Advances In Cybernetics Cognition And Machine Learning For Communication Technologies

Author : Vinit Kumar Gunjan,Sabrina Senatore,Amit Kumar,Xiao-Zhi Gao,Suresh Merugu
Publisher : Springer Nature
Page : 593 pages
File Size : 52,7 Mb
Release : 2020-04-28
Category : Technology & Engineering
ISBN : 9789811531255

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Advances in Cybernetics, Cognition, and Machine Learning for Communication Technologies by Vinit Kumar Gunjan,Sabrina Senatore,Amit Kumar,Xiao-Zhi Gao,Suresh Merugu Pdf

This book highlights recent advances in Cybernetics, Machine Learning and Cognitive Science applied to Communications Engineering and Technologies, and presents high-quality research conducted by experts in this area. It provides a valuable reference guide for students, researchers and industry practitioners who want to keep abreast of the latest developments in this dynamic, exciting and interesting research field of communication engineering, driven by next-generation IT-enabled techniques. The book will also benefit practitioners whose work involves the development of communication systems using advanced cybernetics, data processing, swarm intelligence and cyber-physical systems; applied mathematicians; and developers of embedded and real-time systems. Moreover, it shares insights into applying concepts from Machine Learning, Cognitive Science, Cybernetics and other areas of artificial intelligence to wireless and mobile systems, control systems and biomedical engineering.

Author : Vinit Kumar Gunjan,P. N. Suganthan,Jan Haase,Amit Kumar
Publisher : Springer Nature
Page : 439 pages
File Size : 52,5 Mb
Release : 2021-03-30
Category : Technology & Engineering
ISBN : 9789813366916

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Cybernetics, Cognition and Machine Learning Applications by Vinit Kumar Gunjan,P. N. Suganthan,Jan Haase,Amit Kumar Pdf

This book includes the original, peer reviewed research articles from the 2nd International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA 2020), held in August, 2020 at Goa, India. It covers the latest research trends or developments in areas of data science, artificial intelligence, neural networks, cognitive science and machine learning applications, cyber physical systems and cybernetics.

Author : Amit Kumar,Stefan Mozar,Jan Haase
Publisher : Springer Nature
Page : 1152 pages
File Size : 52,9 Mb
Release : 2023-03-09
Category : Computers
ISBN : 9789811980862

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Advances in Cognitive Science and Communications by Amit Kumar,Stefan Mozar,Jan Haase Pdf

This book includes selected peer reviewed articles from The 5th International Conference on Communications and Cyber-Physical Engineering (ICCCE 2022), held on 29th and 30th April 2022 in Hyderabad, India. Articles presented here relate to next generation cognitive systems, neuroscience, cyber physical systems and their impact on communication technologies. The book includes content related to cognitive disorders, computational intelligence, fuzzy logics, evolutionary computing that are important for deriving a roadmap for future research on cognitive science/systems and communications. ICCCE is one of the most prestigious conferences conceptualized in the transdisciplinary field of cognitive science and communication technology areas like methods of linguistics, computer science, philosophy, and neuroscience. This edition of the conference was attended by several Industry professionals and academicians, and Government agencies to cover a broad range of perspectives, practices, and technical expertise related to cognitive technologies and next generation communications. Articles presented cover innovations from industry, outcome of implementations and cutting-edge research outcomes from cognitive science/technology areas and their impact on communication technology and cyber physical engineering. ​

Author : Krishna Kant Singh,Akansha Singh,Korhan Cengiz,Dac-Nhuong Le
Publisher : John Wiley & Sons
Page : 272 pages
File Size : 48,8 Mb
Release : 2020-07-08
Category : Computers
ISBN : 9781119640363

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Machine Learning and Cognitive Computing for Mobile Communications and Wireless Networks by Krishna Kant Singh,Akansha Singh,Korhan Cengiz,Dac-Nhuong Le Pdf

Communication and network technology has witnessed recent rapid development and numerous information services and applications have been developed globally. These technologies have high impact on society and the way people are leading their lives. The advancement in technology has undoubtedly improved the quality of service and user experience yet a lot needs to be still done. Some areas that still need improvement include seamless wide-area coverage, high-capacity hot-spots, low-power massive-connections, low-latency and high-reliability and so on. Thus, it is highly desirable to develop smart technologies for communication to improve the overall services and management of wireless communication. Machine learning and cognitive computing have converged to give some groundbreaking solutions for smart machines. With these two technologies coming together, the machines can acquire the ability to reason similar to the human brain. The research area of machine learning and cognitive computing cover many fields like psychology, biology, signal processing, physics, information theory, mathematics, and statistics that can be used effectively for topology management. Therefore, the utilization of machine learning techniques like data analytics and cognitive power will lead to better performance of communication and wireless systems.

