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Conversational Artificial Intelligence
by Romil Rawat Rajesh Kumar Chakrawarti Sanjaya Kumar Sarangi Piyush Vyas Mary Sowjanya Alamanda Kotagiri Srividya Krishnan Sakthidasan SankaranThis book reviews present state-of-the-art research related to the security of cloud computing including developments in conversational AI applications. It is particularly suited for those that bridge the academic world and industry, allowing readers to understand the security concerns in advanced security solutions for conversational AI in the cloud platform domain by reviewing present and evolving security solutions, their limitations, and future research directions. Conversational AI combines natural language processing (NLP) with traditional software like chatbots, voice assistants, or an interactive voice recognition system to help customers through either a spoken or typed interface. Conversational chatbots that respond to questions promptly and accurately to help customers are a fascinating development since they make the customer service industry somewhat self-sufficient. A well-automated chatbot can decimate staffing needs, but creating one is a time-consuming process. Voice recognition technologies are becoming more critical as AI assistants like Alexa become more popular. Chatbots in the corporate world have advanced technical connections with clients thanks to improvements in artificial intelligence. However, these chatbots’ increased access to sensitive information has raised serious security concerns. Threats are one-time events such as malware and DDOS (Distributed Denial of Service) assaults. Targeted strikes on companies are familiar and frequently lock workers out. User privacy violations are becoming more common, emphasizing the dangers of employing chatbots. Vulnerabilities are systemic problems that enable thieves to break in. Vulnerabilities allow threats to enter the system, hence they are inextricably linked. Malicious chatbots are widely used to spam and advertise in chat rooms by imitating human behavior and discussions, or to trick individuals into disclosing personal information like bank account details.
CISSP For Dummies
by Peter H. Gregory Lawrence C. MillerShowcase your security expertise with the highly regarded CISSP certification The CISSP certification, held by more than 150,000 security professionals worldwide, is the gold standard of cybersecurity certifications. The CISSP Exam certifies cybersecurity professionals and opens doors for career advancement. Fully updated and revised to reflect the 2024 ISC2 CISSP Exam Outline, CISSP For Dummies is packed with helpful content for all eight security domains. This book includes access to online study tools such as practice questions and digital flashcards, boosting your likelihood of success on the exam. Plus, you'll feel prepared and ready for test day thanks to a 60-day study plan. Boost your security career with this Dummies study guide. Review all the content covered in the latest CISSP Exam Test with confidence and achieve your certification as a cybersecurity professional Study smarter, thanks to online practice resources and a 60-day study plan Enhance your career with the in-demand CISSP certification Continue advancing your career and the profession through speaking and mentoring opportunities With up-to-date content and valuable test prep features, this book is a one-and-done resource for any cybersecurity professional studying for the CISSP exam.
Visual Methods for Digital Research: An Introduction
by Sabine Niederer Gabriele ColomboOver the last decade, images have become a key feature of digital culture; at the same time, they have made a mark on a wide range of research practices.Visual Methods for Digital Research is the first textbook to bring the fields of visual methods and digital research together. Presenting visual methods for digital and participatory research, the book covers both the application of existing digital methods for image research and new visual methodologies developed specifically for digital research. It encompasses various approaches to studying digital images, including the distant reading of image collections, the close reading of visual vernaculars of social media platforms, and participatory research with visual materials. Offering a theoretical framework illustrated with hands-on techniques, Sabine Niederer and Gabriele Colombo provide compelling examples for studying online images through visual and digital means, and discuss critical data practices such as data feminism and digital methods for social and cultural research.This textbook is an accessible and invaluable guide for students and researchers of digital humanities, social sciences, information and communication design, critical data visualization and digital visual culture.
Twitch (Digital Media and Society)
by Mark R. JohnsonTwitch is the leading live streaming platform in most of the world and an integral part of contemporary digital gaming culture. Millions of people broadcast their game play (as well as other activities) to over a hundred million people who regularly visit the site. In this accessible book, Mark R. Johnson offers both a synthesis of existing Twitch research and a new way to understand Twitch as a public forum for gaming. Drawing on ideas of the ancient Greek agora or public forum, Johnson demonstrates how Twitch has become the key location for game players looking to understand what is contemporary, relevant, and important in modern gaming culture. He argues that Twitch has constructed a particular kind of public forum for gaming, an understanding which emerges from analysing the platform through its technological infrastructure, its streamers and viewers, its broadcast content, and its tightly knit communities. While this forum helps shape gaming culture, it also exhibits many of gaming's existing problems with harassment and cultural exclusivity. Despite being the essential public space for contemporary gaming, Johnson shows that Twitch is far more complex than it first appears, and is currently expanding in ways that challenge this – until now – core focus. This book is essential reading for students and scholars of game studies, media studies, and anyone with an interest in the rapidly changing nature of online communication.
