Advances in Knowledge Discovery and Data Mining

SubClass: Classification of Multidimensional Noisy Data Using Subspace Clusters

Pages 40-52

Assent, Ira (et al.)

Mining Quality-Aware Subspace Clusters

Pages 53-63

Chen, Ying-Ju (et al.)

A Decremental Approach for Mining Frequent Itemsets from Uncertain Data

Pages 64-75

Chui, Chun-Kit (et al.)

Multi-class Named Entity Recognition Via Bootstrapping with Dependency Tree-Based Patterns

Pages 76-87

Dang, Van B. (et al.)

Towards Region Discovery in Spatial Datasets

Pages 88-99

Ding, Wei (et al.)

Accurate and Efficient Retrieval of Multimedia Time Series Data Under Uniform Scaling and Time Warping

Pages 100-111

Euachongprasit, Waiyawuth (et al.)

Feature Construction Based on Closedness Properties Is Not That Simple

Pages 112-123

Gay, Dominique (et al.)

On Addressing Accuracy Concerns in Privacy Preserving Association Rule Mining

Pages 124-135

Guo, Ling (et al.)

Privacy-Preserving Linear Fisher Discriminant Analysis

Pages 136-147

Han, Shuguo (et al.)

Unsupervised Change Analysis Using Supervised Learning

Pages 148-159

Hido, Shohei (et al.)

ANEMI: An Adaptive Neighborhood Expectation-Maximization Algorithm with Spatial Augmented Initialization

Pages 160-171

Hu, Tianming (et al.)

Minimum Variance Associations — Discovering Relationships in Numerical Data

Pages 172-183

Jaroszewicz, Szymon

An Efficient Unordered Tree Kernel and Its Application to Glycan Classification

Pages 184-195

Kuboyama, Tetsuji (et al.)

Generation of Globally Relevant Continuous Features for Classification

Pages 196-208

Létourneau, Sylvain (et al.)

Mining Bulletin Board Systems Using Community Generation

Pages 209-221

Li, Ming (et al.)

Extreme Support Vector Machine Classifier

Pages 222-233

Liu, Qiuge (et al.)

LCM over ZBDDs: Fast Generation of Very Large-Scale Frequent Itemsets Using a Compact Graph-Based Representation

Pages 234-246

Minato, Shin-ichi (et al.)

Unusual Pattern Detection in High Dimensions

Pages 247-259

Nguyen, Minh Quoc (et al.)

Person Name Disambiguation in Web Pages Using Social Network, Compound Words and Latent Topics

Pages 260-271

Ono, Shingo (et al.)

Mining Correlated Subgraphs in Graph Databases

Pages 272-283

Ozaki, Tomonobu (et al.)

A Minimal Description Length Scheme for Polynomial Regression

Pages 284-295

Pečkov, Aleksandar (et al.)

Handling Numeric Attributes in Hoeffding Trees

Pages 296-307

Pfahringer, Bernhard (et al.)

Scaling Record Linkage to Non-uniform Distributed Class Sizes

Pages 308-319

Rendle, Steffen (et al.)

Large-Scale k-Means Clustering with User-Centric Privacy Preservation

Pages 320-332

Sakuma, Jun (et al.)

Semi-Supervised Local Fisher Discriminant Analysis for Dimensionality Reduction

Pages 333-344

Sugiyama, Masashi (et al.)

An Efficient Algorithm for Finding Similar Short Substrings from Large Scale String Data

Pages 345-356

Uno, Takeaki

Ambiguous Frequent Itemset Mining and Polynomial Delay Enumeration

Pages 357-368

Uno, Takeaki (et al.)

Characteristic-Based Descriptors for Motion Sequence Recognition

Pages 369-380

Wang, Liang (et al.)

Protecting Privacy in Incremental Maintenance for Distributed Association Rule Mining

Pages 381-392

Wong, W. K. (et al.)

SEM: Mining Spatial Events from the Web

Pages 393-404

Xu, Kaifeng (et al.)

BOAI: Fast Alternating Decision Tree Induction Based on Bottom-Up Evaluation

Pages 405-416

Yang, Bishan (et al.)

Feature Selection by Nonparametric Bayes Error Minimization

Pages 417-428

Yang, Shuang-Hong (et al.)

A Framework for Modeling Positive Class Expansion with Single Snapshot

Pages 429-440

Yu, Yang (et al.)

A Decomposition Algorithm for Learning Bayesian Network Structures from Data

Pages 441-453

Zeng, Yifeng (et al.)

Learning Classification Rules for Multiple Target Attributes

Pages 454-465

Ženko, Bernard (et al.)

A Mixture Model for Expert Finding

Pages 466-478

Zhang, Jing (et al.)

On Privacy in Time Series Data Mining

Pages 479-493

Zhu, Ye (et al.)

Exploiting Propositionalization Based on Random Relational Rules for Semi-supervised Learning

Pages 494-502

Anderson, Grant (et al.)

On Discrete Data Clustering

Pages 503-510

Bouguila, Nizar (et al.)

