Modern Approaches In Machine Learning And Cognitive Science A Walkthrough

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Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough

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

Author : Vinit Kumar Gunjan,Jacek M. Zurada,Ninni Singh
Publisher : Springer Nature
Page : 337 pages
File Size : 51,5 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.

Modern Approaches in Machine Learning & Cognitive Science: A Walkthrough

Vinit Kumar Gunjan,Jacek M. Zurada
Modern Approaches in Machine Learning Cognitive Science A Walkthrough Book PDF

Author : Vinit Kumar Gunjan,Jacek M. Zurada
Publisher : Unknown
Page : 0 pages
File Size : 49,7 Mb
Release : 2022
Category : Electronic
ISBN : 3030966356

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

This book provides a systematic and comprehensive overview of AI and machine learning which have got the ability to identify patterns in large and complex data sets. A remarkable success has been experienced in the last decade by emulating the brain computer interface. It presents the cognitive science methods and technologies that have played an important role at the core of practical solutions for a wide scope of tasks between handheld apps, industrial process control, autonomous vehicles, environmental policies, life sciences, playing computer games, computational theory, and engineering development. The chapters in this book focuses on audiences interested in machine learning, cognitive and neuro-inspired computational systems, their theories, mechanisms, and architecture, which underline human and animal behaviour, and their application to conscious and intelligent systems. In the current version, it focuses on the successful implementation and step-by-step 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 and cognitive science such as healthcare products, medical electronics, and gaming.

Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough

Vinit Kumar Gunjan,Jacek M. Zurada
Modern Approaches in Machine Learning and Cognitive Science A Walkthrough Book PDF

Author : Vinit Kumar Gunjan,Jacek M. Zurada
Publisher : Springer Nature
Page : 515 pages
File Size : 54,7 Mb
Release : 2021-04-26
Category : Technology & Engineering
ISBN : 9783030682910

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

This book provides a systematic and comprehensive overview of machine learning with cognitive science methods and technologies which have played an important role at the core of practical solutions for a wide scope of tasks between handheld apps, industrial process control, autonomous vehicles, environmental policies, life sciences, playing computer games, computational theory, and engineering development. The chapters in this book focus on readers interested in machine learning, cognitive and neuro-inspired computational systems – theories, mechanisms, and architecture, which underline human and animal behaviour, and their application to conscious and intelligent systems. In the current version, it focuses on the successful implementation and step-by-step explanation of practical applications of the domain. It also offers a wide range of inspiring and interesting cutting-edge contributions to applications of machine learning and cognitive science such as healthcare products, medical electronics, and gaming. Overall, this book provides valuable information on effective, cutting-edge techniques and approaches for students, researchers, practitioners, and academicians working in the field of AI, neural network, 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.

Modern Approaches in Machine Learning and Cognitive Science

Vinit Kumar Gunjan,Jacek M. Zurada,Balasubramanian Raman,G. R. Gangadharan
Modern Approaches in Machine Learning and Cognitive Science Book PDF

Author : Vinit Kumar Gunjan,Jacek M. Zurada,Balasubramanian Raman,G. R. Gangadharan
Publisher : Unknown
Page : 245 pages
File Size : 41,8 Mb
Release : 2020
Category : Artificial intelligence
ISBN : 3030384462

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Modern Approaches in Machine Learning and Cognitive Science by Vinit Kumar Gunjan,Jacek M. Zurada,Balasubramanian Raman,G. R. Gangadharan Pdf

This book discusses various machine learning & cognitive science approaches, presenting high-throughput research by experts in this area. Bringing together machine learning, cognitive science and other aspects of artificial intelligence to help provide a roadmap for future research on intelligent systems, the book is a valuable reference resource for students, researchers and industry practitioners wanting to keep abreast of recent developments in this dynamic, exciting and profitable research field. It is intended for postgraduate students, researchers, scholars and developers who are interested in machine learning and cognitive research, and is also suitable for senior undergraduate courses in related topics. Further, it is useful for practitioners dealing with advanced data processing, applied mathematicians, developers of software for agent-oriented systems and developers of embedded and real-time systems.

Modern Approaches in Machine Learning & Cognitive Science: A Walkthrough

Vinit Kumar Gunjan,Jacek M. Zurada
Modern Approaches in Machine Learning Cognitive Science A Walkthrough Book PDF

Author : Vinit Kumar Gunjan,Jacek M. Zurada
Publisher : Springer Nature
Page : 545 pages
File Size : 49,8 Mb
Release : 2022-04-22
Category : Technology & Engineering
ISBN : 9783030966348

Get Book

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

This book provides a systematic and comprehensive overview of AI and machine learning which have got the ability to identify patterns in large and complex data sets. A remarkable success has been experienced in the last decade by emulating the brain computer interface. It presents the cognitive science methods and technologies that have played an important role at the core of practical solutions for a wide scope of tasks between handheld apps, industrial process control, autonomous vehicles, environmental policies, life sciences, playing computer games, computational theory, and engineering development. The chapters in this book focuses on audiences interested in machine learning, cognitive and neuro-inspired computational systems, their theories, mechanisms, and architecture, which underline human and animal behaviour, and their application to conscious and intelligent systems. In the current version, it focuses on the successful implementation and step-by-step 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 and cognitive science such as healthcare products, medical electronics, and gaming.

Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough

Vinit Kumar Gunjan,Jacek M. Zurada
Modern Approaches in Machine Learning and Cognitive Science A Walkthrough Book PDF

Author : Vinit Kumar Gunjan,Jacek M. Zurada
Publisher : Unknown
Page : 0 pages
File Size : 50,6 Mb
Release : 2021
Category : Electronic
ISBN : 3030682927

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

This book provides a systematic and comprehensive overview of machine learning with cognitive science methods and technologies which have played an important role at the core of practical solutions for a wide scope of tasks between handheld apps, industrial process control, autonomous vehicles, environmental policies, life sciences, playing computer games, computational theory, and engineering development. The chapters in this book focus on readers interested in machine learning, cognitive and neuro-inspired computational systems - theories, mechanisms, and architecture, which underline human and animal behaviour, and their application to conscious and intelligent systems. In the current version, it focuses on the successful implementation and step-by-step explanation of practical applications of the domain. It also offers a wide range of inspiring and interesting cutting-edge contributions to applications of machine learning and cognitive science such as healthcare products, medical electronics, and gaming. Overall, this book provides valuable information on effective, cutting-edge techniques and approaches for students, researchers, practitioners, and academicians working in the field of AI, neural network, 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. .

Modern Approaches in IoT and Machine Learning for Cyber Security

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

Author : Vinit Kumar Gunjan,Mohd Dilshad Ansari,Mohammed Usman,ThiDieuLinh Nguyen
Publisher : Springer Nature
Page : 415 pages
File Size : 40,6 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.

ICDSMLA 2021

Amit Kumar,Sabrina Senatore,Vinit Kumar Gunjan
ICDSMLA 2021 Book PDF

Author : Amit Kumar,Sabrina Senatore,Vinit Kumar Gunjan
Publisher : Springer Nature
Page : 875 pages
File Size : 52,8 Mb
Release : 2023-02-06
Category : Technology & Engineering
ISBN : 9789811959363

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ICDSMLA 2021 by Amit Kumar,Sabrina Senatore,Vinit Kumar Gunjan Pdf

This book gathers selected high-impact articles from the 3rd International Conference on Data Science, Machine Learning & Applications 2021. 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.

Advances in Cognitive Science and Communications

Amit Kumar,Stefan Mozar,Jan Haase
Advances in Cognitive Science and Communications Book PDF

Author : Amit Kumar,Stefan Mozar,Jan Haase
Publisher : Springer Nature
Page : 1152 pages
File Size : 45,7 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. ​

Proceedings of the 4th International Conference on Data Science, Machine Learning and Applications

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

Author : Amit Kumar,Vinit Kumar Gunjan,Yu-Chen Hu,Sabrina Senatore
Publisher : Springer Nature
Page : 436 pages
File Size : 44,9 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.

Intelligent Approaches to Cyber Security

Narendra M Shekokar,Hari Vasudevan,Surya S Durbha,Antonis Michalas,Tatwadarshi P Nagarhalli
Intelligent Approaches to Cyber Security Book PDF

Author : Narendra M Shekokar,Hari Vasudevan,Surya S Durbha,Antonis Michalas,Tatwadarshi P Nagarhalli
Publisher : CRC Press
Page : 196 pages
File Size : 46,9 Mb
Release : 2023-10-11
Category : Computers
ISBN : 9781000961652

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Intelligent Approaches to Cyber Security by Narendra M Shekokar,Hari Vasudevan,Surya S Durbha,Antonis Michalas,Tatwadarshi P Nagarhalli Pdf

Intelligent Approach to Cyber Security provides details on the important cyber security threats and its mitigation and the influence of Machine Learning, Deep Learning and Blockchain technologies in the realm of cyber security. Features: Role of Deep Learning and Machine Learning in the Field of Cyber Security Using ML to defend against cyber-attacks Using DL to defend against cyber-attacks Using blockchain to defend against cyber-attacks This reference text will be useful for students and researchers interested and working in future cyber security issues in the light of emerging technology in the cyber world.

Cybernetics, Cognition and Machine Learning Applications

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

Author : Vinit Kumar Gunjan,P. N. Suganthan,Jan Haase,Amit Kumar
Publisher : Springer Nature
Page : 237 pages
File Size : 49,5 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.

