Big Data And Computational Intelligence In Networking PDF Download

Big Data and Computational Intelligence in Networking PDF
Author: Yulei Wu
Publisher: CRC Press
ISBN: 1498784879
Size: 78.64 MB
Format: PDF
Category : Computers
Languages : en
Pages : 530
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Big Data And Computational Intelligence In Networking Book Description:

This book presents state-of-the-art solutions to the theoretical and practical challenges stemming from the leverage of big data and its computational intelligence in supporting smart network operation, management, and optimization. In particular, the technical focus covers the comprehensive understanding of network big data, efficient collection and management of network big data, distributed and scalable online analytics for network big data, and emerging applications of network big data for computational intelligence.

Computational Intelligence And Big Data Analytics PDF Download

Computational Intelligence and Big Data Analytics PDF
Author: Ch. Satyanarayana
Publisher: Springer
ISBN: 9811305447
Size: 44.62 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 137
View: 7600

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Computational Intelligence And Big Data Analytics Book Description:

This book highlights major issues related to big data analysis using computational intelligence techniques, mostly interdisciplinary in nature. It comprises chapters on computational intelligence technologies, such as neural networks and learning algorithms, evolutionary computation, fuzzy systems and other emerging techniques in data science and big data, ranging from methodologies, theory and algorithms for handling big data, to their applications in bioinformatics and related disciplines. The book describes the latest solutions, scientific results and methods in solving intriguing problems in the fields of big data analytics, intelligent agents and computational intelligence. It reflects the state of the art research in the field and novel applications of new processing techniques in computer science. This book is useful to both doctoral students and researchers from computer science and engineering fields and bioinformatics related domains.

Data Science And Big Data An Environment Of Computational Intelligence PDF Download

Data Science and Big Data  An Environment of Computational Intelligence PDF
Author: Witold Pedrycz
Publisher: Springer
ISBN: 3319534742
Size: 19.22 MB
Format: PDF
Category : Computers
Languages : en
Pages : 303
View: 3952

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Data Science And Big Data An Environment Of Computational Intelligence Book Description:

This book presents a comprehensive and up-to-date treatise of a range of methodological and algorithmic issues. It also discusses implementations and case studies, identifies the best design practices, and assesses data analytics business models and practices in industry, health care, administration and business.Data science and big data go hand in hand and constitute a rapidly growing area of research and have attracted the attention of industry and business alike. The area itself has opened up promising new directions of fundamental and applied research and has led to interesting applications, especially those addressing the immediate need to deal with large repositories of data and building tangible, user-centric models of relationships in data. Data is the lifeblood of today’s knowledge-driven economy.Numerous data science models are oriented towards end users and along with the regular requirements for accuracy (which are present in any modeling), come the requirements for ability to process huge and varying data sets as well as robustness, interpretability, and simplicity (transparency). Computational intelligence with its underlying methodologies and tools helps address data analytics needs.The book is of interest to those researchers and practitioners involved in data science, Internet engineering, computational intelligence, management, operations research, and knowledge-based systems.

Artificial Intelligence Trends For Data Analytics Using Machine Learning And Deep Learning Approaches PDF Download

Artificial Intelligence Trends for Data Analytics Using Machine Learning and Deep Learning Approaches PDF
Author: K. Gayathri Devi
Publisher: CRC Press
ISBN: 1000179516
Size: 23.28 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 250
View: 6641

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Artificial Intelligence Trends For Data Analytics Using Machine Learning And Deep Learning Approaches Book Description:

Artificial Intelligence (AI), when incorporated with machine learning and deep learning algorithms, has a wide variety of applications today. This book focuses on the implementation of various elementary and advanced approaches in AI that can be used in various domains to solve real-time decision-making problems. The book focuses on concepts and techniques used to run tasks in an automated manner. It discusses computational intelligence in the detection and diagnosis of clinical and biomedical images, covers the automation of a system through machine learning and deep learning approaches, presents data analytics and mining for decision-support applications, and includes case-based reasoning, natural language processing, computer vision, and AI approaches in real-time applications. Academic scientists, researchers, and students in the various domains of computer science engineering, electronics and communication engineering, and information technology, as well as industrial engineers, biomedical engineers, and management, will find this book useful. By the end of this book, you will understand the fundamentals of AI. Various case studies will develop your adaptive thinking to solve real-time AI problems. Features Includes AI-based decision-making approaches Discusses computational intelligence in the detection and diagnosis of clinical and biomedical images Covers automation of systems through machine learning and deep learning approaches and its implications to the real world Presents data analytics and mining for decision-support applications Offers case-based reasoning

Information Granularity Big Data And Computational Intelligence PDF Download

Information Granularity  Big Data  and Computational Intelligence PDF
Author: Witold Pedrycz
Publisher: Springer
ISBN: 331908254X
Size: 40.37 MB
Format: PDF
Category : Computers
Languages : en
Pages : 444
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Information Granularity Big Data And Computational Intelligence Book Description:

