↓ 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 BeatLex: Summarizing and Forecasting Time Series with Patterns
  3. Altmetric Badge
    Chapter 2 Behavioral Constraint Template-Based Sequence Classification
  4. Altmetric Badge
    Chapter 3 Efficient Sequence Regression by Learning Linear Models in All-Subsequence Space
  5. Altmetric Badge
    Chapter 4 Subjectively Interesting Connecting Trees
  6. Altmetric Badge
    Chapter 5 Malware Detection by Analysing Encrypted Network Traffic with Neural Networks
  7. Altmetric Badge
    Chapter 6 PEM: A Practical Differentially Private System for Large-Scale Cross-Institutional Data Mining
  8. Altmetric Badge
    Chapter 7 Bayesian Heatmaps: Probabilistic Classification with Multiple Unreliable Information Sources
  9. Altmetric Badge
    Chapter 8 Bayesian Inference for Least Squares Temporal Difference Regularization
  10. Altmetric Badge
    Chapter 9 Discovery of Causal Models that Contain Latent Variables Through Bayesian Scoring of Independence Constraints
  11. Altmetric Badge
    Chapter 10 Labeled DBN Learning with Community Structure Knowledge
  12. Altmetric Badge
    Chapter 11 Multi-view Generative Adversarial Networks
  13. Altmetric Badge
    Chapter 12 Online Sparse Collapsed Hybrid Variational-Gibbs Algorithm for Hierarchical Dirichlet Process Topic Models
  14. Altmetric Badge
    Chapter 13 PAC-Bayesian Analysis for a Two-Step Hierarchical Multiview Learning Approach
  15. Altmetric Badge
    Chapter 14 Partial Device Fingerprints
  16. Altmetric Badge
    Chapter 15 Robust Multi-view Topic Modeling by Incorporating Detecting Anomalies
  17. Altmetric Badge
    Chapter 16 A Regularization Method with Inference of Trust and Distrust in Recommender Systems
  18. Altmetric Badge
    Chapter 17 A Unified Contextual Bandit Framework for Long- and Short-Term Recommendations
  19. Altmetric Badge
    Chapter 18 Perceiving the Next Choice with Comprehensive Transaction Embeddings for Online Recommendation
  20. Altmetric Badge
    Chapter 19 Adaptive Skip-Train Structured Regression for Temporal Networks
  21. Altmetric Badge
    Chapter 20 ALADIN: A New Approach for Drug–Target Interaction Prediction
  22. Altmetric Badge
    Chapter 21 Co-Regularised Support Vector Regression
  23. Altmetric Badge
    Chapter 22 Online Regression with Controlled Label Noise Rate
  24. Altmetric Badge
    Chapter 23 Generalized Inverse Reinforcement Learning with Linearly Solvable MDP
  25. Altmetric Badge
    Chapter 24 Max K-Armed Bandit: On the ExtremeHunter Algorithm and Beyond
  26. Altmetric Badge
    Chapter 25 Variational Thompson Sampling for Relational Recurrent Bandits
  27. Altmetric Badge
    Chapter 26 Explaining Deviating Subsets Through Explanation Networks
  28. Altmetric Badge
    Chapter 27 Flash Points: Discovering Exceptional Pairwise Behaviors in Vote or Rating Data
  29. Altmetric Badge
    Chapter 28 A Multiscale Bezier-Representation for Time Series that Supports Elastic Matching
  30. Altmetric Badge
    Chapter 29 Arbitrated Ensemble for Time Series Forecasting
  31. Altmetric Badge
    Chapter 30 Cost Sensitive Time-Series Classification
  32. Altmetric Badge
    Chapter 31 Cost-Sensitive Perceptron Decision Trees for Imbalanced Drifting Data Streams
  33. Altmetric Badge
    Chapter 32 Efficient Temporal Kernels Between Feature Sets for Time Series Classification
  34. Altmetric Badge
    Chapter 33 Forecasting and Granger Modelling with Non-linear Dynamical Dependencies
  35. Altmetric Badge
    Chapter 34 Learning TSK Fuzzy Rules from Data Streams
  36. Altmetric Badge
    Chapter 35 Non-parametric Online AUC Maximization
  37. Altmetric Badge
    Chapter 36 On-Line Dynamic Time Warping for Streaming Time Series
  38. Altmetric Badge
    Chapter 37 PowerCast: Mining and Forecasting Power Grid Sequences
  39. Altmetric Badge
    Chapter 38 UAPD: Predicting Urban Anomalies from Spatial-Temporal Data
  40. Altmetric Badge
    Chapter 39 LKT-FM: A Novel Rating Pattern Transfer Model for Improving Non-overlapping Cross-Domain Collaborative Filtering
  41. Altmetric Badge
    Chapter 40 Distributed Multi-task Learning for Sensor Network
  42. Altmetric Badge
    Chapter 41 Learning Task Clusters via Sparsity Grouped Multitask Learning
  43. Altmetric Badge
    Chapter 42 Lifelong Learning with Gaussian Processes
  44. Altmetric Badge
    Chapter 43 Personalized Tag Recommendation for Images Using Deep Transfer Learning
  45. Altmetric Badge
    Chapter 44 Ranking Based Multitask Learning of Scoring Functions
  46. Altmetric Badge
    Chapter 45 Theoretical Analysis of Domain Adaptation with Optimal Transport
  47. Altmetric Badge
    Chapter 46 TSP: Learning Task-Specific Pivots for Unsupervised Domain Adaptation
  48. Altmetric Badge
    Chapter 47 $$k^2$$ k 2 -means for Fast and Accurate Large Scale Clustering
  49. Altmetric Badge
    Chapter 48 A Simple Exponential Family Framework for Zero-Shot Learning
  50. Altmetric Badge
    Chapter 49 DeepCluster: A General Clustering Framework Based on Deep Learning
  51. Altmetric Badge
    Chapter 50 Multi-view Spectral Clustering on Conflicting Views
  52. Altmetric Badge
    Chapter 51 Pivot-Based Distributed K-Nearest Neighbor Mining
Overall attention for this book and its chapters
Altmetric Badge

Mentioned by

twitter
9 tweeters

Citations

dimensions_citation
1 Dimensions

Readers on

mendeley
20 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 10.1007/978-3-319-71246-8
ISBNs
978-3-31-971245-1, 978-3-31-971246-8
Editors

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

Twitter Demographics

The data shown below were collected from the profiles of 9 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 20 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 20 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 7 35%
Student > Ph. D. Student 4 20%
Professor 2 10%
Student > Bachelor 1 5%
Researcher 1 5%
Other 1 5%
Unknown 4 20%
Readers by discipline Count As %
Computer Science 10 50%
Mathematics 2 10%
Engineering 2 10%
Chemistry 1 5%
Unknown 5 25%