↓ Skip to main content

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 Efficient Planning in Large POMDPs through Policy Graph Based Factorized Approximations
  3. Altmetric Badge
    Chapter 2 Unsupervised Trajectory Sampling
  4. Altmetric Badge
    Chapter 3 Fast Extraction of Locally Optimal Patterns Based on Consistent Pattern Function Variations
  5. Altmetric Badge
    Chapter 4 Machine Learning and Knowledge Discovery in Databases
  6. Altmetric Badge
    Chapter 5 Learning with Ensembles of Randomized Trees : New Insights
  7. Altmetric Badge
    Chapter 6 Entropy and Margin Maximization for Structured Output Learning
  8. Altmetric Badge
    Chapter 7 Virus Propagation on Time-Varying Networks: Theory and Immunization Algorithms
  9. Altmetric Badge
    Chapter 8 Adapting Decision DAGs for Multipartite Ranking
  10. Altmetric Badge
    Chapter 9 Fast and Scalable Algorithms for Semi-supervised Link Prediction on Static and Dynamic Graphs
  11. Altmetric Badge
    Chapter 10 Modeling Relations and Their Mentions without Labeled Text
  12. Altmetric Badge
    Chapter 11 An Efficient and Scalable Algorithm for Local Bayesian Network Structure Discovery
  13. Altmetric Badge
    Chapter 12 Selecting Information Diffusion Models over Social Networks for Behavioral Analysis
  14. Altmetric Badge
    Chapter 13 Learning Sparse Gaussian Markov Networks Using a Greedy Coordinate Ascent Approach
  15. Altmetric Badge
    Chapter 14 Online Structural Graph Clustering Using Frequent Subgraph Mining
  16. Altmetric Badge
    Chapter 15 Large-Scale Support Vector Learning with Structural Kernels
  17. Altmetric Badge
    Chapter 16 Synchronization Based Outlier Detection
  18. Altmetric Badge
    Chapter 17 Laplacian Spectrum Learning
  19. Altmetric Badge
    Chapter 18 k-Version-Space Multi-class Classification Based on k-Consistency Tests
  20. Altmetric Badge
    Chapter 19 Complexity Bounds for Batch Active Learning in Classification
  21. Altmetric Badge
    Chapter 20 Semi-supervised Projection Clustering with Transferred Centroid Regularization
  22. Altmetric Badge
    Chapter 21 Permutation Testing Improves Bayesian Network Learning
  23. Altmetric Badge
    Chapter 22 Example-dependent Basis Vector Selection for Kernel-Based Classifiers
  24. Altmetric Badge
    Chapter 23 Surprising Patterns for the Call Duration Distribution of Mobile Phone Users
  25. Altmetric Badge
    Chapter 24 Variational Bayesian Mixture of Robust CCA Models
  26. Altmetric Badge
    Chapter 25 Adverse Drug Reaction Mining in Pharmacovigilance Data Using Formal Concept Analysis
  27. Altmetric Badge
    Chapter 26 Topic Models Conditioned on Relations
  28. Altmetric Badge
    Chapter 27 Shift-Invariant Grouped Multi-task Learning for Gaussian Processes
  29. Altmetric Badge
    Chapter 28 Nonparametric Bayesian Clustering Ensembles
  30. Altmetric Badge
    Chapter 29 Directed Graph Learning via High-Order Co-linkage Analysis
  31. Altmetric Badge
    Chapter 30 Incorporating Domain Models into Bayesian Optimization for RL
  32. Altmetric Badge
    Chapter 31 Efficient and Numerically Stable Sparse Learning
  33. Altmetric Badge
    Chapter 32 Fast Active Exploration for Link-Based Preference Learning Using Gaussian Processes
  34. Altmetric Badge
    Chapter 33 Many-to-Many Graph Matching: A Continuous Relaxation Approach
  35. Altmetric Badge
    Chapter 34 Competitive Online Generalized Linear Regression under Square Loss
  36. Altmetric Badge
    Chapter 35 Cross Validation Framework to Choose amongst Models and Datasets for Transfer Learning
  37. Altmetric Badge
    Chapter 36 Fast, Effective Molecular Feature Mining by Local Optimization
  38. Altmetric Badge
    Chapter 37 AnswerArt - Contextualized Question Answering
  39. Altmetric Badge
    Chapter 38 Real-Time News Recommender System
  40. Altmetric Badge
    Chapter 39 Machine Learning and Knowledge Discovery in Databases
  41. Altmetric Badge
    Chapter 40 NewsGist: A Multilingual Statistical News Summarizer
  42. Altmetric Badge
    Chapter 41 QUEST: Query Expansion Using Synonyms over Time
  43. Altmetric Badge
    Chapter 42 Flu Detector - Tracking Epidemics on Twitter
  44. Altmetric Badge
    Chapter 43 X-SDR: An Extensible Experimentation Suite for Dimensionality Reduction
  45. Altmetric Badge
    Chapter 44 SOREX: Subspace Outlier Ranking Exploration Toolkit
  46. Altmetric Badge
    Chapter 45 KDTA: Automated Knowledge-Driven Text Annotation
  47. Altmetric Badge
    Chapter 46 Machine Learning and Knowledge Discovery in Databases
  48. Altmetric Badge
    Chapter 47 Experience STORIES: A Visual News Search and Summarization System
  49. Altmetric Badge
    Chapter 48 Exploring Real Mobility Data with M-Atlas
Overall attention for this book and its chapters
Altmetric Badge

About this Attention Score

  • Average Attention Score compared to outputs of the same age
  • Above-average Attention Score compared to outputs of the same age and source (52nd percentile)

Mentioned by

twitter
3 tweeters

Readers on

mendeley
13 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
Machine Learning and Knowledge Discovery in Databases
Published by
ADS, August 2010
DOI 10.1007/978-3-642-15939-8
ISBNs
978-3-64-215938-1, 978-3-64-215939-8
Editors

Balcázar, José Luis, Bonchi, Francesco, Gionis, Aristides, Sebag, Michèle

Twitter Demographics

The data shown below were collected from the profiles of 3 tweeters who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 13 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 13 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 2 15%
Researcher 2 15%
Unknown 9 69%
Readers by discipline Count As %
Mathematics 2 15%
Computer Science 1 8%
Physics and Astronomy 1 8%
Unknown 9 69%

Attention Score in Context

This research output has an Altmetric Attention Score of 2. 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 06 July 2020.
All research outputs
#9,111,040
of 15,606,134 outputs
Outputs from ADS
#20,599
of 29,555 outputs
Outputs of similar age
#144,437
of 280,082 outputs
Outputs of similar age from ADS
#89
of 189 outputs
Altmetric has tracked 15,606,134 research outputs across all sources so far. This one is in the 41st percentile – i.e., 41% of other outputs scored the same or lower than it.
So far Altmetric has tracked 29,555 research outputs from this source. They receive a mean Attention Score of 4.3. This one is in the 30th percentile – i.e., 30% of its peers scored the same or lower than it.
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 280,082 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 47th percentile – i.e., 47% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 189 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 52% of its contemporaries.