Search

This book contains the revised and extended versions of selected papers from the 15th International Conference on Agents and Artificial Intelligence, ICAART 2023, held in Lisbon, Portugal, during February 22–24, 2023. The 23 full papers included in this book were carefully reviewed and selected from 306 submissions. The conference was organized in 2 tracks as follows: One track focuses on Agents, Multi-Agent Systems and Software Platforms, Distributed Problem Solving and Distributed AI in general. The other track focuses mainly on Artificial Intelligence, Knowledge Representation, Planning, Learning, Scheduling, Perception Reactive AI Systems, and Evolutionary Computing and other topics related to Intelligent Systems and Computational Intelligence.

This book constitutes the refereed proceedings of the 16th International Conference on Learning and Intelligent Optimization, LION 16, which took place in Milos Island, Greece, in June 2022.The 36 full papers and 3 short papers presented in this volume were carefully reviewed and selected from 60 submissions. LION deals with automatic solver configuration, parallel methods, intelligent optimization, nature-inspired algorithms, hard combinatorial optimization problems, DC learning, computational intelligence, and others. The contributions were organized in topical sections as follows: Invited Papers; Contributed Papers.

This book constitutes selected papers from the refereed proceedings of the 13th International Conference on Agents and Artificial Intelligence, ICAART 2021, which was held online during February 4–6, 2021.A total of 72 full and 99 short papers were carefully reviewed and selected for the conference from a total of 298 submissions; 17 selected full papers are included in this book. They were organized in topical sections named agents and artificial intelligence.

This book constitutes the refereed proceedings of the 25th International Computer Symposium on New Trends in Computer Technologies and Applications, ICS 2022, which took place in Taoyuan, Taiwan, in December 2022. ICS is one of the largest joint international IT symposia held in Taiwan. Founded in 1973, it is intended to provide a forum for researchers, educators, and professionals to exchange their discoveries and practices, and to explore future trends and applications in computer technologies. The biannual symposium offers a great opportunity to share research experiences and to discuss potential new trends in the IT industry.The 58 full papers and one invited paper presented in this volume were carefully reviewed and selected from 137 submissions. The papers have been organized in the following topical sections: Invited Paper; Algorithms, Bioinformatics, and Computation Theory; Cloud Computing and Big Data; Computer Vision and Image Processing; Cryptographyand Information Security; Electronics and Information Technology; Mobile Computation and Wireless Communication; Ubiquitous Cybersecurity and Forensics.

This nine-volume set LNCS 14104 – 14112 constitutes the refereed workshop proceedings of the 23rd International Conference on Computational Science and Its Applications, ICCSA 2023, held at Athens, Greece, during July 3–6, 2023.The 350 full papers and 29 short papers and 2 PHD showcase papers included in this volume were carefully reviewed and selected from a total of 876 submissions. These nine-volumes includes the proceedings of the following workshops: Advances in Artificial Intelligence Learning Technologies: Blended Learning, STEM, Computational Thinking and Coding (AAILT 2023); Advanced Processes of Mathematics and Computing Models in Complex Computational Systems (ACMC 2023); Artificial Intelligence supported Medical data examination (AIM 2023); Advanced and Innovative web Apps (AIWA 2023); Assessing Urban Sustainability (ASUS 2023); Advanced Data Science Techniques with applications in Industry and Environmental Sustainability (ATELIERS 2023); Advances in Web Based Learning (AWBL 2023); Blockchain and Distributed Ledgers: Technologies and Applications (BDLTA 2023); Bio and Neuro inspired Computing and Applications (BIONCA 2023); Choices and Actions for Human Scale Cities: Decision Support Systems (CAHSC-DSS 2023); and Computational and Applied Mathematics (CAM 2023).

This is an open access book.2023 International Conference on Data Science, Advanced Algorithm and Intelligent Computing (DAI 2023) will take place on November 24–26, 2023 in Shanghai, China. DAI 2023 will provide an insight into the unique world stemming from the interaction between the fields of data science, advanced algorithm and intelligent computing. DAI 2023 will provide an international technical forum for experts from industry and academia to exchange ideas and present results of on-going research in the areas of data science, advanced algorithm and intelligent computing.​DAI 2023 focuses on high quality presentations and papers that address contemporary issues on fundamental research leading to new methods, or adaptation of existing methods for new applications related to the topics of data science, advanced algorithm and intelligent computing. It will feature keynote speeches given by renowned scholars, and oral/poster presentations with broad coverage and popular topics. Accepted papers will be included in the DAI 2023 Conference Proceedings, which will be subject to independent peer-review procedures for quality.

This book constitutes the post-conference proceedings of the First International Conference on Advanced Computational Applications of Geometric Algebra, ICACGA 2022, held in Denver, CO, USA, during October 2-5, 2022. The 18 full papers presented in this book together with 12 abstracts of invited talks were carefully reviewed and selected from 24 submissions. The papers are grouped in the following topical sections: geometric applications; computer science applications; technological applications; and applications to physics and mathematics.

