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Cognitive Informatics, Computer Modelling, and Cognitive Science

Cognitive Informatics, Computer Modelling, and Cognitive Science
Volume 1: Theory, Case Studies, and Applications

by Ganesh R. Sinha,Jasjit S. Suri

  • Publisher : Academic Press
  • Release : 2020-03-17
  • Pages : 396
  • ISBN : 012819443X
  • Language : En, Es, Fr & De
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Cognitive Informatics, Computer Modelling, and Cognitive Science: Theory, Case Studies, and Applications presents the theoretical background and history of cognitive science to help readers understand its foundations, philosophical and psychological aspects, and applications in a wide range of engineering and computer science case studies. Cognitive science, a cognitive model of the brain, knowledge representation, and information processing in the human brain are discussed, as is the theory of consciousness, neuroscience, intelligence, decision-making, mind and behavior analysis, and the various ways cognitive computing is used for information manipulation, processing and decision-making. Mathematical and computational models, structures and processes of the human brain are also covered, along with advances in machine learning, artificial intelligence, cognitive knowledge base, deep learning, cognitive image processing and suitable data analytics.

Cognitive Informatics, Computer Modelling, and Cognitive Science

Cognitive Informatics, Computer Modelling, and Cognitive Science
Volume 1: Theory, Case Studies, and Applications

by G. R. Sinha,Jasjit S. Suri

  • Publisher : Academic Press
  • Release : 2020-04-07
  • Pages : 410
  • ISBN : 0128194448
  • Language : En, Es, Fr & De
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Cognitive Informatics, Computer Modelling, and Cognitive Science: Theory, Case Studies, and Applications presents the theoretical background and history of cognitive science to help readers understand its foundations, philosophical and psychological aspects, and applications in a wide range of engineering and computer science case studies. Cognitive science, a cognitive model of the brain, knowledge representation, and information processing in the human brain are discussed, as is the theory of consciousness, neuroscience, intelligence, decision-making, mind and behavior analysis, and the various ways cognitive computing is used for information manipulation, processing and decision-making. Mathematical and computational models, structures and processes of the human brain are also covered, along with advances in machine learning, artificial intelligence, cognitive knowledge base, deep learning, cognitive image processing and suitable data analytics. Identifies how foundational theories and concepts in cognitive science are applicable in other fields Includes a comprehensive review of cognitive science applications in multiple domains, applying it to neural engineering, robotics, computer science and STEM Includes models of brain processing, consciousness, decision-making, and more Provides in-depth technical coverage of cognitive informatics and computing, including coverage of cognitive knowledge base, information theory, cognitive machine learning and intelligence

Cognitive Informatics, Computer Modelling, and Cognitive Science

Cognitive Informatics, Computer Modelling, and Cognitive Science
Volume 2: Application to Neural Engineering, Robotics, and STEM

by Ganesh R. Sinha

  • Publisher : Academic Press
  • Release : 2020-03
  • Pages : 484
  • ISBN : 0128194456
  • Language : En, Es, Fr & De
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Cognitive Informatics, Computer Modelling, and Cognitive Science: Volume Two, Application to Neural Engineering, Robotics, and STEM presents the practical, real-world applications of Cognitive Science to help readers understand how it can help them in their research, engineering and academic pursuits. The book is presented in two volumes, covering Introduction and Theoretical Background, Philosophical and Psychological Theory, and Cognitive Informatics and Computing. Volume Two includes Statistics for Cognitive Science, Cognitive Applications and STEM Case Studies. Other sections cover Cognitive Informatics, Computer Modeling and Cognitive Science: Application to Neural Engineering, Robotics, and STEM. The book's authors discuss the current status of research in the field of Cognitive Science, including cognitive language processing that paves the ways for developing numerous tools for helping physically challenged persons, and more.