Automatic Training Example Selection for Scalable Unsupervised Record Linkage

Pages 511-518

Christen, Peter

Analyzing PETs on Imbalanced Datasets When Training and Testing Class Distributions Differ

Pages 519-526

Cieslak, David (et al.)

Improving the Robustness to Outliers of Mixtures of Probabilistic PCAs

Pages 527-535

Delannay, Nicolas (et al.)

Exploratory Hot Spot Profile Analysis Using Interactive Visual Drill-Down Self-Organizing Maps

Pages 536-543

Denny, (et al.)

Maintaining Optimal Multi-way Splits for Numerical Attributes in Data Streams

Pages 544-553

Elomaa, Tapio (et al.)

Efficient Mining of High Utility Itemsets from Large Datasets

Pages 554-561

Erwin, Alva (et al.)

Tradeoff Analysis of Different Markov Blanket Local Learning Approaches

Pages 562-571

Fu, Shunkai (et al.)

Forecasting Urban Air Pollution Using HMM-Fuzzy Model

Pages 572-581

Hossain, M. Maruf (et al.)

Relational Pattern Mining Based on Equivalent Classes of Properties Extracted from Samples

Pages 582-591

Inuzuka, Nobuhiro (et al.)

Evaluating Standard Techniques for Implicit Diversity

Pages 592-599

Johansson, Ulf (et al.)

A Simple Characterization on Serially Constructible Episodes

Pages 600-607

Katoh, Takashi (et al.)

Bootstrap Based Pattern Selection for Support Vector Regression

Pages 608-615

Kim, Dongil (et al.)

Tracking Topic Evolution in On-Line Postings: 2006 IBM Innovation Jam Data

Pages 616-625

Kobayashi, Mei (et al.)

PAID: Packet Analysis for Anomaly Intrusion Detection

Pages 626-633

Lee, Kuo-Chen (et al.)

A Comparison of Different Off-Centered Entropies to Deal with Class Imbalance for Decision Trees

Pages 634-643

Lenca, Philippe (et al.)

FIsViz: A Frequent Itemset Visualizer

Pages 644-652

Leung, Carson Kai-Sang (et al.)

A Tree-Based Approach for Frequent Pattern Mining from Uncertain Data

Pages 653-661

Leung, Carson Kai-Sang (et al.)

Connectivity Based Stream Clustering Using Localised Density Exemplars

Pages 662-672

Lühr, Sebastian (et al.)

Learning User Purchase Intent from User-Centric Data

Pages 673-680

Lukose, Rajan (et al.)

Query Expansion for the Language Modelling Framework Using the Naïve Bayes Assumption

Pages 681-688

Park, Laurence A. F. (et al.)

Fast Online Estimation of the Joint Probability Distribution

Pages 689-696

Patist, J. P.

Fast k Most Similar Neighbor Classifier for Mixed Data Based on Approximating and Eliminating

Pages 697-704

Hernández-Rodríguez, Selene (et al.)

Entity Network Prediction Using Multitype Topic Models

Pages 705-714

Shiozaki, Hitohiro (et al.)

Using Supervised and Unsupervised Techniques to Determine Groups of Patients with Different Doctor-Patient Stability

Pages 715-722

Siew, Eu-Gene (et al.)

Local Projection in Jumping Emerging Patterns Discovery in Transaction Databases

Pages 723-730

Terlecki, Pawel (et al.)

Applying Latent Semantic Indexing in Frequent Itemset Mining for Document Relation Discovery

Pages 731-738

Theeramunkong, Thanaruk (et al.)

G-TREACLE: A New Grid-Based and Tree-Alike Pattern Clustering Technique for Large Databases

Pages 739-748

Tsai, Cheng-Fa (et al.)

A Clustering-Oriented Star Coordinate Translation Method for Reliable Clustering Parameterization

Pages 749-758

Tsai, Chieh-Yuan (et al.)

Constrained Clustering for Gene Expression Data Mining

Pages 759-766

Tseng, Vincent S. (et al.)

Concept Lattice–Based Mutation Control for Reactive Motifs Discovery

Pages 767-776

Waiyamai, Kitsana (et al.)

Mining a Complete Set of Both Positive and Negative Association Rules from Large Databases

Pages 777-784

Wang, Hao (et al.)

Designing a System for a Process Parameter Determined through Modified PSO and Fuzzy Neural Network

Pages 785-794

Wong, Jui-Tsung (et al.)

Data-Aware Clustering Hierarchy for Wireless Sensor Networks

Pages 795-802

Wu, Xiaochen (et al.)

A More Topologically Stable Locally Linear Embedding Algorithm Based on R*-Tree

Pages 803-812

Xia, Tian (et al.)

Sparse Kernel-Based Feature Weighting

Pages 813-820

Yang, Shuang-Hong (et al.)

Term Committee Based Event Identification within News Topics

Pages 821-829

Zhang, Kuo (et al.)

