Springer Handbook of Computational Intelligence Book

Springer Handbook of Computational Intelligence

  • Author : Janusz Kacprzyk
  • Publisher : Springer
  • Release Date : 2015-05-28
  • Genre: Technology & Engineering
  • Pages : 1634
  • ISBN 10 : 9783662435052

Springer Handbook of Computational Intelligence Excerpt :

The Springer Handbook for Computational Intelligence is the first book covering the basics, the state-of-the-art and important applications of the dynamic and rapidly expanding discipline of computational intelligence. This comprehensive handbook makes readers familiar with a broad spectrum of approaches to solve various problems in science and technology. Possible approaches include, for example, those being inspired by biology, living organisms and animate systems. Content is organized in seven parts: foundations; fuzzy logic; rough sets; evolutionary computation; neural networks; swarm intelligence and hybrid computational intelligence systems. Each Part is supervised by its own Part Editor(s) so that high-quality content as well as completeness are assured.

Handbook of Artificial Intelligence in Healthcare Book

Handbook of Artificial Intelligence in Healthcare

  • Author : Chee-Peng Lim
  • Publisher : Springer Nature
  • Release Date : 2021-10-17
  • Genre: Technology & Engineering
  • Pages : 456
  • ISBN 10 : 9783030791612

Handbook of Artificial Intelligence in Healthcare Excerpt :

This handbook on Artificial Intelligence (AI) in healthcare consists of two volumes. The first volume is dedicated to advances and applications of AI methodologies in specific healthcare problems, while the second volume is concerned with general practicality issues and challenges and future prospects in the healthcare context. The advent of digital and computing technologies has created a surge in the development of AI methodologies and their penetration to a variety of activities in our daily lives in recent years. Indeed, researchers and practitioners have designed and developed a variety of AI-based systems to help advance health and well-being of humans. In this first volume, we present a number of latest studies in AI-based tools and techniques from two broad categories, viz., medical signal, image, and video processing as well as healthcare information and data analytics in Part 1 and Part 2, respectively. These selected studies offer readers practical knowledge and understanding pertaining to the recent advances and applications of AI in the healthcare sector.

Computational Intelligence for COVID 19 and Future Pandemics Book

Computational Intelligence for COVID 19 and Future Pandemics

  • Author : Utku Kose
  • Publisher : Springer Nature
  • Release Date : 2022-01-01
  • Genre: Technology & Engineering
  • Pages : 424
  • ISBN 10 : 9789811637834

Computational Intelligence for COVID 19 and Future Pandemics Excerpt :

The book covers a wide topic collection starting from essentials of Computational Intelligence to advance, and possible application types against COVID-19 as well as its effects on the field of medical, social, and different data-oriented research scopes. Among these topics, the book also covers very recently, vital topics in terms of fighting against COVID-19 and solutions for future pandemics. The book includes the use of computational intelligence for especially medical diagnosis and treatment, and also data-oriented tracking-predictive solutions, which are key components currently for fighting against COVID-19. In this way, the book will be a key reference work for understanding how computational intelligence and the most recent technologies (i.e. Internet of Healthcare Thing, big data, and data science techniques) can be employed in solution phases and how they change the way of future solutions. The book also covers research works with negative results so that possible disadvantages of using computational intelligence solutions and/or experienced side-effects can be known widely for better future of medical solutions and use of intelligent systems against COVID-19 and pandemics. The book is considering both theoretical and applied views to enable readers to be informed about not only research works but also theoretical views about essentials/components of intelligent systems against COVID-19/pandemics, possible modeling scenarios with current and future perspective as well as solution strategies thought by researchers all over the world.

