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Recent Trends In Computational Intelligence Enabled Research

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Recent Trends in Computational Intelligence Enabled Research

Recent Trends in Computational Intelligence Enabled Research Book
Author : Siddhartha Bhattacharyya,Paramartha Dutta,Debabrata Samanta,Anirban Mukherjee,Indrajit Pan
Publisher : Academic Press
Release : 2021-07-31
ISBN : 0323851797
Language : En, Es, Fr & De

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Book Description :

The field of computational intelligence has grown tremendously over that past five years, thanks to evolving soft computing and artificial intelligent methodologies, tools and techniques for envisaging the essence of intelligence embedded in real life observations. Consequently, scientists have been able to explain and understand real life processes and practices which previously often remain unexplored by virtue of their underlying imprecision, uncertainties and redundancies, and the unavailability of appropriate methods for describing the incompleteness and vagueness of information represented. With the advent of the field of computational intelligence, researchers are now able to explore and unearth the intelligence, otherwise insurmountable, embedded in the systems under consideration. Computational Intelligence is now not limited to only specific computational fields, it has made inroads in signal processing, smart manufacturing, predictive control, robot navigation, smart cities, and sensor design to name a few. Recent Trends in Computational Intelligence Enabled Research: Theoretical Foundations and Applications explores the use of this computational paradigm across a wide range of applied domains which handle meaningful information. Chapters investigate a broad spectrum of the applications of computational intelligence across different platforms and disciplines, expanding our knowledge base of various research initiatives in this direction. This volume aims to bring together researchers, engineers, developers and practitioners from academia and industry working in all major areas and interdisciplinary areas of computational intelligence, communication systems, computer networks, and soft computing. Provides insights into the theory, algorithms, implementation, and application of computational intelligence techniques Covers a wide range of applications of deep learning across various domains which are researching the applications of computational intelligence Investigates novel techniques and reviews the state-of-the-art in the areas of machine learning, computer vision, soft computing techniques

New Trends in Computational Collective Intelligence

New Trends in Computational Collective Intelligence Book
Author : David Camacho,Sang-Wook Kim,Bogdan Trawiński
Publisher : Springer
Release : 2014-09-10
ISBN : 3319107747
Language : En, Es, Fr & De

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Book Description :

This book consists of 20 chapters in which the authors deal with different theoretical and practical aspects of new trends in Collective Computational Intelligence techniques. Computational Collective Intelligence methods and algorithms are one the current trending research topics from areas related to Artificial Intelligence, Soft Computing or Data Mining among others. Computational Collective Intelligence is a rapidly growing field that is most often understood as an AI sub-field dealing with soft computing methods which enable making group decisions and processing knowledge among autonomous units acting in distributed environments. Web-based Systems, Social Networks, and Multi-Agent Systems very often need these tools for working out consistent knowledge states, resolving conflicts and making decisions. The chapters included in this volume cover a selection of topics and new trends in several domains related to Collective Computational Intelligence: Language and Knowledge Processing, Data Mining Methods and Applications, Computer Vision, and Intelligent Computational Methods. This book will be useful for graduate and PhD students in computer science as well as for mature academics, researchers and practitioners interested in the methods and applications of collective computational intelligence in order to create new intelligent systems.

Computational Intelligence Techniques for Combating COVID 19

Computational Intelligence Techniques for Combating COVID 19 Book
Author : Sandeep Kautish,Sheng-Lung Peng,Ahmed J. Obaid
Publisher : Springer Nature
Release : 2021
ISBN : 3030689360
Language : En, Es, Fr & De

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Book Description :

This book presents the latest cutting edge research, theoretical methods, and novel applications in the field of computational intelligence and computational biological approaches that are aiming to combat COVID-19. The book gives the technological key drivers behind using AI to find drugs that target the virus, shedding light on the structure of COVID-19, detecting the outbreak and spread of new diseases, spotting signs of a COVID-19 infection in medical images, monitoring how the virus and lockdown is affecting mental health, and forecasting how COVID-19 cases and deaths will spread across cities and why. Further, the book helps readers understand computational intelligence techniques combating COVID-19 in a simple and systematic way. Provides a comprehensive reference covering innovations and development of theories, conceptual models and computational algorithms focused on COVID-19; Asserts all relevant research, key themes, complex adaptive systems, metrics and paradigms dedicated towards COVID-19, enabled with evolutionary methods of computational sciences; Explores how AI and computational techniques can help to predict which patients with the virus would go on to develop Acute Respiratory Distress Syndrome (ARDS).

