Organized by

Sirindhorn International Institute of Technology (SIIT)
Thammasat University
Chulalongkorn University
Asian Institute of Technology (AIT)

Sponsored by

National Electronics and Computer Technology Center (NECTEC), Thailand
ECTI, Thailand
Thailand Convention and Exhibition Bureau (TCEB)
The Air Force Office of Scientific Research, Asian Office of Aerospace Research and Development (AFOSR/AOARD)

Accepted Papers

This year, 113 papers among the 338 submissions have been accepted (with an acceptance rate of 33.43%).

| Regular papers | Short papers |

Regular papers

1. PAKDD09-0093 A Statistical Approach for Binary Vectors Modeling and Clustering

Nizar Bouguila

2. PAKDD09-0105 Negative Encoding Length as a Subjective Interestingness Measure for Groups of Rules

Einoshin Suzuki

3. PAKDD09-0125 A Data Driven Ensemble Classifier for Credit Scoring Analysis

Nan-Chen Hsieh

4. PAKDD09-0129 A Nonparametric Bayesian Learning Model: Application to Text and Image Categorization

Nizar Bouguila

5. PAKDD09-0303 Clustering with lower bound on Similarity

Mohammad Al Hasan

6. PAKDD09-0319 Long-Term Relevance Feedback for Content-Based Image Suggestion

Sabri Boutemedjet

7. PAKDD09-0322 Ranking Vector Machine: An Efficient Method for Learning Ranking SVM

Hwanjo Yu

8. PAKDD09-0330 Sentence-Level Novelty Detection in English and Malay

Agus Trisnajaya Kwee

9. PAKDD09-0361 A kernel framework for protein residue annotation

Huzefa Rangwala

10. PAKDD09-0376 The Studies of Mining Frequent Patterns Based on Frequent Pattern Tree

Show-Jane Yen

11. PAKDD09-0402 A Comparative Study of Bandwidth Choice in Kernel Density Estimation for Naive Bayesian Classification

Bin Liu

12. PAKDD09-0403 Thai Word Segmentation with Hidden Markov Model and Decision Tree

Poramin Bheganan

13. PAKDD09-0411 Approximate Spectral Clustering

Liang Wang

14. PAKDD09-0422 Detecting Link Hijacking by Web Spammers


15. PAKDD09-0423 Interval Data Classification under Partial Information: A Chance-Constraint Approach

Sahely Bhadra

16. PAKDD09-0450 Robust Graph Hyperparameter Learning for Graph Based Semi-Supervised Classification

Krikamol Muandet

17. PAKDD09-0456 Detecting abnormal events via Hierarchical Dirichlet Processes

Xian-Xing Zhang

18. PAKDD09-0457 Quantifying Asymmetric Semantic Relations from Query Logs by Resource Allocation

Zhiyuan Liu

19. PAKDD09-0483 A Polynomial-Delay Polynomial-Space Algorithm for Extracting Frequent Diamond Episodes from Event Sequences