The recent pursuits emerging in the realm of big data processing, interpretation, collection and organization have emerged in numerous sectors including business, industry and government organizations. Data sets such as customer transactions for a mega-retailer, weather monitoring, intelligence gathering, quickly outpace the capacities of traditional techniques and tools of data analysis. The 3V (volume, variability and velocity) challenges led to the emergence of new techniques and tools in data visualization, acquisition, and serialization. Soft Computing being regarded as a plethora of technologies of fuzzy sets (or Granular Computing), neurocomputing and evolutionary optimization brings forward a number of unique features that might be instrumental to the development of concepts and algorithms to deal with big data. This carefully edited volume provides the reader with an updated, in-depth material on the emerging principles, conceptual underpinnings, algorithms and practice of Computational Intelligence in the realization of concepts and implementation of big data architectures, analysis, and interpretation as well as data analytics. The book is aimed at a broad audience of researchers and practitioners including those active in various disciplines in which big data, their analysis and optimization are of genuine relevance. One focal point is the systematic exposure of the concepts, design methodology, and detailed algorithms. In general, the volume adheres to the top-down strategy starting with the concepts and motivation and then proceeding with the detailed design that materializes in specific algorithms and representative applications. The material is self-contained and provides the reader with all necessary prerequisites and augments some parts with a step-by-step explanation of more advanced concepts supported by a significant amount of illustrative numeric material and some application scenarios to motivate the reader and make some abstract concepts more tangible.

Medinfo 2019 Health And Wellbeing E Networks For All PDF Download

MEDINFO 2019  Health and Wellbeing e Networks for All PDF
Author: L. Ohno-Machado
Publisher: IOS Press
ISBN: 164368003X
Size: 63.41 MB
Format: PDF, Mobi
Category : Medical
Languages : en
Pages : 2076
View: 5074

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Medinfo 2019 Health And Wellbeing E Networks For All Book Description:

Combining and integrating cross-institutional data remains a challenge for both researchers and those involved in patient care. Patient-generated data can contribute precious information to healthcare professionals by enabling monitoring under normal life conditions and also helping patients play a more active role in their own care. This book presents the proceedings of MEDINFO 2019, the 17th World Congress on Medical and Health Informatics, held in Lyon, France, from 25 to 30 August 2019. The theme of this year’s conference was ‘Health and Wellbeing: E-Networks for All’, stressing the increasing importance of networks in healthcare on the one hand, and the patient-centered perspective on the other. Over 1100 manuscripts were submitted to the conference and, after a thorough review process by at least three reviewers and assessment by a scientific program committee member, 285 papers and 296 posters were accepted, together with 47 podium abstracts, 7 demonstrations, 45 panels, 21 workshops and 9 tutorials. All accepted paper and poster contributions are included in these proceedings. The papers are grouped under four thematic tracks: interpreting health and biomedical data, supporting care delivery, enabling precision medicine and public health, and the human element in medical informatics. The posters are divided into the same four groups. The book presents an overview of state-of-the-art informatics projects from multiple regions of the world; it will be of interest to anyone working in the field of medical informatics.

Computational Intelligent Data Analysis For Sustainable Development PDF Download

Computational Intelligent Data Analysis for Sustainable Development PDF
Author: Ting Yu
Publisher: CRC Press
ISBN: 1439895953
Size: 59.95 MB
Format: PDF, Mobi
Category : Business & Economics
Languages : en
Pages : 440
View: 4787

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Computational Intelligent Data Analysis For Sustainable Development Book Description:

Going beyond performing simple analyses, researchers involved in the highly dynamic field of computational intelligent data analysis design algorithms that solve increasingly complex data problems in changing environments, including economic, environmental, and social data. Computational Intelligent Data Analysis for Sustainable Development present

Deep Learning Techniques And Optimization Strategies In Big Data Analytics PDF Download

Deep Learning Techniques and Optimization Strategies in Big Data Analytics PDF
Author: Thomas, J. Joshua
Publisher: IGI Global
ISBN: 1799811948
Size: 41.24 MB
Format: PDF, ePub, Docs
Category : Computers
Languages : en
Pages : 355
View: 714

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Deep Learning Techniques And Optimization Strategies In Big Data Analytics Book Description:

Many approaches have sprouted from artificial intelligence (AI) and produced major breakthroughs in the computer science and engineering industries. Deep learning is a method that is transforming the world of data and analytics. Optimization of this new approach is still unclear, however, and there’s a need for research on the various applications and techniques of deep learning in the field of computing. Deep Learning Techniques and Optimization Strategies in Big Data Analytics is a collection of innovative research on the methods and applications of deep learning strategies in the fields of computer science and information systems. While highlighting topics including data integration, computational modeling, and scheduling systems, this book is ideally designed for engineers, IT specialists, data analysts, data scientists, engineers, researchers, academicians, and students seeking current research on deep learning methods and its application in the digital industry.

Computational Intelligence Communications And Business Analytics PDF Download

Computational Intelligence  Communications  and Business Analytics PDF
Author: J. K. Mandal
Publisher: Springer
ISBN: 981106427X
Size: 23.16 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 595
View: 2153

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Computational Intelligence Communications And Business Analytics Book Description:

The two volume set CCIS 775 and 776 constitutes the refereed proceedings of the First International Conference on Computational Intelligence, Communications, and Business Analytics, CICBA 2017, held in Kolkata, India, in March 2017. The 90 revised full papers presented in the two volumes were carefully reviewed and selected from 276 submissions. The papers are organized in topical sections on data science and advanced data analytics; signal processing and communications; microelectronics, sensors, intelligent networks; computational forensics (privacy and security); computational intelligence in bio-computing; computational intelligence in mobile and quantum computing; intelligent data mining and data warehousing; computational intelligence.