Ning Liu, Zhijun Yin, Yang Tong, Jun Yan, Zheng Chen:
CLHQS: Hierarchical Query Suggestion by Mining Clickthrough Log. 764-771 - Long Wang, Christoph Meinel:
X-Tracking the Changes of Web Navigation Patterns. 772-779 - Majid Yazdani, Milad Eftekhar, Hassan Abolhassani:
Tree-Based Method for Classifying Websites Using Extended Hidden Markov Models. 780-787 - Hui He, Bo Chen, Jun Guo:
Emotion Recognition of Pop Music Based on Maximum Entropy with Priors. 788-795 - Tieyun Qian, Jaideep Srivastava, Zhiyong Peng, Phillip C.-Y. Sheu:
Simultaneously Finding Fundamental Articles and New Topics Using a Community Tracking Method. 796-803 - Xiaojun Wan, Jianguo Xiao:
Towards a Novel Association Measure via Web Search Results Mining. 804-812 - Ke Zhang, Marcus Hutter, Huidong Jin:
A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data. 813-822 - Chi-Cheong Szeto, Edward Hung:
Mining Outliers with Faster Cutoff Update and Space Utilization. 823-830 - Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek:
Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data. 831-838 - Mohammad Anisuzzaman Siddique, Yasuhiko Morimoto:
K-Dominant Skyline Computation by Using Sort-Filtering Method. 839-848 - Zhipeng Xie:
Effective Boosting of Naïve Bayesian Classifiers by Local Accuracy Estimation. 849-858 - Seungmin Rho, Seheon Song, Eenjun Hwang, Minkoo Kim:
COMUS: Ontological and Rule-Based Reasoning for Music Recommendation System. 859-866 - Xin Chen, Xiaohua Hu, Xiajiong Shen:
Spatial Weighting for Bag-of-Visual-Words and Its Application in Content-Based Image Retrieval. 867-874 - Hideitsu Hino, Yu Fujimoto, Noboru Murata:
Item Preference Parameters from Grouped Ranking Observations. 875-882 - Shunkai Fu, Bingfeng Pi, Ying Zhou, Michel C. Desmarais, Weilei Wang, Song Han, Xunrong Rao:
Cross-Channel Query Recommendation on Commercial Mobile Search Engine: Why, How and Empirical Evaluation. 883-890 - Goverdhan Singh, Florent Masseglia, Céline Fiot, Alice Marascu, Pascal Poncelet:
Data Mining for Intrusion Detection: From Outliers to True Intrusions. 891-898 - Alice Marascu, Florent Masseglia:
A Multi-resolution Approach for Atypical Behaviour Mining. 899-906 - Chun-Sheng Chen, Vadeerat Rinsurongkawong, Christoph F. Eick, Michael D. Twa:
Change Analysis in Spatial Data by Combining Contouring Algorithms with Supervised Density Functions. 907-914 - Dong-Chul Park:
Centroid Neural Network with Spatial Constraints. 915-922 - Kuo-Wei Hsu, Jaideep Srivastava:
Diversity in Combinations of Heterogeneous Classifiers. 923-932 - Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Kazumi Saito, Masahiro Kimura, Masayuki Numao:
Growth Analysis of Neighbor Network for Evaluation of Damage Progress. 933-940 - Xiaoyan Shen, Junliang Chen, Xiangwu Meng, Yujie Zhang, Chuanchang Liu:
A Parallel Algorithm for Finding Related Pages in the Web by Using Segmented Link Structures. 941-948 - Xiaoshi Yin, Xiangji Huang, Qinmin Hu, Zhoujun Li:
Boosting Biomedical Information Retrieval Performance through Citation Graph: An Empirical Study. 949-956 - Yun Li, Su-Jun Hu, Wen-Jie Yang, Guozi Sun, Fang-Wu Yao, Geng Yang:
Similarity-Based Feature Selection for Learning from Examples with Continuous Values. 957-964 - Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut:
Application-Independent Feature Construction from Noisy Samples. 965-972 - Sombut Foitong, Pornthep Rojanavasu, Boonwat Attachoo, Ouen Pinngern:
Estimating Optimal Feature Subsets Using Mutual Information Feature Selector and Rough Sets. 973-980 - Pongsakorn Ruengronghirunya, Vit Niennattrakul, Chotirat Ann Ratanamahatana:
Speeding Up Similarity Search on a Large Time Series Dataset under Time Warping Distance. 981-988 - Poat Sajjipanon, Chotirat Ann Ratanamahatana:
A Novel Fractal Representation for Dimensionality Reduction of Large Time Series Data. 989-996 - Ling-Yin Wei, Wen-Chih Peng:
Clustering Data Streams in Optimization and Geography Domains. 997-1005 - Stefan Hoeglinger, Russel Pears, Yun Sing Koh:
CBDT: A Concept Based Approach to Data Stream Mining. 1006-1012 - Vit Niennattrakul, Chotirat Ann Ratanamahatana:
Meaningful Subsequence Matching under Time Warping Distance for Data Stream. 1013-1020 - Peng Zhang, Xingquan Zhu, Yong Shi, Xindong Wu:
An Aggregate Ensemble for Mining Concept Drifting Data Streams with Noise. 1021-1029 - Hisashi Kashima, Satoshi Oyama, Yoshihiro Yamanishi, Koji Tsuda:
On Pairwise Kernels: An Efficient Alternative and Generalization Analysis. 1030-1037 - Ithipan Methasate, Thanaruk Theeramunkong:
A Family-Based Evolutional Approach for Kernel Tree Selection in SVMs. 1038-1045 - Ye Xu, Furao Shen, Osamu Hasegawa, Jinxi Zhao:
An Online Incremental Learning Vector Quantization. 1046-1053 - Hady Wirawan Lauw, Ee-Peng Lim, Ke Wang:
On Mining Rating Dependencies in Online Collaborative Rating Networks. 1054-1061 - Steffen Rendle, Christine Preisach, Lars Schmidt-Thieme:
Learning to Extract Relations for Relational Classification. 1062-1071
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