Advanced Methodologies And Technologies In Artificial Intelligence Computer Simulation And Human Computer Interaction Vol 2

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Advanced Methodologies and Technologies in Artificial Intelligence, Computer Simulation, and Human-Computer Interaction

Author : Khosrow-Pour, D.B.A., Mehdi
Publisher : IGI Global
Page : 1221 pages
File Size : 47,9 Mb
Release : 2018-09-28
Category : Computers
ISBN : 9781522573692

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Advanced Methodologies and Technologies in Artificial Intelligence, Computer Simulation, and Human-Computer Interaction by Khosrow-Pour, D.B.A., Mehdi Pdf

As modern technologies continue to develop and evolve, the ability of users to adapt with new systems becomes a paramount concern. Research into new ways for humans to make use of advanced computers and other such technologies through artificial intelligence and computer simulation is necessary to fully realize the potential of tools in the 21st century. Advanced Methodologies and Technologies in Artificial Intelligence, Computer Simulation, and Human-Computer Interaction provides emerging research in advanced trends in robotics, AI, simulation, and human-computer interaction. Readers will learn about the positive applications of artificial intelligence and human-computer interaction in various disciples such as business and medicine. This book is a valuable resource for IT professionals, researchers, computer scientists, and researchers invested in assistive technologies, artificial intelligence, robotics, and computer simulation.

VLSI and Hardware Implementations using Modern Machine Learning Methods

Author : Sandeep Saini,Kusum Lata,G.R. Sinha
Publisher : CRC Press
Page : 329 pages
File Size : 55,8 Mb
Release : 2021-12-30
Category : Technology & Engineering
ISBN : 9781000523812

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VLSI and Hardware Implementations using Modern Machine Learning Methods by Sandeep Saini,Kusum Lata,G.R. Sinha Pdf

Provides the details of state-of-the-art machine learning methods used in VLSI Design. Discusses hardware implementation and device modeling pertaining to machine learning algorithms. Explores machine learning for various VLSI architectures and reconfigurable computing. Illustrate latest techniques for device size and feature optimization. Highlight latest case studies and reviews of the methods used for hardware implementation.

Trends in Deep Learning Methodologies

Author : Vincenzo Piuri,Sandeep Raj,Angelo Genovese,Rajshree Srivastava
Publisher : Academic Press
Page : 308 pages
File Size : 55,5 Mb
Release : 2020-11-12
Category : Computers
ISBN : 9780128232682

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Trends in Deep Learning Methodologies by Vincenzo Piuri,Sandeep Raj,Angelo Genovese,Rajshree Srivastava Pdf

Trends in Deep Learning Methodologies: Algorithms, Applications, and Systems covers deep learning approaches such as neural networks, deep belief networks, recurrent neural networks, convolutional neural networks, deep auto-encoder, and deep generative networks, which have emerged as powerful computational models. Chapters elaborate on these models which have shown significant success in dealing with massive data for a large number of applications, given their capacity to extract complex hidden features and learn efficient representation in unsupervised settings. Chapters investigate deep learning-based algorithms in a variety of application, including biomedical and health informatics, computer vision, image processing, and more. In recent years, many powerful algorithms have been developed for matching patterns in data and making predictions about future events. The major advantage of deep learning is to process big data analytics for better analysis and self-adaptive algorithms to handle more data. Deep learning methods can deal with multiple levels of representation in which the system learns to abstract higher level representations of raw data. Earlier, it was a common requirement to have a domain expert to develop a specific model for each specific application, however, recent advancements in representation learning algorithms allow researchers across various subject domains to automatically learn the patterns and representation of the given data for the development of specific models. Provides insights into the theory, algorithms, implementation and the application of deep learning techniques Covers a wide range of applications of deep learning across smart healthcare and smart engineering Investigates the development of new models and how they can be exploited to find appropriate solutions

Cognitive Behavior and Human Computer Interaction Based on Machine Learning Algorithms

Author : Sandeep Kumar,Rohit Raja,Shrikant Tiwari,Shilpa Rani
Publisher : John Wiley & Sons
Page : 400 pages
File Size : 50,5 Mb
Release : 2021-11-23
Category : Computers
ISBN : 9781119792086

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Cognitive Behavior and Human Computer Interaction Based on Machine Learning Algorithms by Sandeep Kumar,Rohit Raja,Shrikant Tiwari,Shilpa Rani Pdf