Advances in Cognitive Informatics and Cognitive Computing

Advances in Cognitive Informatics and Cognitive Computing
A Book

by Yingxu Wang,Du Zhang,Witold Kinsner

  • Publisher : Springer
  • Release : 2010-12-08
  • Pages : 297
  • ISBN : 3642160832
  • Language : En, Es, Fr & De
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Cognitive Informatics (CI) is the science of cognitive information processing and its applications in cognitive computing. CI is a transdisciplinary enquiry of computer science, information science, cognitive science, and intelligence science that investigates into the internal information processing mechanisms and processes of the brain. Advances and engineering applications of CI have led to the emergence of cognitive computing and the development of Cognitive Computers (CCs) that reason and learn. As initiated by Yingxu Wang and his colleagues, CC has emerged and developed based on the transdisciplinary research in CI, abstract intelligence (aI), and denotational mathematics after the inauguration of the series of IEEE International Conference on Cognitive Informatics since 2002 at Univ. of Calgary, Stanford Univ., and Tsinghua Univ., etc. This volume in LNCS (subseries of Computational Intelligence), LNCI 323, edited by Y. Wang, D. Zhang, and W. Kinsner, presents the latest development in cognitive informatics and cognitive computing. The book focuses on the explanation of cognitive models of the brain, the layered reference model of the brain, the fundamental mechanisms of abstract intelligence, and the implementation of computational intelligence by autonomous inference and learning engines based on CCs.

Cognitive Informatics for Revealing Human Cognition: Knowledge Manipulations in Natural Intelligence

Cognitive Informatics for Revealing Human Cognition: Knowledge Manipulations in Natural Intelligence
Knowledge Manipulations in Natural Intelligence

by Wang, Yingxu

  • Publisher : IGI Global
  • Release : 2012-11-30
  • Pages : 456
  • ISBN : 1466624779
  • Language : En, Es, Fr & De
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"This book presents indepth research that builds a link between natural and life sciences with informatics and computer science for investigating cognitive mechanisms and the human information processes"--

Cognitive Techniques in Visual Data Interpretation

Cognitive Techniques in Visual Data Interpretation
A Book

by Lidia Ogiela

  • Publisher : Springer Science & Business Media
  • Release : 2009-07-21
  • Pages : 115
  • ISBN : 3642026923
  • Language : En, Es, Fr & De
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The extremely rapid progress of science dealing with the design of new computer systems and the development of intelligent algorithmic solutions for solving c- plex problems has become apparent also in the field of computational intelligence and cognitive informatics methods. The progress of these new branches of inf- matics has only started a few years ago, but they are already making a very s- nificant contribution to the development of modern technologies, and also forming the foundations for future research on building an artificial brain and systems i- tating human thought processes. We are already able to build robots with basic machine intelligence, which can sometimes perform complex actions and also - erate by adapting to changing conditions of their surroundings. This very impr- sive development of intelligent systems is manifested in the creation of robotic devices which use artificial intelligence algorithms in their operations, mo- ments, when solving difficult problems or communicating with humans. It is also evidenced by the introduction of new methods of reasoning about and interpreting objects or events surrounding the system. One of the fields in which the need to deploy such modern solutions is obvious are cognitive vision systems used both in mobile robots and in computer systems which recognise or interpret the meaning of recorded signals or patterns.

Developments in Natural Intelligence Research and Knowledge Engineering: Advancing Applications

Developments in Natural Intelligence Research and Knowledge Engineering: Advancing Applications
Advancing Applications

by Wang, Yingxu

  • Publisher : IGI Global
  • Release : 2012-06-30
  • Pages : 381
  • ISBN : 1466617446
  • Language : En, Es, Fr & De
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"This book covers the intricate worlds of thought, comprehension, intelligence, and knowledge through the scientific field of Cognitive Science, covering topics that have been pivotal at major conferences covering Cognitive Science"--Provided by publisher.