This volume records and disseminates selected papers from the Stinson66 conference, including surveys, prospectives, and papers presenting original and current research. It contains four accessible surveys of topics in combinatorial designs and related topics, ranging from a tutorial survey of connections to classical group theory, to surveys of'hot topics'in current research. It also contains a prospective paper identifying topics for future research efforts, co-authored by one of the elder statesmen of the field, Alex Rosa. Finally, the research papers examine topics ranging from pure mathematics to applied work in computing, networking, communications, and cryptography. For students and newcomers to these topics, the volume provides accessible survey material that does not have onerous prerequisites. The breadth of topics reflects the vibrancy of the field in a way that can be appreciated by all researchers. The papers present important advances on theory and applications,which also benefit advanced researchers.

This volume comprises selected papers from the SIAM International Meshing Roundtable Workshop 2023, SIAM IMR 2023, held in Amsterdam, the Netherlands, March 6-9, 2023. The IMR was started by Sandia National Laboratories in 1992 and, since 2021, it has been held under the umbrella of the Society for Industrial and Applied Mathematics (SIAM). The SIAM IMR 2023 was the first in-situ conference to be held since 2019, after two online conferences. It consisted of short courses, technical presentations from keynotes, contributed talks and research notes, a poster session and meshing contest, and discussion panels. The papers in these proceedings present novel contributions that range from theoretical advances to technical applications in engineering, geometric modeling, computer graphics, visualization, and machine learning.

This LNCS conference volume constitutes the proceedings of the MICCAI Workshop GRAIL 2023 and MICCAI Challenge OCELOT 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, September 23, and October 4, 2023. The 9 full papers (GRAIL 2023) and 6 full papers (OCELOT 2023) included in this volume were carefully reviewed and selected from GRAIL 14 (GRAIL 2023) and 6 (OCELOT 2023) submissions. The conference GRAIL 2023 a wide set of methods and application and OCELOT 2023 focuses on the cover a wide range of methods utilizing tissue information for better cell detection, in the sense of training strategy, model architecture, and especially how to model cell-tissue relationships.

This book constitutes the proceedings of the 22nd International Conference on Parallel and Distributed Computing, Applications, and Technologies, PDCAT 2021, which took place in Guangzhou, China, during December 17-19, 2021. The 24 full papers and 34 short papers included in this volume were carefully reviewed and selected from 97 submissions. The papers are categorized into the following topical sub-headings: networking and architectures, software systems and technologies, algorithms and applications, and security and privacy.

​Volume LNCS 14414 constitutes the refereed proceedings of the 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023, which was held in Vancouver, Canada in October 2023.The DEMI 2023 proceedings contain 11 high-quality papers of 9 to 15 pages pre-selected through a rigorous peer review process (with an average of three reviews per paper). All submissions were peer-reviewed through a double-blind process by at least three members of the scientific review committee, comprising 16 experts in the field of medical imaging. The accepted manuscripts cover various medical image analysis methods and applications.

This book contains contributions in the area of Network Science, presented at the 14th International Conference on Complex Networks (CompleNet), 24-28 April, 2023 in Aveiro, Portugal. CompleNet is an international conference on complex networks that brings together researchers and practitioners from diverse disciplines—from sociology, biology, physics, and computer science—who share a passion to better understand the interdependencies within and across systems. CompleNet is a venue to discuss ideas and findings about all types networks, from biological, to technological, to informational and social. It is this interdisciplinary nature of complex networks that CompleNet aims to explore and celebrate.The audience of the work are professionals and academics working in Network Science, a highly-multidisciplinary field.

This book constitutes the proceedings of the 13th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2023, and 12th International Summer School on Aggregation Operators, AGOP 2023, jointly held in Palma de Mallorca, Spain, during September 4–8, 2023. The 71 full papers presented in this book were carefully reviewed and selected from 161 submissions. The papers are divided into special sessions on: Interval uncertainty; information fusion techniques based on aggregation functions, preaggregation functions and their generalizations; evaluative linguistic expressions, generalized quantifiers and applications; neural networks under uncertainty and imperfect information; imprecision modeling and management in XAI systems; recent trends in mathematical fuzzy logics; fuzzy graph-based models: theory and application; new frontiers of computational intelligence for pervasive healthcare systems; fuzzy implication functions; and new challenges and ideas in statistical inference and data analysis.

This volume set constitutes the refereed proceedings of the 16th International Conference on Knowledge Science, Engineering and Management, KSEM 2023, which was held in Guangzhou, China, during August 16–18, 2023. The 114 full papers and 30 short papers included in this book were carefully reviewed and selected from 395 submissions. They were organized in topical sections as follows: knowledge science with learning and AI; knowledge engineering research and applications; knowledge management systems; and emerging technologies for knowledge science, engineering and management.

This book constitutes the refereed proceedings of the 10th European Conference on Artificial Intelligence in Music, Sound, Art and Design, EvoMUSART 2022, held as part of Evo• 2022, in April 2022, co-located with the Evo• 2022 events, EvoCOP, EvoApplications, and EuroGP. The 20 full papers and 6 short papers presented in this book were carefully reviewed and selected from 66 submissions. They cover a wide range of topics and application areas, including generative approaches to music and visual art, deep learning, and architecture.

