Advances in Knowledge Discovery and Data Mining

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 MalSpot: Multi2 Malicious Network Behavior Patterns Analysis
3. Altmetric Badge
   Chapter 2 Extracting Diverse Patterns with Unbalanced Concept Hierarchy
4. Altmetric Badge
   Chapter 3 Efficiently Depth-First Minimal Pattern Mining
5. Altmetric Badge
   Chapter 4 Fast Vertical Mining of Sequential Patterns Using Co-occurrence Information
6. Altmetric Badge
   Chapter 5 Balancing the Analysis of Frequent Patterns
7. Altmetric Badge
   Chapter 6 Balanced Seed Selection for Budgeted Influence Maximization in Social Networks
8. Altmetric Badge
   Chapter 7 Advances in Knowledge Discovery and Data Mining
9. Altmetric Badge
   Chapter 8 Detecting and Analyzing Influenza Epidemics with Social Media in China
10. Altmetric Badge
    Chapter 9 Analyzing Location Predictability on Location-Based Social Networks
11. Altmetric Badge
    Chapter 10 ReadBehavior: Reading Probabilities Modeling of Tweets via the Users’ Retweeting Behaviors
12. Altmetric Badge
    Chapter 11 Inferring Strange Behavior from Connectivity Pattern in Social Networks
13. Altmetric Badge
    Chapter 12 Inferring Attitude in Online Social Networks Based on Quadratic Correlation
14. Altmetric Badge
    Chapter 13 Hash-Based Stream LDA: Topic Modeling in Social Streams
15. Altmetric Badge
    Chapter 14 Two Sides of a Coin: Separating Personal Communication and Public Dissemination Accounts in Twitter
16. Altmetric Badge
    Chapter 15 Latent Features Based Prediction on New Users’ Tastes
17. Altmetric Badge
    Chapter 16 Supervised Nonlinear Factorizations Excel In Semi-supervised Regression
18. Altmetric Badge
    Chapter 17 Learning from Crowds under Experts’ Supervision
19. Altmetric Badge
    Chapter 18 A Robust Classifier for Imbalanced Datasets
20. Altmetric Badge
    Chapter 19 Signed-Error Conformal Regression
21. Altmetric Badge
    Chapter 20 Advances in Knowledge Discovery and Data Mining
22. Altmetric Badge
    Chapter 21 Mining Contrast Subspaces
23. Altmetric Badge
    Chapter 22 Forward Classification on Data Streams
24. Altmetric Badge
    Chapter 23 Shingled Graph Disassembly: Finding the Undecideable Path
25. Altmetric Badge
    Chapter 24 Collective Matrix Factorization of Predictors, Neighborhood and Targets for Semi-supervised Classification
26. Altmetric Badge
    Chapter 25 Ranking Tweets with Local and Global Consistency Using Rich Features
27. Altmetric Badge
    Chapter 26 Fast Triangle Core Decomposition for Mining Large Graphs
28. Altmetric Badge
    Chapter 27 Super-Graph Classification
29. Altmetric Badge
    Chapter 28 Subtopic Mining via Modifier Graph Clustering
30. Altmetric Badge
    Chapter 29 Advances in Knowledge Discovery and Data Mining
31. Altmetric Badge
    Chapter 30 Advances in Knowledge Discovery and Data Mining
32. Altmetric Badge
    Chapter 31 Efficiently and Fast Learning a Fine-grained Stochastic Blockmodel from Large Networks
33. Altmetric Badge
    Chapter 32 Advances in Knowledge Discovery and Data Mining
34. Altmetric Badge
    Chapter 33 Overlapping Communities for Identifying Misbehavior in Network Communications
35. Altmetric Badge
    Chapter 34 Fault-Tolerant Concept Detection in Information Networks
36. Altmetric Badge
    Chapter 35 Characterizing Temporal Anomalies in Evolving Networks
37. Altmetric Badge
    Chapter 36 An Integrated Model for User Attribute Discovery: A Case Study on Political Affiliation Identification
38. Altmetric Badge
    Chapter 37 Programmatic Buying Bidding Strategies with Win Rate and Winning Price Estimation in Real Time Mobile Advertising
39. Altmetric Badge
    Chapter 38 Self-training Temporal Dynamic Collaborative Filtering
40. Altmetric Badge
    Chapter 39 Data Augmented Maximum Margin Matrix Factorization for Flickr Group Recommendation
41. Altmetric Badge
    Chapter 40 A Graph Matching Method for Historical Census Household Linkage
42. Altmetric Badge
    Chapter 41 Intervention-Driven Predictive Framework for Modeling Healthcare Data
43. Altmetric Badge
    Chapter 42 Visual Analysis of Uncertainty in Trajectories
44. Altmetric Badge
    Chapter 43 Activity Recognition Using a Few Label Samples
45. Altmetric Badge
    Chapter 44 A Framework for Large-Scale Train Trip Record Analysis and Its Application to Passengers’ Flow Prediction after Train Accidents
46. Altmetric Badge
    Chapter 45 Patent Evaluation Based on Technological Trajectory Revealed in Relevant Prior Patents
47. Altmetric Badge
    Chapter 46 Deferentially Private Tagging Recommendation Based on Topic Model
48. Altmetric Badge
    Chapter 47 Matrix Factorization without User Data Retention
49. Altmetric Badge
    Chapter 48 Privacy-Preserving Collaborative Anomaly Detection for Participatory Sensing
50. Altmetric Badge
    Chapter 49 Privacy Preserving Publication of Locations Based on Delaunay Triangulation
51. Altmetric Badge
    Chapter 50 Advances in Knowledge Discovery and Data Mining