Author : Vinit Kumar Gunjan
Publisher : Springer Nature
Page : 686 pages
File Size : 55,8 Mb
Release : 2024-06-07
Category : Electronic
ISBN : 9789819979547

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Computational Intelligence in Machine Learning by Vinit Kumar Gunjan Pdf

Author : Vinit Kumar Gunjan,P. N. Suganthan,Jan Haase,Amit Kumar
Publisher : Springer Nature
Page : 237 pages
File Size : 51,6 Mb
Release : 2022-09-15
Category : Technology & Engineering
ISBN : 9789811914843

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Cybernetics, Cognition and Machine Learning Applications by Vinit Kumar Gunjan,P. N. Suganthan,Jan Haase,Amit Kumar Pdf

This book includes the original, peer-reviewed research articles from the 3rd International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA 2021), held in August 21 – 22, 2021, at Goa, India. It covers the latest research trends or developments in areas of data science, artificial intelligence, neural networks, cognitive science and machine learning applications, cyber physical systems and cybernetics.

Author : Pradeep Kumar Singh,Arti Noor,Maheshkumar H. Kolekar,Sudeep Tanwar,Raj K. Bhatnagar,Shaweta Khanna
Publisher : Springer Nature
Page : 536 pages
File Size : 42,8 Mb
Release : 2020-11-25
Category : Technology & Engineering
ISBN : 9789811578045

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Evolving Technologies for Computing, Communication and Smart World by Pradeep Kumar Singh,Arti Noor,Maheshkumar H. Kolekar,Sudeep Tanwar,Raj K. Bhatnagar,Shaweta Khanna Pdf

This book presents best selected papers presented at the International Conference on Evolving Technologies for Computing, Communication and Smart World (ETCCS 2020) held on 31 January–1 February 2020 at C-DAC, Noida, India. It is co-organized by Southern Federal University, Russia; University of Jan Wyżykowski (UJW), Polkowice, Poland; and CSI, India. C-DAC, Noida received funding from MietY during the event. The technical services are supported through EasyChair, Turnitin, MailChimp and IAC Education. The book includes current research works in the areas of network and computing technologies, wireless networks and Internet of things (IoT), futuristic computing technologies, communication technologies, security and privacy.

Author : Vinit Kumar Gunjan,Jacek M. Zurada,Ninni Singh
Publisher : Springer Nature
Page : 337 pages
File Size : 54,9 Mb
Release : 2024-01-13
Category : Technology & Engineering
ISBN : 9783031430091

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Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough by Vinit Kumar Gunjan,Jacek M. Zurada,Ninni Singh Pdf

This book provides a systematic and comprehensive overview of cognitive intelligence and AI-enabled IoT ecosystem and machine learning, capable of recognizing the object pattern in complex and large data sets. A remarkable success has been experienced in the last decade by emulating the brain–computer interface. It presents the applied cognitive science methods and AI-enabled technologies that have played a vital role at the core of practical solutions for a wide scope of tasks between handheld apps and industrial process control, autonomous vehicles, IoT, intelligent learning environment, game theory, human computer interaction, environmental policies, life sciences, playing computer games, computational theory, and engineering development. The book contains contents highlighting artificial neural networks that are analogous to the networks of neurons that comprise the brain and have given computers the ability to distinguish an image of a cat from one of a coconut, to spot pedestrians with enough accuracy to direct a self-driving car, and to recognize and respond to the spoken word. The chapters in this book focus on audiences interested in artificial intelligence, machine learning, fuzzy, cognitive and neurofuzzy-inspired computational systems, their theories, mechanisms, and architecture, which underline human and animal behavior, and their application to conscious and intelligent systems. In the current version, it focuses on the successful implementation and step-by-step execution and explanation of practical applications of the domain. It also offers a wide range of inspiring and interesting cutting-edge contributions on applications of machine learning, artificial intelligence, and cognitive science such as healthcare products, AI-enabled IoT, gaming, medical, and engineering. Overall, this book provides valuable information on effective, cutting-edge techniques, and approaches for students, researchers, practitioners, and academics in the field of machine learning and cognitive science. Furthermore, the purpose of this book is to address the interests of a broad spectrum of practitioners, students, and researchers, who are interested in applying machine learning and cognitive science methods in their respective domains.