This book constitutes the refereed proceedings of the 10th International Conference on Culture and Computing, C&C 2022, held as part of the 23rd International Conference, HCI International 2022, which was held virtually in June/July 2022. The total of 1271 papers and 275 posters included in the HCII 2022 proceedings was carefully reviewed and selected from 5487 submissions. The C&C 2022 proceedings presents topics such as User Experience, Culture, and Technology, Culture and Computing in Arts and Music and preservation and fruition of cultural heritage, as well as developing and shaping future cultures.

This second volume of Research in Computational Topology is a celebration and promotion of research by women in applied and computational topology, containing the proceedings of the second workshop for Women in Computational Topology (WinCompTop) as well as papers solicited from the broader WinCompTop community. The multidisciplinary and international WinCompTop workshop provided an exciting and unique opportunity for women in diverse locations and research specializations to interact extensively and collectively contribute to new and active research directions in the field. The prestigious senior researchers that signed on to head projects at the workshop are global leaders in the discipline, and two of them were authors on some of the first papers in the field. Some of the featured topics include topological data analysis of power law structure in neural data; a nerve theorem for directional graph covers; topological or homotopical invariantsfor directed graphs encoding connections among a network of neurons; and the issue of approximation of objects by digital grids, including precise relations between the persistent homology of dual cubical complexes.

This conference proceeding is a collection of the papers accepted by the CENet2022 – the 12th International Conference on Computer Engineering and Networks held on November 4-7, 2022 in Haikou, China. The topics focus but are not limited to Internet of Things and Smart Systems, Artificial Intelligence and Applications, Communication System Detection, Analysis and Application, and Medical Engineering and Information Systems. Each part can be used as an excellent reference by industry practitioners, university faculties, research fellows and undergraduates as well as graduate students who need to build a knowledge base of the most current advances and state-of-practice in the topics covered by this conference proceedings. This will enable them to produce, maintain, and manage systems with high levels of trustworthiness and complexity.

This book constitutes the proceedings of the 28th Annual International Conference on Research in Computational Molecular Biology, RECOMB 2024, held in Cambridge, MA, USA, during April 29–May 2, 2024. The 57 full papers included in this book were carefully reviewed and selected from 352 submissions. They were organized in topical sections as follows: theoretical and foundational algorithm contributions and more applied directions that engage with new technologies and intriguing biological questions.

The book includes the contributions to the international conference “18th 3D GeoInfo”. The papers published in the book were selected through a double-blind review process. 3D GeoInfo has been the forum joining researchers, professionals, software developers, and data providers designing and developing innovative concepts, tools, and application related to 3D geo data processing, modeling, management, analytics, and simulation. A big focus is on topics related to data modeling for 3D city and landscape models as well as their many and diverse applications. This conference series is very successfully running since 2006 and has been hosted by countries in Europe, Asia, Africa, North America, and Australia. In the period 2006 to 2017, the proceedings has been published by Springer in this series with Thomas H. Kolbe being the editor of the 2010 edition of the conference proceedings. 18th 3DGeoInfo was organized by Technical University of Munich in cooperation with the German Society for Photogrammetry, Remote Sensing and Geoinformation (DGPF), the local associations Runder Tisch GIS e.V. (Round Table GIS) and Leonhard Obermeyer Center—TUM Center of Digital Methods for the Built Environment, and the City of Munich. The international program committee consisted of committee members of previous 3D GeoInfo conferences and further leading scientists in the field of 3D Geoinformation Science.

This is an open access book.The 2022 3rd International Conference on Artificial Intelligence and Education（ICAIE 2022） will be held in Chengdu, China during June 24-26, 2022. The meeting focused on the new trends in the development of'artificial intelligence'and'education'under the new situation, and jointly discussed how to empower and promote the high-quality development of'artificial intelligence'and'education'. An ideal platform to share views and experiences with industry experts.The conference invites experts and scholars in the field to conduct wonderful exchanges based on their own research results based on the development of the times. The themes are around artificial intelligence technology and applications; intelligent and knowledge-based systems; information-based education; intelligent learning; advanced information theory and neural network technology ; software computing and algorithms; intelligent algorithms and computing and many other topics.

This is an open access book.With the rapid development of society and the continuous progress of computer science and technology, when entering the information age, design has also been integrated into the new media age in time.The application of computer technology in design has broken the limitations of traditional design, achieved a huge breakthrough in the field of design, provided more innovative forms of expression for design, and also achieved subversive changes in design methods.We need to note that design comes from life, and then it is a matter of applying tools and crafting techniques to realize it. For designers, maintaining innovation is still the first and foremost in creation. How to use technology to enable design without relying on technology is still a dilemma.Therefore, it is necessary to create a space for the researchers, practitioners, and enthusiasts in the field of computing and design to gather and discuss this current issue.The International Conference on Computer Technology and Media Convergence Design aims to accommodate this need, as well as to:1. Advance the academic field by exploring cutting-edge research and applications.2. Open up new horizons, broaden the horizons of computer technology research and design,3. Create academic forums to provide opportunities for academic resource sharing and research exchanges.2022 2nd International Conference on Computer Technology and Media Convergence Design (CTMCD 2022) will be held in Dali, China during May 13-15, 2022. CTMCD2022 invites the researchers, practitioners, and enthusiasts in the field of computing and design to participate and share knowledge. We also accept papers on computer technology and media convergence design.