Computationally Intensive Statistics for Intelligent IoT

Computationally Intensive Statistics for Intelligent IoT Book
Author : Debabrata Samanta,Amit Banerjee
Publisher : Springer Nature
Release : 2021-11-03
ISBN : 9811659362
Language : En, Es, Fr & De

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Book Description :

The book covers computational statistics, its methodologies and applications for IoT device. It includes the details in the areas of computational arithmetic and its influence on computational statistics, numerical algorithms in statistical application software, basics of computer systems, statistical techniques, linear algebra and its role in optimization techniques, evolution of optimization techniques, optimal utilization of computer resources, and statistical graphics role in data analysis. It also explores computational inferencing and computer model's role in design of experiments, Bayesian analysis, survival analysis and data mining in computational statistics.

Data Science for COVID 19 Volume 1

Data Science for COVID 19 Volume 1 Book
Author : Utku Kose,Deepak Gupta,Victor Hugo Costa de Albuquerque,Ashish Khanna
Publisher : Academic Press
Release : 2021-05-27
ISBN : 0128245379
Language : En, Es, Fr & De

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Book Description :

Data Science for COVID-19 presents leading-edge research on data science techniques for the detection, mitigation, treatment and elimination of COVID-19. Sections provide an introduction to data science for COVID-19 research, considering past and future pandemics, as well as related Coronavirus variations. Other chapters cover a wide range of Data Science applications concerning COVID-19 research, including Image Analysis and Data Processing, Geoprocessing and tracking, Predictive Systems, Design Cognition, mobile technology, and telemedicine solutions. The book then covers Artificial Intelligence-based solutions, innovative treatment methods, and public safety. Finally, readers will learn about applications of Big Data and new data models for mitigation. Provides a leading-edge survey of Data Science techniques and methods for research, mitigation and treatment of the COVID-19 virus Integrates various Data Science techniques to provide a resource for COVID-19 researchers and clinicians around the world, including both positive and negative research findings Provides insights into innovative data-oriented modeling and predictive techniques from COVID-19 researchers Includes real-world feedback and user experiences from physicians and medical staff from around the world on the effectiveness of applied Data Science solutions

Computational Intelligence for Agent based Systems

Computational Intelligence for Agent based Systems Book
Author : Raymond S.T. Lee
Publisher : Springer Science & Business Media
Release : 2007-07-24
ISBN : 3540731776
Language : En, Es, Fr & De

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Book Description :

The scope of this volume is to give to the reader a wide scenario of recent works characterized by a synergistic combination of Soft Computing area with recent trends of Distributed Artificial Intelligence and Ambient Intelligence. The editors present two basic paradigms: the emergence of computational intelligence as a mature and integrated science, and the power of the agent paradigm in realizing complex and distributed environments. This book explores these emerging areas inviting well-known authors whose expertise is widely recognized.

Intelligence Enabled Research

Intelligence Enabled Research Book
Author : Siddhartha Bhattacharyya,Sushmita Mitra,Paramartha Dutta
Publisher : Springer Nature
Release : 2020-01-04
ISBN : 9811520216
Language : En, Es, Fr & De

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Book Description :

This book gathers extended versions of papers presented at DoSIER 2019 (the First Doctoral Symposium on Intelligence Enabled Research, organized by RCC Institute of Information Technology, Kolkata, India). The papers address the rapidly expanding research area of computational intelligence, which, no longer limited to specific computational fields, has since made inroads in signal processing, smart manufacturing, predictive control, robot navigation, smart cities, and sensor design, to name but a few. Presenting chapters written by experts active in these areas, the book offers a valuable reference guide for researchers and industrial practitioners alike, and will inspire future studies.

