Recent Developments On Industrial Control Systems Resilience

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Recent Developments on Industrial Control Systems Resilience

Author : Emil Pricop
Publisher : Springer Nature
ISBN 13 : 303031328X
Total Pages : 342 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Recent Developments on Industrial Control Systems Resilience by : Emil Pricop

Download or read book Recent Developments on Industrial Control Systems Resilience written by Emil Pricop and published by Springer Nature. This book was released on 2019-10-05 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides profound insights into industrial control system resilience, exploring fundamental and advanced topics and including practical examples and scenarios to support the theoretical approaches. It examines issues related to the safe operation of control systems, risk analysis and assessment, use of attack graphs to evaluate the resiliency of control systems, preventive maintenance, and malware detection and analysis. The book also discusses sensor networks and Internet of Things devices. Moreover, it covers timely responses to malicious attacks and hazardous situations, helping readers select the best approaches to handle such unwanted situations. The book is essential reading for engineers, researchers, and specialists addressing security and safety issues related to the implementation of modern industrial control systems. It is also a valuable resource for students interested in this area.

Recent Developments on Industrial Control Systems Resilience

Author : Emil Pricop
Publisher :
ISBN 13 : 9783030313296
Total Pages : 333 pages
Book Rating : 4.3/5 (132 download)

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Book Synopsis Recent Developments on Industrial Control Systems Resilience by : Emil Pricop

Download or read book Recent Developments on Industrial Control Systems Resilience written by Emil Pricop and published by . This book was released on 2020 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides profound insights into industrial control system resilience, exploring fundamental and advanced topics and including practical examples and scenarios to support the theoretical approaches. It examines issues related to the safe operation of control systems, risk analysis and assessment, use of attack graphs to evaluate the resiliency of control systems, preventive maintenance, and malware detection and analysis. The book also discusses sensor networks and Internet of Things devices. Moreover, it covers timely responses to malicious attacks and hazardous situations, helping readers select the best approaches to handle such unwanted situations. The book is essential reading for engineers, researchers, and specialists addressing security and safety issues related to the implementation of modern industrial control systems. It is also a valuable resource for students interested in this area.

Proceedings of International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications

Author : Vinit Kumar Gunjan
Publisher : Springer Nature
ISBN 13 : 9811572348
Total Pages : 998 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Proceedings of International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications by : Vinit Kumar Gunjan

Download or read book Proceedings of International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications written by Vinit Kumar Gunjan and published by Springer Nature. This book was released on 2020-10-17 with total page 998 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected research papers presented at the International Conference on Recent Trends in Machine Learning, IOT, Smart Cities & Applications (ICMISC 2020), held on 29–30 March 2020 at CMR Institute of Technology, Hyderabad, Telangana, India. Discussing current trends in machine learning, Internet of things, and smart cities applications, with a focus on multi-disciplinary research in the area of artificial intelligence and cyber-physical systems, this book is a valuable resource for scientists, research scholars and PG students wanting formulate their research ideas and find the future directions in these areas. Further, it serves as a reference work anyone wishing to understand the latest technologies used by practicing engineers around the globe.

Cyber Security: Issues and Current Trends

Author : Nitul Dutta
Publisher : Springer Nature
ISBN 13 : 9811665974
Total Pages : 183 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Cyber Security: Issues and Current Trends by : Nitul Dutta

Download or read book Cyber Security: Issues and Current Trends written by Nitul Dutta and published by Springer Nature. This book was released on 2021-10-30 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents various areas related to cybersecurity. Different techniques and tools used by cyberattackers to exploit a system are thoroughly discussed and analyzed in their respective chapters. The content of the book provides an intuition of various issues and challenges of cybersecurity that can help readers to understand and have awareness about it. It starts with a very basic introduction of security, its varied domains, and its implications in any working organization; moreover, it will talk about the risk factor of various attacks and threats. The concept of privacy and anonymity has been taken into consideration in consecutive chapters. Various topics including, The Onion Router (TOR) and other anonymous services, are precisely discussed with a practical approach. Further, chapters to learn the importance of preventive measures such as intrusion detection system (IDS) are also covered. Due to the existence of severe cyberattacks, digital forensics is a must for investigating the crime and to take precautionary measures for the future occurrence of such attacks. A detailed description of cyberinvestigation is covered in a chapter to get readers acquainted with the need and demands. This chapter deals with evidence collection from the victim's device and the system that has importance in the context of an investigation. Content covered in all chapters is foremost and reported in the current trends in several journals and cybertalks. The proposed book is helpful for any reader who is using a computer or any such electronic gadget in their daily routine. The content of the book is prepared to work as a resource to any undergraduate and graduate-level student to get aware about the concept of cybersecurity, various cyberattacks, and threats in the security. In addition to that, it aimed at assisting researchers and developers to build a strong foundation for security provisioning in any newer technology which they are developing.