Handbook of Memetic Algorithms Book

Handbook of Memetic Algorithms

  • Author : Ferrante Neri
  • Publisher : Springer
  • Release Date : 2011-10-29
  • Genre: Technology & Engineering
  • Pages : 370
  • ISBN 10 : 9783642232473

Handbook of Memetic Algorithms Excerpt :

Memetic Algorithms (MAs) are computational intelligence structures combining multiple and various operators in order to address optimization problems. The combination and interaction amongst operators evolves and promotes the diffusion of the most successful units and generates an algorithmic behavior which can handle complex objective functions and hard fitness landscapes. “Handbook of Memetic Algorithms” organizes, in a structured way, all the the most important results in the field of MAs since their earliest definition until now. A broad review including various algorithmic solutions as well as successful applications is included in this book. Each class of optimization problems, such as constrained optimization, multi-objective optimization, continuous vs combinatorial problems, uncertainties, are analysed separately and, for each problem, memetic recipes for tackling the difficulties are given with some successful examples. Although this book contains chapters written by multiple authors, a great attention has been given by the editors to make it a compact and smooth work which covers all the main areas of computational intelligence optimization. It is not only a necessary read for researchers working in the research area, but also a useful handbook for practitioners and engineers who need to address real-world optimization problems. In addition, the book structure makes it an interesting work also for graduate students and researchers is related fields of mathematics and computer science.

Advances in Computational Intelligence Systems Book

Advances in Computational Intelligence Systems

  • Author : Ahmad Lotfi
  • Publisher : Unknown
  • Release Date : 2019
  • Genre: Computational intelligence
  • Pages : null
  • ISBN 10 : 3319979833

Advances in Computational Intelligence Systems Excerpt :

This book presents the latest trends in and approaches to computational intelligence research and its application to intelligent systems. It covers a long list of interconnected research areas, such as fuzzy systems, neural networks, evolutionary computation, clustering and classification, machine learning, data mining, cognition and robotics, and deep learning. The individual chapters are based on peer-reviewed contributions presented at the 18th Annual UK Workshop on Computational Intelligence (UKCI-2018), held in Nottingham, UK on September 5-7, 2018. The book puts a special emphasis on novel methods and reports on their use in a wide range of applications areas, thus providing both academics and professionals with a comprehensive and timely overview of new trends in computational intelligence.

Computational Intelligence in Recent Communication Networks Book

Computational Intelligence in Recent Communication Networks

  • Author : Mariya Ouaissa
  • Publisher : Springer
  • Release Date : 2022-02-22
  • Genre: Technology & Engineering
  • Pages : 273
  • ISBN 10 : 3030771849

Computational Intelligence in Recent Communication Networks Excerpt :

This book focuses on the use of Artificial Intelligence and Machine Learning (AI/ML) based techniques to solve issues related to communication networks, their layers, as well as their applications. The book first offers an introduction to recent trends regarding communication networks. The authors then provide an overview of theoretical concepts of AI/ML, techniques and protocols used in different layers of communication. Furthermore, this book presents solutions that help analyze complex patterns in user data and ultimately improve productivity. Throughout, AI/ML-based solutions are provided, for topics such as signal detection, channel modeling, resource optimization, routing protocol design, transport layer optimization, user/application behavior prediction, software-defined networking, congestion control, communication network optimization, security, and anomaly detection. The book features chapters from a large spectrum of authors including researchers, students, as well as industrials involved in research and development.

Handbook On Computational Intelligence  In 2 Volumes  Book

Handbook On Computational Intelligence In 2 Volumes

  • Author : Angelov Plamen Parvanov
  • Publisher : World Scientific
  • Release Date : 2016-03-18
  • Genre: Computers
  • Pages : 964
  • ISBN 10 : 9789814675024

Handbook On Computational Intelligence In 2 Volumes Excerpt :

With the Internet, the proliferation of Big Data, and autonomous systems, mankind has entered into an era of 'digital obesity'. In this century, computational intelligence, such as thinking machines, have been brought forth to process complex human problems in a wide scope of areas — from social sciences, economics and biology, medicine and social networks, to cyber security.The Handbook of Computational Intelligence (in two volumes) prompts readers to look at these problems from a non-traditional angle. It takes a step by step approach, supported by case studies, to explore the issues that have arisen in the process. The Handbook covers many classic paradigms, as well as recent achievements and future promising developments to solve some of these very complex problems. Volume one explores the subjects of fuzzy logic and systems, artificial neural networks, and learning systems. Volume two delves into evolutionary computation, hybrid systems, as well as the applications of computational intelligence in decision making, the process industry, robotics, and autonomous systems.This work is a 'one-stop-shop' for beginners, as well as an inspirational source for more advanced researchers. It is a useful resource for lecturers and learners alike.