COGNITIVE BEHAVIOR AND HUMAN COMPUTER INTERACTION BASED ON MACHINE LEARNING ALGORITHMS The objective of this book is to provide the most relevant information on Human-Computer Interaction to academics, researchers, and students and for those from industry who wish to know more about the real-time application of user interface design. Human-computer interaction (HCI) is the academic discipline, which most of us think of as UI design, that focuses on how human beings and computers interact at ever-increasing levels of both complexity and simplicity. Because of the importance of the subject, this book aims to provide more relevant information that will be useful to students, academics, and researchers in the industry who wish to know more about its real-time application. In addition to providing content on theory, cognition, design, evaluation, and user diversity, this book also explains the underlying causes of the cognitive, social and organizational problems typically devoted to descriptions of rehabilitation methods for specific cognitive processes. Also described are the new modeling algorithms accessible to cognitive scientists from a variety of different areas. This book is inherently interdisciplinary and contains original research in computing, engineering, artificial intelligence, psychology, linguistics, and social and system organization as applied to the design, implementation, application, analysis, and evaluation of interactive systems. Since machine learning research has already been carried out for a decade in various applications, the new learning approach is mainly used in machine learning-based cognitive applications. Since this will direct the future research of scientists and researchers working in neuroscience, neuroimaging, machine learning-based brain mapping, and modeling, etc., this book highlights the framework of a novel robust method for advanced cross-industry HCI technologies. These implementation strategies and future research directions will meet the design and application requirements of several modern and real-time applications for a long time to come. Audience: A wide range of researchers, industry practitioners, and students will be interested in this book including those in artificial intelligence, machine learning, cognition, computer programming and engineering, as well as social sciences such as psychology and linguistics.

Web, Artificial Intelligence and Network Applications

Author : Leonard Barolli,Makoto Takizawa,Fatos Xhafa,Tomoya Enokido
Publisher : Springer
Page : 1172 pages
File Size : 40,9 Mb
Release : 2019-03-14
Category : Technology & Engineering
ISBN : 9783030150358

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Web, Artificial Intelligence and Network Applications by Leonard Barolli,Makoto Takizawa,Fatos Xhafa,Tomoya Enokido Pdf

The aim of the book is to provide latest research findings, innovative research results, methods and development techniques from both theoretical and practical perspectives related to the emerging areas of Web Computing, Intelligent Systems and Internet Computing. As the Web has become a major source of information, techniques and methodologies that extract quality information are of paramount importance for many Web and Internet applications. Data mining and knowledge discovery play key roles in many of today’s prominent Web applications such as e-commerce and computer security. Moreover, the outcome of Web services delivers a new platform for enabling service-oriented systems. The emergence of large scale distributed computing paradigms, such as Cloud Computing and Mobile Computing Systems, has opened many opportunities for collaboration services, which are at the core of any Information System. Artificial Intelligence (AI) is an area of computer science that build intelligent systems and algorithms that work and react like humans. The AI techniques and computational intelligence are powerful tools for learning, adaptation, reasoning and planning. They have the potential to become enabling technologies for the future intelligent networks. Recent research in the field of intelligent systems, robotics, neuroscience, artificial intelligence and cognitive sciences are very important for the future development and innovation of Web and Internet applications.

Human-Computer Interaction

Author : Julie Jacko,Constantine Stephanidis
Publisher : CRC Press
Page : 1473 pages
File Size : 51,6 Mb
Release : 2003-09-01
Category : Technology & Engineering
ISBN : 9780805849318

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Human-Computer Interaction by Julie Jacko,Constantine Stephanidis Pdf

This is the second volume in the HCI International Conference Proceedings 2003. See following arrangement for details.

Data Analytics Applications in Emerging Markets

Author : José Antonio Núñez Mora,M. Beatriz Mota Aragón
Publisher : Springer Nature
Page : 209 pages
File Size : 46,8 Mb
Release : 2022-10-26
Category : Business & Economics
ISBN : 9789811946950

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Data Analytics Applications in Emerging Markets by José Antonio Núñez Mora,M. Beatriz Mota Aragón Pdf

This book analyzes the impact of technology in emerging markets by considering conditions and the history of how it has changed the way of working and market development in such contexts. The book delves into key areas such as fintech enterprises, artificial intelligence, pension funds, stock markets, and energy markets though applied studies and research. This book is a useful read for practitioners and scholars interested in how technology has and continues to change the way in which development is defined and achieved, particularly in emerging markets.

