Information Granularity, Big Data, and Computational Intelligence, Witold Pedrycz; Shyi-Ming Chen

Автор: Witold Pedrycz; Shyi-Ming Chen
Название: Information Granularity, Big Data, and Computational Intelligence
ISBN: 3319082531 ISBN-13(EAN): 9783319082530
Издательство: Springer
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Цена: 139310.00 T
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Описание: Nearest Neighbor Queries on Big Data.- Information Mining for Big Information.- Information Granules Problem: An Efficient Solution of Real-Time Fuzzy Regression Analysis.- How to Understand Connections Based on Big Data: From Cliques to Flexible Granules.- Maintain 'Omics: When e-Maintenance Enters the Big Data Era.- Incrementally Mining Frequent Patterns for Large Database.- Improved Latent Semantic Indexing-based Data Mining Methods and An Application to Big.- The Property of Different Granule and Granular Methods Based on Quotient Space.- Towards An Optimal Task-Driven Information Granulation.- Unified Framework for Construction of Rule Based Classification Systems.- Multi-granular Evaluation Model through Fuzzy Random Regression to Improve Information.- Building Fuzzy Robust Regression Model Based on Granularity and Possibility Distribution.- The Role of Cloud Computing Architectures in Big Data.- Big Data Storage Techniques for Spatial Databases: Implications of Big Data Architecture on Spatial Query Processing.- The Web KnowARR Framework: Orchestrating Computational Intelligence with Graph Databases.- Customer Relationship Management and Big Data Mining.- Performance Competition for ISCIFCM and Application of Computational Intelligence on Analysis of Air Quality Monitoring Big Data.-PEI Models under Uncontrolled Circumstances.- Rough Set Model based Knowledge Acquisition of Market Movements from Economic Data.- Deep Neural Network Modeling for Big Data Weather Forecast.- Current Knowledge and Future Challenge for Visibility Forecasting by Computational Intelligence.- Application of Computational Intelligence on Analysis of Air Quality Monitoring Big Data.

Автор: Joe Lorkowski; Vladik Kreinovich
Название: Bounded Rationality in Decision Making Under Uncertainty: Towards Optimal Granularity
ISBN: 3319622137 ISBN-13(EAN): 9783319622132
Издательство: Springer
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Цена: 111790.00 T
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Описание: Human Decisions Are Often Suboptimal: Phenomenon of Bounded Rationality.- Towards Explaining Other Aspects of Human Decision Making.- Towards Explaining Heuristic Techniques (Such as Fuzzy) in Expert Decision Making.- Decision Making Under Uncertainty and Restrictions on Computation Resources: From Heuristic to Optimal Techniques.- Conclusions and Future Work.

Автор: Claudio Bettini; Sushil Jajodia; Sean Wang
Название: Time Granularities in Databases, Data Mining, and Temporal Reasoning
ISBN: 3642086349 ISBN-13(EAN): 9783642086342
Издательство: Springer
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Цена: 83850.00 T
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Описание: Calendar and time units and specialized units, such as business days and academic years, play a major role in a wide range of information system applications. Practitioners can learn about critical aspects that must be taken into account when designing and implementing databases supporting temporal information.

Автор: Tshilidzi Marwala; Monica Lagazio
Название: Militarized Conflict Modeling Using Computational Intelligence
ISBN: 1447127013 ISBN-13(EAN): 9781447127017
Издательство: Springer
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Цена: 121110.00 T
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Описание: This volume offers a scientific approach to manage inter-country conflict. Readers will find that through simultaneous control of four specific aspects (democracy, dependency, allies and capacity), predicted dispute outcomes can be avoided.

Автор: Somnuk Phon-Amnuaisuk; Thien Wan Au
Название: Computational Intelligence in Information Systems
ISBN: 3319131524 ISBN-13(EAN): 9783319131528
Издательство: Springer
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Цена: 139750.00 T
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Описание: This book constitutes the refereed proceedings of the Fourth International Neural Network Symposia series on Computational Intelligence in Information Systems, INNS-CIIS 2014, held in Bandar Seri Begawan, Brunei in November 2014.