Takashi Katoh

20. PAKDD09-0503 Cool Blog Classification from Positive and Unlabeled Examples

Kritsada Sriphaew

21. PAKDD09-0518 Regularized Local Reconstruction for Clustering

Jun Sun

22. PAKDD09-0546 Efficient Privacy-Preserving Link Discovery

Jaideep Vaidya

23. PAKDD09-0547 DTU: A Decision Tree for Uncertain Data

Biao Qin

24. PAKDD09-0560 Dynamic Exponential Family Matrix Factorization

Kohei Hayashi

25. PAKDD09-0575 An Integration of Fuzzy Association Rules and WordNetfor Document Clustering

Chun-Ling Chen

26. PAKDD09-0588 An efficient method for generating, storing and matching features for text mining


27. PAKDD09-0621 Nonlinear Data Analysis Using A New Hybrid Data Clustering Algorithm

Ureerat Wattanachon

28. PAKDD09-0648 Text Categorization using Fuzzy Proximal SVM and Distributional Clustering of words

Arunkumar Mani

29. PAKDD09-0650 Analysis of Variational Bayesian Matrix Factorization

Shinichi Nakajima

30. PAKDD09-0660 On Link Privacy in Randomizing Social Networks

Xintao Wu

31. PAKDD09-0665 A Multi-Partition Multi-Chunk Ensemble Technique to Classify Concept-Drifting Data Streams

Mohammad Mehedy Masud

32. PAKDD09-0669 Online Feature Selection Algorithm with Bayesian l1 Regularization

Yunpeng Cai

33. PAKDD09-0683 Multi-Resolution Boosting for Classification and Regression

Chandan K Reddy

34. PAKDD09-0686 Exploiting the Block Structure of Link Graph for Efficient Similarity Computation

Pei Li

35. PAKDD09-0690 On Joint Feature Selection and Local Learning Based Clustering

Yiu-ming Cheung

36. PAKDD09-0700 Discovering Periodic-Frequent Patterns in Transactional Databases

Syed Khairuzzaman Tanbeer

37. PAKDD09-0710 Parameter Estimation in Semi-Random Decision Tree Ensembling on Streaming Data

PeiPei Li

38. PAKDD09-0712 Active Learning for Causal Bayesian Network Structure with Non-symmetrical Entropy

Guoliang Li

39. PAKDD09-0714 Acquiring Semantic Relations using the Web as Background Knowledge

Wilson Wong

Short papers

1. PAKDD09-0102 Similarity-based Feature Selection for Learning From Examples with Continuous Values

Yun Li

2. PAKDD09-0106 Incremental nu-Support Vector Machine Learning

Bin Gu

3. PAKDD09-0122 Accurate Synthetic Generation of Realistic Personal Information

Peter Christen

4. PAKDD09-0124 Cross-Channel Query Recommendation on Commercial Mobile Search Engine: Why, How and Empirical Evaluation

Shunkai Fu

5. PAKDD09-0128 Arif Index for Predicting the Classification Accuracy of Features and its Application in Heart Beat Classification Problem

Muhammad Arif

6. PAKDD09-0156 Budget Semi-supervised Learning

Zhi-Hua Zhou

7. PAKDD09-0300 On Pairwise Kernels: An Efficient Alternative and Generalization Analysis

Hisashi Kashima

8. PAKDD09-0302 A New Local Distance-based Outlier Detection Approach for Scattered Real-World Data

Ke Zhang

9. PAKDD09-0307 A Parallel Algorithm for Finding Related Pages in the Web by using Segmented Link Structures

Shen Xiaoyan

10. PAKDD09-0320 Mining Both Positive and Negative Impact-Oriented Sequential Rules From Transactional Data: a Case Study in Social Security

Yanchang Zhao

11. PAKDD09-0321 Mining Outliers with Faster Cutoff Update and Space Utilization

Chi Cheong Szeto

12. PAKDD09-0327 X-tracking the Changes of Web Navigation Patterns

Long Wang

13. PAKDD09-0336 Building a Text Classifier by a Keyword and Unlabeled Documents

Qiu Qiang

14. PAKDD09-0349 Simultaneously Finding Fundamental Articles and New Topics Using a Community Tracking Method

Tieyun Qian

15. PAKDD09-0350 A Discriminative Approach to Topic-based Citation Suggestion

Jie Tang

16. PAKDD09-0355 Spatial Weighting for Bag-of-Visual-Words Representation and Its Application in Content-Based Image Retrieval

Xin Chen

17. PAKDD09-0359 UCI++: Improved Support for Algorithm Selection Using Datasetoids

Carlos Soares

18. PAKDD09-0362 Addressing the Variability of Natural Language Expression in Sentence Similarity with Semantic Structure of the Sentences

Palakorn Achananuparp

19. PAKDD09-0367 Change Analysis in Spatial Data by Combining Contouring Algorithms with Supervised Density Functions

Vadeerat Rinsurongkawong

20. PAKDD09-0372 Growth Analysis of Neighbor Network for Evaluation of Damage Progress

Ken-ichi Fukui

21. PAKDD09-0374 When does Co-Training Work in Real Data?

Charles X. Ling

22. PAKDD09-0377 Item Preference Parameters from Grouped Ranking Observations

Hideitsu Hino

23. PAKDD09-0380 Pairwise Constrained Clustering for Sparse and High Dimensional Feature Spaces

Su Yan

24. PAKDD09-0387 Application-independent feature construction from noisy samples

Dominique Gay

25. PAKDD09-0388 Boosting Biomedical Information Retrieval Performance through Citation Graph: An Empirical Study

Jimmy Huang

26. PAKDD09-0392 Grouped ECOC Conditional Random Fields for Prediction of Web User Behavior

Yong Zhen Guo

27. PAKDD09-0400 Centroid Neural Network with Spatial Constraints

Dong-Chul Park

28. PAKDD09-0401 Classification of Audio Signals Using a Bhattacharyya Kernel-based Centroid Neural Network

Dong-Chul Park

29. PAKDD09-0415 CBDT: A Concept Based Approach to Data Stream Mining

Stefan Hoeglinger

30. PAKDD09-0416 Clustering Documents using a Wikipedia-based Concept Representation

Anna Huang

31. PAKDD09-0418 Let's Tango - Finding the Right Couple for Feature-Opinion Association in Sentiment Analysis

Kam Tong Chan

32. PAKDD09-0424 A Corpus-based Approach for Automatic Thai Unknown Word Recognition using Ensemble Learning Techniques

Jakkrit TeCho

33. PAKDD09-0431 Extracting Fuzzy Rules for Detecting Ventricular Arrhythmias Based on NEWFM

Sang-Hong Lee

34. PAKDD09-0433 Meaningful Subsequence Matching under Time Warping Distance for Data Stream

Vit Niennattrakul

35. PAKDD09-0436 Speeding up Similarity Search on Large Time Series Dataset Under Time Warping Distance

Pongsakorn Ruengronghirunya

36. PAKDD09-0437 A Family-based Evolutional Approach for Kernel Tree Selectionin SVMs

Ithipan Methasate

37. PAKDD09-0442 Data Mining for Intrusion Detection: from Outliers to True Intrusions


38. PAKDD09-0445 A Hybrid Approach to Improve Bilingual Multiword Expression Extraction

Jianyong Duan

39. PAKDD09-0459 Safe-Level-SMOTE: Safe-Level-Synthetic Minority Over-sampling TEchnique for handling the class imbalanced problem