Understanding COVID 19  The Role of Computational Intelligence Book

Understanding COVID 19 The Role of Computational Intelligence

  • Author : Janmenjoy Nayak
  • Publisher : Springer
  • Release Date : 2021-08-09
  • Genre: Technology & Engineering
  • Pages : 569
  • ISBN 10 : 3030747603

Understanding COVID 19 The Role of Computational Intelligence Excerpt :

This book provides a comprehensive description of the novel coronavirus infection, spread analysis, and related challenges for the effective combat and treatment. With a detailed discussion on the nature of transmission of COVID-19, few other important aspects such as disease symptoms, clinical application of radiomics, image analysis, antibody treatments, risk analysis, drug discovery, emotion and sentiment analysis, virus infection, and fatality prediction are highlighted. The main focus is laid on different issues and futuristic challenges of computational intelligence techniques in solving and identifying the solutions for COVID-19. The book drops radiance on the reasons for the growing profusion and complexity of data in this sector. Further, the book helps to focus on further research challenges and directions of COVID-19 for the practitioners as well as researchers.

Handbook of Neuroevolution Through Erlang Book

Handbook of Neuroevolution Through Erlang

  • Author : Gene I. Sher
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-11-06
  • Genre: Computers
  • Pages : 831
  • ISBN 10 : 9781461444633

Handbook of Neuroevolution Through Erlang Excerpt :

Handbook of Neuroevolution Through Erlang presents both the theory behind, and the methodology of, developing a neuroevolutionary-based computational intelligence system using Erlang. With a foreword written by Joe Armstrong, this handbook offers an extensive tutorial for creating a state of the art Topology and Weight Evolving Artificial Neural Network (TWEANN) platform. In a step-by-step format, the reader is guided from a single simulated neuron to a complete system. By following these steps, the reader will be able to use novel technology to build a TWEANN system, which can be applied to Artificial Life simulation, and Forex trading. Because of Erlang’s architecture, it perfectly matches that of evolutionary and neurocomptational systems. As a programming language, it is a concurrent, message passing paradigm which allows the developers to make full use of the multi-core & multi-cpu systems. Handbook of Neuroevolution Through Erlang explains how to leverage Erlang’s features in the field of machine learning, and the system’s real world applications, ranging from algorithmic financial trading to artificial life and robotics.

A Primer on Multiple Intelligences Book

A Primer on Multiple Intelligences

  • Author : Matthew N. O. Sadiku
  • Publisher : Springer Nature
  • Release Date : 2021-07-24
  • Genre: Psychology
  • Pages : 270
  • ISBN 10 : 9783030775841

A Primer on Multiple Intelligences Excerpt :

This book provides an introduction to nineteen popular multiple intelligences. Part One discusses general intelligence, psychological testing, naturalistic intelligence, social intelligence, emotional intelligence, interpersonal intelligence, and cultural intelligence. Part Two tackles machine intelligence, the development of artificial intelligence, computational intelligence, and digital intelligence, or the ability for humans to adapt to a digital environment. Finally, Part Three discusses the role of intelligence in business development, using technology to augment intelligence, abstract thinking, swarm and animal intelligence, military intelligence, and musical intelligence. A Primer on Multiple Intelligences is a must-read for graduate students or scholars considering researching cognition, perception, motivation, and artificial intelligence. It will also be of use to those in social psychology, computer science, and pedagogy. It is as a valuable resource for anyone interested in learning more about the multifaceted study of intelligence.

Evolution in Computational Intelligence Book

Evolution in Computational Intelligence

  • Author : Vikrant Bhateja
  • Publisher : Springer Nature
  • Release Date : 2020-09-08
  • Genre: Technology & Engineering
  • Pages : 797
  • ISBN 10 : 9789811557880

Evolution in Computational Intelligence Excerpt :

This book presents the proceedings of 8th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2020), which aims to bring together researchers, scientists, engineers and practitioners to share new ideas and experiences in the domain of intelligent computing theories with prospective applications to various engineering disciplines. The book is divided into two volumes: Evolution in Computational Intelligence (Volume 1) and Intelligent Data Engineering and Analytics (Volume 2). Covering a broad range of topics in computational intelligence, the book features papers on theoretical as well as practical aspects of areas such as ANN and genetic algorithms, computer interaction, intelligent control optimization, evolutionary computing, intelligent e-learning systems, machine learning, mobile computing, and multi-agent systems. As such, it is a valuable reference resource for postgraduate students in various engineering disciplines.