Proceedings of Emerging Trends and Technologies on Intelligent Systems

Author : Arti Noor
Publisher : Springer Nature
ISBN 13 : 9811941823
Total Pages : 426 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Proceedings of Emerging Trends and Technologies on Intelligent Systems by : Arti Noor

Download or read book Proceedings of Emerging Trends and Technologies on Intelligent Systems written by Arti Noor and published by Springer Nature. This book was released on 2022-11-15 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents best selected papers presented at the 2nd International Conference on Emerging Trends and Technologies on Intelligent Systems (ETTIS 2022) to be held from 22 – 23 March 2022 in online mode at C-DAC, Noida, India. The book includes current research works in the areas of artificial intelligence, big data, cyber-physical systems, and security in industrial/real-world settings. The book illustrates on-going research results, projects, surveying works, and industrial experiences that describe significant advances in all of the related areas.

Secure and Trusted Cyber Physical Systems

Author : Shantanu Pal
Publisher : Springer Nature
ISBN 13 : 3031082702
Total Pages : 219 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Secure and Trusted Cyber Physical Systems by : Shantanu Pal

Download or read book Secure and Trusted Cyber Physical Systems written by Shantanu Pal and published by Springer Nature. This book was released on 2022-09-02 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the latest design and development of security issues and various defences to construct safe, secure and trusted Cyber-Physical Systems (CPS). In addition, the book presents a detailed analysis of the recent approaches to security solutions and future research directions for large-scale CPS, including its various challenges and significant security requirements. Furthermore, the book provides practical guidance on delivering robust, privacy, and trust-aware CPS at scale. Finally, the book presents a holistic insight into IoT technologies, particularly its latest development in strategic applications in mission-critical systems, including large-scale Industrial IoT, Industry 4.0, and Industrial Control Systems. As such, the book offers an essential reference guide about the latest design and development in CPS for students, engineers, designers, and professional developers.

Wireless Networks

Author : Hamid Jahankhani
Publisher : Springer Nature
ISBN 13 : 3031336313
Total Pages : 352 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Wireless Networks by : Hamid Jahankhani

Download or read book Wireless Networks written by Hamid Jahankhani and published by Springer Nature. This book was released on 2023-09-24 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, wireless networks communication has become the fundamental basis of our work, leisure, and communication life from the early GSM mobile phones to the Internet of Things and Internet of Everything communications. All wireless communications technologies such as Bluetooth, NFC, wireless sensors, wireless LANs, ZigBee, GSM, and others have their own challenges and security threats. This book addresses some of these challenges focusing on the implication, impact, and mitigations of the stated issues. The book provides a comprehensive coverage of not only the technical and ethical issues presented by the use of wireless networks but also the adversarial application of wireless networks and its associated implications. The authors recommend a number of novel approaches to assist in better detecting, thwarting, and addressing wireless challenges and threats. The book also looks ahead and forecasts what attacks can be carried out in the future through the malicious use of the wireless networks if sufficient defenses are not implemented. The research contained in the book fits well into the larger body of work on various aspects of wireless networks and cyber-security. The book provides a valuable reference for cyber-security experts, practitioners, and network security professionals, particularly those interested in the security of the various wireless networks. It is also aimed at researchers seeking to obtain a more profound knowledge in various types of wireless networks in the context of cyber-security, wireless networks, and cybercrime. Furthermore, the book is an exceptional advanced text for Ph.D. and master’s degree programs in cyber-security, network security, cyber-terrorism, and computer science who are investigating or evaluating a security of a specific wireless network. Each chapter is written by an internationally-renowned expert who has extensive experience in law enforcement, industry, or academia. Furthermore, this book blends advanced research findings with practice-based methods to provide the reader with advanced understanding and relevant skills.