Recent Trends in Computational Intelligence

Recent Trends in Computational Intelligence Book
Author : Ali Sadollah,Tilendra Sinha
Publisher : BoD – Books on Demand
Release : 2020-05-06
ISBN : 1838807055
Language : En, Es, Fr & De

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Book Description :

Traditional models struggle to cope with complexity, noise, and the existence of a changing environment, while Computational Intelligence (CI) offers solutions to complicated problems as well as reverse problems. The main feature of CI is adaptability, spanning the fields of machine learning and computational neuroscience. CI also comprises biologically-inspired technologies such as the intellect of swarm as part of evolutionary computation and encompassing wider areas such as image processing, data collection, and natural language processing. This book aims to discuss the usage of CI for optimal solving of various applications proving its wide reach and relevance. Bounding of optimization methods and data mining strategies make a strong and reliable prediction tool for handling real-life applications.

Proceedings of Research and Applications in Artificial Intelligence

Proceedings of Research and Applications in Artificial Intelligence Book
Author : Indrajit Pan
Publisher : Springer Nature
Release : 2021-12-05
ISBN : 9811615438
Language : En, Es, Fr & De

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Book Description :

Download Proceedings of Research and Applications in Artificial Intelligence book written by Indrajit Pan, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Trends in Computational Intelligence Security and Internet of Things

Trends in Computational Intelligence  Security and Internet of Things Book
Author : Nirmalya Kar,Ashim Saha,Suman Deb
Publisher : Springer Nature
Release : 2020
ISBN : 3030667634
Language : En, Es, Fr & De

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Book Description :

This volume constitutes the refereed proceedings of the Third International Conference on Computational Intelligence, Security and Internet of Things, ICCISIoT 2020, held in Agartala, India, in December 2020. Due to the COVID-19 pandemic the conference was held online. The 23 full papers and 4 short papers were carefully reviewed and selected from 113 submissions. The papers are organised according to the following topics: computational intelligence, security, and internet of things. .

Intelligent Computing Paradigm Recent Trends

Intelligent Computing Paradigm  Recent Trends Book
Author : J. K. Mandal,Devadutta Sinha
Publisher : Springer
Release : 2019-04-23
ISBN : 9811373345
Language : En, Es, Fr & De

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Book Description :

This book includes extended versions of selected works presented at the 52nd Annual Convention of Computer Society of India (CSI 2017), held at Science City, Kolkata on 19–21 January 2018. It features a collection of chapters focusing on recent trends in computational intelligence, covering topics such as ANN, neuro-fuzzy based clustering, edge detection, data mining, mobile cloud computing, intelligent scheduling, processing and authentication. It also discusses societal applications of these methods. As such it is useful for students, researchers and industry professionals working in the area of computational intelligence.

Proceedings of Integrated Intelligence Enable Networks and Computing

Proceedings of Integrated Intelligence Enable Networks and Computing Book
Author : Krishan Kant Singh Mer,Vijay Bhaskar Semwal,Vishwanath Bijalwan,Rubén González Crespo
Publisher : Springer Nature
Release : 2021
ISBN : 981336307X
Language : En, Es, Fr & De

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Book Description :

This book presents best selected research papers presented at the First International Conference on Integrated Intelligence Enable Networks and Computing (IIENC 2020), held from May 25 to May 27, 2020, at the Institute of Technology, Gopeshwar, India (Government Institute of Uttarakhand Government and affiliated to Uttarakhand Technical University). The book includes papers in the field of intelligent computing. The book covers the areas of machine learning and robotics, signal processing and Internet of things, big data and renewable energy sources.