Probability and Statistics for Machine Learning: A Textbook
by Charu C. AggarwalThis book covers probability and statistics from the machine learning perspective. The chapters of this book belong to three categories: 1. The basics of probability and statistics: These chapters focus on the basics of probability and statistics, and cover the key principles of these topics. Chapter 1 provides an overview of the area of probability and statistics as well as its relationship to machine learning. The fundamentals of probability and statistics are covered in Chapters 2 through 5. 2. From probability to machine learning: Many machine learning applications are addressed using probabilistic models, whose parameters are then learned in a data-driven manner. Chapters 6 through 9 explore how different models from probability and statistics are applied to machine learning. Perhaps the most important tool that bridges the gap from data to probability is maximum-likelihood estimation, which is a foundational concept from the perspective of machine learning. This concept is explored repeatedly in these chapters. 3. Advanced topics: Chapter 10 is devoted to discrete-state Markov processes. It explores the application of probability and statistics to a temporal and sequential setting, although the applications extend to more complex settings such as graphical data. Chapter 11 covers a number of probabilistic inequalities and approximations. The style of writing promotes the learning of probability and statistics simultaneously with a probabilistic perspective on the modeling of machine learning applications. The book contains over 200 worked examples in order to elucidate key concepts. Exercises are included both within the text of the chapters and at the end of the chapters. The book is written for a broad audience, including graduate students, researchers, and practitioners.
Digital Transformation in the Viral Age: 21st Workshop on e-Business, WeB 2022, Copenhagen, Denmark, December 10, 2022, Revised Selected Papers (Lecture Notes in Business Information Processing #508)
by Abhishek Kathuria Kexin Zhao Prasanna P. Karhade Devina ChaturvediThis book constitutes revised selected papers from the 21st Workshop on e-Business, WeB 2022, which took place virtually on December 10, 2022. The purpose of WeB is to provide a forum for researchers and practitioners to discuss findings, novel ideas, and lessons learned to address major challenges and map out the future directions for e-Business. The WeB 2022 theme was “Digital Transformation in the Viral Age”. The 8 full papers included in this volume were carefully reviewed and selected from a total of 31 submissions. They focus on issues, opportunities, and solutions related to e-business, digital transformation, and IT-enabled recovery in the viral age.
Digital Personality: Volume 1: Introduction
by Anand Nayyar Jagjit Singh Dhatterwal Kuldeep Singh KaswanThis book delves into the very core of our digital existence, unearthing the essence of a digital persona. It's a realm where authenticity meets multiplicity, as we decipher the nuanced art of crafting and managing our online identities. We confront issues of privacy and ethics, exploring the profound impact of our digital footprints on our lives and society. The integration of AI paves the way for an intriguing future, with predictions that challenge our understanding of self in the digital age. Welcome to a world where your digital personality is more than just data; it's a reflection of who you are and who you can be. The main goal of this book is to enable more seamless and natural human–computer interaction. This will provide better personalized experience. Further, this will influence the performance of the user, wherein they will have the support of the machines to achieve their tasks in the most efficient way. This book is the first of a kind in introducing Digital Personality. It provides an overview of the character dimensions and how state-of-the-art technologies would accommodate such a research field. It includes novel representation of character from various perspectives. It also provides instances of applications of this emerging research field.
Digital Personality: Volume 1: Introduction
by Anand Nayyar Jagjit Singh Dhatterwal Kuldeep Singh KaswanThis book delves into the very core of our digital existence, unearthing the essence of a digital persona. It's a realm where authenticity meets multiplicity, as we decipher the nuanced art of crafting and managing our online identities. We confront issues of privacy and ethics, exploring the profound impact of our digital footprints on our lives and society. The integration of AI paves the way for an intriguing future, with predictions that challenge our understanding of self in the digital age. Welcome to a world where your digital personality is more than just data; it's a reflection of who you are and who you can be. The main goal of this book is to enable more seamless and natural human–computer interaction. This will provide better personalized experience. Further, this will influence the performance of the user, wherein they will have the support of the machines to achieve their tasks in the most efficient way. This book is the first of a kind in introducing Digital Personality. It provides an overview of the character dimensions and how state-of-the-art technologies would accommodate such a research field. It includes novel representation of character from various perspectives. It also provides instances of applications of this emerging research field.