Author : Vinit Kumar Gunjan,Mohd Dilshad Ansari,Mohammed Usman,ThiDieuLinh Nguyen
Publisher : Springer Nature
Page : 415 pages
File Size : 49,8 Mb
Release : 2024-01-08
Category : Technology & Engineering
ISBN : 9783031099557

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Modern Approaches in IoT and Machine Learning for Cyber Security by Vinit Kumar Gunjan,Mohd Dilshad Ansari,Mohammed Usman,ThiDieuLinh Nguyen Pdf

This book examines the cyber risks associated with Internet of Things (IoT) and highlights the cyber security capabilities that IoT platforms must have in order to address those cyber risks effectively. The chapters fuse together deep cyber security expertise with artificial intelligence (AI), machine learning, and advanced analytics tools, which allows readers to evaluate, emulate, outpace, and eliminate threats in real time. The book’s chapters are written by experts of IoT and machine learning to help examine the computer-based crimes of the next decade. They highlight on automated processes for analyzing cyber frauds in the current systems and predict what is on the horizon. This book is applicable for researchers and professionals in cyber security, AI, and IoT.

Author : Amit Kumar,Vinit Kumar Gunjan,Yu-Chen Hu,Sabrina Senatore
Publisher : Springer Nature
Page : 436 pages
File Size : 48,9 Mb
Release : 2023-09-16
Category : Computers
ISBN : 9789819920587

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Proceedings of the 4th International Conference on Data Science, Machine Learning and Applications by Amit Kumar,Vinit Kumar Gunjan,Yu-Chen Hu,Sabrina Senatore Pdf

This book includes peer reviewed articles from the 4th International Conference on Data Science, Machine Learning and Applications, 2022, held at the Hyderabad Institute of Technology & Management on 26-27th December, India. ICDSMLA is one of the most prestigious conferences conceptualized in the field of Data Science & Machine Learning offering in-depth information on the latest developments in Artificial Intelligence, Machine Learning, Soft Computing, Human Computer Interaction, and various data science & machine learning applications. It provides a platform for academicians, scientists, researchers and professionals around the world to showcase broad range of perspectives, practices, and technical expertise in these fields. It offers participants the opportunity to stay informed about the latest developments in data science and machine learning.

Author : Amit Kumar,Sabrina Senatore,Vinit Kumar Gunjan
Publisher : Springer Nature
Page : 1600 pages
File Size : 50,8 Mb
Release : 2021-11-08
Category : Technology & Engineering
ISBN : 9789811636905

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ICDSMLA 2020 by Amit Kumar,Sabrina Senatore,Vinit Kumar Gunjan Pdf

This book gathers selected high-impact articles from the 2nd International Conference on Data Science, Machine Learning & Applications 2020. It highlights the latest developments in the areas of artificial intelligence, machine learning, soft computing, human–computer interaction and various data science and machine learning applications. It brings together scientists and researchers from different universities and industries around the world to showcase a broad range of perspectives, practices and technical expertise.

Author : Amit Kumar,Gheorghita Ghinea,Suresh Merugu,Takako Hashimoto
Publisher : Springer Nature
Page : 899 pages
File Size : 42,7 Mb
Release : 2022-10-31
Category : Technology & Engineering
ISBN : 9789811923500

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Proceedings of the International Conference on Cognitive and Intelligent Computing by Amit Kumar,Gheorghita Ghinea,Suresh Merugu,Takako Hashimoto Pdf