Автор: Paolo Gastaldo; Rodolfo Zunino; Emilio Corchado
Название: Computational Intelligence in Security for Information Systems
ISBN: 364204090X ISBN-13(EAN): 9783642040900
Издательство: Springer
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Цена: 186330.00 T
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Описание: The Second International Workshop on Computational Intelligence for Security in Information Systems (CISIS`09) presented the most recent developments in the - namically expanding realm of several fields such as Data Mining and Intelligence, Infrastructure Protection, Network Security, Biometry and Industrial Perspectives.

Автор: Emilio Corchado; Rodolfo Zunino; Paolo Gastaldo
Название: Proceedings of the International Workshop on Computational Intelligence in Security for Information Systems CISIS 2008
ISBN: 3540881808 ISBN-13(EAN): 9783540881803
Издательство: Springer
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Цена: 241310.00 T
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Описание: Assesses the benefits of learning methods in the data-mining area for information-security applications. This book includes such topics as information security, data mining, adaptive learning methods and soft computing among others.

Автор: Radu-Emil Precup; Szilveszter Kov?cs; Stefan Preit
Название: Applied Computational Intelligence in Engineering and Information Technology
ISBN: 3642443931 ISBN-13(EAN): 9783642443930
Издательство: Springer
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Цена: 156720.00 T
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Описание: With extended papers from the sixth SACI meeting in Romania in 2011, this book bridges the divide between theory and practice, showing how researchers and technicians are deploying the fast-evolving capabilities of today`s computing methodologies.

Автор: Somnuk Phon-Amnuaisuk; Thien-Wan Au; Saiful Omar
Название: Computational Intelligence in Information Systems
ISBN: 3319485164 ISBN-13(EAN): 9783319485164
Издательство: Springer
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Цена: 186330.00 T
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Описание: This book constitutes the Proceedings of the Computational Intelligence in Information Systems conference (CIIS 2016), held in Brunei, November 18–20, 2016. The CIIS conference provides a platform for researchers to exchange the latest ideas and to present new research advances in general areas related to computational intelligence and its applications. The 26 revised full papers presented in this book have been carefully selected from 62 submissions. They cover a wide range of topics and application areas in computational intelligence and informatics.

Автор: D.P. Acharjya; Satchidananda Dehuri; Sugata Sanyal
Название: Computational Intelligence for Big Data Analysis
ISBN: 3319165976 ISBN-13(EAN): 9783319165974
Издательство: Springer
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Цена: 121890.00 T
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Описание: The work presented in this book is a combination of theoretical advancements of big data analysis, cloud computing, and their potential applications in scientific computing. The book discusses major issues pertaining to big data analysis using computational intelligence techniques and some issues of cloud computing.

Автор: Witold Pedrycz; Shyi-Ming Chen
Название: Data Science and Big Data: An Environment of Computational Intelligence
ISBN: 3319534734 ISBN-13(EAN): 9783319534732
Издательство: Springer
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Цена: 139750.00 T
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Описание: Part I. Fundamentals.- Large-Scale Clustering Algorithms.- On High Dimensional Search Space and Learning Methods.-Enhanced Over_Sampling Techniques for Imbalanced Big Data Set Classification.- Online Anomaly Detection in Big Data: The First Line of Defense Against Intruders.- Developing Modified Classifier for Big Data Paradigm: An Approach through Bio-Inspired Soft Computing.- Unified Framework for Control of Machine Learning Tasks Towards Effective and Efficient Processing of Big Data.- An Efficient Approach for Mining High Utility Itemsets over Data Streams.- Event Detection in Location-Based Social Networks.- Part II. Applications.- Using Computational Intelligence for the Safety Assessment of Oil and Gas Pipelines: A Survey.- Big Data for Effective Management of Smart Grids.- Distributed Machine Learning on Smart-Gateway Network Towards Real-Time Indoor Data Analytics.- Predicting Spatiotemporal Impacts of Weather on Power Systems using Big Data Science.- Index.

Автор: D.P. Acharjya; Satchidananda Dehuri; Sugata Sanyal
Название: Computational Intelligence for Big Data Analysis
ISBN: 3319362003 ISBN-13(EAN): 9783319362007
Издательство: Springer
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Цена: 95770.00 T
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Описание: The work presented in this book is a combination of theoretical advancements of big data analysis, cloud computing, and their potential applications in scientific computing. The book discusses major issues pertaining to big data analysis using computational intelligence techniques and some issues of cloud computing.