December 2002, Volume 4, Issue 2

December 2002, Volume 4, Issue 2

  • Editorial []
  • Data Mining, National Security, Privacy and Civil Liberties [1]
  • The Inference Problem: A Survey [6]
  • Cryptographic Techniques for Privacy-Preserving Data Mining [12]
  • Database Privacy [20]
  • Tools for Privacy Preserving Data Mining [28]
  • Applying Data Mining to Intrusion Detection: The Quest for Automation, Efficiency, and Credibility [35]
  • Randomization in Privacy-Preserving Data Mining [43]
  • A Survey on Wavelet Applications in Data Mining [49]
  • A Perspective on Inductive Databases [69]
  • The True Lift Model - A Novel Data Mining Approach to Response Modeling in Database Marketing [78]
  • Background and Overview for KDD Cup 2002 Task 1: Information Extraction from Biomedical Articles [87]
  • Rule-based Extraction of Experimental Evidence in the Biomedical Domain - the KDD Cup (Task 1) [90]
  • A Machine Learning Approach for the Curation of Biomedical Literature - KDD Cup 2002 (Task 1) [93]
  • Automatic Scientific Text Classification Using Local Patterns: KDD CUP 2002 (Task 1) [95]
  • The Genomics of a Signaling Pathway: A KDD Cup Challenge Task [97]
  • One Class SVM for Yeast Regulation Prediction [99]
  • Predicting the Effects of Gene Deletion [101]
  • Combining Data and Text Mining Techniques for Yeast Gene Regulation Prediction: A Case Study [104]
  • Feature Engineering for a Gene Regulation Prediction Task [106]
  • P-tree Classification of Yeast Gene Deletion Data [108]
  • Report on the SIGKDD-2002 Panel The Perfect Data Mining Tool: Interactive or Automated [110]
  • BIOKDD 2002: Recent Advances in Data Mining for Bioinformatics [112]
  • KDD-2002 Workshop Report Fractals and Self-similarity in Data Mining: Issues and Approaches [115]
  • MDM/KDD2002: Multimedia Data Mining between Promises and Problems [118]
  • Multi-Relational Data Mining: a Workshop Report [122]
  • WEBKDD 2002 - Web Mining for Usage Patterns & Profiles [125]
  • The Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2003) []
  • Advertisements []

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June 2002, Volume 4, Issue 1

June 2002, Volume 4, Issue 1

  • Editorial []
  • Classification Trees for Problems with Monotonicity Constraints [1]
  • SPARTAN: Using Constrained Models for Guaranteed Error Semantic Compression [11]
  • Learning Missing Values from Summary Constraints [21]
  • Constrained Frequent Pattern Mining: A Pattern-Growth View [31]
  • Exploiting Succinct Constraints using FP-trees [40]
  • Is Pushing Constraints Deeply into the Mining Algorithms Really What We Want? [50]
  • J. Hipp and U. G√ľntzer [56]
  • Why so many clustering algorithms -- A Position Paper [65]
  • News, Events, and Announcements [76]

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January 2002, Volume 3, Issue 2

January 2002, Volume 3, Issue 2

  • Editorial []
  • Mining Data Streams under Block Evolution [1]
  • Towards Effective and Interpretable Data Mining by Visual Interaction [11]
  • Requirements for Clustering Data Streams [23]
  • Interactive Mining and Knowledge Reuse for the Closed-Itemset Incremental-Mining Problem [28]
  • MobiMine: Monitoring the Stock Market from a PDA [37]
  • KDD Cup 2001 Report [47]
  • MDM/KDD: Multimedia Data Mining for the Second Time [65]
  • Workshop Report: The Fourth Workshop on Mining Scientific Datasets [68]
  • Visual Data Mining -- KDD Workshop Report [70]
  • BIOKDD01: Workshop on Data Mining in Bioinformatics [71]
  • When and How to Subsample: Report on the KDD-2001 Panel [74]
  • Report on the SIGKDD 2001 Conference Panel "New Research Directions in KDD" [76]
  • VDM@ECML/PKDD2001: The International Workshop on Visual Data Mining at ECML/PKDD 2001 [78]

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July 2001, Volume 3, Issue 1

July 2001, Volume 3, Issue 1

  • What's Interesting About Cricket? -- On Thresholds and Anticipation in Discovered Rules [1]
  • Resource Description Framework: Metadata and Its Applications [6]
  • Towards Long Pattern Generation in Dense Databases [20]
  • A Preprocessing Scheme for High-Cardinality Categorical Attributes in Classification and Prediction Problems [27]
  • Genetic Subtyping using Cluster Analysis [33]
  • Report on the Workshop on Research Issues in Data Mining and Knowledge Discovery Workshop (DMKD 2001) [ [43]
  • KDnuggets Interview with Usama Fayyad [45]
  • KDnuggets Interview with Jesus Mena [49]

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December 2000, Volume 2, Issue 2

December 2000, Volume 2, Issue 2

  • Editorial []
  • Support Vector Machines: Hype or Hallelujah? [1]
  • Mining Frequent Patterns by Pattern-Growth: Methodology and Implications [14]
  • The Segment Support Map: Scalable Mining of Frequent Itemsets [21]
  • Mining Patterns in Long Sequential Data with Noise [ [28]
  • Distributed Data Clustering Can Be Efficient and Exact [34]
  • Scalable Data Mining with Model Constraints [39]
  • An Efficient Data Compression Approach to the Classification Task [49]
  • Systems Support for Scalable Data Mining [56]
  • Mining Frequent Patterns with Counting Inference [66]
  • Measuring Lift Quality in Database Marketing [76]
  • The UCI KDD Archive of Large Data Sets for Data Mining Research and Experimentation [81]
  • KDD-Cup 2000 Organizers' Report: Peeling the Onion [86]
  • Text Mining as Integration of Several Related Research Areas: Report on KDD'2000 Workshop on Text Mining [99]
  • Report on MDM/KDD2000: The 1st International Workshop on Multimedia Data Mining [103]
  • WEBKDD 2000 -- Web Mining for E-Commerce [106]
  • Report from the Workshop on Distributed and Parallel Knowledge Discovery, ACM SIGKDD-2000 [108]
  • Postprocessing in Machine Learning and Data Mining [110]
  • Report on the KDD2000 Panel Personalization and Data Mining: Exploring the Synergies [115]
  • News, Events, and Announcements [117]

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