This book presents original, peer-reviewed select articles from the International Conference on Cognitive & Intelligent Computing (ICCIC – 2021), held on December 11–12, 2021, at Hyderabad, India. The proceedings has cutting edge Research outcome related to Machine learning in control applications, Soft computing, Pattern Recognition, Decision Support Systems, Text analytics and NLP, Statistical Learning, Neural Network Learning, Learning Through Fuzzy Logic, Learning Through Evolution (Evolutionary Algorithms), Reinforcement Learning, Multi-Strategy Learning, Cooperative Learning, Planning And Learning, Multi-Agent Learning, Online And Incremental Learning, Scalability Of Learning Algorithms, Inductive Learning, Inductive Logic Programming, Bayesian Networks, Support Vector Machines, Case-Based Reasoning, Multi-Agent Systems, Human–Computer Interaction, Data Mining and Knowledge Discovery, Knowledge Management and Networks, Data Intensive Computing Architecture, Medicine, Health, Bioinformatics, and Systems Biology, Industrial and Engineering Applications, Security Applications, Smart Cities, Game Playing and Problem Solving, Intelligent Virtual Environments, Economics, Business, And Forecasting Applications. Articles in the book are carefully selected on the basis of their application orientation. The content is expected to be especially useful for Professionals, Researchers, Research students working in the area of cognitive and intelligent computing.

Author : Gunjan Soni,Om Prakash Yadav,Gaurav Kumar Badhotiya,Mangey Ram
Publisher : CRC Press
Page : 261 pages
File Size : 47,5 Mb
Release : 2023-09-22
Category : Technology & Engineering
ISBN : 9781000954081

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Intelligent Prognostics for Engineering Systems with Machine Learning Techniques by Gunjan Soni,Om Prakash Yadav,Gaurav Kumar Badhotiya,Mangey Ram Pdf

The text discusses the latest data-driven, physics-based, and hybrid approaches employed in each stage of industrial prognostics and reliability estimation. It will be a useful text for senior undergraduate, graduate students, and academic researchers in areas such as industrial and production engineering, electrical engineering, and computer science. The book Discusses basic as well as advance research in the field of prognostics Explores integration of data collection, fault detection, degradation modeling and reliability prediction in one volume Covers prognostics and health management (PHM) of engineering systems Discusses latest approaches in the field of prognostics based on machine learning The text deals with tools and techniques used to predict/ extrapolate/ forecast the process behavior, based on current health state assessment and future operating conditions with the help of Machine learning. It will serve as a useful reference text for senior undergraduate, graduate students, and academic researchers in areas such as industrial and production engineering, manufacturing science, electrical engineering, and computer science.

Author : Jyotir Moy Chatterjee,Abhishek Kumar,Pramod Singh Rathore,Vishal Jain
Publisher : Walter de Gruyter GmbH & Co KG
Page : 424 pages
File Size : 45,7 Mb
Release : 2021-02-08
Category : Computers
ISBN : 9783110691276

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Internet of Things and Machine Learning in Agriculture by Jyotir Moy Chatterjee,Abhishek Kumar,Pramod Singh Rathore,Vishal Jain Pdf

Agriculture is one of the most fundamental human activities. As the farming capacity has expanded, the usage of resources such as land, fertilizer, and water has grown exponentially, and environmental pressures from modern farming techniques have stressed natural landscapes. Still, by some estimates, worldwide food production needs to increase to keep up with global food demand. Machine Learning and the Internet of Things can play a promising role in the Agricultural industry, and help to increase food production while respecting the environment. This book explains how these technologies can be applied, offering many case studies developed in the research world.

Author : Jagdish Chand Bansal,Mukesh Kumar Gupta,Harish Sharma,Basant Agarwal
Publisher : Springer Nature
Page : 511 pages
File Size : 55,7 Mb
Release : 2020-04-09
Category : Technology & Engineering
ISBN : 9789811533259

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Communication and Intelligent Systems by Jagdish Chand Bansal,Mukesh Kumar Gupta,Harish Sharma,Basant Agarwal Pdf

This book gathers selected research papers presented at the International Conference on Communication and Intelligent Systems (ICCIS 2019), organised by Swami Keshvanand Institute of Technology, Management & Gramothan (SKIT), Jaipur, India and Rajasthan Technical University, Kota, India on 9–10 November 2019. This book presents a collection of state-of-the-art research work involving cutting-edge technologies for communication and intelligent systems. Over the past few years, advances in artificial intelligence and machine learning have sparked new research efforts around the globe, which explore novel ways of developing intelligent systems and smart communication technologies. The book presents single- and multi-disciplinary research on these themes in order to make the latest results available in a single, readily accessible source.