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Information Granularity, Big Data, and Computational Intelligence 2015 book

Information Granularity, Big Data, and Computational Intelligence

Details Of The Book

Information Granularity, Big Data, and Computational Intelligence

edition: 1 
serie: Studies in Big Data 8 
ISBN : 9783319082530, 9783319082547 
publisher: Springer International Publishing 
publish year: 2015 
pages: 444 
language: English 
ebook format : PDF (It will be converted to PDF, EPUB OR AZW3 if requested by the user) 
file size: 9 MB 

price : $13.14 18 With 27% OFF

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You can Download Information Granularity, Big Data, and Computational Intelligence Book After Make Payment, According to the customer's request, this book can be converted into PDF, EPUB, AZW3 and DJVU formats.

Abstract Of The Book

Table Of Contents

Front Matter....Pages i-xi
Front Matter....Pages 1-1
Nearest Neighbor Queries on Big Data....Pages 3-22
Information Mining for Big Information....Pages 23-38
Information Granules Problem: An Efficient Solution of Real-Time Fuzzy Regression Analysis....Pages 39-61
How to Understand Connections Based on Big Data: From Cliques to Flexible Granules....Pages 63-87
Graph-Based Framework for Evaluating the Feasibility of Transition to Maintainomics....Pages 89-119
Incrementally Mining Frequent Patterns from Large Database....Pages 121-140
Improved Latent Semantic Indexing-Based Data Mining Methods and an Application to Big Data Analysis of CRM....Pages 141-170
The Property of Different Granule and Granular Methods Based on Quotient Space....Pages 171-190
Towards an Optimal Task-Driven Information Granulation....Pages 191-208
Unified Framework for Construction of Rule Based Classification Systems....Pages 209-230
Multi-granular Evaluation Model Through Fuzzy Random Regression to Improve Information Granularity....Pages 231-245
Building Fuzzy Robust Regression Model Based on Granularity and Possibility Distribution....Pages 247-272
Front Matter....Pages 273-273
The Role of Cloud Computing Architecture in Big Data....Pages 275-295
Big Data Storage Techniques for Spatial Databases: Implications of Big Data Architecture on Spatial Query Processing....Pages 297-323
The Web KnowARR Framework: Orchestrating Computational Intelligence with Graph Databases....Pages 325-346
Front Matter....Pages 347-347
Customer Relationship Management and Big Data Mining....Pages 349-360
Performance Competition for ISCIFCM and DPEI Models Under Uncontrolled Circumstances....Pages 361-373
Rough Set Model Based Knowledge Acquisition of Market Movements from Economic Data....Pages 375-388
Deep Neural Network Modeling for Big Data Weather Forecasting....Pages 389-408
Current Knowledge and Future Challenge for Visibility Forecasting by Computational Intelligence....Pages 409-426
Front Matter....Pages 347-347
Application of Computational Intelligence on Analysis of Air Quality Monitoring Big Data....Pages 427-441
Back Matter....Pages 443-444

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