Computer-aided Design and Diagnosis Methods for Biomedical Applications

Varun Bajaj,G R Sinha
Computer aided Design and Diagnosis Methods for Biomedical Applications Book PDF

Author : Varun Bajaj,G R Sinha
Publisher : CRC Press
Page : 392 pages
File Size : 55,9 Mb
Release : 2021-04-28
Category : Medical
ISBN : 9781000374285

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Computer-aided Design and Diagnosis Methods for Biomedical Applications by Varun Bajaj,G R Sinha Pdf

Computer-aided design (CAD) plays a key role in improving biomedical systems for various applications. It also helps in the detection, identification, predication, analysis, and classification of diseases, in the management of chronic conditions, and in the delivery of health services. This book discusses the uses of CAD to solve real-world problems and challenges in biomedical systems with the help of appropriate case studies and research simulation results. Aiming to overcome the gap between CAD and biomedical science, it describes behaviors, concepts, fundamentals, principles, case studies, and future directions for research, including the automatic identification of related disorders using CAD. Features: Proposes CAD for the study of biomedical signals to understand physiology and to improve healthcare systems’ ability to diagnose and identify health disorders. Presents concepts of CAD for biomedical modalities in different disorders. Discusses design and simulation examples, issues, and challenges. Illustrates bio-potential signals and their appropriate use in studying different disorders. Includes case studies, practical examples, and research directions. Computer-Aided Design and Diagnosis Methods for Biometrical Applications is aimed at researchers, graduate students in biomedical engineering, image processing, biomedical technology, medical imaging, and health informatics.

Computational Intelligence in Healthcare

Meenu Gupta,Shakeel Ahmed,Rakesh Kumar,Chadi Altrjman
Computational Intelligence in Healthcare Book PDF

Author : Meenu Gupta,Shakeel Ahmed,Rakesh Kumar,Chadi Altrjman
Publisher : CRC Press
Page : 227 pages
File Size : 40,5 Mb
Release : 2023-02-10
Category : Computers
ISBN : 9781000829440

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Computational Intelligence in Healthcare by Meenu Gupta,Shakeel Ahmed,Rakesh Kumar,Chadi Altrjman Pdf

Computational intelligence (CI) refers to the ability of computers to accomplish tasks that are normally completed by intelligent beings such as humans and animals. Artificial intelligent systems offer great improvement in healthcare systems by providing more intelligent and convenient solutions and services assisted by machine learning, wireless communications, data analytics, cognitive computing, and mobile computing. Modern health treatments are faced with the challenge of acquiring, analysing, and applying the large amount of knowledge necessary to solve complex problems. AI techniques are being effectively used in the field of healthcare systems by extracting the useful information from the vast amounts of data by applying human expertise and CI methods, such as fuzzy models, artificial neural networks, evolutionary algorithms, and probabilistic methods which have recently emerged as promising tools for the development and application of intelligent systems in healthcare practice. This book starts with the fundamentals of computer intelligence and the techniques and procedures associated with them. Contained in the book are state-of-the-art CI methods and other allied techniques used in healthcare systems as well as advances in different CI methods that confront the problem of effective data analysis and storage faced by healthcare institutions. The objective of this book is to provide the latest research related to the healthcare sector to researchers and engineers with a platform encompassing state-of-the-art innovations, research and design, and the implementation of methodologies.

Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough

Vinit Kumar Gunjan,Jacek M. Zurada,Balasubramanian Raman,G. R. Gangadharan
Modern Approaches in Machine Learning and Cognitive Science A Walkthrough Book PDF

Author : Vinit Kumar Gunjan,Jacek M. Zurada,Balasubramanian Raman,G. R. Gangadharan
Publisher : Springer Nature
Page : 243 pages
File Size : 40,6 Mb
Release : 2020-02-04
Category : Technology & Engineering
ISBN : 9783030384456

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Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough by Vinit Kumar Gunjan,Jacek M. Zurada,Balasubramanian Raman,G. R. Gangadharan Pdf

This book discusses various machine learning & cognitive science approaches, presenting high-throughput research by experts in this area. Bringing together machine learning, cognitive science and other aspects of artificial intelligence to help provide a roadmap for future research on intelligent systems, the book is a valuable reference resource for students, researchers and industry practitioners wanting to keep abreast of recent developments in this dynamic, exciting and profitable research field. It is intended for postgraduate students, researchers, scholars and developers who are interested in machine learning and cognitive research, and is also suitable for senior undergraduate courses in related topics. Further, it is useful for practitioners dealing with advanced data processing, applied mathematicians, developers of software for agent-oriented systems and developers of embedded and real-time systems.