Cognitive Informatics for Biomedicine

Cognitive Informatics for Biomedicine
Human Computer Interaction in Healthcare

by Vimla L. Patel,Thomas G. Kannampallil,David R. Kaufman

  • Publisher : Springer
  • Release : 2015-08-10
  • Pages : 332
  • ISBN : 3319172727
  • Language : En, Es, Fr & De
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The book reports on the current state on HCI in biomedicine and health care, focusing on the role of human factors, patient safety well as methodological underpinnings of HCI theories and its application for biomedical informatics. Theories, models and frameworks for human-computer interaction (HCI) have been recognized as key contributors for the design, development and use of computer-based systems. In the clinical domain, key themes that litter the research landscape of health information technology (HIT) are usability, decision support and clinical workflow – all of which are affected directly or indirectly by the nature of HCI. While the implications of HCI principles for the design of HIT are acknowledged, the adoption of the tools and techniques among clinicians, informatics researchers and developers of HIT are limited. There is a general consensus that HIT has not realized its potential as a tool to facilitate clinical decision-making, the coordination of care and improves patient safety. Embracing sound principles of iterative design can yield significant dividends. It can also enhance practitioner’s abilities to meet “meaningful use” requirements. The purpose of the book is two-fold: to address key gaps on the applicability of theories, models and evaluation frameworks of HCI and human factors for research in biomedical informatics. It highlights the state of the art, drawing from the current research in HCI. Second, it also serves as a graduate level textbook highlighting key topics in HCI relevant for biomedical informatics, computer science and social science students working in the healthcare domain. For instructional purposes, the book provides additional information and a set of questions for interactive class discussion for each section. The purpose of these questions is to encourage students to apply the learned concepts to real world healthcare problems.​

Advances in Cognitive Informatics and Cognitive Computing

Advances in Cognitive Informatics and Cognitive Computing
A Book

by Yingxu Wang,Du Zhang,Witold Kinsner

  • Publisher : Unknown Publisher
  • Release : 2011-03-30
  • Pages : 316
  • ISBN : 9783642160844
  • Language : En, Es, Fr & De
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Nursing Informatics and the Foundation of Knowledge

Nursing Informatics and the Foundation of Knowledge
A Book

by Dee McGonigle,Kathleen Mastrian

  • Publisher : Jones & Bartlett Publishers
  • Release : 2021-03-08
  • Pages : 606
  • ISBN : 128422046X
  • Language : En, Es, Fr & De
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Nursing Informatics and the Foundation of Knowledge, Fifth Edition is a foundational text for teaching nursing students the core concepts of knowledge management while providing an understanding of the technology tools and applications where a certain level of proficiency is required. A practical guide for understanding how to leverage modern technology, the text teaches students how to acquire, process and disseminate knowledge. Grounded in the Foundation of Knowledge Model, the authors leverage this framework throughout as an organizational structure by which to teach and learn nursing informatics. The Fifth Edition gives nurses the tools and knowledge they need to succeed in the information age. Each chapter has been carefully updated to reflect the most current advances in technology, healthcare and reimbursement services. The authors also highlight the timely and impactful contribution of informatics to quality improvement, interprofessional collaboration, and the pandemic response. Finally, a thought-provoking chapter ties all of the elements of informatics together and asks students to consider the future impact of technology on the patient care experience by examining care bots, cyborgs and artificial intelligence.

Informatics for Health Professionals

Informatics for Health Professionals
A Book

by Kathleen Mastrian,Dee McGonigle

  • Publisher : Jones & Bartlett Learning
  • Release : 2019-12-17
  • Pages : 450
  • ISBN : 1284182096
  • Language : En, Es, Fr & De
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Informatics for Health Professionals is an excellent resource to provide healthcare students and professionals with the foundational knowledge to integrate informatics principles into practice.

