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Machine Learning and Knowledge Discovery in Databases

Overview of attention for book
Cover of 'Machine Learning and Knowledge Discovery in Databases'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Decomposition Algorithms for Training Large-Scale Semiparametric Support Vector Machines
  3. Altmetric Badge
    Chapter 2 A Convex Method for Locating Regions of Interest with Multi-instance Learning
  4. Altmetric Badge
    Chapter 3 Active Learning for Reward Estimation in Inverse Reinforcement Learning
  5. Altmetric Badge
    Chapter 4 Simulated Iterative Classification A New Learning Procedure for Graph Labeling
  6. Altmetric Badge
    Chapter 5 Graph-Based Discrete Differential Geometry for Critical Instance Filtering
  7. Altmetric Badge
    Chapter 6 Integrating Novel Class Detection with Classification for Concept-Drifting Data Streams
  8. Altmetric Badge
    Chapter 7 Neural Networks for State Evaluation in General Game Playing
  9. Altmetric Badge
    Chapter 8 Learning to Disambiguate Search Queries from Short Sessions
  10. Altmetric Badge
    Chapter 9 Dynamic Factor Graphs for Time Series Modeling
  11. Altmetric Badge
    Chapter 10 On Feature Selection, Bias-Variance, and Bagging
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    Chapter 11 Efficient Pruning Schemes for Distance-Based Outlier Detection
  13. Altmetric Badge
    Chapter 12 The Sensitivity of Latent Dirichlet Allocation for Information Retrieval
  14. Altmetric Badge
    Chapter 13 Efficient Decoding of Ternary Error-Correcting Output Codes for Multiclass Classification
  15. Altmetric Badge
    Chapter 14 The Model of Most Informative Patterns and Its Application to Knowledge Extraction from Graph Databases
  16. Altmetric Badge
    Chapter 15 Machine Learning and Knowledge Discovery in Databases
  17. Altmetric Badge
    Chapter 16 Mining Spatial Co-location Patterns with Dynamic Neighborhood Constraint
  18. Altmetric Badge
    Chapter 17 Classifier Chains for Multi-label Classification
  19. Altmetric Badge
    Chapter 18 Dependency Tree Kernels for Relation Extraction from Natural Language Text
  20. Altmetric Badge
    Chapter 19 Statistical Relational Learning with Formal Ontologies
  21. Altmetric Badge
    Chapter 20 Boosting Active Learning to Optimality: A Tractable Monte-Carlo, Billiard-Based Algorithm
  22. Altmetric Badge
    Chapter 21 Capacity Control for Partially Ordered Feature Sets
  23. Altmetric Badge
    Chapter 22 Reconstructing Data Perturbed by Random Projections When the Mixing Matrix Is Known
  24. Altmetric Badge
    Chapter 23 Identifying the Original Contribution of a Document via Language Modeling
  25. Altmetric Badge
    Chapter 24 Relaxed Transfer of Different Classes via Spectral Partition
  26. Altmetric Badge
    Chapter 25 Mining Databases to Mine Queries Faster
  27. Altmetric Badge
    Chapter 26 MACs: Multi-Attribute Co-clusters with High Correlation Information
  28. Altmetric Badge
    Chapter 27 Bi-directional Joint Inference for Entity Resolution and Segmentation Using Imperatively-Defined Factor Graphs
  29. Altmetric Badge
    Chapter 28 Latent Dirichlet Allocation for Automatic Document Categorization
  30. Altmetric Badge
    Chapter 29 New Regularized Algorithms for Transductive Learning
  31. Altmetric Badge
    Chapter 30 Enhancing the Performance of Centroid Classifier by ECOC and Model Refinement
  32. Altmetric Badge
    Chapter 31 Optimal Online Learning Procedures for Model-Free Policy Evaluation
  33. Altmetric Badge
    Chapter 32 Kernels for Periodic Time Series Arising in Astronomy
  34. Altmetric Badge
    Chapter 33 K-Subspace Clustering
  35. Altmetric Badge
    Chapter 34 Latent Dirichlet Bayesian Co-Clustering
  36. Altmetric Badge
    Chapter 35 Variational Graph Embedding for Globally and Locally Consistent Feature Extraction
  37. Altmetric Badge
    Chapter 36 Protein Identification from Tandem Mass Spectra with Probabilistic Language Modeling
  38. Altmetric Badge
    Chapter 37 Causality Discovery with Additive Disturbances: An Information-Theoretical Perspective
  39. Altmetric Badge
    Chapter 38 Subspace Regularization: A New Semi-supervised Learning Method
  40. Altmetric Badge
    Chapter 39 Heteroscedastic Probabilistic Linear Discriminant Analysis with Semi-supervised Extension
  41. Altmetric Badge
    Chapter 40 Semi-Supervised Multi-Task Regression
  42. Altmetric Badge
    Chapter 41 A Flexible and Efficient Algorithm for Regularized Fisher Discriminant Analysis
  43. Altmetric Badge
    Chapter 42 Debt Detection in Social Security by Sequence Classification Using Both Positive and Negative Patterns
  44. Altmetric Badge
    Chapter 43 Learning the Difference between Partially Observable Dynamical Systems
  45. Altmetric Badge
    Chapter 44 Universal Learning over Related Distributions and Adaptive Graph Transduction
  46. Altmetric Badge
    Chapter 45 The Feature Importance Ranking Measure
  47. Altmetric Badge
    Chapter 46 OTTHO: On the Tip of My THOught
  48. Altmetric Badge
    Chapter 47 Protecting Sensitive Topics in Text Documents with PROTEXTOR
  49. Altmetric Badge
    Chapter 48 Enhanced Web Page Content Visualization with Firefox
  50. Altmetric Badge
    Chapter 49 ClusTR: Exploring Multivariate Cluster Correlations and Topic Trends
  51. Altmetric Badge
    Chapter 50 Visual OntoBridge: Semi-automatic Semantic Annotation Software
  52. Altmetric Badge
    Chapter 51 Semi-automatic Categorization of Videos on VideoLectures.net
  53. Altmetric Badge
    Chapter 52 Discovering Patterns in Flows: A Privacy Preserving Approach with the ACSM Prototype
  54. Altmetric Badge
    Chapter 53 Using Temporal Language Models for Document Dating
  55. Altmetric Badge
    Chapter 54 Omiotis: A Thesaurus-Based Measure of Text Relatedness
  56. Altmetric Badge
    Chapter 55 Machine Learning and Knowledge Discovery in Databases
  57. Altmetric Badge
    Chapter 56 A Community-Based Platform for Machine Learning Experimentation
  58. Altmetric Badge
    Chapter 57 TeleComVis : Exploring Temporal Communities in Telecom Networks
Overall attention for this book and its chapters
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About this Attention Score

