↓ Skip to main content

Knowledge Discovery in Databases: PKDD 2006

Overview of attention for book
Cover of 'Knowledge Discovery in Databases: PKDD 2006'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 On Temporal Evolution in Data Streams
  3. Altmetric Badge
    Chapter 2 The Future of CiteSeer: CiteSeer x
  4. Altmetric Badge
    Chapter 3 Learning to Have Fun
  5. Altmetric Badge
    Chapter 4 Winning the DARPA Grand Challenge
  6. Altmetric Badge
    Chapter 5 Challenges of Urban Sensing
  7. Altmetric Badge
    Chapter 6 SD-Map – A Fast Algorithm for Exhaustive Subgroup Discovery
  8. Altmetric Badge
    Chapter 7 Decision Trees for Hierarchical Multilabel Classification: A Case Study in Functional Genomics
  9. Altmetric Badge
    Chapter 8 Clustering Scientific Literature Using Sparse Citation Graph Analysis
  10. Altmetric Badge
    Chapter 9 VOGUE: A Novel Variable Order-Gap State Machine for Modeling Sequences
  11. Altmetric Badge
    Chapter 10 Don’t Be Afraid of Simpler Patterns
  12. Altmetric Badge
    Chapter 11 An Adaptive Prequential Learning Framework for Bayesian Network Classifiers
  13. Altmetric Badge
    Chapter 12 Adaptive Active Classification of Cell Assay Images
  14. Altmetric Badge
    Chapter 13 Learning Parameters in Entity Relationship Graphs from Ranking Preferences
  15. Altmetric Badge
    Chapter 14 Detecting Fraudulent Personalities in Networks of Online Auctioneers
  16. Altmetric Badge
    Chapter 15 Measuring Constraint-Set Utility for Partitional Clustering Algorithms
  17. Altmetric Badge
    Chapter 16 Discovery of Interesting Regions in Spatial Data Sets Using Supervised Clustering
  18. Altmetric Badge
    Chapter 17 Optimal String Mining Under Frequency Constraints
  19. Altmetric Badge
    Chapter 18 k -Anonymous Decision Tree Induction
  20. Altmetric Badge
    Chapter 19 Closed Sets for Labeled Data
  21. Altmetric Badge
    Chapter 20 Finding Trees from Unordered 0–1 Data
  22. Altmetric Badge
    Chapter 21 Web Communities Identification from Random Walks
  23. Altmetric Badge
    Chapter 22 Information Marginalization on Subgraphs
  24. Altmetric Badge
    Chapter 23 Why Does Subsequence Time-Series Clustering Produce Sine Waves?
  25. Altmetric Badge
    Chapter 24 Knowledge Discovery in Databases: PKDD 2006
  26. Altmetric Badge
    Chapter 25 Exploring Multiple Communities with Kernel-Based Link Analysis
  27. Altmetric Badge
    Chapter 26 Distribution Rules with Numeric Attributes of Interest
  28. Altmetric Badge
    Chapter 27 Tractable Models for Information Diffusion in Social Networks
  29. Altmetric Badge
    Chapter 28 Efficient Spatial Classification Using Decoupled Conditional Random Fields
  30. Altmetric Badge
    Chapter 29 Group SAX: Extending the Notion of Contrast Sets to Time Series and Multimedia Data
  31. Altmetric Badge
    Chapter 30 An Attacker’s View of Distance Preserving Maps for Privacy Preserving Data Mining
  32. Altmetric Badge
    Chapter 31 A Scalable Distributed Stream Mining System for Highway Traffic Data
  33. Altmetric Badge
    Chapter 32 K-Landmarks: Distributed Dimensionality Reduction for Clustering Quality Maintenance
  34. Altmetric Badge
    Chapter 33 The Discrete Basis Problem
  35. Altmetric Badge
    Chapter 34 Evaluation of Summarization Schemes for Learning in Streams
  36. Altmetric Badge
    Chapter 35 Efficient Mining of Correlation Patterns in Spatial Point Data
  37. Altmetric Badge
    Chapter 36 Improving Functional Modularity in Protein-Protein Interactions Graphs Using Hub-Induced Subgraphs
  38. Altmetric Badge
    Chapter 37 Refining Aggregate Conditions in Relational Learning
  39. Altmetric Badge
    Chapter 38 Measuring to Fit: Virtual Tailoring Through Cluster Analysis and Classification
  40. Altmetric Badge
    Chapter 39 RIVA: Indexing and Visualization of High-Dimensional Data Via Dimension Reorderings