The multi-volume set LNAI 13713 until 13718 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2022, which took place in Grenoble, France, in September 2022.The 236 full papers presented in these proceedings were carefully reviewed and selected from a total of 1060 submissions. In addition, the proceedings include 17 Demo Track contributions. The volumes are organized in topical sections as follows: Part I: Clustering and dimensionality reduction; anomaly detection; interpretability and explainability; ranking and recommender systems; transfer and multitask learning; Part II: Networks and graphs; knowledge graphs; social network analysis; graph neural networks; natural language processing and text mining; conversational systems; Part III: Deep learning; robust and adversarial machine learning; generative models; computer vision; meta-learning, neural architecture search; Part IV: Reinforcement learning; multi-agent reinforcement learning; bandits and online learning; active and semi-supervised learning; private and federated learning;. Part V: Supervised learning; probabilistic inference; optimal transport; optimization; quantum, hardware; sustainability; Part VI: Time series; financial machine learning; applications; applications: transportation; demo track.

Samson Abramsky's wide-ranging contributions to logical and structural aspects of Computer Science have had a major influence on the field. This book is a rich collection of papers, inspired by and extending Abramsky's work. It contains both survey material and new results, organised around six major themes: domains and duality, game semantics, contextuality and quantum computation, comonads and descriptive complexity, categorical and logical semantics, and probabilistic computation. These relate to different stages and aspects of Abramsky's work, reflecting its exceptionally broad scope and his ability to illuminate and unify diverse topics.Chapters in the volume include a review of his entire body of work, spanning from philosophical aspects to logic, programming language theory, quantum theory, economics and psychology, and relating it to a theory of unification of sciences using dual adjunctions. The section on game semantics shows how Abramsky's work hasled to a powerful new paradigm for the semantics of computation. The work on contextuality and categorical quantum mechanics has been highly influential, and provides the foundation for increasingly widely used methods in quantum computing. The work on comonads and descriptive complexity is building bridges between currently disjoint research areas in computer science, relating Structure to Power.The volume also includes a scientific autobiography, and an overview of the contributions. The outstanding set of contributors to this volume, including both senior and early career academics, serve as testament to Samson Abramsky's enduring influence. It will provide an invaluable and unique resource for both students and established researchers.

This book constitutes the refereed proceedings of the 25th International Conference on Applications of Evolutionary Computation, EvoApplications 2023, held as part of Evo•2023, in April 2023, co-located with the Evo•2023 events EuroGP, EvoCOP, and EvoMUSART. The EuroGP focused on the technique of genetic programming, EvoCOP targeted evolutionary computation in combinatorial optimization, and EvoMUSART was dedicated to evolved and bio-inspired music, sound, art, and design.The EvoApplications 2023 presents papers on the different areas: Analysis of Evolutionary Computation Methods: Theory, Empirics, and Real-World Applications, Applications of Bio-inspired Techniques on Social Networks, Evolutionary Computation in Edge, Fog, and Cloud Computing, Evolutionary Computation in Image Analysis, Signal Processing, and Pattern Recognition and others.

This book constitutes the proceedings of the 41st International Conference on Computer Safety, Reliability and Security, SAFECOMP 2022, which took place in Munich, Germany, in September 2022.The 24 full papers included in this volume were carefully reviewed and selected from 93 submissions. SafeComp has contributed to the progress of the state-of-the-art in dependable application of computers in safety-related and safety-critical systems. SafeComp is an annual event covering the state-of-the-art, experience and new trends in the areas of safety, security and reliability of critical computer applications.

Sparse grids are a popular tool for the numerical treatment of high-dimensional problems. Where classical numerical discretization schemes fail in more than three or four dimensions, sparse grids, in their different flavors, are frequently the method of choice.This volume of LNCSE presents selected papers from the proceedings of the fifth workshop on sparse grids and applications, and demonstrates once again the importance of this numerical discretization scheme. The articles present recent advances in the numerical analysis of sparse grids in connection with a range of applications including uncertainty quantification, plasma physics simulations, and computational chemistry, to name but a few.

This book constitutes the refereed proceedings of the 34th International Conference on Advanced Information Systems Engineering, CAiSE 2022, which was held in Leuven, Belgium, during June 6-10, 2022.The 31 full papers included in these proceedings were selected from 203 submissions. They were organized in topical sections as follows: Process mining; sustainable and explainable applications; tools and methods to support research and design; process modeling; natural language processing techniques in IS engineering; process monitoring and simulation; graph and network models; model analysis and comprehension; recommender systems; conceptual models, metamodels and taxonomies; and services engineering and digitalization.