Chumphol Bunkhumpornpat

40. PAKDD09-0463 An Effective Boosting Mehod for Naive Bayesian Classifiers by Local Accuracy Estimation

Zhipeng Xie

41. PAKDD09-0468 A Novel Fractal Representation for Dimensionality Reduction of Large Time Series Data

Poat Sajjipanon

42. PAKDD09-0472 Spanning Tree Based Attribute Clustering

Yifeng Zeng

43. PAKDD09-0474 An Efficient Candidate Pruning Technique for High Utility Pattern Mining

Chowdhury Farhan Ahmed

44. PAKDD09-0489 Clustering Data Streams in Optimization and Geography Domains

Wen-Chih Peng

45. PAKDD09-0490 k-Dominant Skyline Computation by using Sort-Filtering Method

Md. Anisuzzaman Siddique

46. PAKDD09-0495 Trace Mining from Distributed Assembly Databases for Causal Analysis

Shohei Hido

47. PAKDD09-0505 Emotion Recognition of Pop Music Based on Maximum Entropy with Priors

Hui He

48. PAKDD09-0511 The effect of parameter tuning and focusing on bus travel time prediction

Carlos Soares

49. PAKDD09-0528 Diversity in Combinations of Heterogeneous Classifiers

Kuo-Wei Hsu

50. PAKDD09-0529 COMUS: Ontological and Rule-based Reasoning for Music Recommendation System

Seungmin Rho

51. PAKDD09-0534 Learning to Extract Relations for Relational Classification

Steffen Rendle

52. PAKDD09-0535 An Efficient Approximate Protocol for Privacy-Preserving Association Rule Mining

Jaideep Vaidya

53. PAKDD09-0537 On optimal rules discovery: a framework and a necessary and sufficient condition for optimality

Yannick Le Bras

54. PAKDD09-0552 Discovering Action Rules that are Highly Achievable from Massive Data

Einoshin Suzuki

55. PAKDD09-0557 Information Extraction from Thai Text with Unknown Phrase Boundaries

Peerasak I

56. PAKDD09-0569 Using Highly Expressive Contrast Patterns for Classification - Is It Worthwhile?

Elsa Loekito

57. PAKDD09-0583 Hot Item Detection in Uncertain Data

Matthias Renz

58. PAKDD09-0585 Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data

Peer Kröger

59. PAKDD09-0592 An Online Incremental Learning Vector Quantization

Ye Xu

60. PAKDD09-0594 Newistic: a distributed news gathering and analysis platform

Horatiu Mocian

61. PAKDD09-0608 Sparse Kernel Learning and the Relevance Units Machine

Junbin Gao

62. PAKDD09-0617 Link Structure Ranking Algorithm for Trading Networks

Andri Mirzal

63. PAKDD09-0626 Estimating Optimal Feature Subsets Using Mutual Information Feature Selector and Rough Sets

Sombut Foitong

64. PAKDD09-0628 A Multi-Resolution Approach for Atypical Behaviour Mining


65. PAKDD09-0634 An Instantiation of Hierarchical Distance-based Conceptual Clustering for Propositional Learning

Maria Jose Ramirez-Quintana

66. PAKDD09-0637 Website Classification using Extended Hidden Markov Models

Majid Yazdani

67. PAKDD09-0649 Aggregated Subset Mining

Albrecht Zimmermann

68. PAKDD09-0661 Transfer Learning Action Models by Measuring the Similarity of Different Domains

Hankui Zhuo

69. PAKDD09-0670 On Mining Rating Dependencies in Online Collaborative Rating Networks

Hady W. Lauw

70. PAKDD09-0682 Towards a Novel Association Measure via Web Search Results Mining

Xiaojun Wan

71. PAKDD09-0687 An Aggregate Ensemble for Mining Data Streams with both Concept Drifting and Noise

peng zhang

72. PAKDD09-0691 CLHQS: Hierarchical Query Suggestion by Mining Clickthrough Log

Depin Chen

73. PAKDD09-0695 Romanization of Thai Proper Names Based On Popularity Of Usages

Akegapon Tangverapong

74. PAKDD09-0704 Computing Substitution Matrices for Genomic Comparative Analysis

Minh Duc Cao