Cognitive Informatics in Health and Biomedicine

Cognitive Informatics in Health and Biomedicine
Case Studies on Critical Care, Complexity and Errors

by Vimla L. Patel,David R. Kaufman,Trevor Cohen

  • Publisher : Springer Science & Business Media
  • Release : 2013-11-26
  • Pages : 505
  • ISBN : 1447154908
  • Language : En, Es, Fr & De
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Enormous advances in information technology have permeated essentially all facets of life in the past two decades. Formidable challenges remain in fostering tools that enhance productivity but are sensitive to work practices. Cognitive Informatics (CI) is the multidisciplinary study of cognition, information and computational sciences that investigates all facets of human computing including design and computer-mediated intelligent action, thus is strongly grounded in methods and theories from cognitive science. As an applied discipline, it has a close affiliation with human factors and human-computer interaction, and provides a framework for the analysis and modeling of complex human performance in technology-mediated settings and contributes to the design and development of better information systems. In recent years, CI has emerged as a distinct area with special relevance to biomedicine and health care. In addition, it has become a foundation for education and training of health informaticians, the Office of the National Coordinator for Health Information Technology initiating a program including CI as one of its critical elements to support health IT curriculum development. This book represents a first textbook on cognitive informatics and will focus on key examples drawn from the application of methods and theories from CI to challenges pertaining to the practice of critical-care medicine (CCM). Technology is transforming critical care workflows and re-organizing patient care management processes. CCM has proven to be a fertile test bed for theories and methods of cognitive informatics. CI, in turn, has contributed much to our understanding of the factors that result in complexity and patient errors. The topic is strongly interdisciplinary and will be important for individuals from a range of academic and professional backgrounds, including critical care specialists, psychologists, computer scientists, medical informaticians, and anthropologists.​​

Informatics for Health Professionals

Informatics for Health Professionals
A Book

by Mastrian,Dee McGonigle

  • Publisher : Jones & Bartlett Publishers
  • Release : 2016-04-11
  • Pages : 454
  • ISBN : 1284102637
  • Language : En, Es, Fr & De
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Provides healthcare students and professionals with the foundational knowledge to integrate informatics principles into clinical practice. Key content focuses on current informatics research and practice including but not limited to: technology trends, information security advances, health information exchanges, care coordination, transition technologies, ethical and legislative aspects, social media use, mobile health, bioinformatics, knowledge management, data mining, and more. Helpful learning tools include case studies, provoking questions to prompt discussion and application of the material learned, research briefs to encourage the reader to access current research, and call-outs which focus on cutting-edge innovations, meaningful use, and patient safety.

Software and Intelligent Sciences: New Transdisciplinary Findings

Software and Intelligent Sciences: New Transdisciplinary Findings
New Transdisciplinary Findings

by Wang, Yingxu

  • Publisher : IGI Global
  • Release : 2012-03-31
  • Pages : 423
  • ISBN : 1466602627
  • Language : En, Es, Fr & De
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The junction of software development and engineering combined with the study of intelligence has created a bustling intersection of theory, design, engineering, and conceptual thought.Software and Intelligent Sciences: New Transdisciplinary Findings sits at a crossroads and informs advanced researchers, students, and practitioners on the developments in computer science, theoretical software engineering, cognitive science, cognitive informatics, and intelligence science. The crystallization of accumulated knowledge by the fertilization of these areas, have led to the emergence of a transdisciplinary field known as software and intelligence sciences, to which this book is an important contribution and a resource for both fields alike.

Advances in Abstract Intelligence and Soft Computing

Advances in Abstract Intelligence and Soft Computing
A Book

by Wang, Yingxu

  • Publisher : IGI Global
  • Release : 2012-12-31
  • Pages : 456
  • ISBN : 1466626828
  • Language : En, Es, Fr & De
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Continuous developments in software and intelligence sciences have brought together the studies of both natural and machine intelligence and the relationship between the function of the brain and the abstract soft mind; creating a new multidisciplinary field of study. Advances in Abstract Intelligence and Soft Computing brings together the latest research in computer science: theoretical software engineering, cognitive science and informatics, and also their influence on the processes of natural and machine intelligence. This book is a collection of widespread research in the constant expansions on this emerging discipline.