Solve all your Spring Boot 3 micro-framework problems using complete, real-world Java-based code snippets and examples inspired by various problems and corresponding solutions to those problems. When you start a new project, you'll be able to copy the code and configuration files from this book, and then modify them for your own specific software programming needs. This can save you a great deal of work over creating a project from scratch.Spring Boot 3 Recipes has been revised to include new features like the new Spring Native, newly repackaged Spring Data, Spring Kafka for messaging and more on Kubernetes/deployment than in the previous edition. It includes Java 17 long term support code and Jakarta EE 9+ code as a base for Spring Boot 3. This handy code reference takes advantage of these things as it introduces you to VMWare's Spring Boot 3 and Spring Native. Quickly, it dives into code snippets on how to apply and integrate SpringBoot 3 with the Spring MVC web framework, web sockets and WebFlux for the rapid development of web applications, web services, microservices and more. You'll also get solutions to common problems with data persistence, integrating Spring Boot with batch processing, algorithmic programming via Spring Batch, and much more. These enable you to enhance or round out your web applications or microservices with a data and/or transaction-tier to boot. Other recipes cover topics such as using and integrating Boot with Spring's enterprise services, Spring Integration, testing, monitoring and more.At the end of the book, you'll have the code snippets and packages to deploy your Spring Boot-created microservices or applications on a cloud platform like Amazon using the popular Kubernetes container. Finally, this code reference is a must have for your Spring library. What You'll LearnGet reusable code recipes and snippets for the Spring Boot 3 micro-framework Discover how Spring Boot 3 integrates with other Spring APIs, tools, and frameworksAccess Spring MVC, web sockets and WebFlux for easier web developmentWork with microservices for web services development and integration with your Spring Boot applicationsAdd persistence and a data tier seamlessly to make your Spring Boot web application do moreIntegrate enterprise services via Spring Integration and Jakarta EE to create a more complex Java application using Spring BootWho This Book Is ForThis book is for experienced Java and Spring software programmers, developers.

This book offers an introduction to quantum technology that is specifically tailored to economists, students of economics, and professionals in the financial and payments industries. The book reviews quantum speedups that have been identified for algorithms used to solve and estimate economic models, including function approximation, linear systems analysis, graphical modeling, Monte Carlo simulation, matrix inversion, principal component analysis, linear regression, dynamic programming, interpolation, numerical differentiation, and true random number generation. It also provides an overview of quantum financial technology and its potential applications in economics and finance. Written by an interdisciplinary team with backgrounds in economics, computer science, and physics, this book offers a valuable guide for researchers and practitioners who want to understand the implications and possibilities of quantum technology for the field of economics.

This book provides a comprehensive guide to JavaScript, which stands as the cornerstone of modern programming and is the main computer language driving the Internet. The author introduces readers to the rich world of JavaScript, taking them on a journey from the fundamentals to advanced topics, equipping them with the knowledge and skills needed to become a proficient science and engineering oriented JavaScript developer. The book provides a treasure trove of practical examples, meticulously crafted to deepen the reader understanding of JavaScript. This comprehensive exploration is designed to cater to novice learners as well as mature developers and scientists, equipping them with the requisite knowledge and competencies to harness the JavaScript full potential in their respective projects. This book is part of a series of works designed to present both the examples and their explanations in various computer languages, as close to a mirror version as possible.

This book provides a comprehensive guide to Matlab, which stands as the cornerstone of modern education and is the main computer language driving development in science and engineering. The author introduces readers to the rich world of Matlab, taking them on a journey from the fundamentals to advanced topics, equipping them with the knowledge and skills needed to become a proficient Matlab developer or scientist. The book provides a treasure trove of practical examples, meticulously crafted to deepen the reader understanding of Matlab. This comprehensive exploration is designed to cater to novice learners as well as mature developers and scientists, equipping them with the requisite knowledge and competencies to harness the Matlab full potential in their respective projects. From the basics of variable naming and program structure to complex matrix operations, recursion, and object-oriented programming, this book covers it all. This book is part of a series of worksdesigned to present both the examples and their explanations in various computer languages, as close to a mirror version as possible.

This book provides a comprehensive guide to Python, which stands as the cornerstone of modern programming and is the main computer language driving software prototyping in both industry and research. The author introduces readers to the rich world of Python, taking them on a journey from the fundamentals to advanced topics, equipping them with the knowledge and skills needed to become a proficient Python developer or scientist. The book provides a treasure trove of practical examples, meticulously crafted to deepen the reader understanding of Python. This comprehensive exploration is designed to cater to novice learners as well as mature developers and scientists, equipping them with the requisite knowledge and competencies to harness the Python full potential in their respective projects. From the basics of variable naming and program structure to complex matrix operations, recursion, and object-oriented programming, this book covers it all. This book is part of a seriesof works designed to present both the examples and their explanations in various computer languages, as close to a mirror version as possible.

This book focuses on and prioritizes a practical approach, minimizing theoretical concepts to deliver algorithms effectively. With deep learning emerging as a vibrant field of research and development in numerous industrial applications, there is a pressing need for accessible resources that provide comprehensive examples and quick guidance. Unfortunately, many existing books on the market tend to emphasize theoretical aspects, leaving newcomers scrambling for practical guidance. This book takes a different approach by focusing on practicality while keeping theoretical concepts to a necessary minimum. The book begins by laying a foundation of basic information on deep learning, gradually delving into the subject matter to explain and illustrate the limitations of existing algorithms. A dedicated chapter is allocated to evaluating the performance of multiple algorithms on specific datasets, highlighting techniques and strategies that can address real-world challenges when deep learning is employed. By consolidating all necessary information into a single resource, readers can bypass the hassle of scouring scattered online sources, gaining a one-stop solution to dive into deep learning for object detection and classification. To facilitate understanding, the book employs a rich array of illustrations, figures, tables, and code snippets. Comprehensive code examples are provided, empowering readers to grasp concepts quickly and develop practical solutions. The book covers essential methods and tools, ensuring a complete and comprehensive coverage that enables professionals to implement deep learning algorithms swiftly and effectively.This book is designed to equip professionals with the necessary skills to thrive in the active field of deep learning, where it has the potential to revolutionize traditional problem-solving approaches. This book serves as a practical companion, enabling readers to grasp concepts swiftly and embark on building practical solutions.