HCI International 2020 - Posters

Author : Constantine Stephanidis
Publisher : Springer Nature
ISBN 13 : 3030507327
Total Pages : 762 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis HCI International 2020 - Posters by : Constantine Stephanidis

Download or read book HCI International 2020 - Posters written by Constantine Stephanidis and published by Springer Nature. This book was released on 2020-07-11 with total page 762 pages. Available in PDF, EPUB and Kindle. Book excerpt: The three-volume set CCIS 1224, CCIS 1225, and CCIS 1226 contains the extended abstracts of the posters presented during the 21st International Conference on Human-Computer Interaction, HCII 2020, which took place in Copenhagen, Denmark, in July 2020.* HCII 2020 received a total of 6326 submissions, of which 1439 papers and 238 posters were accepted for publication in the pre-conference proceedings after a careful reviewing process. The 238 papers presented in these three volumes are organized in topical sections as follows: Part I: design and evaluation methods and tools; user characteristics, requirements and preferences; multimodal and natural interaction; recognizing human psychological states; user experience studies; human perception and cognition. -AI in HCI. Part II: virtual, augmented and mixed reality; virtual humans and motion modelling and tracking; learning technology. Part III: universal access, accessibility and design for the elderly; smartphones, social media and human behavior; interacting with cultural heritage; human-vehicle interaction; transport, safety and crisis management; security, privacy and trust; product and service design. *The conference was held virtually due to the COVID-19 pandemic.

Modern Technologies Enabling Safe and Secure UAV Operation in Urban Airspace

Author : P. Śniatała
Publisher : IOS Press
ISBN 13 : 1643681893
Total Pages : 158 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Modern Technologies Enabling Safe and Secure UAV Operation in Urban Airspace by : P. Śniatała

Download or read book Modern Technologies Enabling Safe and Secure UAV Operation in Urban Airspace written by P. Śniatała and published by IOS Press. This book was released on 2021-07 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: The use of Unmanned Aerial Vehicles (UAVs) or ‘drones’ continues to increase, and keeping up to date with technological, legal and commercial developments related to this domain is important, particularly with regard to safety and security in regional and border security operations. This book presents edited contributions from the NATO Advanced Training Course (ATC) entitled “Modern technologies enabling safe and secure UAV operation in urban airspace”, held in Agadir, Morocco, from 25 to 30 November 2019. Participants included experienced scientists and industry engineers involved in UAV development and activity, and the aim of the ATC was to increase awareness among all NATO and partner countries of the safety and security challenges raised by UAV flights in urban airspace, as well as sharing the knowledge and expertise of specialists working to advance the technologies and capabilities that will enhance safety and security across NATO and its partner countries. The ATC began with a presentation about current UAV technologies, and the technological features that might present a threat to the safety of commercial or military airspace applications. Other topics covered included the U-space concept; management of UAV operations in controlled airspace; integration of manned and unmanned aviation; testing and certification of UAVs; autonomous UAV flights; application of UAVs in urban airspace; and BVLOS flights and sensors for UAV navigation and communication. The book will be of interest to all those working with UAVs or seeking to develop and encourage their use, particularly for security purposes.

Process Operational Safety and Cybersecurity

Author : Zhe Wu
Publisher : Springer Nature
ISBN 13 : 3030711838
Total Pages : 277 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Process Operational Safety and Cybersecurity by : Zhe Wu

Download or read book Process Operational Safety and Cybersecurity written by Zhe Wu and published by Springer Nature. This book was released on 2021-06-09 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is focused on the development of rigorous, yet practical, methods for the design of advanced process control systems to improve process operational safety and cybersecurity for a wide range of nonlinear process systems. Process Operational Safety and Cybersecurity develops designs for novel model predictive control systems accounting for operational safety considerations, presents theoretical analysis on recursive feasibility and simultaneous closed-loop stability and safety, and discusses practical considerations including data-driven modeling of nonlinear processes, characterization of closed-loop stability regions and computational efficiency. The text then shifts focus to the design of integrated detection and model predictive control systems which improve process cybersecurity by efficiently detecting and mitigating the impact of intelligent cyber-attacks. The book explores several key areas relating to operational safety and cybersecurity including: machine-learning-based modeling of nonlinear dynamical systems for model predictive control; a framework for detection and resilient control of sensor cyber-attacks for nonlinear systems; insight into theoretical and practical issues associated with the design of control systems for process operational safety and cybersecurity; and a number of numerical simulations of chemical process examples and Aspen simulations of large-scale chemical process networks of industrial relevance. A basic knowledge of nonlinear system analysis, Lyapunov stability techniques, dynamic optimization, and machine-learning techniques will help readers to understand the methodologies proposed. The book is a valuable resource for academic researchers and graduate students pursuing research in this area as well as for process control engineers. Advances in Industrial Control reports and encourages the transfer of technology in control engineering. The rapid development of control technology has an impact on all areas of the control discipline. The series offers an opportunity for researchers to present an extended exposition of new work in all aspects of industrial control.