Innovations in Artificial Intelligence and Human-Computer Interaction in the Digital Era

Author : Surbhi Bhatia,Suyel Namasudra,Swati Chandna,Arwa Mashat
Publisher : Elsevier
Page : 340 pages
File Size : 45,9 Mb
Release : 2023-04-15
Category : Computers
ISBN : 9780323998918

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Innovations in Artificial Intelligence and Human-Computer Interaction in the Digital Era by Surbhi Bhatia,Suyel Namasudra,Swati Chandna,Arwa Mashat Pdf

Innovations in Artificial Intelligence and Human Computer Interaction in the Digital Era investigates the interaction and growing interdependency of the HCI and AI fields, which are not usually addressed in traditional approaches. Chapters explore how well AI can interact with users based on linguistics and user-centered design processes, especially with the advances of AI and the hype around many applications. Other sections investigate how HCI and AI can mutually benefit from a closer association and the how the AI community can improve their usage of HCI methods like "Wizard of Oz” prototyping and "Thinking aloud” protocols. Moreover, HCI can further augment human capabilities using new technologies. This book demonstrates how an interdisciplinary team of HCI and AI researchers can develop extraordinary applications, such as improved education systems, smart homes, smart healthcare and map Human Computer Interaction (HCI) for a multidisciplinary field that focuses on the design of computer technology and the interaction between users and computers in different domains. The main goal of HCI is to make computers easier to use and more helpful to the users or customers. Presents fundamental concepts of both HCI and AI, addressing a multidisciplinary audience of researchers and engineers working on User Centered Design (UCD), User Interface (UI) design and User Experience (UX) design Explores a broad range of case studies from across healthcare, industry and education Investigates multiple strategies for designing and developing intelligent user interfaces to solve real-world problems Outlines research challenges and future directions for the intersection of AI and HCI

Mental Models and Human-Computer Interaction

Author : Martin G. Tauber,D. Ackermann
Publisher : Elsevier
Page : 423 pages
File Size : 54,9 Mb
Release : 2013-10-22
Category : Computers
ISBN : 9781483291031

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Mental Models and Human-Computer Interaction by Martin G. Tauber,D. Ackermann Pdf

Nowadays, mental models are seen as crucial in systems design. Research is driven by the assumption that a better insight into a user's cognitive processes when using a system will improve design methods and provide friendly and efficient interfaces. The papers in this volume explore three fundamental issues: understanding the complexity of the intended worksystem, describing it by models and finally building the required powerful and usable system. The papers are an edited selection of those presented at the 8th interdisciplinary workshop on Mental Models and HCI, held in Austria in June 1989. They concentrate primarily on design issues, their theoretical background and the application of the concept of Human-Computer Interaction (HCI). Nevertheless, there are also contributions on theoretical topics and methodological questions.

Cognitive Systems and Signal Processing in Image Processing

Author : Yu-Dong Zhang,Arun Kumar Sangaiah
Publisher : Academic Press
Page : 398 pages
File Size : 48,5 Mb
Release : 2021-11-28
Category : Computers
ISBN : 9780323860093

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Cognitive Systems and Signal Processing in Image Processing by Yu-Dong Zhang,Arun Kumar Sangaiah Pdf

Cognitive Systems and Signal Processing in Image Processing presents different frameworks and applications of cognitive signal processing methods in image processing. This book provides an overview of recent applications in image processing by cognitive signal processing methods in the context of Big Data and Cognitive AI. It presents the amalgamation of cognitive systems and signal processing in the context of image processing approaches in solving various real-word application domains. This book reports the latest progress in cognitive big data and sustainable computing. Various real-time case studies and implemented works are discussed for better understanding and more clarity to readers. The combined model of cognitive data intelligence with learning methods can be used to analyze emerging patterns, spot business opportunities, and take care of critical process-centric issues for computer vision in real-time. Presents cognitive signal processing methodologies that are related to challenging image processing application domains Provides the state-of-the-art in cognitive signal processing approaches in the area of big-data image processing Focuses on other technical aspects and alternatives to traditional tools, algorithms and methodologies Discusses various real-time case studies and implemented works

Research on E-Learning and ICT in Education

Author : Thrasyvoulos Tsiatsos,Stavros Demetriadis,Anastasios Mikropoulos,Vasileios Dagdilelis
Publisher : Springer Nature
Page : 302 pages
File Size : 43,9 Mb
Release : 2021-03-09
Category : Education
ISBN : 9783030643638