Springer Handbook of Nanotechnology Book

Springer Handbook of Nanotechnology

  • Author : Bharat Bhushan
  • Publisher : Springer
  • Release Date : 2017-11-05
  • Genre: Technology & Engineering
  • Pages : 1500
  • ISBN 10 : 9783662543573

Springer Handbook of Nanotechnology Excerpt :

This comprehensive handbook has become the definitive reference work in the field of nanoscience and nanotechnology, and this 4th edition incorporates a number of recent new developments. It integrates nanofabrication, nanomaterials, nanodevices, nanomechanics, nanotribology, materials science, and reliability engineering knowledge in just one volume. Furthermore, it discusses various nanostructures; micro/nanofabrication; micro/nanodevices and biomicro/nanodevices, as well as scanning probe microscopy; nanotribology and nanomechanics; molecularly thick films; industrial applications and nanodevice reliability; societal, environmental, health and safety issues; and nanotechnology education. In this new edition, written by an international team of over 140 distinguished experts and put together by an experienced editor with a comprehensive understanding of the field, almost all the chapters are either new or substantially revised and expanded, with new topics of interest added. It is an essential resource for anyone working in the rapidly evolving field of key technology, including mechanical and electrical engineers, materials scientists, physicists, and chemists.

Machine Learning  Deep Learning and Computational Intelligence for Wireless Communication Book

Machine Learning Deep Learning and Computational Intelligence for Wireless Communication

  • Author : E. S. Gopi
  • Publisher : Springer Nature
  • Release Date : 2021-05-28
  • Genre: Technology & Engineering
  • Pages : 643
  • ISBN 10 : 9789811602894

Machine Learning Deep Learning and Computational Intelligence for Wireless Communication Excerpt :

This book is a collection of best selected research papers presented at the Conference on Machine Learning, Deep Learning and Computational Intelligence for Wireless Communication (MDCWC 2020) held during October 22nd to 24th 2020, at the Department of Electronics and Communication Engineering, National Institute of Technology Tiruchirappalli, India. The presented papers are grouped under the following topics (a) Machine Learning, Deep learning and Computational intelligence algorithms (b)Wireless communication systems and (c) Mobile data applications and are included in the book. The topics include the latest research and results in the areas of network prediction, traffic classification, call detail record mining, mobile health care, mobile pattern recognition, natural language processing, automatic speech processing, mobility analysis, indoor localization, wireless sensor networks (WSN), energy minimization, routing, scheduling, resource allocation, multiple access, power control, malware detection, cyber security, flooding attacks detection, mobile apps sniffing, MIMO detection, signal detection in MIMO-OFDM, modulation recognition, channel estimation, MIMO nonlinear equalization, super-resolution channel and direction-of-arrival estimation. The book is a rich reference material for academia and industry.

Springer Handbook of Electrochemical Energy Book

Springer Handbook of Electrochemical Energy

  • Author : Cornelia Breitkopf
  • Publisher : Springer
  • Release Date : 2016-12-05
  • Genre: Technology & Engineering
  • Pages : 1016
  • ISBN 10 : 9783662466575

Springer Handbook of Electrochemical Energy Excerpt :

This comprehensive handbook covers all fundamentals of electrochemistry for contemporary applications. It provides a rich presentation of related topics of electrochemistry with a clear focus on energy technologies. It covers all aspects of electrochemistry starting with theoretical concepts and basic laws of thermodynamics, non-equilibrium thermodynamics and multiscale modeling. It further gathers the basic experimental methods such as potentiometry, reference electrodes, ion-sensitive electrodes, voltammetry and amperometry. The contents cover subjects related to mass transport, the electric double layer, ohmic losses and experimentation affecting electrochemical reactions. These aspects of electrochemistry are especially examined in view of specific energy technologies including batteries, polymer electrolyte and biological fuel cells, electrochemical capacitors, electrochemical hydrogen production and photoelectrochemistry. Organized in six parts, the overall complexity of electrochemistry is presented and makes this handbook an authoritative reference and definitive source for advanced students, professionals and scientists particularly interested in industrial and energy applications.