Industrial Control Systems Security and Resiliency

Author : Craig Rieger
Publisher : Springer Nature
ISBN 13 : 3030182142
Total Pages : 276 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Industrial Control Systems Security and Resiliency by : Craig Rieger

Download or read book Industrial Control Systems Security and Resiliency written by Craig Rieger and published by Springer Nature. This book was released on 2019-08-29 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive overview of the key concerns as well as research challenges in designing secure and resilient Industrial Control Systems (ICS). It will discuss today's state of the art security architectures and couple it with near and long term research needs that compare to the baseline. It will also establish all discussions to generic reference architecture for ICS that reflects and protects high consequence scenarios. Significant strides have been made in making industrial control systems secure. However, increasing connectivity of ICS systems with commodity IT devices and significant human interaction of ICS systems during its operation regularly introduces newer threats to these systems resulting in ICS security defenses always playing catch-up. There is an emerging consensus that it is very important for ICS missions to survive cyber-attacks as well as failures and continue to maintain a certain level and quality of service. Such resilient ICS design requires one to be proactive in understanding and reasoning about evolving threats to ICS components, their potential effects on the ICS mission’s survivability goals, and identify ways to design secure resilient ICS systems. This book targets primarily educators and researchers working in the area of ICS and Supervisory Control And Data Acquisition (SCADA) systems security and resiliency. Practitioners responsible for security deployment, management and governance in ICS and SCADA systems would also find this book useful. Graduate students will find this book to be a good starting point for research in this area and a reference source.

Critical Infrastructure Security and Resilience

Author : Dimitris Gritzalis
Publisher : Springer
ISBN 13 : 3030000249
Total Pages : 313 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Critical Infrastructure Security and Resilience by : Dimitris Gritzalis

Download or read book Critical Infrastructure Security and Resilience written by Dimitris Gritzalis and published by Springer. This book was released on 2019-01-01 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest trends in attacks and protection methods of Critical Infrastructures. It describes original research models and applied solutions for protecting major emerging threats in Critical Infrastructures and their underlying networks. It presents a number of emerging endeavors, from newly adopted technical expertise in industrial security to efficient modeling and implementation of attacks and relevant security measures in industrial control systems; including advancements in hardware and services security, interdependency networks, risk analysis, and control systems security along with their underlying protocols. Novel attacks against Critical Infrastructures (CI) demand novel security solutions. Simply adding more of what is done already (e.g. more thorough risk assessments, more expensive Intrusion Prevention/Detection Systems, more efficient firewalls, etc.) is simply not enough against threats and attacks that seem to have evolved beyond modern analyses and protection methods. The knowledge presented here will help Critical Infrastructure authorities, security officers, Industrial Control Systems (ICS) personnel and relevant researchers to (i) get acquainted with advancements in the field, (ii) integrate security research into their industrial or research work, (iii) evolve current practices in modeling and analyzing Critical Infrastructures, and (iv) moderate potential crises and emergencies influencing or emerging from Critical Infrastructures.

Resilience of Cyber-Physical Systems

Author : Francesco Flammini
Publisher : Springer
ISBN 13 : 3319955977
Total Pages : 229 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Resilience of Cyber-Physical Systems by : Francesco Flammini

Download or read book Resilience of Cyber-Physical Systems written by Francesco Flammini and published by Springer. This book was released on 2019-01-25 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the latest approaches to holistic Cyber-Physical System (CPS) resilience in real-world industrial applications. Ensuring the resilience of CPSs requires cross-discipline analysis and involves many challenges and open issues, including how to address evolving cyber-security threats. The book describes emerging paradigms and techniques from two main viewpoints: CPSs’ exposure to new threats, and CPSs’ potential to counteract them. Further, the chapters address topics ranging from risk modeling to threat management and mitigation. The book offers a clearly structured, highly accessible resource for a diverse readership, including graduate students, researchers and industry practitioners who are interested in evaluating and ensuring the resilience of CPSs in both the development and assessment stages.

Resilient Control Architectures and Power Systems

Author : Craig Rieger
Publisher : John Wiley & Sons
ISBN 13 : 1119660416
Total Pages : 340 pages
Book Rating : 4.1/5 (196 download)

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Book Synopsis Resilient Control Architectures and Power Systems by : Craig Rieger

