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Machine Learning: ECML-94

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Cover of 'Machine Learning: ECML-94'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 47 Industrial applications of ML: Illustrations for the KAML dilemma and the CBR dream
  3. Altmetric Badge
    Chapter 48 Knowledge representation in machine learning
  4. Altmetric Badge
    Chapter 49 Inverting implication with small training sets
  5. Altmetric Badge
    Chapter 50 A context similarity measure
  6. Altmetric Badge
    Chapter 51 Incremental learning of control knowledge for nonlinear problem solving
  7. Altmetric Badge
    Chapter 52 Characterizing the applicability of classification algorithms using meta-level learning
  8. Altmetric Badge
    Chapter 53 Inductive learning of characteristic concept descriptions from small sets of classified examples
  9. Altmetric Badge
    Chapter 54 FOSSIL: A robust relational learner
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    Chapter 55 A multistrategy learning system and its integration into an interactive floorplanning tool
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    Chapter 56 Bottom-up induction of oblivious read-once decision graphs
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    Chapter 57 Estimating attributes: Analysis and extensions of RELIEF
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    Chapter 58 BMWk revisited generalization and formalization of an algorithm for detecting recursive relations in term sequences
  14. Altmetric Badge
    Chapter 59 An analytic and empirical comparison of two methods for discovering probabilistic causal relationships
  15. Altmetric Badge
    Chapter 60 Sample PAC-learnability in model inference
  16. Altmetric Badge
    Chapter 61 Averaging over decision stumps
  17. Altmetric Badge
    Chapter 62 Controlling constructive induction in CIPF: An MDL approach
  18. Altmetric Badge
    Chapter 63 Using constraints to building version spaces
  19. Altmetric Badge
    Chapter 64 On the utility of predicate invention in inductive logic programming
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    Chapter 65 Learning problem-solving concepts by reflecting on problem solving
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    Chapter 66 Existence and nonexistence of complete refinement operators
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    Chapter 67 A hybrid nearest-neighbor and nearest-hyperrectangle algorithm
  23. Altmetric Badge
    Chapter 68 Automated knowledge acquisition for Prospector-like expert systems
  24. Altmetric Badge
    Chapter 69 On the role of machine learning in knowledge-based control
  25. Altmetric Badge
    Chapter 70 Discovering dynamics with genetic programming
  26. Altmetric Badge
    Chapter 71 A geometric approach to feature selection
  27. Altmetric Badge
    Chapter 72 Identifying unrecognizable regular languages by queries
  28. Altmetric Badge
    Chapter 73 Intensional learning of logic programs
  29. Altmetric Badge
    Chapter 74 Partially isomorphic generalization and analogical reasoning
  30. Altmetric Badge
    Chapter 75 Learning from recursive, tree structured examples
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    Chapter 76 Concept formation in complex domains
  32. Altmetric Badge
    Chapter 77 An algorithm for learning hierarchical classifiers
  33. Altmetric Badge
    Chapter 78 Learning belief network structure from data under causal insufficiency
  34. Altmetric Badge
    Chapter 79 Cost-sensitive pruning of decision trees
  35. Altmetric Badge
    Chapter 80 An instance-based learning method for databases: An information theoretic approach
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    Chapter 81 Early screening for gastric cancer using machine learning techniques
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    Chapter 82 DP1: Supervised and unsupervised clustering
  38. Altmetric Badge
    Chapter 83 Using machine learning techniques to interpret results from discrete event simulation
  39. Altmetric Badge
    Chapter 84 Flexible integration of multiple learning methods into a problem solving architecture
  40. Altmetric Badge
    Chapter 85 Concept sublattices
  41. Altmetric Badge
    Chapter 86 The piecewise linear classifier DIPOL92
  42. Altmetric Badge
    Chapter 87 Complexity of computing generalized VC-dimensions
  43. Altmetric Badge
    Chapter 88 Learning relations without closing the world
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    Chapter 89 Properties of Inductive Logic Programming in function-free Horn logic
  45. Altmetric Badge
    Chapter 90 Representing biases for Inductive Logic Programming
  46. Altmetric Badge
    Chapter 91 Biases and their effects in Inductive Logic Programming
  47. Altmetric Badge
    Chapter 92 Inductive learning of normal clauses
Attention for Chapter 57: Estimating attributes: Analysis and extensions of RELIEF
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About this Attention Score

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  • High Attention Score compared to outputs of the same age and source (80th percentile)

Mentioned by

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2 Wikipedia pages

Citations

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15 Dimensions

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Chapter title
Estimating attributes: Analysis and extensions of RELIEF
Chapter number 57
Book title
Machine Learning: ECML-94
Published in
Lecture notes in computer science, April 1994
DOI 10.1007/3-540-57868-4_57
Book ISBNs
978-3-54-057868-0, 978-3-54-048365-6
Authors

Igor Kononenko, Kononenko, Igor

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 832 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Germany 9 1%
United States 6 <1%
Australia 4 <1%
Italy 3 <1%
United Kingdom 3 <1%
France 2 <1%
Netherlands 2 <1%
Malaysia 2 <1%
Brazil 2 <1%
Other 16 2%
Unknown 783 94%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 176 21%
Student > Master 167 20%
Researcher 79 9%
Student > Bachelor 51 6%
Student > Doctoral Student 43 5%
Other 142 17%
Unknown 174 21%
Readers by discipline Count As %
Computer Science 308 37%
Engineering 168 20%
Agricultural and Biological Sciences 24 3%
Medicine and Dentistry 17 2%
Business, Management and Accounting 16 2%
Other 93 11%
Unknown 206 25%
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 16 August 2023.
All research outputs
#6,940,716
of 22,757,090 outputs
Outputs from Lecture notes in computer science
#2,290
of 8,126 outputs
Outputs of similar age
#6,315
of 22,770 outputs
Outputs of similar age from Lecture notes in computer science
#1
of 5 outputs
Altmetric has tracked 22,757,090 research outputs across all sources so far. This one has received more attention than most of these and is in the 68th percentile.
So far Altmetric has tracked 8,126 research outputs from this source. They receive a mean Attention Score of 5.0. This one has gotten more attention than average, scoring higher than 70% 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 22,770 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 71% of its contemporaries.
We're also able to compare this research output to 5 others from the same source and published within six weeks on either side of this one. This one has scored higher than all of them