Management von IT-Agilität in der IT-Funktion: Design eines Kennzahlensystems zur Messung der organsatorischen IT-Agilität (Forschung zur Digitalisierung der Wirtschaft | Advanced Studies in Business Digitization)
by Ronny-Alexander KochRonny-Alexander Koch konzentriert sich in seiner Forschung auf die IT-Agilität im organisatorischen Handlungsfeld und berücksichtigt die Aufbau- und die Ablauforganisation der IT-Funktion. Unter Anwendung der Design-Science manifestiert sich ein Artefakt in Form eines Kennzahlensystems auf Basis eines interdisziplinären Literaturreviews. Das Kennzahlensystem erfährt eine iterative Evaluation und Optimierung auf Basis einer mixed-mode Delphi-Studie und instrumentellen Fallstudien in Unternehmen verschiedener Branchen. Der gemessene organisatorische IT-Agilitätsindex offenbart signifikante Unterschiede und Verbesserungspotenziale. Das entwickelte Artefakt ermöglicht es nun erstmals dem oberen Führungskreis der IT-Funktion, die organisatorische IT-Agilität eigenständig zu messen, zu vergleichen und auf dieser Grundlage praktische Maßnahmen zur Steuerung der IT-Agilität zu ergreifen.
Towards Digital and Sustainable Organisations: People, Platforms, and Ecosystems (Lecture Notes in Information Systems and Organisation #65)
by Stefano Za Alessandra Lazazzara Rocco ReinaThis book presents a collection of research papers that explore how ICT experts, managers, and policymakers can address sustainability issues in digital transformation (DT) by considering people practices, organizational processes, and platform design issues. Each chapter offers insights into how to create sustainable digital solutions that benefit both society and the environment. The diversity of views presented makes this book particularly relevant for scholars, companies, and public sector organizations. The content is based on revised versions of selected papers (original double-blind peer-reviewed contributions) presented at the annual conference of the Italian Chapter of AIS, which took place in Catanzaro, Italy, in October 2022.
CompTIA Linux+ Certification Companion: Hands-on Preparation to Master Linux Administration (Certification Study Companion Series)
by Ahmed F. SheikhThe CompTIA Linux+ Certification" book – the ultimate guide to mastering Linux system administration in preparation for the CompTIA Linux+ Certification. Whether you're a beginner or an experienced professional, this comprehensive resource is designed to equip you with the knowledge and skills needed to excel in the world of Linux.With its comprehensive coverage, this book delves into essential Linux concepts, commands, and techniques, providing you with a complete reference guide. You'll review how to customize and navigate the shell environment, write powerful scripts, configure user interfaces, perform administrative tasks, configure system services, establish network connections, and secure your system. No stone is left unturned in this in-depth exploration of Linux administration.What sets this book apart is its practical approach. Real-world scenarios and practical applications take center stage, ensuring that you not only understand the theory but also know how to apply it effectively.Troubleshooting common issues becomes second nature as you gain the skills to diagnose and resolve system problems with ease. You'll discover industry best practices and standards, enabling you to optimize systems, implement robust security measures, and adhere to compliance regulations.What You Will Learn:Linux operating systems, including installation, configuration, and management of Linux-based servers and systems. Essential administrative tasks, such as user and group management, file system administration, network configuration, and security implementation.Insights into troubleshooting common Linux issues, enabling readers to diagnose and resolve system problems effectively. Practical techniques for identifying and addressing system errors, performance bottlenecks, network connectivity issues, and other challenges that may arise in a Linux environment.Industry best practices and standards in Linux administration. System optimization, backup and recovery strategies, security practices, and adherence to compliance regulations.Who This Book is for:Administrators: This book serves as an excellent resource for individuals who are new to Linux administration and wish to develop a strong foundation in this field. They may have basic knowledge of Linux concepts or come from related IT roles and seek to expand their skills to include Linux system management.IT Professionals Transitioning to Linux: Professionals already working in the IT industry, such as system administrators or network engineers, who want to enhance their skill set and broaden their knowledge by incorporating Linux administration into their repertoire. They may have experience with other operating systems and are seeking to acquire Linux-specific skills.Experienced Linux Administrators: Seasoned Linux administrators can benefit from this book as well. It serves as a comprehensive reference guide, offering advanced topics, best practices, and insights into the latest trends and developments in the Linux ecosystem. It can be a valuable resource for expanding their expertise and staying up-to-date with industry standards.Secondary or tertiary audiences may include IT managers, system architects, or developers who work closely with Linux systems and wish to gain a deeper understanding of Linux administration. Additionally, students pursuing computer science or IT-related degrees may find the book beneficial for their coursework and career advancement.
