Recent Trends in Computational Intelligence Enabled Research

Recent Trends in Computational Intelligence Enabled Research
Author: Siddhartha Bhattacharyya,Paramartha Dutta,Debabrata Samanta,Anirban Mukherjee,Indrajit Pan
Publsiher: Academic Press
Total Pages: 418
Release: 2021-07-31
ISBN: 0323851797
Category: Computers
Language: EN, FR, DE, ES & NL

Recent Trends in Computational Intelligence Enabled Research Book Excerpt:

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

Computational Intelligence Techniques for Combating COVID 19

Computational Intelligence Techniques for Combating COVID 19
Author: Sandeep Kautish,Sheng-Lung Peng,Ahmed J. Obaid
Publsiher: Springer Nature
Total Pages: 392
Release: 2021
ISBN: 3030689360
Category: Biomedical engineering
Language: EN, FR, DE, ES & NL

Computational Intelligence Techniques for Combating COVID 19 Book Excerpt:

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
Author: Debabrata Samanta,Amit Banerjee
Publsiher: Springer Nature
Total Pages: 218
Release: 2021-11-03
ISBN: 9811659362
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Computationally Intensive Statistics for Intelligent IoT Book Excerpt:

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
Author: Utku Kose,Deepak Gupta,Victor Hugo Costa de Albuquerque,Ashish Khanna
Publsiher: Academic Press
Total Pages: 752
Release: 2021-05-20
ISBN: 0128245379
Category: Science
Language: EN, FR, DE, ES & NL

Data Science for COVID 19 Volume 1 Book Excerpt:

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

Applications of Machine intelligence in Engineering

Applications of Machine intelligence in Engineering
Author: Jyotsna Kumar Mandal,Sanjay Misra,Jyoti Sekhar Banerjee,Somen Nayak
Publsiher: CRC Press
Total Pages: 654
Release: 2022-04-22
ISBN: 1000645835
Category: Computers
Language: EN, FR, DE, ES & NL

Applications of Machine intelligence in Engineering Book Excerpt:

The Global Conference on Artificial Intelligence and Applications (GCAIA 2021) provides a prominent venue for researchers, engineers, entrepreneurs, and scholar students to share their research ideas in the area of AI. Academic researchers would reveal the results and conclusions of laboratory based investigations via the GCAIA 21 platform, which bridges the gap between academia, industry, and government ethics. The GCAIA 21 platform will also bring together regional and worldwide issues to explore current advancements in contemporary Computation Intelligence. This Conference Proceedings volume contains the written versions of most of the contributions presented during the conference of GCAIA 2021. The conference has provided an excellent chance for researchers from diverse locations to present and debate their work in the field of artificial intelligence and its applications. It includes a selection of 62 papers. All accepted papers were subjected to strict peer-review by 2–4 expert referees. The papers have been selected for this volume because of their quality and their relevance to the theme of the conference.

Intelligence Enabled Research

Intelligence Enabled Research
Author: Siddhartha Bhattacharyya,Paramartha Dutta,Kakali Datta
Publsiher: Springer Nature
Total Pages: 123
Release: 2020-12-12
ISBN: 981159290X
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Intelligence Enabled Research Book Excerpt:

This book gathers extended versions of papers presented at DoSIER 2020 (the Second Doctoral Symposium on Intelligence Enabled Research, held at Visva-Bharati University, Santiniketan, West Bengal, India, during 12–13 August 2020). 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 inspires future studies.

New Trends in Computational Collective Intelligence

New Trends in Computational Collective Intelligence
Author: David Camacho,Sang-Wook Kim,Bogdan Trawiński
Publsiher: Springer
Total Pages: 213
Release: 2014-09-10
ISBN: 3319107747
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

New Trends in Computational Collective Intelligence Book Excerpt:

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.

Proceedings of Research and Applications in Artificial Intelligence

Proceedings of Research and Applications in Artificial Intelligence
Author: Indrajit Pan,Anirban Mukherjee,Vincenzo Piuri
Publsiher: Springer Nature
Total Pages: 346
Release: 2021-06-10
ISBN: 9811615438
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Proceedings of Research and Applications in Artificial Intelligence Book Excerpt:

This book discusses the recent research trends and upcoming applications based on artificial intelligence. It includes best selected research papers presented at the International Conference on Research and Applications in Artificial Intelligence (RAAI 2020), organized by Department of Information Technology, RCC Institute of Information technology, Kolkata, West Bengal, India during 19 – 20, December, 2020. Many versatile fields of artificial intelligence are categorically addressed through different chapters of this book. The book is a valuable resource and reference for researchers, instructors, students, scientists, engineers, managers and industry practitioners in these important areas.

