↓ Skip to main content

Methodologies for Knowledge Discovery and Data Mining

Overview of attention for book
Cover of 'Methodologies for Knowledge Discovery and Data Mining'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 KDD as an Enterprise IT Tool: Reality and Agenda
  3. Altmetric Badge
    Chapter 2 Computer Assisted Discovery of First Principle Equations from Numeric Data
  4. Altmetric Badge
    Chapter 3 Data Mining — a Rough Set Perspective
  5. Altmetric Badge
    Chapter 4 Data Mining Techniques for Associations, Clustering and Classification
  6. Altmetric Badge
    Chapter 5 Data Mining: Granular Computing Approach
  7. Altmetric Badge
    Chapter 6 Rule Extraction from Prediction Models
  8. Altmetric Badge
    Chapter 7 Mining Association Rules on Related Numeric Attributes
  9. Altmetric Badge
    Chapter 8 LGen — A Lattice-Based Candidate Set Generation Algorithm for I/O Efficient Association Rule Mining
  10. Altmetric Badge
    Chapter 9 Extending the Applicability of Association Rules
  11. Altmetric Badge
    Chapter 10 An Efficient Approach for Incremental Association Rule Mining
  12. Altmetric Badge
    Chapter 11 Association Rules in Incomplete Databases
  13. Altmetric Badge
    Chapter 12 Parallel SQL Based Association Rule Mining on Large Scale PC Cluster: Performance Comparison with Directly Coded C Implementation
  14. Altmetric Badge
    Chapter 13 H-Rule Mining in Heterogeneous Databases
  15. Altmetric Badge
    Chapter 14 An Improved Definition of Multidimensional Inter-transaction Association Rule
  16. Altmetric Badge
    Chapter 15 Incremental Discovering Association Rules: A Concept Lattice Approach
  17. Altmetric Badge
    Chapter 16 Induction as Pre-processing
  18. Altmetric Badge
    Chapter 17 Stochastic Attribute Selection Committees with Multiple Boosting: Learning More Accurate and More Stable Classifier Committees
  19. Altmetric Badge
    Chapter 18 On Information-Theoretic Measures of Attribute Importance
  20. Altmetric Badge
    Chapter 19 A Technique of Dynamic Feature Selection Using the Feature Group Mutual Information
  21. Altmetric Badge
    Chapter 20 A Data Pre-processing Method Using Association Rules of Attributes for Improving Decision Tree
  22. Altmetric Badge
    Chapter 21 An Algorithm for Constrained Association Rule Mining in Semi-structured Data
  23. Altmetric Badge
    Chapter 22 Incremental Mining of Schema for Semistructured Data
  24. Altmetric Badge
    Chapter 23 Discovering Structure from Document Databases
  25. Altmetric Badge
    Chapter 24 Combining Forecasts from Multiple Textual Data Sources
  26. Altmetric Badge
    Chapter 25 Domain Knowledge Extracting in a Chinese Natural Language Interface to Databases: NChiql
  27. Altmetric Badge
    Chapter 26 Evolutionary Hot Spots Data Mining
  28. Altmetric Badge
    Chapter 27 Efficient Search of Reliable Exceptions
  29. Altmetric Badge
    Chapter 28 Heuristics for Ranking the Interestingness of Discovered Knowledge
  30. Altmetric Badge
    Chapter 29 Automated Discovery of Plausible Rules Based on Rough Sets and Rough Inclusion
  31. Altmetric Badge
    Chapter 30 Discernibility System in Rough Sets
  32. Altmetric Badge
    Chapter 31 Automatic Labeling of Self-Organizing Maps: Making a Treasure-Map Reveal Its Secrets
  33. Altmetric Badge
    Chapter 32 Neural Network Based Classifiers for a Vast Amount of Data
  34. Altmetric Badge
    Chapter 33 Accuracy Tuning on Combinatorial Neural Model
  35. Altmetric Badge
    Chapter 34 A Situated Information Articulation Neural Network: VSF Network
  36. Altmetric Badge
    Chapter 35 Neural Method for Detection of Complex Patterns in Databases
  37. Altmetric Badge
    Chapter 36 Preserve Discovered Linguistic Patterns Valid in Volatility Data Environment
  38. Altmetric Badge
    Chapter 37 An Induction Algorithm Based on Fuzzy Logic Programming
  39. Altmetric Badge
    Chapter 38 Rule Discovery in Databases with Missing Values Based on Rough Set Model
  40. Altmetric Badge
    Chapter 39 Sustainability Knowledge Mining from Human Development Database
  41. Altmetric Badge
    Chapter 40 Characterization of Default Knowledge in Ripple Down Rules Method