Recent Trends in Signal and Image Processing

Recent Trends in Signal and Image Processing Book
Author : Siddhartha Bhattacharyya,Leo Mršić,Maja Brkljačić,Joseph Varghese Kureethara,Mario Koeppen
Publisher : Springer Nature
Release : 2021-04-01
ISBN : 9813369663
Language : En, Es, Fr & De

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Book Description :

This book gathers selected papers presented at the Third International Symposium on Signal and Image Processing (ISSIP 2020), organized by the Department of Information Technology, RCC Institute of Information Technology, Kolkata, during March 18–19, 2020. It presents fascinating, state-of-the-art research findings in the field of signal and image processing. It includes conference papers covering a wide range of signal processing applications involving filtering, encoding, classification, segmentation, clustering, feature extraction, denoising, watermarking, object recognition, reconstruction and fractal analysis. It addresses various types of signals, such as image, video, speech, non-speech audio, handwritten text, geometric diagram, ECG and EMG signals; MRI, PET and CT scan images; THz signals; solar wind speed signals (SWS); and photoplethysmogram (PPG) signals, and demonstrates how new paradigms of intelligent computing, like quantum computing, can be applied to process and analyze signals precisely and effectively.

Electronic Business and Marketing

Electronic Business and Marketing Book
Author : Tokuro Matsuo,Ricardo Colomo-Palacios
Publisher : Springer
Release : 2013-04-06
ISBN : 364237932X
Language : En, Es, Fr & De

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Book Description :

Electronic business today is not only business transactions supported in information and communication technologies; it is a new way of communicating and integrating with customers, suppliers, employees and other stakeholders. In this scenario, electronic business is now part of a wider economic context that is causing radical transformations in business and organizations including the entire value chain from customer service to supply chain management. One of the areas affected is marketing. Given that the new technologies have enabled firms to reach out to global customers and has provided them with the opportunity to customize their strategies and offerings in an unprecedented way, the dynamics of marketing must be surveyed in order to study the impact of new trends like mobile customer relationship management or mass customization on marketing function. This book provides an overview of the e-Business and Marketing areas by uniting various papers from these fields. “Electronic Business and Marketing” includes theory and practice on electronic business and marketing from an academic and professional viewpoint providing also a forum for the exchange of research ideas and industry practices in these knowledge areas among practitioners, researchers and students.

Emerging Trends and Advanced Technologies for Computational Intelligence

Emerging Trends and Advanced Technologies for Computational Intelligence Book
Author : Liming Chen,Supriya Kapoor,Rahul Bhatia
Publisher : Springer
Release : 2016-06-06
ISBN : 3319333534
Language : En, Es, Fr & De

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Book Description :

This book is a collection of extended chapters from the selected papers that were published in the proceedings of Science and Information (SAI) Conference 2015. It contains twenty-one chapters in the field of Computational Intelligence, which received highly recommended feedback during SAI Conference 2015 review process. During the three-day event 260 scientists, technology developers, young researcher including PhD students, and industrial practitioners from 56 countries have engaged intensively in presentations, demonstrations, open panel sessions and informal discussions.

Recent Trends in Learning From Data

Recent Trends in Learning From Data Book
Author : Luca Oneto,Nicolò Navarin,Alessandro Sperduti,Davide Anguita
Publisher : Springer Nature
Release : 2020-04-03
ISBN : 303043883X
Language : En, Es, Fr & De

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Book Description :

This book offers a timely snapshot and extensive practical and theoretical insights into the topic of learning from data. Based on the tutorials presented at the INNS Big Data and Deep Learning Conference, INNSBDDL2019, held on April 16-18, 2019, in Sestri Levante, Italy, the respective chapters cover advanced neural networks, deep architectures, and supervised and reinforcement machine learning models. They describe important theoretical concepts, presenting in detail all the necessary mathematical formalizations, and offer essential guidance on their use in current big data research.