Recent Trends in Signal and Image Processing

Recent Trends in Signal and Image Processing
Author: Siddhartha Bhattacharyya,Leo Mršić,Maja Brkljačić,Joseph Varghese Kureethara,Mario Koeppen
Publsiher: Springer Nature
Total Pages: 160
Release: 2021-04-01
ISBN: 9813369663
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Recent Trends in Signal and Image Processing Book Excerpt:

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.

Intelligent Computing Paradigm Recent Trends

Intelligent Computing Paradigm  Recent Trends
Author: J. K. Mandal,Devadutta Sinha
Publsiher: Springer
Total Pages: 122
Release: 2019-04-23
ISBN: 9811373345
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Intelligent Computing Paradigm Recent Trends Book Excerpt:

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.

Recent Trends and Advances in Wireless and IoT enabled Networks

Recent Trends and Advances in Wireless and IoT enabled Networks
Author: Mian Ahmad Jan,Fazlullah Khan,Muhammad Alam
Publsiher: Springer
Total Pages: 352
Release: 2019-01-22
ISBN: 3319999664
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Recent Trends and Advances in Wireless and IoT enabled Networks Book Excerpt:

The book covers a variety of topics in Information and Communications Technology (ICT) and their impact on innovation and business. The authors discuss various innovations, business and industrial motivations, and impact on humans and the interplay between those factors in terms of finance, demand, and competition. Topics discussed include the convergence of Machine to Machine (M2M), Internet of Things (IoT), Social, and Big Data. They also discuss AI and its integration into technologies from machine learning, predictive analytics, security software, to intelligent agents, and many more. Contributions come from academics and professionals around the world. Covers the most recent practices in ICT related topics pertaining to technological growth, innovation, and business; Presents a survey on the most recent technological areas revolutionizing how humans communicate and interact; Features four sections: IoT, Wireless Ad Hoc & Sensor Networks, Fog Computing, and Big Data Analytics.

Recent Trends in Learning From Data

Recent Trends in Learning From Data
Author: Luca Oneto,Nicolò Navarin,Alessandro Sperduti,Davide Anguita
Publsiher: Springer Nature
Total Pages: 221
Release: 2020-04-03
ISBN: 303043883X
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Recent Trends in Learning From Data Book Excerpt:

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.

Proceedings of Integrated Intelligence Enable Networks and Computing

Proceedings of Integrated Intelligence Enable Networks and Computing
Author: Krishan Kant Singh Mer,Vijay Bhaskar Semwal,Vishwanath Bijalwan,Rubén González Crespo
Publsiher: Springer Nature
Total Pages: 1004
Release: 2021-04-23
ISBN: 981336307X
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Proceedings of Integrated Intelligence Enable Networks and Computing Book Excerpt:

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.

Handbook of Research on Computational Intelligence Applications in Bioinformatics

Handbook of Research on Computational Intelligence Applications in Bioinformatics
Author: Dash, Sujata,Subudhi, Bidyadhar
Publsiher: IGI Global
Total Pages: 514
Release: 2016-06-20
ISBN: 1522504281
Category: Computers
Language: EN, FR, DE, ES & NL

Handbook of Research on Computational Intelligence Applications in Bioinformatics Book Excerpt:

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.

Research Anthology on Recent Trends Tools and Implications of Computer Programming

Research Anthology on Recent Trends  Tools  and Implications of Computer Programming
Author: Management Association, Information Resources
Publsiher: IGI Global
Total Pages: 2069
Release: 2020-08-03
ISBN: 1799830179
Category: Computers
Language: EN, FR, DE, ES & NL

Research Anthology on Recent Trends Tools and Implications of Computer Programming Book Excerpt:

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.