  42. Altmetric Badge
    Chapter 41 Improving the Performance of Boosting for Naive Bayesian Classification
  43. Altmetric Badge
    Chapter 42 Convex Hulls in Concept Induction
  44. Altmetric Badge
    Chapter 43 Mining Classification Knowledge Based on Cloud Models
  45. Altmetric Badge
    Chapter 44 Robust Clusterin of Large Geo-referenced Data Sets
  46. Altmetric Badge
    Chapter 45 A Fast Algorithm for Density-Based Clustering in Large Database
  47. Altmetric Badge
    Chapter 46 A Lazy Model-Based Algorithm for On-Line Classification
  48. Altmetric Badge
    Chapter 47 An Efficient Space-Partitioning Based Algorithm for the K-Means Clustering
  49. Altmetric Badge
    Chapter 48 A Fast Clustering Process for Outliers and Remainder Clusters
  50. Altmetric Badge
    Chapter 49 Optimising the Distance Metric in the Nearest Neighbour Algorithm on a Real-World Patient Classification Problem
  51. Altmetric Badge
    Chapter 50 Classifying Unseen Cases with Many Missing Values
  52. Altmetric Badge
    Chapter 51 Study of a Mixed Similarity Measure for Classification and Clustering
  53. Altmetric Badge
    Chapter 52 Visually Aided Exploration of Interesting Association Rules
  54. Altmetric Badge
    Chapter 53 DVIZ: A System for Visualizing Data Mining
  55. Altmetric Badge
    Chapter 54 A Minimal Causal Model Learner
  56. Altmetric Badge
    Chapter 55 Efficient Graph-Based Algorithm for Discovering and Maintaining Knowledge in Large Databases
  57. Altmetric Badge
    Chapter 56 Basket Analysis for Graph Structured Data
  58. Altmetric Badge
    Chapter 57 The Evolution of Causal Models: A Comparison of Bayesian Metrics and Structure Priors
  59. Altmetric Badge
    Chapter 58 KD-FGS: A Knowledge Discovery System from Graph Data Using Formal Graph System
  60. Altmetric Badge
    Chapter 59 Probing Knowledge in Distributed Data Mining
  61. Altmetric Badge
    Chapter 60 Discovery of Equations and the Shared Operational Semantics in Distributed Autonomous Databases
  62. Altmetric Badge
    Chapter 61 The Data-Mining and the Technology of Agents to Fight the Illicit Electronic Messages
  63. Altmetric Badge
    Chapter 62 Knowledge Discovery in SportsFinder: An Agent to Extract Sports Results from the Web
  64. Altmetric Badge
    Chapter 63 Event Mining with Event Processing Networks
  65. Altmetric Badge
    Chapter 64 An Analysis of Quantitative Measures Associated with Rules
  66. Altmetric Badge
    Chapter 65 A Strong Relevant Logic Model of Epistemic Processes in Scientific Discovery
  67. Altmetric Badge
    Chapter 66 Discovering Conceptual Differences among Different People via Diverse Structures
  68. Altmetric Badge
    Chapter 67 Ordered Estimation of Missing Values
  69. Altmetric Badge
    Chapter 68 Prediction Rule Discovery Based on Dynamic Bias Selection
  70. Altmetric Badge
    Chapter 69 Discretization of Continuous Attributes for Learning Classification Rules
  71. Altmetric Badge
    Chapter 70 BRRA: A Based Relevant Rectangles Algorithm for Mining Relationships in Databases
  72. Altmetric Badge
    Chapter 71 Mining Functional Dependency Rule of Relational Database
  73. Altmetric Badge
    Chapter 72 Time-Series Prediction with Cloud Models in DMKD
Overall attention for this book and its chapters
Altmetric Badge

Mentioned by

wikipedia
1 Wikipedia page

Citations

dimensions_citation
13 Dimensions

Readers on

mendeley
5 Mendeley
You are seeing a free-to-access but limited selection of the activity Altmetric has collected about this research output. Click here to find out more.
Title
Methodologies for Knowledge Discovery and Data Mining
Published by
Springer Science & Business Media, April 1999
DOI 10.1007/3-540-48912-6
ISBNs
978-3-54-065866-5, 978-3-54-048912-2
Editors

Zhong, Ning, Zhou, Lizhu

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 5 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Italy 1 20%
Unknown 4 80%

Demographic breakdown

Readers by professional status Count As %
Researcher 2 40%
Student > Master 2 40%
Lecturer 1 20%
Readers by discipline Count As %
Unspecified 1 20%
Computer Science 1 20%
Social Sciences 1 20%
Chemistry 1 20%
Engineering 1 20%
Other 0 0%