Technology-mediated Learning During the Pandemic: Challenges vs Outcomes
This volume discusses the emergence of information and communication technology (ICT)-based teaching and learning during the Covid-19 pandemic as a potential alternative to traditional classroom-based learning. It presents a collection of theories, practices, and case studies from across the globe and covers different aspects of education from a multidisciplinary perspective.While focusing on the various opportunities that surfaced while carrying out innovative experiments in the online learning space, the book discusses pedagogical challenges and the need for a shift in teaching pedagogy towards online learning. It outlines the existing learning theories, reasons behind their failure, and new theories that emerged to fill the need for new methods for delivery of content and pedagogy. The book discusses the issues faced by stakeholders, including institute administrators, students, and teachers to prepare for this new method of teaching and learning. It highlights the role of virtual laboratories in supplementing the needs of students in the remote learning environment. The book also discusses the role and impact of social media as a powerful tool of learning and educational communication.This book will be of interest to teachers, students, and researchers of education, higher education, digital education, information technology, educational psychology, and media studies. It will also be useful for courses on e-learning, educationalists, policymakers, educational institutions, online education centres, and practitioners working in the related areas.
Build AI-Enhanced Audio Plugins with C++
by Matthew John Yee-KingBuild AI-Enhanced Audio Plugins with C++ explains how to embed artificial intelligence technology inside tools that can be used by audio and music professionals, through worked examples using Python, C++ and audio APIs which demonstrate how to combine technologies to produce professional, AI-enhanced creative tools.Alongside a freely accessible source code repository created by the author that accompanies the book for readers to reference, each chapter is supported by complete example applications and projects, including an autonomous music improviser, a neural network-based synthesizer meta-programmer and a neural audio effects processor. Detailed instructions on how to build each example are also provided, including source code extracts, diagrams and background theory.This is an essential guide for software developers and programmers of all levels looking to integrate AI into their systems, as well as educators and students of audio programming, machine learning and software development.
Build AI-Enhanced Audio Plugins with C++
by Matthew John Yee-KingBuild AI-Enhanced Audio Plugins with C++ explains how to embed artificial intelligence technology inside tools that can be used by audio and music professionals, through worked examples using Python, C++ and audio APIs which demonstrate how to combine technologies to produce professional, AI-enhanced creative tools.Alongside a freely accessible source code repository created by the author that accompanies the book for readers to reference, each chapter is supported by complete example applications and projects, including an autonomous music improviser, a neural network-based synthesizer meta-programmer and a neural audio effects processor. Detailed instructions on how to build each example are also provided, including source code extracts, diagrams and background theory.This is an essential guide for software developers and programmers of all levels looking to integrate AI into their systems, as well as educators and students of audio programming, machine learning and software development.
Technology-mediated Learning During the Pandemic: Challenges vs Outcomes
by Vikas Kumar Jitendra SinghThis volume discusses the emergence of information and communication technology (ICT)-based teaching and learning during the Covid-19 pandemic as a potential alternative to traditional classroom-based learning. It presents a collection of theories, practices, and case studies from across the globe and covers different aspects of education from a multidisciplinary perspective.While focusing on the various opportunities that surfaced while carrying out innovative experiments in the online learning space, the book discusses pedagogical challenges and the need for a shift in teaching pedagogy towards online learning. It outlines the existing learning theories, reasons behind their failure, and new theories that emerged to fill the need for new methods for delivery of content and pedagogy. The book discusses the issues faced by stakeholders, including institute administrators, students, and teachers to prepare for this new method of teaching and learning. It highlights the role of virtual laboratories in supplementing the needs of students in the remote learning environment. The book also discusses the role and impact of social media as a powerful tool of learning and educational communication.This book will be of interest to teachers, students, and researchers of education, higher education, digital education, information technology, educational psychology, and media studies. It will also be useful for courses on e-learning, educationalists, policymakers, educational institutions, online education centres, and practitioners working in the related areas.