Computational Intelligence Techniques for Green Smart Cities

Computational Intelligence Techniques for Green Smart Cities
Author: Mohamed Lahby,Ala Al-Fuqaha,Yassine Maleh
Publsiher: Springer Nature
Total Pages: 419
Release: 2022-04-22
ISBN: 3030964299
Category: Science
Language: EN, FR, DE, ES & NL

Computational Intelligence Techniques for Green Smart Cities Book Excerpt:

This book contains high-quality and original research on computational intelligence for green smart cities research. In recent years, the use of smart city technology has rapidly increased through the successful development and deployment of Internet of Things (IoT) architectures. The citizens' quality of life has been improved in several sensitive areas of the city, such as transportation, buildings, health care, education, environment, and security, thanks to these technological advances Computational intelligence techniques and algorithms enable a computational analysis of enormous data sets to reveal patterns that recur. This information is used to inform and improve decision-making at the municipal level to build smart computational intelligence techniques and sustainable cities for their citizens. Machine intelligence allows us to identify trends (patterns). The smart city could better integrate its transportation network, for example. By offering a better public transportation network adapted to the demand, we could reduce personal vehicles and energy consumption. A smart city could use models to predict the consequences of a change, such as pedestrianizing a street or adding a bike lane. A city can even create a 3D digital twin to test hypothetical projects. This book comprises many state-of-the-art contributions from scientists and practitioners working in machine intelligence and green smart cities. It aspires to provide a relevant reference for students, researchers, engineers, and professionals working in this area or those interested in grasping its diverse facets and exploring the latest advances in machine intelligence for green and sustainable smart city applications.

Computational Intelligence

Computational Intelligence
Author: Kurosh Madani,Antonio Dourado Correia,Agostinho Rosa,Joaquim Filipe
Publsiher: Springer Science & Business Media
Total Pages: 422
Release: 2012-02-18
ISBN: 3642275338
Category: Computers
Language: EN, FR, DE, ES & NL

Computational Intelligence Book Excerpt:

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.

Second International Conference on Sustainable Technologies for Computational Intelligence

Second International Conference on Sustainable Technologies for Computational Intelligence
Author: Ashish Kumar Luhach,Ramesh Chandra Poonia,Xiao-Zhi Gao,Dharm Singh Jat
Publsiher: Springer Nature
Total Pages: 390
Release: 2021-10-18
ISBN: 9811646414
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Second International Conference on Sustainable Technologies for Computational Intelligence Book Excerpt:

This book gathers high-quality papers presented at the Second International Conference on Sustainable Technologies for Computational Intelligence (ICTSCI 2021) held at Graphic Era University, Dehradun, India, during May 22–23, 2021. It covers emerging topics in computational intelligence and effective strategies for its implementation in engineering applications.

Computational Intelligence for Agent based Systems

Computational Intelligence for Agent based Systems
Author: Raymond S.T. Lee
Publsiher: Springer Science & Business Media
Total Pages: 263
Release: 2007-07-24
ISBN: 3540731776
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Computational Intelligence for Agent based Systems Book Excerpt:

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.

Computational Intelligence in Healthcare

Computational Intelligence in Healthcare
Author: Amit Kumar Manocha,Shruti Jain,Mandeep Singh,Sudip Paul
Publsiher: Springer Nature
Total Pages: 412
Release: 2021-05-11
ISBN: 3030687236
Category: Medical
Language: EN, FR, DE, ES & NL

Computational Intelligence in Healthcare Book Excerpt:

Artificial intelligent systems, which offer great improvement in healthcare sector assisted by machine learning, wireless communications, data analytics, cognitive computing, and mobile computing provide more intelligent and convenient solutions and services. With the help of the advanced techniques, now a days it is possible to understand human body and to handle & process the health data anytime and anywhere. It is a smart healthcare system which includes patient, hospital management, doctors, monitoring, diagnosis, decision making modules, disease prevention to meet the challenges and problems arises in healthcare industry. Furthermore, the advanced healthcare systems need to upgrade with new capabilities to provide human with more intelligent and professional healthcare services to further improve the quality of service and user experience. To explore recent advances and disseminate state-of-the-art techniques related to intelligent healthcare services and applications. This edited book involved in designing systems that will permit the societal acceptance of ambient intelligence including signal processing, imaging, computing, instrumentation, artificial intelligence, internet of health things, data analytics, disease detection, telemedicine, and their applications. As the book includes recent trends in research issues and applications, the contents will be beneficial to Professors, researchers, and engineers. This book will provide support and aid to the researchers involved in designing latest advancements in communication and intelligent systems that will permit the societal acceptance of ambient intelligence. This book presents the latest research being conducted on diverse topics in intelligence technologies with the goal of advancing knowledge and applications healthcare sector and to present the latest snapshot of the ongoing research as well as to shed further light on future directions in this space. The aim of publishing the book is to serve for educators, researchers, and developers working in recent advances and upcoming technologies utilizing computational sciences.