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Research on E-Learning and ICT in Education by Thrasyvoulos Tsiatsos,Stavros Demetriadis,Anastasios Mikropoulos,Vasileios Dagdilelis Pdf

This volume includes contributions based on selected full papers presented at the 11th Pan-Hellenic and International Conference “ICT in Education”, held in Greece in 2018. The volume includes papers covering technical, pedagogical, organizational, instructional, as well as policy aspects of ICT in Education and e-Learning. Special emphasis is given to applied research relevant to the educational practice guided by the educational realities in schools, colleges, universities and informal learning organizations. This volume encompasses current trends, perspectives, and approaches determining e-Learning and ICT integration in practice, including learning and teaching, curriculum and instructional design, learning media and environments, teacher education and professional development. It is based on research work originally presented at the conference, but the call for chapters was open and disseminated to the international community attracting also international contributions.

Integration of Cloud Computing with Internet of Things

Author : Monika Mangla,Suneeta Satpathy,Bhagirathi Nayak,Sachi Nandan Mohanty
Publisher : John Wiley & Sons
Page : 384 pages
File Size : 50,5 Mb
Release : 2021-03-08
Category : Computers
ISBN : 9781119769316

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Integration of Cloud Computing with Internet of Things by Monika Mangla,Suneeta Satpathy,Bhagirathi Nayak,Sachi Nandan Mohanty Pdf

The book aims to integrate the aspects of IoT, Cloud computing and data analytics from diversified perspectives. The book also plans to discuss the recent research trends and advanced topics in the field which will be of interest to academicians and researchers working in this area. Thus, the book intends to help its readers to understand and explore the spectrum of applications of IoT, cloud computing and data analytics. Here, it is also worth mentioning that the book is believed to draw attention on the applications of said technology in various disciplines in order to obtain enhanced understanding of the readers. Also, this book focuses on the researches and challenges in the domain of IoT, Cloud computing and Data analytics from perspectives of various stakeholders.

Cognitive Behavior and Human Computer Interaction Based on Machine Learning Algorithm

Author : Sandeep Kumar (Professor of computer science and engineering),Rohit Raja,Shrikant Tiwari,Shilpa Rani
Publisher : Unknown
Page : 0 pages
File Size : 48,5 Mb
Release : 2022
Category : Human-computer interaction
ISBN : OCLC:1296692233

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Cognitive Behavior and Human Computer Interaction Based on Machine Learning Algorithm by Sandeep Kumar (Professor of computer science and engineering),Rohit Raja,Shrikant Tiwari,Shilpa Rani Pdf

COGNITIVE BEHAVIOR AND HUMAN COMPUTER INTERACTION BASED ON MACHINE LEARNING ALGORITHMS The objective of this book is to provide the most relevant information on Human-Computer Interaction to academics, researchers, and students and for those from industry who wish to know more about the real-time application of user interface design. Human-computer interaction (HCI) is the academic discipline, which most of us think of as UI design, that focuses on how human beings and computers interact at ever-increasing levels of both complexity and simplicity. Because of the importance of the subject, this book aims to provide more relevant information that will be useful to students, academics, and researchers in the industry who wish to know more about its real-time application. In addition to providing content on theory, cognition, design, evaluation, and user diversity, this book also explains the underlying causes of the cognitive, social and organizational problems typically devoted to descriptions of rehabilitation methods for specific cognitive processes. Also described are the new modeling algorithms accessible to cognitive scientists from a variety of different areas. This book is inherently interdisciplinary and contains original research in computing, engineering, artificial intelligence, psychology, linguistics, and social and system organization as applied to the design, implementation, application, analysis, and evaluation of interactive systems. Since machine learning research has already been carried out for a decade in various applications, the new learning approach is mainly used in machine learning-based cognitive applications. Since this will direct the future research of scientists and researchers working in neuroscience, neuroimaging, machine learning-based brain mapping, and modeling, etc., this book highlights the framework of a novel robust method for advanced cross-industry HCI technologies. These implementation strategies and future research directions will meet the design and application requirements of several modern and real-time applications for a long time to come. Audience: A wide range of researchers, industry practitioners, and students will be interested in this book including those in artificial intelligence, machine learning, cognition, computer programming and engineering, as well as social sciences such as psychology and linguistics.