Handbook of Texture Analysis: AI-Based Medical Imaging Applications
by Jasjit S. Suri Ayman El-Baz Mohammed GhazalThe major goals of texture research in computer vision are to understand, model, and process texture and, ultimately, to simulate the human visual learning process using computer technologies. In the last decade, artificial intelligence has been revolutionized by machine learning and big data approaches, outperforming human prediction on a wide range of problems. In particular, deep learning convolutional neural networks (CNNs) are particularly well suited to texture analysis. This volume presents important branches of texture analysis methods which find a proper application in AI-based medical image analysis. This book: Discusses first-order, second-order statistical methods, local binary pattern (LBP) methods, and filter bank-based methods Covers spatial frequency-based methods, Fourier analysis, Markov random fields, Gabor filters, and Hough transformation Describes advanced textural methods based on DL as well as BD and advanced applications of texture to medial image segmentation Is aimed at researchers, academics, and advanced students in biomedical engineering, image analysis, cognitive science, and computer science and engineering This is an essential reference for those looking to advance their understanding in this applied and emergent field.
Handbook of Texture Analysis: AI-Based Medical Imaging Applications
by Jasjit S. Suri Ayman El-Baz Mohammed GhazalThe major goals of texture research in computer vision are to understand, model, and process texture and, ultimately, to simulate the human visual learning process using computer technologies. In the last decade, artificial intelligence has been revolutionized by machine learning and big data approaches, outperforming human prediction on a wide range of problems. In particular, deep learning convolutional neural networks (CNNs) are particularly well suited to texture analysis. This volume presents important branches of texture analysis methods which find a proper application in AI-based medical image analysis. This book: Discusses first-order, second-order statistical methods, local binary pattern (LBP) methods, and filter bank-based methods Covers spatial frequency-based methods, Fourier analysis, Markov random fields, Gabor filters, and Hough transformation Describes advanced textural methods based on DL as well as BD and advanced applications of texture to medial image segmentation Is aimed at researchers, academics, and advanced students in biomedical engineering, image analysis, cognitive science, and computer science and engineering This is an essential reference for those looking to advance their understanding in this applied and emergent field.
Digital Character Development: Theory and Practice, Second Edition
by Rob O'NeillEvery animated film and video game production spends a large percentage of its resources and time on advancing the quality of the digital characters inhabiting the world being created. This book presents the theory and practice behind the creation of digital characters for film and games using software-agnostic descriptions that apply to any animation application. It provides insight from a real production environment and the requirements that such an environment imposes. With rich illustrations and visual code examples throughout, this book provides a comprehensive roadmap to character development for both professionals and students.
Reading Digital Fiction: Narrative, Cognition, Mediality (Routledge Interdisciplinary Perspectives on Literature)
by Astrid Ensslin Alice BellReading Digital Fiction offers the first comprehensive and systematic theoretical, methodological, and analytical examination of digital fiction from a cognitive and empirical perspective. Proposing the new concept of “medial reading”, it argues for the centrality of an audience’s interest in, awareness of and/or attention to the medium in which a text is produced and received, and which we argue should be applied to reader data across media. The book analyses and theorises five generations of digital fiction and their reading including hypertext fiction, hypermedia fiction, narrative video games, app fiction, and virtual reality. It showcases medium- and platform-specific methods of qualitative reader response research across a variety of contexts and settings from screen-based and embodied interaction to gallery installation, and from reading group and individual interview to think-aloud methodologies. The book thus addresses the unique affordances of digital fiction reading by designing and reporting on new empirical studies focusing on hypertextuality, interactivity, immersion, as well as medium-specific forms of textual “you”, ontological ambiguity, reader orientation and empathy. In so doing, the book refines, critiques, and expands cognitive, transmedial, and empirical narratology and stylistics by placing the reader of these new narratives front and centre.The Open Access version of this book, available at http://www.taylorfrancis.com, has been made available under a Creative Commons [Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND)] 4.0 license.
IOT with Smart Systems: Proceedings of ICTIS 2022, Volume 2 (Smart Innovation, Systems and Technologies #312)
by Amit Joshi Jyoti Choudrie Parikshit Mahalle Thinagaran PerumalThis book gathers papers addressing state-of-the-art research in all areas of information and communication technologies and their applications in intelligent computing, cloud storage, data mining and software analysis. It presents the outcomes of the Sixth International Conference on Information and Communication Technology for Intelligent Systems (ICTIS 2022), held in Ahmedabad, India. The book is divided into two volumes. It discusses the fundamentals of various data analysis techniques and algorithms, making it a valuable resource for researchers and practitioners alike.