Biomedical Signal Processing for Healthcare Applications

Biomedical Signal Processing for Healthcare Applications
A Book

by Varun Bajaj,G. R. Sinha,Chinmay Chakraborty

  • Publisher : CRC Press
  • Release : 2021-07-21
  • Pages : 336
  • ISBN : 1000413306
  • Language : En, Es, Fr & De
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This book examines the use of biomedical signal processing—EEG, EMG, and ECG—in analyzing and diagnosing various medical conditions, particularly diseases related to the heart and brain. In combination with machine learning tools and other optimization methods, the analysis of biomedical signals greatly benefits the healthcare sector by improving patient outcomes through early, reliable detection. The discussion of these modalities promotes better understanding, analysis, and application of biomedical signal processing for specific diseases. The major highlights of Biomedical Signal Processing for Healthcare Applications include biomedical signals, acquisition of signals, pre-processing and analysis, post-processing and classification of the signals, and application of analysis and classification for the diagnosis of brain- and heart-related diseases. Emphasis is given to brain and heart signals because incomplete interpretations are made by physicians of these aspects in several situations, and these partial interpretations lead to major complications. FEATURES Examines modeling and acquisition of biomedical signals of different disorders Discusses CAD-based analysis of diagnosis useful for healthcare Includes all important modalities of biomedical signals, such as EEG, EMG, MEG, ECG, and PCG Includes case studies and research directions, including novel approaches used in advanced healthcare systems This book can be used by a wide range of users, including students, research scholars, faculty, and practitioners in the field of biomedical engineering and medical image analysis and diagnosis.

Nursing Informatics and the Foundation of Knowledge

Nursing Informatics and the Foundation of Knowledge
A Book

by Mcgonigle

  • Publisher : Jones & Bartlett Learning
  • Release : 2017-03-17
  • Pages : 606
  • ISBN : 1284121240
  • Language : En, Es, Fr & De
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Nursing Informatics and the Foundation of Knowledge, Fourth Edition teaches nursing students the history of healthcare informatics, current issues, basic informatics concepts, and health information management applications. This comprehensive text includes the building blocks of informatics through complicated topics such as data mining, bioinformatics, and system development.

Breakthroughs in Software Science and Computational Intelligence

Breakthroughs in Software Science and Computational Intelligence
A Book

by Wang, Yingxu

  • Publisher : IGI Global
  • Release : 2012-03-31
  • Pages : 444
  • ISBN : 1466602651
  • Language : En, Es, Fr & De
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"This book charts the new ground broken by researchers exploring software science as it interacts with computational intelligence"--

Novel Approaches in Cognitive Informatics and Natural Intelligence

Novel Approaches in Cognitive Informatics and Natural Intelligence
A Book

by Wang, Yingxu

  • Publisher : IGI Global
  • Release : 2008-12-31
  • Pages : 396
  • ISBN : 1605661716
  • Language : En, Es, Fr & De
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Presents the latest advancements in cognitive informatics and natural intelligence. Covers the five areas of cognitive informatics, natural intelligence, autonomic computing, knowledge science, and relevant development.

Cognitive Information Systems in Management Sciences

Cognitive Information Systems in Management Sciences
A Book

by Lidia Dominika Ogiela

  • Publisher : Morgan Kaufmann
  • Release : 2017-02-28
  • Pages : 148
  • ISBN : 0128038756
  • Language : En, Es, Fr & De
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Cognitive Information Systems in Management Sciences summarizes the body of work in this area, taking an analytical approach to interpreting the data, while also providing an approach that can be used for practical implementation in the fields of computing, economics, and engineering. Using numerous illustrative examples, and following both theoretical and practical results, Dr. Lidia Ogiela discusses the concepts and principles of cognitive information systems, the relationship between intelligent computer data analysis, and how to utilize computational intelligent approaches to enhance information retrieval. Real world implantation use cases round out the book, with valuable scenarios covering management science, computer science, and engineering. Indexing: The books of this series are submitted to EI-Compendex and SCOPUS Discusses the basic concepts and principles in cognitive information systems, providing ‘real-world' implementation examples Explains the relationship between intelligent computer data analysis and how to utilize computational intelligent approaches to enhance information retrieval Provides a unified structured approach that can be used to develop information flow in cognitive management systems