Research Anthology on Recent Trends Tools and Implications of Computer Programming

Research Anthology on Recent Trends  Tools  and Implications of Computer Programming Book
Author : Management Association, Information Resources
Publisher : IGI Global
Release : 2020-08-03
ISBN : 1799830179
Language : En, Es, Fr & De

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Book Description :

Programming has become a significant part of connecting theoretical development and scientific application computation. Computer programs and processes that take into account the goals and needs of the user meet with the greatest success, so it behooves software engineers to consider the human element inherent in every line of code they write. Research Anthology on Recent Trends, Tools, and Implications of Computer Programming is a vital reference source that examines the latest scholarly material on trends, techniques, and uses of various programming applications and examines the benefits and challenges of these computational developments. Highlighting a range of topics such as coding standards, software engineering, and computer systems development, this multi-volume book is ideally designed for programmers, computer scientists, software developers, analysts, security experts, IoT software programmers, computer and software engineers, students, professionals, and researchers.

Handbook of Research on Computational Intelligence Applications in Bioinformatics

Handbook of Research on Computational Intelligence Applications in Bioinformatics Book
Author : Dash, Sujata,Subudhi, Bidyadhar
Publisher : IGI Global
Release : 2016-06-20
ISBN : 1522504281
Language : En, Es, Fr & De

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Book Description :

Developments in the areas of biology and bioinformatics are continuously evolving and creating a plethora of data that needs to be analyzed and decrypted. Since it can be difficult to decipher the multitudes of data within these areas, new computational techniques and tools are being employed to assist researchers in their findings. The Handbook of Research on Computational Intelligence Applications in Bioinformatics examines emergent research in handling real-world problems through the application of various computation technologies and techniques. Featuring theoretical concepts and best practices in the areas of computational intelligence, artificial intelligence, big data, and bio-inspired computing, this publication is a critical reference source for graduate students, professionals, academics, and researchers.

Computational Intelligence

Computational Intelligence Book
Author : Kurosh Madani,Antonio Dourado Correia,Agostinho Rosa,Joaquim Filipe
Publisher : Springer Science & Business Media
Release : 2012-02-18
ISBN : 3642275338
Language : En, Es, Fr & De

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Book Description :

The present book includes a set of selected extended papers from the second International Joint Conference on Computational Intelligence (IJCCI 2010), held in Valencia, Spain, from 24 to 26 October 2010. The conference was composed by three co-located conferences: The International Conference on Fuzzy Computation (ICFC), the International Conference on Evolutionary Computation (ICEC), and the International Conference on Neural Computation (ICNC). Recent progresses in scientific developments and applications in these three areas are reported in this book. IJCCI received 236 submissions, from 49 countries, in all continents. After a double blind paper review performed by the Program Committee, only 30 submissions were accepted as full papers and thus selected for oral presentation, leading to a full paper acceptance ratio of 13%. Additional papers were accepted as short papers and posters. A further selection was made after the Conference, based also on the assessment of presentation quality and audience interest, so that this book includes the extended and revised versions of the very best papers of IJCCI 2010. Commitment to high quality standards is a major concern of IJCCI that will be maintained in the next editions, considering not only the stringent paper acceptance ratios but also the quality of the program committee, keynote lectures, participation level and logistics.

Advances in Computational Intelligence

Advances in Computational Intelligence Book
Author : Lourdes Martínez-Villaseñor,Oscar Herrera-Alcántara,Hiram Ponce,Félix A. Castro-Espinoza
Publisher : Springer Nature
Release : 2020
ISBN : 3030608875
Language : En, Es, Fr & De

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Book Description :

The two-volume set LNAI 12468 and 12469 constitutes the proceedings of the 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, held in Mexico City, Mexico, in October 2020. The total of 77 papers presented in these two volumes was carefully reviewed and selected from 186 submissions. The contributions are organized in topical as follows: Part I: machine and deep learning, evolutionary and metaheuristic algorithms, and soft computing. Part II: natural language processing, image processing and pattern recognition, and intelligent applications and robotics.