June 2006, Volume 8, Issue 1
- Introduction to the Special Issue on Successful Real-World Data Mining Applications [1]
- Data Mining for Improved Cardiac Care [3]
- Closing the Gap: Automated Screening of Tax Returns to Identify Egregious Tax Shelters [11]
- Blocking Objectionable Web Content by Leveraging Multiple Information Source [17]
- Championing an LTV Model for an LTC [27]
- Mining Source Code Elements for Comprehending Object-Oriented Systems and Evaluating Their Maintainability [33]
- Text Mining for Product Attribute Extraction [41]
- Service Quality Improvement Through Business Process Management based on Data Mining [49]
- Market Basket Recommendations for the HP SMB Store [57]
- Revenue Recovering with Insolvency Prevention on a Brazilian Telecom Operator [65]
- Data-driven Modeling and Prediction of Acute Toxicity of Pesticide Residues [71]
- Spatial Data Mining to Support Pandemic Preparedness [80]
- The Problem of Disguised Missing Data [83]
- Frequent closed itemset based algorithms: A thorough structural and analytical survey [93]
December 2005, Volume 7, Issue 2
- Letter from the editor-in-chief [1]
- Introduction: Special Issue on Link Mining [1]
- Link Mining: A Survey [3]
- Sampling Algorithms for Pure Network Topologies [13]
- Prediction and Ranking Algorithms for Event-Based Network Data [23]
- Dynamic Social Network Analysis using Latent Space Models [31]
- The Case for Anomalous Link Discovery [41]
- Relevance Search and Anomaly Detection in Bipartite Graphs [48]
- Discovering Informative Connection Subgraphs in Multi-Relational Graphs [56]
- Comparison of Graph-Based and Logic-Based Multi-Relational Data Mining [64]
- Privacy-Enhanced Linking [72]
- Link Mining Applications: Progress and Challenges [76]
- Interview with Usama Fayyad, Yahoo Chief Data Officer [84]
- KDD CUP-2005 Report: Facing a Great Challenge [91]
- Q2C@UST: Our Winning Solution to Query Classification in KDDCUP 2005 [100]
- The Ferrety Algorithm for the KDD Cup 2005 Problem [111]
- Classifying Search Engine Queries Using the Web as Background Knowledge [117]
- KDD-2005 Workshop Report Link Discovery: Issues, Approaches and Application [123]
- MultiRelational Data Mining 2005: Workshop Report [126]
- BIOKDD 2005 Workshop Report [129]
- Data Mining Methods for Anomaly Detection KDD-2005 Workshop Report [132]
- Data Mining Standards, Services and Platforms 2005 Workshop Report [137]
- WebKDD 2005 - Web Mining and Web Usage Analysis Post-Workshop report [139]
- Open Source Data Mining: Workshop Report [143]
- Report on UBDM-05: Workshop on Utility-Based Data Mining [145]
- The 6th International Workshop on Multimedia Data Mining (MDM/KDD2005) [148]
- Association against Dissociation: some pragmatic considerations for Frequent Itemset generation under Fixed and Variable Thresholds [151]
June 2005, Volume 7, Issue 1
- Text Mining and Natural Language Processing Introduction for the Special Issue [1]
- Mining Knowledge from Text Using Information Extraction [3]
- Instance Filtering for Entity Recognition [11]
- Chinese Named Entity Recognition using Lexicalized HMMs [19]
- Distributed Higher Order Association Rule Mining Using Information Extracted from Textual Data [26]
- Support Vector Machines Classification with A Very Large-scale Taxonomy [36]
- Mining Logs Files for DataDriven System Management [44]
- A baseline feature set for learning rhetorical zones using full articles in the biomedical domain [52]
- Using Text Mining and Natural Language Processing for Health Care Claims Processing [59]
- Extracting Statistical Data Frames from Text [67]
- Generalized Naive Bayes Classifiers [76]
December 2004, Volume 6, Issue 2
- Editorial: Special Issue on Web Content Mining [1]
- Extracting Relational Data from HTML Repositories [5]
- Learning Important Models for Web Page Blocks based on Layout and Content Analysis [14]
- Learning by Googling [24]
- Correlating Summarization of Multi-source News with K-way Graph Bi-clustering [34]
- Information Diffusion Through Blogspace [43]
- Mining Structures for Semantics [53]
- Learning to Extract Information from Large Domain-specific Websites using Sequential Models [61]
- Mining Semantics for Large Scale Integration on the Web: Evidences, Insights, and Challenges [67]
- A Critical Review of Multi-Objective Optimization in Data Mining: A Position Paper [77]
- Subspace Clustering for High Dimensional Categorical Data [87]
- KDD Cup 2004: Results and Analysis [95]
- Anti-matter detection: Particle Physics Model for KDD Cup 2004 [109]
- KDD Physics Task - Discussion of Modeling Approaches [113]
- Quick and Dirty Quantum Predictions with FIRMplus [115]
- The Weka Solution to the 2004 KDD Cup [117]
- A Block-Based Support Vector Machine Approach to the Protein Homology Prediction Task in KDD Cup 2004 [120]
- Protein Matching With Custom Neural Network Objective Functions [125]
- KDD-Cup 2004 - Protein Homology Task [128]
- Report on KDD Conference 2004 Panel Discussion: Can Natural Language Processing Help Text Mining? [132]
- Overview of the ACM SIGKDD 2004 Workshops [134]
- KDD-2004 Workshop Report: Link Analysis and Group Detection (LinkKDD-2004) [136]
- MultiRelational Data Mining 2004: Workshop Report [140]
- A Workshop Report: Mining for and from the Semantic Web at KDD 2004 [142]
- The 5th International Workshop on Multimedia Data Mining (MDM/KDD2004) [144]
- WebKDD 2004 - Web Mining and Web Usage Analysis Post-Workshop report [147]
- The Third SIGKDD Workshop on Mining Temporal and Sequential Data (KDD/TDM 2004) [152]
- Report on BIOKDD04: Workshop on Data Mining in Bioinformatics [153]
- A Report on the Fourth International Workshop on Environmental Applications of Machine Learning (EAML 2004) [155]
- Data Mining Standards, Services, and Platforms 2004 (DMSSP 2004) [157]
- The 1st Workshop on ROC Analysis in Artificial Intelligence (ROCAI-2004) [159]
June 2004, Volume 6, Issue 1
- Editorial [1]
- Mining with Rarity: A Unifying Framework [7]
- A Study of the Behavior of Several Methods for Balancing Machine Learning Training Data [20]
- Learning from Imbalanced Data Sets with Boosting and Data Generation: The DataBoost-IM Approach [30]
- Class Imbalances versus Small Disjuncts [40]
- Minority Report in Fraud Detection: Classification of Skewed Data [50]
- Extreme Rebalancing for SVMs: a case study [60]
- A Multistrategy Approach for Digital Text Categorization from Imbalanced Documents [70]
- Feature Selection for Text Categorization on Imbalanced Data [80]
- Subspace Clustering for High Dimensional Data: A Review [90]
- MDM/KDD2003: Multimedia Data Mining [106]
- Advances in Frequent Itemset Mining Implementations: Report on FIMI 03 (FIMI Repository) [109]