↓ 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 Concentration Free Outlier Detection
  3. Altmetric Badge
    Chapter 2 Efficient Top Rank Optimization with Gradient Boosting for Supervised Anomaly Detection
  4. Altmetric Badge
    Chapter 3 Robust, Deep and Inductive Anomaly Detection
  5. Altmetric Badge
    Chapter 4 Sentiment Informed Cyberbullying Detection in Social Media
  6. Altmetric Badge
    Chapter 5 zooRank: Ranking Suspicious Entities in Time-Evolving Tensors
  7. Altmetric Badge
    Chapter 6 Alternative Semantic Representations for Zero-Shot Human Action Recognition
  8. Altmetric Badge
    Chapter 7 Early Active Learning with Pairwise Constraint for Person Re-identification
  9. Altmetric Badge
    Chapter 8 Guiding InfoGAN with Semi-supervision
  10. Altmetric Badge
    Chapter 9 Scatteract: Automated Extraction of Data from Scatter Plots
  11. Altmetric Badge
    Chapter 10 Unsupervised Diverse Colorization via Generative Adversarial Networks
  12. Altmetric Badge
    Chapter 11 Dynamic Ensemble Selection with Probabilistic Classifier Chains
  13. Altmetric Badge
    Chapter 12 Ensemble-Compression: A New Method for Parallel Training of Deep Neural Networks
  14. Altmetric Badge
    Chapter 13 Fast and Accurate Density Estimation with Extremely Randomized Cutset Networks
  15. Altmetric Badge
    Chapter 14 Deep Discrete Hashing with Self-supervised Pairwise Labels
  16. Altmetric Badge
    Chapter 15 Including Multi-feature Interactions and Redundancy for Feature Ranking in Mixed Datasets
  17. Altmetric Badge
    Chapter 16 Non-redundant Spectral Dimensionality Reduction
  18. Altmetric Badge
    Chapter 17 Rethinking Unsupervised Feature Selection: From Pseudo Labels to Pseudo Must-Links
  19. Altmetric Badge
    Chapter 18 SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble
  20. Altmetric Badge
    Chapter 19 Bayesian Nonlinear Support Vector Machines for Big Data
  21. Altmetric Badge
    Chapter 20 Entropic Trace Estimates for Log Determinants
  22. Altmetric Badge
    Chapter 21 Fair Kernel Learning
  23. Altmetric Badge
    Chapter 22 GaKCo: A Fast Gapped k-mer String Kernel Using Counting
  24. Altmetric Badge
    Chapter 23 Graph Enhanced Memory Networks for Sentiment Analysis
  25. Altmetric Badge
    Chapter 24 Kernel Sequential Monte Carlo
  26. Altmetric Badge
    Chapter 25 Learning Łukasiewicz Logic Fragments by Quadratic Programming
  27. Altmetric Badge
    Chapter 26 Nyström Sketches
  28. Altmetric Badge
    Chapter 27 Crossprop: Learning Representations by Stochastic Meta-Gradient Descent in Neural Networks
  29. Altmetric Badge
    Chapter 28 Distributed Stochastic Optimization of Regularized Risk via Saddle-Point Problem
  30. Altmetric Badge
    Chapter 29 Speeding up Hyper-parameter Optimization by Extrapolation of Learning Curves Using Previous Builds
  31. Altmetric Badge
    Chapter 30 Thompson Sampling for Optimizing Stochastic Local Search
  32. Altmetric Badge
    Chapter 31 Comparative Study of Inference Methods for Bayesian Nonnegative Matrix Factorisation
  33. Altmetric Badge
    Chapter 32 Content-Based Social Recommendation with Poisson Matrix Factorization
  34. Altmetric Badge
    Chapter 33 C-SALT: Mining Class-Specific ALTerations in Boolean Matrix Factorization
  35. Altmetric Badge
    Chapter 34 Feature Extraction for Incomplete Data via Low-rank Tucker Decomposition
  36. Altmetric Badge
    Chapter 35 Structurally Regularized Non-negative Tensor Factorization for Spatio-Temporal Pattern Discoveries
  37. Altmetric Badge
    Chapter 36 Attributed Graph Clustering with Unimodal Normalized Cut
  38. Altmetric Badge
    Chapter 37 K-Clique-Graphs for Dense Subgraph Discovery
  39. Altmetric Badge
    Chapter 38 Learning and Scaling Directed Networks via Graph Embedding
  40. Altmetric Badge
    Chapter 39 Local Lanczos Spectral Approximation for Community Detection
  41. Altmetric Badge
    Chapter 40 Regularizing Knowledge Graph Embeddings via Equivalence and Inversion Axioms
  42. Altmetric Badge
    Chapter 41 Survival Factorization on Diffusion Networks
  43. Altmetric Badge
    Chapter 42 The Network-Untangling Problem: From Interactions to Activity Timelines
  44. Altmetric Badge
    Chapter 43 TransT: Type-Based Multiple Embedding Representations for Knowledge Graph Completion
  45. Altmetric Badge
    Chapter 44 A Network Architecture for Multi-Multi-Instance Learning
  46. Altmetric Badge
    Chapter 45 Con-S2V: A Generic Framework for Incorporating Extra-Sentential Context into Sen2Vec
  47. Altmetric Badge
    Chapter 46 Deep Over-sampling Framework for Classifying Imbalanced Data
  48. Altmetric Badge
    Chapter 47 FCNN: Fourier Convolutional Neural Networks
  49. Altmetric Badge
    Chapter 48 Joint User Modeling Across Aligned Heterogeneous Sites Using Neural Networks
  50. Altmetric Badge
    Chapter 49 Sequence Generation with Target Attention
  51. Altmetric Badge
    Chapter 50 Wikipedia Vandal Early Detection: From User Behavior to User Embedding
Overall attention for this book and its chapters
Altmetric Badge

Mentioned by

news
1 news outlet
twitter
38 tweeters
patent
1 patent
facebook
1 Facebook page

Readers on

mendeley
11 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
Springer, Cham, January 2017
DOI 10.1007/978-3-319-71249-9
ISBNs
978-3-31-971248-2, 978-3-31-971249-9
Editors

Michelangelo Ceci, Jaakko Hollmén, Ljupčo Todorovski, Celine Vens, Sašo Džeroski

Twitter Demographics

The data shown below were collected from the profiles of 38 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 11 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 11 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 3 27%
Student > Master 2 18%
Student > Postgraduate 1 9%
Researcher 1 9%
Unknown 4 36%
Readers by discipline Count As %
Computer Science 5 45%
Engineering 2 18%
Unknown 4 36%