This is an open access book.We are delighted to invite you to participate in the 2023 1st International Conference on Advanced Informatics and Intelligent Information Systems (ICAI3S 2023), which will be held in Yogyakarta, Indonesia from November 29 to 30, 2023. ICAI3S 2023 is an international seminar that carries the theme'Leveraging Intelligent Information System and Advanced Informatics in Empowering Society 5.0'. This international seminar is organized by the Department of Informatics, Faculty of Industrial Engineering, Universitas Pembangunan Nasional Veteran Yogyakarta with a technical sponsorship form IEEE Indonesia Section.Society 5.0 is a human-centered society that balances economic advancement with the resolution of social problems by a system that highly integrates cyberspace and physical space. Society 5.0 achieves a high degree of convergence between cyberspace (virtual space) and physical space (real space). In Society 5.0, a huge amount of information from sensors in physical space is accumulated in cyberspace. In cyberspace, this big data is analyzed by artificial intelligence (AI), and the analysis results are fed back to humans in physical space in various forms. Interconnectivity is the key here, in order for this processes to brings new value to industry and society in ways not previously possible. New circumstances and lifestyles will undoubtedly have a significant impact on the development of global society in the future. In this seminar, participants are expected to gain an understanding of the concept and implementation of Advanced Informatics and Intelligent Information Systems in human-centered society, so that they can play a major role in the empowerement of human-centered society towards the Society 5.0.ICAI3S 2023 is expected to be attended by various stakeholders, including academics, practitioners, industry players, government officials, and end-users. Furthermore, this seminar is expected to serve as a platform for exchanging information and knowledge, particularly related to research conducted by academics. The issues discussed are related to the application of Advanced Informatics and Intelligent Information Systems in empowering Society 5.0. The diverse perspectives from various stakeholders are expected to stimulate comprehensive and intensive discussions to develop new concepts and discourses that support the Society 5.0 empowerment and future periods in relation to the implementation of new digital habits that offer various conveniences and challenges in various fields.ICAI3S 2023 will organize a series of plenary/main seminar sessions and parallel panel sessions for each track offered. Please join us for ICAI3S 2023 to create indelible memories for a lifetime!

This is an open access book.Computation should be a good blend of theory and practice. Researchers in the field should create algorithms to address real world problems putting equal weight to analysis and implementation. Experimentation and simulation can be viewed as yielding to refined theories or improved applications.WCTP 2023 is the twelfth workshop organized by the Tokyo Institute of Technology, The Institute of Scientific and Industrial Research-Osaka University, Chitose Institute of Science and Technology, University of the Philippines-Diliman and De La Salle University-Manila that is devoted to theoretical and practical approaches to computation. It aims to present the latest developments by theoreticians and practitioners in academe and industry working to address computational problems that can directly impact the way we live in society.WCTP 2023 will feature work-in-progress presentations of prominent researchers selected by members of its Program Committee who come from highly distinguished institutions in Japan and the Philippines. The presentation at the workshop will certainly provide high quality comments and discussion that future research can benefit from.WCTP 2023 is supported by Chitose Institute of Science and Technology, and Photonics World Consortium.

Schummeln ist neben Schwindeln mit Sicherheit Teil menschlichen Lebens. Es fängt schon im Kindergarten an mit Klauen von Spielsachen oder von Süßigkeiten. In der Schule wird abgeschrieben oder es werden Spicker benutzt. In der Berufswelt eröffnet die digitale Welt neue Möglichkeiten und berührt alle Lebensbereiche. Datenbetrug zielt auf geldliche Vorteile und Prestige ab oder wird vom Hass getrieben. Seine gesamte Breite wird sachlich vorgestellt und begründet, jedoch so, dass in vielen Fällen noch Schmunzeln über Einfallsreichtum und Tricksereien der Datenbetrüger möglich ist.Der Begriff Datenbetrug ist umfassend und reicht von A (Arzt im Profisport) bis Z (Zocken beim Fußball). Er ist nicht ausschließlich juristisch zu sehen, sondern ist ein gesellschaftlich-wirtschaftliches Phänomen jeder zivilisierten Gesellschaft. Die digitale Welt mit ihren virtuellen Räumen eröffnet allen Unredlichen künftig ganz neue, beängstigende Perspektiven.