Digital Multimedia Communications: 20th International Forum on Digital TV and Wireless Multimedia Communications, IFTC 2023, Beijing, China, December 21–22, 2023, Revised Selected Papers, Part II (Communications in Computer and Information Science #2067)
by Jun Zhou Xiaokang Yang Guangtao Zhai Ping An Hua Yang Long YeThis book constitutes the refereed proceedings of the 20th International Forum on Digital Multimedia Communication, IFTC 2023, held in Beijing, China, December 21–22, 2023. The 57 full papers included in this book were carefully reviewed and selected from 150 submissions. They were organized in topical sections as follows: CCIS 2066: Image Processing, Media Computing, Metaverse and Virtual Reality, and Multimedia Communication. CCIS 2067: Quality Assessment, Source Coding, and Application of AI.
Understanding the Digital Transformation of Socio-Economic-Technological Systems: Dedicated to the 120th Anniversary of Economic Education at Peter the Great St. Petersburg Polytechnic University (Lecture Notes in Networks and Systems #951)
by Tatiana Kudryavtseva Mohammed Ali Berawi Tessaleno Campos Devezas Sergey Evgenievich BarykinThis book is dedicated to the 120th anniversary of economic education at Peter the Great St. Petersburg Polytechnic University (SPbPU). It gathers the best and most recent research materials of scientists from SPbPU’s Institute of Industrial Management, Economics and Trade and their colleagues from other universities.This book reflects many years of experience, unique results and interesting discoveries made by collaborative teams exploring the following issues: engineering economics, sustainable development and other topics related to the digitalization of enterprises, industries and systems; digital transformation of the service market in the face of global challenges; automation of enterprise control systems, digital and data management solutions for business; socio-economic development and territorial management in the era of Industry 4.0, etc. This book offers various views on challenges faced by today's economy and industry that are undoubtedly relevant to readers of almost all categories: from students to practitioners and scientists, but mostly for researchers.
Advances in Swarm Intelligence: 13th International Conference, ICSI 2022, Xi'an, China, July 15–19, 2022, Proceedings, Part I (Lecture Notes in Computer Science #13344)
by Ying Tan Ben Niu Yuhui ShiThis two-volume set LNCS 13344 and 13345 constitutes the proceedings of the 13th International Conference on Advances in Swarm Intelligence, ICSI 2022, which took place in Xi’an, China, in July 2022. The theme of this year’s conference was “Serving Life with Swarm Intelligence”.The 85 full papers presented were carefully reviewed and selected from 171 submissions. The papers of the first part cover topics such as: Swarm Intelligence and Nature-Inspired Computing; Swarm-based Computing Algorithms for Optimization; Particle Swarm Optimization; Ant Colony Optimization; Differential Evolution; Genetic Algorithm and Evolutionary Computation; Fireworks Algorithms; Brain Storm Optimization Algorithm; Bacterial Foraging Optimization Algorithm; DNA Computing Methods; Multi-Objective Optimization; Swarm Robotics and Multi-Agent System; UAV Cooperation and Control; Machine Learning; Data Mining; and Other Applications.
Proceedings of Innovative Computing 2024 Vol. 1: Proceedings of The 7th International Conference on Innovative Computing Vol. 1 (IC 2024) (Lecture Notes in Electrical Engineering #1214)
by Hwa-Young Jeong Yu-Wei Chan Yan Pei Hao Shang MaThis book comprises select proceedings of the 7th International Conference on Innovative Computing which was held in Taichung City, Taiwan, Jan 23-26, 2024 (IC 2024) focusing on cutting-edge research carried out in the areas of information technology, science, and engineering. Some of the themes covered in this book are cloud communications and networking, high performance computing, architecture for secure and interactive IoT, satellite communication, wearable network and system, infrastructure management, etc. The essays are written by leading international experts, making it a valuable resource for researchers and practicing engineers alike.
Machine Learning for Cyber-Physical Systems: Selected papers from the International Conference ML4CPS 2023 (Technologien für die intelligente Automation #18)
by Jürgen Beyerer Oliver Niggemann Christian Kühnert Maria KrantzThis open access proceedings presents new approaches to Machine Learning for Cyber-Physical Systems, experiences and visions. It contains some selected papers from the international Conference ML4CPS – Machine Learning for Cyber-Physical Systems, which was held in Hamburg (Germany), March 29th to 31st, 2023. Cyber-physical systems are characterized by their ability to adapt and to learn: They analyze their environment and, based on observations, they learn patterns, correlations and predictive models. Typical applications are condition monitoring, predictive maintenance, image processing and diagnosis. Machine Learning is the key technology for these developments.This is an open access book.