Download or read book Resilient Control Architectures and Power Systems written by Craig Rieger and published by John Wiley & Sons. This book was released on 2022-01-26 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master the fundamentals of resilient power grid control applications with this up-to-date resource from four industry leaders Resilient Control Architectures and Power Systems delivers a unique perspective on the singular challenges presented by increasing automation in society. In particular, the book focuses on the difficulties presented by the increased automation of the power grid. The authors provide a simulation of this real-life system, offering an accurate and comprehensive picture of a how a power control system works and, even more importantly, how it can fail. The editors invite various experts in the field to describe how and why power systems fail due to cyber security threats, human error, and complex interdependencies. They also discuss promising new concepts researchers are exploring that promise to make these control systems much more resilient to threats of all kinds. Finally, resilience fundamentals and applications are also investigated to allow the reader to apply measures that ensure adequate operation in complex control systems. Among a variety of other foundational and advanced topics, you'll learn about: The fundamentals of power grid infrastructure, including grid architecture, control system architecture, and communication architecture The disciplinary fundamentals of control theory, human-system interfaces, and cyber security The fundamentals of resilience, including the basis of resilience, its definition, and benchmarks, as well as cross-architecture metrics and considerations The application of resilience concepts, including cyber security challenges, control challenges, and human challenges A discussion of research challenges facing professionals in this field today Perfect for research students and practitioners in fields concerned with increasing power grid automation, Resilient Control Architectures and Power Systems also has a place on the bookshelves of members of the Control Systems Society, the Systems, Man and Cybernetics Society, the Computer Society, the Power and Energy Society, and similar organizations.

Proceedings of Third Emerging Trends and Technologies on Intelligent Systems

Author : Arti Noor
Publisher : Springer Nature
ISBN 13 : 9819939631
Total Pages : 745 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Proceedings of Third Emerging Trends and Technologies on Intelligent Systems by : Arti Noor

Download or read book Proceedings of Third Emerging Trends and Technologies on Intelligent Systems written by Arti Noor and published by Springer Nature. This book was released on 2023-09-19 with total page 745 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents best selected papers presented at the International Conference on Emerging Trends and Technologies on Intelligent Systems (ETTIS 2023) held from 23 – 24 February 2023 in hybrid mode at C-DAC, Noida, India. The book includes current research works in the areas of artificial intelligence, big data, cyber-physical systems, and security in industrial/real-world settings. The book illustrates on-going research results, projects, surveying works, and industrial experiences that describe significant advances in all of the related areas.

Data Analytics for Smart Grids Applications—A Key to Smart City Development

Author : Devendra Kumar Sharma
Publisher : Springer Nature
ISBN 13 : 3031460928
Total Pages : 466 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Data Analytics for Smart Grids Applications—A Key to Smart City Development by : Devendra Kumar Sharma

Download or read book Data Analytics for Smart Grids Applications—A Key to Smart City Development written by Devendra Kumar Sharma and published by Springer Nature. This book was released on 2024-01-03 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces big data analytics and corresponding applications in smart grids. The characterizations of big data, smart grids as well as a huge amount of data collection are first discussed as a prelude to illustrating the motivation and potential advantages of implementing advanced data analytics in smart grids. Basic concepts and the procedures of typical data analytics for general problems are also discussed. The advanced applications of different data analytics in smart grids are addressed as the main part of this book. By dealing with a huge amount of data from electricity networks, meteorological information system, geographical information system, etc., many benefits can be brought to the existing power system and improve customer service as well as social welfare in the era of big data. However, to advance the applications of big data analytics in real smart grids, many issues such as techniques, awareness, and synergies have to be overcome. This book provides deployment of semantic technologies in data analysis along with the latest applications across the field such as smart grids.

Recent Developments in Machine and Human Intelligence

Author : Rajest, S. Suman
Publisher : IGI Global
ISBN 13 : 1668491915
Total Pages : 383 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Recent Developments in Machine and Human Intelligence by : Rajest, S. Suman

Download or read book Recent Developments in Machine and Human Intelligence written by Rajest, S. Suman and published by IGI Global. This book was released on 2023-09-11 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: Establishing the means to improve performance in healthy, clinical, and military populations has long been a focus of study in the psychological and brain sciences. However, a major obstacle to this goal is generating individualized performance phenotypes that allow for the design of interventions that are tailored to the specific needs of the individual. Recent developments in artificial intelligence (AI) have qualified for the development of precision approaches that consider individual differences, allowing, for example, the establishment of individualized training, preparation, and recuperation programs optimal for an individual’s cognitive and biological phenotype. Corollary developments in AI have proven that combining domain expertise and stakeholder insights can considerably improve AI’s quality, performance, and dependability in the psychology and brain sciences. Recent Developments in Machine and Human Intelligence studies original empirical work, literature reviews, and methodological papers that establish and validate precision AI methods for human performance optimization with a focus on modeling individual differences via state-of-the-art computational methods and investigating how domain expertise and human judgment can improve the performance of AI methods. The topics are crafted in such a way as to cover all the areas of artificial and human intelligence that require AI for further development. This book contains algorithms and techniques that are explained with the help of developed source code and encompasses the readiness and needs for advancements in managing yet another pandemic in the future. It is designed for academicians, scientists, research scholars, professors, graduates, undergraduates, and students.