This book fills a vacuum in the market for high-quality information on a VMware vSphere system and offers a thorough introduction to VMware virtualization. Written for novices and those seeking more information about vSphere, this book walks you through its key concepts and technology, such as vSphere infrastructure creation, maintenance, and performance for beginners and advanced users.You'll take a step-by-step approach to guarantee you grasp the fundamental concepts and practical procedures required to construct and manage virtual machines in a VMware vSphere system. You'll explore the key components of vSphere with detail and explanation for each feature, including the hypervisor, networking, storage, and high availability, unravelling their intricacies and highlighting best practices.This book provides full VMware knowledge to develop, set up, and maintain vSphere environments that meet modern computing needs. It also features advanced topics, such as resource optimization, performance monitoring, advanced settings, and automation, empowering you to take your virtualization skills to the next level. VMware vSphere Essentials uses a unique step-by-step instructions designed to provide a high-level understanding, accompanied by illustrative images. What You'll LearnEnhance network efficiency with advanced vSphere LACP setupConfigure and manage virtual machines in vSphereImplement vSphere networking and storage Explore advanced vSphere features, such as DRS, HA, and fault toleranceMaster seamless VM migration techniquesOptimize hardware utilization with direct path I/O passthroughWho This Book Is ForSystem administrators, advanced vSphere administrators, and IT professionals pursuing VMware certifications

Für den stabilen und sicheren Betrieb des Internets ist die US-amerikanische gemeinnützige Organisation Internet Corporation for Assigned Names and Numbers (ICANN) verantwortlich, wozu die Koordination der Vergabe von Domain-Namen gehört. Die Europäische Datenschutz-Grundverordnung (EU-DSGVO) dient der Vereinheitlichung des Datenschutzrechts und schützt die Verarbeitung von personenbezogenen Daten. Dies hat einen Einfluss auf die öffentlich zugänglichen Informationen von registrierten Domain-Namen, deren Veröffentlichung die ICANN in ihren Richtlinien vorschreibt. Diese Informationen umfassen personenbezogene Daten wie den Namen, die Postanschrift und die E-Mail-Adresse der Domain-innehabenden Person. Die ICANN änderte ihre Richtlinien, jedoch ist weiterhin die Veröffentlichung dieser Angaben möglich. In dem vorliegenden Buch werden die Auswirkungen der EU-DSGVO auf das E-Mail-Marketing und die Verwendung von E-Mail-Adressen für E-Mail-Kampagnen untersucht, insbesondere in Bezug aufunerwünschte E-Mail-Werbung. Dazu wird die folgende Forschungsfrage gestellt: Welchen Effekt hat die Veröffentlichung der E-Mail-Adresse der Domain-innehabenden Person in den WHOIS-Datenbanken auf die Anzahl eingehender unerwünschter Marketing-E-Mails?

Learn the basics of C, the C standard library, and modern C standards. Complete with modern, up-to-date examples and screenshots, this new edition is fully updated and reworked with the latest C23 standards and features. C is a language that is as popular today as it was decades ago. It can be used to program a microcontroller or to develop an entire operating system. Author Slobodan Dmitrović takes you on a journey through the C programming language, the standard library, and the C standards basics. Each chapter is the right balance of theory and code examples. Written in a concise and easy-to-follow manner, this book will provide you all the essentials needed to start programming in modern C. What You Will LearnUnderstand C programming language and C standard library fundamentalsWork with new C standards featuresStudy the basics of types, operators, statements, arrays, functions, and structsReview the fundamentals of pointers, memory allocation, and memory manipulationTake advantage of best practices in CWho This Book Is For Beginner or novice programmers who wish to learn the C programming language. No prior programming experience is required.

This is an open access book. The focus of the conference is to provide a unique platform for exchange of ideas and synergy among researchers, academicians and industrial experts across the globe belonging to emerging electrical engineering domains. It also provides a premier platform for the people to present and discuss the most recent innovations and solutions in solving complex and challenging problems related to intelligent electrical engineering systems. Such a blend of various research-oriented minds will lead to productive results and further advancements in electrical engineering research.The book invites submission of novel, recent area of innovation and previously unpublished research work/idea in the field of modern applications of artificial intelligence techniques to electrical engineering systems. The applications of artificial intelligence related to various fields of electrical engineering are mentioned in the conference tracks. The conference is meant to discuss the challenges and applications of latest evolutionary computing techniques, neural networks, fuzzy logic, machine learning and data analytics in the fields of power systems, power electronics, robotics, automation, instrumentation, control systems, mechatronics and photonics. It provides a platform to the students, researchers, scientists, faculty members, professionals and practitioners to interact, present and get innovative ideas in the field of electrical engineering. As a part of AITEES-2022, many keynote sessions are planned to enhance the research and innovation skills of participants. Eminent professors from academic institutions and world renowned industrial experts from India and abroad will deliver keynote sessions.

Contemporary macroeconomics is built upon microeconomic principles, with its most recent advance featuring dynamic stochastic general equilibrium models. The textbook by Heer and Maußner acquaints readers with the essential computational techniques required to tackle these models and employ them for quantitative analysis. This third edition maintains the structure of the second, dividing the content into three separate parts dedicated to representative agent models, heterogeneous agent models, and numerical methods. At the same time, every chapter has been revised and two entirely new chapters have been added. The updated content reflects the latest advances in both numerical methods and their applications in macroeconomics, spanning areas like business-cycle analysis, economic growth theory, distributional economics, monetary and fiscal policy. The two new chapters delve into advanced techniques, including higher-order perturbation, weighted residual methods, and solutions to high-dimensional nonlinear problems. In addition, the authors present further insights from macroeconomic theory, complemented by practical applications like the Smolyak algorithm, Gorman aggregation, rare disaster models and dynamic Laffer curves. Lastly, the new edition places special emphasis on practical implementation across various programming languages; accordingly, its accompanying web page offers examples of computer code for languages such as MATLAB®, GAUSS, Fortran, Julia and Python.