Locally Linear Online Mapping for Mining Low-Dimensional Data Manifolds

Pages 830-838

Zheng, Huicheng (et al.)

A Creditable Subspace Labeling Method Based on D-S Evidence Theory

Pages 839-848

Zong, Yu (et al.)

Discovering New Orders of the Chemical Elements through Genetic Algorithms

Pages 849-857

Blansché, Alexandre (et al.)

What Is Frequent in a Single Graph?

Pages 858-863

Bringmann, Björn (et al.)

A Cluster-Based Genetic-Fuzzy Mining Approach for Items with Multiple Minimum Supports

Pages 864-869

Chen, Chun-Hao (et al.)

A Selective Classifier for Incomplete Data

Pages 870-876

Chen, Jingnian (et al.)

Detecting Near-Duplicates in Large-Scale Short Text Databases

Pages 877-883

Gong, Caichun (et al.)

Customer Churn Time Prediction in Mobile Telecommunication Industry Using Ordinal Regression

Pages 884-889

Gopal, Rupesh K. (et al.)

Rule Extraction with Rough-Fuzzy Hybridization Method

Pages 890-895

Hsieh, Nan-Chen

I/O Scalable Bregman Co-clustering

Pages 896-903

Hsu, Kuo-Wei (et al.)

Jumping Emerging Patterns with Occurrence Count in Image Classification

Pages 904-909

Kobyliński, Łukasz (et al.)

Mining Non-coincidental Rules without a User Defined Support Threshold

Pages 910-915

Koh, Yun Sing

Transaction Clustering Using a Seeds Based Approach

Pages 916-922

Koh, Yun Sing (et al.)

Using Ontology-Based User Preferences to Aggregate Rank Lists in Web Search

Pages 923-931

Li, Lin (et al.)

The Application of Echo State Network in Stock Data Mining

Pages 932-937

Lin, Xiaowei (et al.)

Text Categorization of Multilingual Web Pages in Specific Domain

Pages 938-944

Liu, Jicheng (et al.)

Efficient Joint Clustering Algorithms in Optimization and Geography Domains

Pages 945-950

Lo, Chia-Hao (et al.)

Active Learning with Misclassification Sampling Using Diverse Ensembles Enhanced by Unlabeled Instances

Pages 951-957

Long, Jun (et al.)

A New Model for Image Annotation

Pages 958-963

Marukatat, Sanparith

Unmixed Spectrum Clustering for Template Composition in Lung Sound Classification

Pages 964-969

Masada, Tomonari (et al.)

Forward Semi-supervised Feature Selection

Pages 970-976

Ren, Jiangtao (et al.)

Automatic Extraction of Basis Expressions That Indicate Economic Trends

Pages 977-984

Sakaji, Hiroki (et al.)

A New Framework for Taxonomy Discovery from Text

Pages 985-991

Sayed, Ahmad (et al.)

R-Map: Mapping Categorical Data for Clustering and Visualization Based on Reference Sets

Pages 992-998

Shen, Zhi-Yong (et al.)

Mining Changes in Patent Trends for Competitive Intelligence

Pages 999-1005

Shih, Meng-Jung (et al.)

Seeing Several Stars: A Rating Inference Task for a Document Containing Several Evaluation Criteria

Pages 1006-1014

Shimada, Kazutaka (et al.)

Structure-Based Hierarchical Transformations for Interactive Visual Exploration of Social Networks

Pages 1015-1021

Singh, Lisa (et al.)

CP-Tree: A Tree Structure for Single-Pass Frequent Pattern Mining

Pages 1022-1027

Tanbeer, Syed Khairuzzaman (et al.)

Combining Context and Existing Knowledge When Recognizing Biological Entities – Early Results

Pages 1028-1034

Timonen, Mika (et al.)

Semantic Video Annotation by Mining Association Patterns from Visual and Speech Features

Pages 1035-1041

Tseng, Vincent S. (et al.)

Cell-Based Outlier Detection Algorithm: A Fast Outlier Detection Algorithm for Large Datasets

Pages 1042-1048

Wan, You (et al.)

Fighting WebSpam: Detecting Spam on the Graph Via Content and Link Features

Pages 1049-1055

Yang, Yu-Jiu (et al.)

A Framework for Discovering Spatio-temporal Cohesive Networks

Pages 1056-1061

Yoo, Jin Soung (et al.)

Efficient Mining of Minimal Distinguishing Subgraph Patterns from Graph Databases

Pages 1062-1068

Zeng, Zhiping (et al.)

Combined Association Rule Mining

Pages 1069-1074

Zhang, Huaifeng (et al.)

Enriching WordNet with Folksonomies

Pages 1075-1080

Zheng, Hao (et al.)

A New Credit Scoring Method Based on Rough Sets and Decision Tree

Pages 1081-1089

Zhou, XiYue (et al.)

Analyzing the Propagation of Influence and Concept Evolution in Enterprise Social Networks through Centrality and Latent Semantic Analysis

Pages 1090-1098

Zhu, Weizhong (et al.)