Advances In Data Analysis With Computational Intelligence Methods

Advances in Data Analysis with Computational Intelligence Methods
Publisher Springer
Release Date
Category Computers
Total Pages 412
ISBN 9783319679464
Rating 4/5 from 21 reviews
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This book is a tribute to Professor Jacek Żurada, who is best known for his contributions to computational intelligence and knowledge-based neurocomputing. It is dedicated to Professor Jacek Żurada, Full Professor at the Computational Intelligence Laboratory, Department of Electrical and Computer Engineering, J.B. Speed School of Engineering, University of Louisville, Kentucky, USA, as a token of appreciation for his scientific and scholarly achievements, and for his longstanding service to many communities, notably the computational intelligence community, in particular neural networks, machine learning, data analyses and data mining, but also the fuzzy logic and evolutionary computation communities, to name but a few. At the same time, the book recognizes and honors Professor Żurada’s dedication and service to many scientific, scholarly and professional societies, especially the IEEE (Institute of Electrical and Electronics Engineers), the world’s largest professional technical professional organization dedicated to advancing science and technology in a broad spectrum of areas and fields. The volume is divided into five major parts, the first of which addresses theoretic, algorithmic and implementation problems related to the intelligent use of data in the sense of how to derive practically useful information and knowledge from data. In turn, Part 2 is devoted to various aspects of neural networks and connectionist systems. Part 3 deals with essential tools and techniques for intelligent technologies in systems modeling and Part 4 focuses on intelligent technologies in decision-making, optimization and control, while Part 5 explores the applications of intelligent technologies.

Advances in Data Analysis with Computational Intelligence Methods
  • Author : Adam E Gawęda,Janusz Kacprzyk,Leszek Rutkowski,Gary G. Yen
  • Publisher : Springer
  • Release Date : 2017-09-21

This book is a tribute to Professor Jacek Żurada, who is best known for his contributions to computational intelligence and knowledge-based neurocomputing. It is dedicated to Professor Jacek Żurada, Full Professor at the Computational Intelligence Laboratory, Department of Electrical and Computer Engineering, J.B. Speed School of Engineering, University of

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Advances in Data Analysis with Computational Intelligence Methods
  • Author : Adam E Gawęda,Janusz Kacprzyk,Leszek Rutkowski,Gary G. Yen
  • Publisher : Springer
  • Release Date : 2018-08-15

This book is a tribute to Professor Jacek Żurada, who is best known for his contributions to computational intelligence and knowledge-based neurocomputing. It is dedicated to Professor Jacek Żurada, Full Professor at the Computational Intelligence Laboratory, Department of Electrical and Computer Engineering, J.B. Speed School of Engineering, University of

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Computational Intelligence for Big Data Analysis
  • Author : D.P. Acharjya,Satchidananda Dehuri,Sugata Sanyal
  • Publisher : Springer
  • Release Date : 2015-04-21

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 theoretical advancements are supported with illustrative examples and its applications in handling real life problems. The applications are mostly undertaken from real life situations.

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Recent Advances in Computational Intelligence
  • Author : Raman Kumar,Uffe Kock Wiil
  • Publisher : Springer
  • Release Date : 2019-03-23

This book comprehensively addresses computational intelligence, including the theories, methodologies and techniques underlying this evolving field, as well as its potential uses in various domains across the entire spectrum of the sciences (the natural sciences, health sciences, engineering, social sciences, and humanities) and in various types of business. Computational intelligence

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Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications
  • Author : Arun Kumar Sangaiah,Zhiyong Zhang,Michael Sheng
  • Publisher : Academic Press
  • Release Date : 2018-08-21

Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications covers timely topics, including the neural network (NN), particle swarm optimization (PSO), evolutionary algorithm (GA), fuzzy sets (FS) and rough sets (RS), etc. Furthermore, the book highlights recent research on representative techniques to elaborate how a data-centric system

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Advances in Data Science  Methodologies and Applications
  • Author : Gloria Phillips-Wren,Anna Esposito,Lakhmi C. Jain
  • Publisher : Springer Nature
  • Release Date : 2020-08-26

Big data and data science are transforming our world today in ways we could not have imagined at the beginning of the twenty-first century. The accompanying wave of innovation has sparked advances in healthcare, engineering, business, science, and human perception, among others. The tremendous advances in computing power and intelligent

