Rough Sets and Current Trends in Computing

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 In Pursuit of Patterns in Data Reasoning from Data - The Rough Set Way
3. Altmetric Badge
   Chapter 2 Toward a Theory of Hierarchical Definability (THD)
4. Altmetric Badge
   Chapter 3 Modelling Biological Phenomena with Rough Sets
5. Altmetric Badge
   Chapter 4 Database Mining on Derived Attributes Granular and Rough Computing Approach
6. Altmetric Badge
   Chapter 5 A Proposed Evolutionary, Self-Organizing Automaton for the Control of Dynamic Systems
7. Altmetric Badge
   Chapter 6 Rough Set Analysis of Preference-Ordered Data
8. Altmetric Badge
   Chapter 7 Fuzzy Sets, Multi-valued Mappings, and Rough Sets
9. Altmetric Badge
   Chapter 8 Investigating the Choice of l and u Values in the Extended Variable Precision Rough Sets Model
10. Altmetric Badge
    Chapter 9 A Quantitative Analysis of Preclusivity vs. Similarity Based Rough Approximations
11. Altmetric Badge
    Chapter 10 Heyting Wajsberg Algebras as an Abstract Environment Linking Fuzzy and Rough Sets
12. Altmetric Badge
    Chapter 11 Dominance-Based Rough Set Approach Using Possibility and Necessity Measures
13. Altmetric Badge
    Chapter 12 Generalized Decision Algorithms, Rough Inference Rules, and Flow Graphs
14. Altmetric Badge
    Chapter 13 Generalized Rough Sets and Rule Extraction
15. Altmetric Badge
    Chapter 14 Towards a Mereological System for Direct Products and Relations
16. Altmetric Badge
    Chapter 15 On the Structure of Rough Approximations
17. Altmetric Badge
    Chapter 16 Modification of Weights of Conflict Profile’s Elements and Dependencies of Attributes in Consensus Model
18. Altmetric Badge
    Chapter 17 Reasoning about Information Granules Based on Rough Logic
19. Altmetric Badge
    Chapter 18 A Rough Set Framework for Learning in a Directed Acyclic Graph
20. Altmetric Badge
    Chapter 19 On Compressible Information Systems
21. Altmetric Badge
    Chapter 20 Functional Dependencies in Relational Expressions Based on Or-Sets
22. Altmetric Badge
    Chapter 21 On Asymptotic Properties of Rough— Set— Theoretic Approximations. Fractal Dimension, Exact Sets, and Rough Inclusion in Potentially Infinite Information Systems
23. Altmetric Badge
    Chapter 22 About Tolerance and Similarity Relations in Information Systems
24. Altmetric Badge
    Chapter 23 Rough Sets, Guarded Command Language, and Decision Rules
25. Altmetric Badge
    Chapter 24 Collaborative Query Processing in DKS Controlled by Reducts
26. Altmetric Badge
    Chapter 25 A New Method for Determining of Extensions and Restrictions of Information Systems
27. Altmetric Badge
    Chapter 26 A Logic Programming Framework for Rough Sets
28. Altmetric Badge
    Chapter 27 Attribute Core of Decision Table
29. Altmetric Badge
    Chapter 28 Signal Analysis Using Rough Integrals
30. Altmetric Badge
    Chapter 29 How Much Privacy? — A System to Safe Guard Personal Privacy while Releasing Databases
31. Altmetric Badge
    Chapter 30 Rough Clustering: An Alternative to Find Meaningful Clusters by Using the Reducts from a Dataset
32. Altmetric Badge
    Chapter 31 Concept Learning with Approximation: Rough Version Spaces
33. Altmetric Badge
    Chapter 32 Variable Consistency Monotonic Decision Trees
34. Altmetric Badge
    Chapter 33 Importance and Interaction of Conditions in Decision Rules
35. Altmetric Badge
    Chapter 34 Time Complexity of Rough Clustering: GAs versus K-Means
36. Altmetric Badge
    Chapter 35 Induction of Decision Rules and Classification in the Valued Tolerance Approach
37. Altmetric Badge
    Chapter 36 Time Series Model Mining with Similarity-Based Neuro-fuzzy Networks and Genetic Algorithms: A Parallel Implementation
38. Altmetric Badge
    Chapter 37 Closeness of Performance Map Information Granules: A Rough Set Approach
39. Altmetric Badge
    Chapter 38 Granular Computing on Binary Relations Analysis of Conflict and Chinese Wall Security Policy
40. Altmetric Badge
    Chapter 39 Measures of Inclusion and Closeness of Information Granules: A Rough Set Approach
41. Altmetric Badge
    Chapter 40 Rough Neurocomputing: A Survey of Basic Models of Neurocomputation
