Advances in Knowledge Discovery and Data Mining

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Discovering High Utility Itemsets Based on the Artificial Bee Colony Algorithm
3. Altmetric Badge
   Chapter 2 A Scalable and Efficient Subgroup Blocking Scheme for Multidatabase Record Linkage
4. Altmetric Badge
   Chapter 3 Efficient Feature Selection Framework for Digital Marketing Applications
5. Altmetric Badge
   Chapter 4 Dynamic Feature Selection Algorithm Based on Minimum Vertex Cover of Hypergraph
6. Altmetric Badge
   Chapter 5 Feature Selection for Multiclass Binary Data
7. Altmetric Badge
   Chapter 6 Scalable Model-Based Cascaded Imputation of Missing Data
8. Altmetric Badge
   Chapter 7 On Reducing Dimensionality of Labeled Data Efficiently
9. Altmetric Badge
   Chapter 8 Using Metric Space Indexing for Complete and Efficient Record Linkage
10. Altmetric Badge
    Chapter 9 Dimensionality Reduction via Community Detection in Small Sample Datasets
11. Altmetric Badge
    Chapter 10 An Interaction-Enhanced Feature Selection Algorithm
12. Altmetric Badge
    Chapter 11 An Extended Random-Sets Model for Fusion-Based Text Feature Selection
13. Altmetric Badge
    Chapter 12 Attribute Reduction Algorithm Based on Improved Information Gain Rate and Ant Colony Optimization
14. Altmetric Badge
    Chapter 13 Efficient Approximate Algorithms for the Closest Pair Problem in High Dimensional Spaces
15. Altmetric Badge
    Chapter 14 Efficient Compression Technique for Sparse Sets
16. Altmetric Badge
    Chapter 15 It Pays to Be Certain: Unsupervised Record Linkage via Ambiguity Minimization
17. Altmetric Badge
    Chapter 16 Consensus Community Detection in Multilayer Networks Using Parameter-Free Graph Pruning
18. Altmetric Badge
    Chapter 17 Community Discovery Based on Social Relations and Temporal-Spatial Topics in LBSNs
19. Altmetric Badge
    Chapter 18 A Unified Weakly Supervised Framework for Community Detection and Semantic Matching
20. Altmetric Badge
    Chapter 19 Tapping Community Memberships and Devising a Novel Homophily Modeling Approach for Trust Prediction
21. Altmetric Badge
    Chapter 20 Text-Visualizing Neural Network Model: Understanding Online Financial Textual Data
22. Altmetric Badge
    Chapter 21 MIDA: Multiple Imputation Using Denoising Autoencoders
23. Altmetric Badge
    Chapter 22 Dual Control Memory Augmented Neural Networks for Treatment Recommendations
24. Altmetric Badge
    Chapter 23 Denoising Time Series Data Using Asymmetric Generative Adversarial Networks
25. Altmetric Badge
    Chapter 24 Shared Deep Kernel Learning for Dimensionality Reduction
26. Altmetric Badge
    Chapter 25 CDSSD: Refreshing Single Shot Object Detection Using a Conv-Deconv Network
27. Altmetric Badge
    Chapter 26 Binary Classification of Sequences Possessing Unilateral Common Factor with AMS and APR
28. Altmetric Badge
    Chapter 27 Automating Reading Comprehension by Generating Question and Answer Pairs
29. Altmetric Badge
    Chapter 28 Emotion Classification with Data Augmentation Using Generative Adversarial Networks
30. Altmetric Badge
    Chapter 29 Trans2Vec: Learning Transaction Embedding via Items and Frequent Itemsets
31. Altmetric Badge
    Chapter 30 Detecting Complex Sensitive Information via Phrase Structure in Recursive Neural Networks
32. Altmetric Badge
    Chapter 31 A Distance Scaling Method to Improve Density-Based Clustering
33. Altmetric Badge
    Chapter 32 Neighbourhood Contrast: A Better Means to Detect Clusters Than Density
34. Altmetric Badge
    Chapter 33 Clustering of Multiple Density Peaks
35. Altmetric Badge
    Chapter 34 A New Local Density for Density Peak Clustering
36. Altmetric Badge
    Chapter 35 An Efficient Ranking-Centered Density-Based Document Clustering Method
37. Altmetric Badge
    Chapter 36 Fast Manifold Landmarking Using Locality-Sensitive Hashing
38. Altmetric Badge
    Chapter 37 Equitable Conceptual Clustering Using OWA Operator
39. Altmetric Badge
    Chapter 38 Unsupervised Extremely Randomized Trees
40. Altmetric Badge
    Chapter 39 Local Graph Clustering by Multi-network Random Walk with Restart
41. Altmetric Badge
    Chapter 40 Scalable Approximation Algorithm for Graph Summarization
42. Altmetric Badge
    Chapter 41 RIPEx: Extracting Malicious IP Addresses from Security Forums Using Cross-Forum Learning
43. Altmetric Badge
    Chapter 42 Pattern-Mining Based Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage
44. Altmetric Badge
    Chapter 43 A Privacy Preserving Bayesian Optimization with High Efficiency
45. Altmetric Badge
    Chapter 44 Randomizing SVM Against Adversarial Attacks Under Uncertainty
46. Altmetric Badge
    Chapter 45 One for the Road: Recommending Male Street Attire
47. Altmetric Badge
    Chapter 46 Context-Aware Location Annotation on Mobility Records Through User Grouping
48. Altmetric Badge
    Chapter 47 A Joint Optimization Approach for Personalized Recommendation Diversification
49. Altmetric Badge
    Chapter 48 Personalized Item-of-Interest Recommendation on Storage Constrained Smartphone Based on Word Embedding Quantization
50. Altmetric Badge
    Chapter 49 Topic-Specific Retweet Count Ranking for Weibo
51. Altmetric Badge
    Chapter 50 Motif-Aware Diffusion Network Inference
52. Altmetric Badge
    Chapter 51 Tri-Fly: Distributed Estimation of Global and Local Triangle Counts in Graph Streams
53. Altmetric Badge
    Chapter 52 WFSM-MaxPWS: An Efficient Approach for Mining Weighted Frequent Subgraphs from Edge-Weighted Graph Databases
54. Altmetric Badge
    Chapter 53 A Game-Theoretic Adversarial Approach to Dynamic Network Prediction
55. Altmetric Badge
    Chapter 54 Targeted Influence Minimization in Social Networks
56. Altmetric Badge
    Chapter 55 Maximizing Social Influence on Target Users
57. Altmetric Badge
    Chapter 56 Team Expansion in Collaborative Environments
58. Altmetric Badge
    Chapter 57 HashAlign: Hash-Based Alignment of Multiple Graphs
59. Altmetric Badge
    Chapter 58 Evaluating and Analyzing Reliability over Decentralized and Complex Networks
60. Altmetric Badge
    Chapter 59 Efficient Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs
61. Altmetric Badge
    Chapter 60 Forecasting Bitcoin Price with Graph Chainlets
62. Altmetric Badge
    Chapter 61 Information Propagation Trees for Protest Event Prediction
63. Altmetric Badge
    Chapter 62 Predictive Team Formation Analysis via Feature Representation Learning on Social Networks
64. Altmetric Badge
    Chapter 63 Leveraging Local Interactions for Geolocating Social Media Users
65. Altmetric Badge
    Chapter 64 Utilizing Sequences of Touch Gestures for User Verification on Mobile Devices