  41. Altmetric Badge
    Chapter 40 Distributed Subgroup Mining
  42. Altmetric Badge
    Chapter 41 Network Flow for Collaborative Ranking
  43. Altmetric Badge
    Chapter 42 Finding Hierarchies of Subspace Clusters
  44. Altmetric Badge
    Chapter 43 Integrating Pattern Mining in Relational Databases
  45. Altmetric Badge
    Chapter 44 Discovering Patterns in Real-Valued Time Series
  46. Altmetric Badge
    Chapter 45 Classification of Dementia Types from Cognitive Profiles Data
  47. Altmetric Badge
    Chapter 46 When Efficient Model Averaging Out-Performs Boosting and Bagging
  48. Altmetric Badge
    Chapter 47 Peak-Jumping Frequent Itemset Mining Algorithms
  49. Altmetric Badge
    Chapter 48 Autonomous Visualization
  50. Altmetric Badge
    Chapter 49 Knowledge Discovery in Databases: PKDD 2006
  51. Altmetric Badge
    Chapter 50 Knowledge-Conscious Data Clustering
  52. Altmetric Badge
    Chapter 51 On the Lower Bound of Reconstruction Error for Spectral Filtering Based Privacy Preserving Data Mining
  53. Altmetric Badge
    Chapter 52 Frequent Pattern Discovery Without Binarization: Mining Attribute Profiles
  54. Altmetric Badge
    Chapter 53 Efficient Name Disambiguation for Large-Scale Databases
  55. Altmetric Badge
    Chapter 54 Adaptive Segmentation-Based Symbolic Representations of Time Series for Better Modeling and Lower Bounding Distance Measures
  56. Altmetric Badge
    Chapter 55 A Feature Generation Algorithm for Sequences with Application to Splice-Site Prediction
  57. Altmetric Badge
    Chapter 56 Discovering Image-Text Associations for Cross-Media Web Information Fusion
  58. Altmetric Badge
    Chapter 57 Mining Sequences of Temporal Intervals
  59. Altmetric Badge
    Chapter 58 Pattern Teams
  60. Altmetric Badge
    Chapter 59 Compression Picks Item Sets That Matter
  61. Altmetric Badge
    Chapter 60 Discovering Overlapping Communities of Named Entities
  62. Altmetric Badge
    Chapter 61 Closed Non-derivable Itemsets
  63. Altmetric Badge
    Chapter 62 Learning a Distance Metric for Object Identification Without Human Supervision
  64. Altmetric Badge
    Chapter 63 Towards Association Rules with Hidden Variables
  65. Altmetric Badge
    Chapter 64 A Data Mining Approach to the Joint Evaluation of Field and Manufacturing Data in Automotive Industry
  66. Altmetric Badge
    Chapter 65 Incremental Aspect Models for Mining Document Streams
  67. Altmetric Badge
    Chapter 66 Learning Approximate MRFs from Large Transaction Data
  68. Altmetric Badge
    Chapter 67 Similarity Search for Multi-dimensional NMR-Spectra of Natural Products
Attention for Chapter 42: Finding Hierarchies of Subspace Clusters
Altmetric Badge

Mentioned by

wikipedia
2 Wikipedia pages

Citations

dimensions_citation
4 Dimensions

Readers on

mendeley
46 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.
Chapter title
Finding Hierarchies of Subspace Clusters
Chapter number 42
Book title
Knowledge Discovery in Databases: PKDD 2006
Published in
Lecture notes in computer science, September 2006
DOI 10.1007/11871637_42
Book ISBNs
978-3-54-045374-1, 978-3-54-046048-0
Authors

Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Ina Müller-Gorman, Arthur Zimek

Mendeley readers

The data shown below were compiled from readership statistics for 46 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United States 3 7%
Iran, Islamic Republic of 1 2%
France 1 2%
Taiwan 1 2%
Cyprus 1 2%
Unknown 39 85%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 15 33%
Student > Master 10 22%
Researcher 9 20%
Other 2 4%
Student > Bachelor 2 4%
Other 5 11%
Unknown 3 7%
Readers by discipline Count As %
Computer Science 27 59%
Engineering 5 11%
Biochemistry, Genetics and Molecular Biology 3 7%
Agricultural and Biological Sciences 2 4%
Physics and Astronomy 2 4%
Other 4 9%
Unknown 3 7%