42. Altmetric Badge
    Chapter 41 Rough Neurocomputing Based on Hierarchical Classifiers
43. Altmetric Badge
    Chapter 42 Using Granular Objects in Multi-source Data Fusion
44. Altmetric Badge
    Chapter 43 Induction of Classification Rules by Granular Computing
45. Altmetric Badge
    Chapter 44 Acquisition Methods for Contextual Weak Independence
46. Altmetric Badge
    Chapter 45 A Method for Detecting Context-Specific Independence in Conditional Probability Tables
47. Altmetric Badge
    Chapter 46 Properties of Weak Conditional Independence
48. Altmetric Badge
    Chapter 47 A Proposal of Probability of Rough Event Based on Probability of Fuzzy Event
49. Altmetric Badge
    Chapter 48 Approximate Bayesian Network Classifiers
50. Altmetric Badge
    Chapter 49 Accuracy and Coverage in Rough Set Rule Induction
51. Altmetric Badge
    Chapter 50 Statistical Test for Rough Set Approximation Based on Fisher’s Exact Test
52. Altmetric Badge
    Chapter 51 Triangulation of Bayesian Networks: A Relational Database Perspective
53. Altmetric Badge
    Chapter 52 A New Version of Rough Set Exploration System
54. Altmetric Badge
    Chapter 53 Local Attribute Value Grouping for Lazy Rule Induction
55. Altmetric Badge
    Chapter 54 Incomplete Data Decomposition for Classification
56. Altmetric Badge
    Chapter 55 Extension of Relational Management Systems with Data Mining Capabilities
57. Altmetric Badge
    Chapter 56 Reducing Number of Decision Rules by Joining
58. Altmetric Badge
    Chapter 57 Scalable Classification Method Based on Rough Sets
59. Altmetric Badge
    Chapter 58 Parallel Data Mining Experimentation Using Flexible Configurations
60. Altmetric Badge
    Chapter 59 An Optimization of Apriori Algorithm through the Usage of Parallel I/O and Hints
61. Altmetric Badge
    Chapter 60 Patterns in Information Maps
62. Altmetric Badge
    Chapter 61 Discernibility Matrix Approach to Exception Analysis
63. Altmetric Badge
    Chapter 62 Gastric Cancer Data Mining with Ordered Information
64. Altmetric Badge
    Chapter 63 A Granular Approach for Analyzing the Degree of Affability of a Web Site
65. Altmetric Badge
    Chapter 64 Comparison of Classification Methods for Customer Attrition Analysis
66. Altmetric Badge
    Chapter 65 User Profile Model: A View from Artificial Intelligence
67. Altmetric Badge
    Chapter 66 Mining the Client’s Life Cycle Behaviour in the Web
68. Altmetric Badge
    Chapter 67 PagePrompter: An Intelligent Web Agent Created Using Data Mining Techniques
69. Altmetric Badge
    Chapter 68 VPRSM Approach to WEB Searching
70. Altmetric Badge
    Chapter 69 Rough Set Approach to the Survival Analysis
71. Altmetric Badge
    Chapter 70 The Identification of Low-Paying Workplaces: An Analysis Using the Variable Precision Rough Sets Model
72. Altmetric Badge
    Chapter 71 A Search for the Best Data Mining Method to Predict Melanoma
73. Altmetric Badge
    Chapter 72 Towards the Classification of Musical Works: A Rough Set Approach
74. Altmetric Badge
    Chapter 73 Segmentation of Medical Images Based on Approximations in Rough Set Theory
75. Altmetric Badge
    Chapter 74 Adaptive Robust Estimation for Filtering Motion Vectors
76. Altmetric Badge
    Chapter 75 Rough Set Feature Selection and Diagnostic Rule Generation for Industrial Applications
77. Altmetric Badge
    Chapter 76 λ-Connected Approximations for Rough Sets
78. Altmetric Badge
    Chapter 77 Adaptive Classifier Construction: An Approach to Handwritten Digit Recognition
79. Altmetric Badge
    Chapter 78 The Application of Support Diagnose in Mitochondrial Encephalomyopathies
80. Altmetric Badge
    Chapter 79 Obstacle Classification by a Line-Crawling Robot: A Rough Neurocomputing Approach
81. Altmetric Badge
    Chapter 80 Rough Neural Network for Software Change Prediction
82. Altmetric Badge
    Chapter 81 Handling Spatial Uncertainty in Binary Images: A Rough Set Based Approach
83. Altmetric Badge
    Chapter 82 Evolutionary Algorithms and Rough Sets-Based Hybrid Approach to Classificatory Decomposition of Cortical Evoked Potentials
84. Altmetric Badge
    Chapter 83 Rough Mereological Localization and Navigation