  • Good Attention Score compared to outputs of the same age (72nd percentile)
  • Above-average Attention Score compared to outputs of the same age and source (64th percentile)

Mentioned by

twitter
1 X user
patent
1 patent

Readers on

mendeley
16 Mendeley
Summary X Patents
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
Machine Learning and Knowledge Discovery in Databases
Published by
ADS, January 2009
DOI 10.1007/978-3-642-04174-7
ISBNs
978-3-64-204173-0, 978-3-64-204174-7
Editors

Wray Buntine, Marko Grobelnik, Dunja Mladenić, John Shawe-Taylor

View on publisher site
X Demographics

X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
 Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 16 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 16 100%

Demographic breakdown

Readers by professional status Count As %
Student > Bachelor 1 6%
Unknown 15 94%
Readers by discipline Count As %
Engineering 1 6%
Unknown 15 94%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 4. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 28 September 2016.
All research outputs
#7,629,858
of 26,017,215 outputs
Outputs from ADS
#6,476
of 27,022 outputs
Outputs of similar age
#47,168
of 189,349 outputs
Outputs of similar age from ADS
#219
of 690 outputs
Altmetric has tracked 26,017,215 research outputs across all sources so far. This one has received more attention than most of these and is in the 69th percentile.
So far Altmetric has tracked 27,022 research outputs from this source. They typically receive a little more attention than average, with a mean Attention Score of 5.1. This one has gotten more attention than average, scoring higher than 74% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 189,349 tracked outputs that were published within six weeks on either side of this one in any source. This one has gotten more attention than average, scoring higher than 72% of its contemporaries.
We're also able to compare this research output to 690 others from the same source and published within six weeks on either side of this one. This one has gotten more attention than average, scoring higher than 64% of its contemporaries.

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