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Advances in Computational Intelligence
  • Author : Ignacio Rojas,Gonzalo Joya,Andreu Catala
  • Publisher : Springer
  • Release Date : 2017-06-04

This two-volume set LNCS 10305 and LNCS 10306 constitutes the refereed proceedings of the 14th International Work-Conference on Artificial Neural Networks, IWANN 2017, held in Cadiz, Spain, in June 2017. The 126 revised full papers presented in this double volume were carefully reviewed and selected from 199 submissions. The papers are organized in topical sections on

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Computational Intelligence
  • Author : Dinesh C.S. Bisht,Mangey Ram
  • Publisher : Walter de Gruyter GmbH & Co KG
  • Release Date : 2020-08-10

Computational intelligence (CI) lies at the interface between engineering and computer science; control engineering, where problems are solved using computer-assisted methods. Thus, it can be regarded as an indispensable basis for all artificial intelligence (AI) activities. This book collects surveys of most recent theoretical approaches focusing on fuzzy systems, neurocomputing,

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Proceedings of International Joint Conference on Advances in Computational Intelligence
  • Author : Mohammad Shorif Uddin
  • Publisher : Springer Nature
  • Release Date : 2021-09-16

Read online Proceedings of International Joint Conference on Advances in Computational Intelligence written by Mohammad Shorif Uddin, published by Springer Nature which was released on . Download full Proceedings of International Joint Conference on Advances in Computational Intelligence Books now! Available in PDF, ePub and Kindle.

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Advances in Machine Learning and Computational Intelligence
  • Author : Srikanta Patnaik,Xin-She Yang,Ishwar K. Sethi
  • Publisher : Springer Nature
  • Release Date : 2020-07-25

This book gathers selected high-quality papers presented at the International Conference on Machine Learning and Computational Intelligence (ICMLCI-2019), jointly organized by Kunming University of Science and Technology and the Interscience Research Network, Bhubaneswar, India, from April 6 to 7, 2019. Addressing virtually all aspects of intelligent systems, soft computing and machine learning, the

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Recent Advances in Computational Optimization
  • Author : Stefka Fidanova
  • Publisher : Springer
  • Release Date : 2019-06-21

This book presents new optimization approaches and methods and their application in real-world and industrial problems. Numerous processes and problems in real life and industry can be represented as optimization problems, including modeling physical processes, wildfire, natural hazards and metal nanostructures, workforce planning, wireless network topology, parameter settings for controlling

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Recent Advances in Hybrid Metaheuristics for Data Clustering
  • Author : Sourav De,Sandip Dey,Siddhartha Bhattacharyya
  • Publisher : John Wiley & Sons
  • Release Date : 2020-06-02

An authoritative guide to an in-depth analysis of various state-of-the-art data clustering approaches using a range of computational intelligence techniques Recent Advances in Hybrid Metaheuristics for Data Clustering offers a guide to the fundamentals of various metaheuristics and their application to data clustering. Metaheuristics are designed to tackle complex clustering

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Advances in Hybridization of Intelligent Methods
  • Author : Ioannis Hatzilygeroudis,Vasile Palade
  • Publisher : Springer
  • Release Date : 2017-10-13

This book presents recent research on the hybridization of intelligent methods, which refers to combining methods to solve complex problems. It discusses hybrid approaches covering different areas of intelligent methods and technologies, such as neural networks, swarm intelligence, machine learning, reinforcement learning, deep learning, agent-based approaches, knowledge-based system and image

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Implementing Computational Intelligence Techniques for Security Systems Design
  • Author : Albastaki, Yousif Abdullatif,Awad, Wasan
  • Publisher : IGI Global
  • Release Date : 2020-02-14

Recently, cryptology problems, such as designing good cryptographic systems and analyzing them, have been challenging researchers. Many algorithms that take advantage of approaches based on computational intelligence techniques, such as genetic algorithms, genetic programming, and so on, have been proposed to solve these issues. Implementing Computational Intelligence Techniques for Security

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Data Science and Big Data Analytics
  • Author : Durgesh Kumar Mishra,Xin-She Yang,Aynur Unal
  • Publisher : Springer
  • Release Date : 2018-08-01

This book presents conjectural advances in big data analysis, machine learning and computational intelligence, as well as their potential applications in scientific computing. It discusses major issues pertaining to big data analysis using computational intelligence techniques, and the conjectural elements are supported by simulation and modelling applications to help address

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