This book will teach you how to use the Spring Framework to build Java-based applications, web applications, and microservices. Aimed at beginners, it has been revised and expanded to reflect the latest features and best practices for Spring 6. Authors Joseph Ottinger and Andrew Lombardi will get you started using Spring Framework 6 and its ecosystem, walking you through all the best practices in modern application development. You'll see how Spring has drastically and positively affected the way applications are designed and programmed in Java, and how to build apps with the Spring mindset. Along the way, you will learn many aspects of the Spring ecosystem with easy-to-understand applications designed to teach you not only the technology, but also the practices that benefit the most from Spring. Starting with the basics, you'll learn gradually, including topics such as the configuration and declaration of beans, the application lifecycle, how todeploy a Spring application into a Java EE application, Spring Reactive, Spring Web, Spring Boot, and Spring Cloud. After completing this book, you'll be prepared to develop your own scalable, modular Spring-based applications. What You Will Learn Discover the most common use cases encountered in the real worldLearn the proper way of testing with the Spring frameworkCreate reliable, modular softwareBuild skills that will translate well across all languages and environmentsIntegrate and use data access and persistence frameworks such as Hibernate, JPA, and MongoDBGet started with the most common, most-used Spring features Who This Book Is For Those who are new to Spring or for those who have experience with Spring but want to learn what's new in Spring 6. This book assumes you have some prior coding experience inJava, but many core concepts in Java are discussed as they're encountered.

Politische Themen mit wissenschaftlichem Bezug werden medial immer präsenter. In Talkshows, Zeitungen und politischen Beratungsgremien finden oft Expertinnen und Experten mit Physikausbildung Gehör. Egal, ob es um Klimawandel, Finanzmarktcrashs, Pandemiepolitik oder erneuerbare Energien geht: wir müssen den Aussagen dieser Expertinnen und Experten blind vertrauen, wenn wir selbst kein Fachwissen besitzen. In diesem Buch werden physikalische Grundlagen hinter gesellschaftlich relevanten Themen auf eine allgemeinverständliche Weise erklärt. Dabei geht es vor allem darum, die für die Physik typischen Denkweisen klar zu machen. Auf welchen Grundlagen (Mechanik, Elektrodynamik, Quantentheorie, Feldtheorien, Relativitätstheorien, Statistische Physik) beruhen eigentlich physikalische Aussagen? Wie sind diese Grundlagen entstanden? Wie erstellt man in der Physik Modelle zur Beschreibung komplexer Themen? Was ist „Wahrheit'in Wissenschaften?Wie ist das Verhältnis von Modellen zur Wirklichkeit? Beim Beantworten dieser und vieler weiterer Fragen hat der Autor darauf geachtet, nur Mathematik vorauszusetzen, die das Niveau der Mittelstufe nicht überschreitet. Der vorliegende Band richtet sich an alle, die für Entscheidungen und Urteile ein einfaches aber solides Verständnis des physikalischen Denkens suchen: sei es im Alltag, in Unternehmen oder in der Politik.

This book offers a careful selection of studies in optimization techniques based on artificial intelligence, applied to inverse problems in radiative transfer. In this book, the reader will find an in-depth exploration of heuristic optimization methods, each meticulously described and accompanied by historical context and natural process analogies.From simulated annealing and genetic algorithms to artificial neural networks, ant colony optimization, and particle swarms, this volume presents a wide range of heuristic methods. Additional approaches such as generalized extreme optimization, particle collision, differential evolution, Luus-Jaakola, and firefly algorithms are also discussed, providing a rich repertoire of tools for tackling challenging problems.While the applications showcased primarily focus on radiative transfer, their potential extends to various domains, particularly nonlinear and large-scale problems where traditional deterministic methods fall short. With clear and comprehensive presentations, this book empowers readers to adapt each method to their specific needs. Furthermore, practical examples of classical optimization problems and application suggestions are included to enhance your understanding.This book is suitable to any researcher or practitioner whose interests lie on optimization techniques based in artificial intelligence and bio-inspired algorithms, in fields like Applied Mathematics, Engineering, Computing, and cross-disciplinary areas.

This book covers topics needed to be considered in research around usable privacy. The book starts from a psychological perspective and introduces readers to basic behavioral theories and models that can explain end-user privacy behavior (including the “privacy paradox”) on a theoretical level. Subsequently, an introduction to different study methods (e.g., experiment, survey, interviews, co-creation) used in usable privacy research is given. Based on this, different methodological aspects, such as identifying appropriate questionnaires, and applying User-Centered Design, will be discussed. Finally, the book describes application areas for privacy research such as dark patterns and presents solutions for privacy protection, e.g., regarding consent-giving and PETs. The book aims to bring together the different research approaches to the topic of usable privacy, which often originate from computer science, psychology, and law, and provide a methodologically sound basis for researchers who want to delve deeper into this topic.This is an open access book.

Move beyond the tech jargon and the hype of non-fungible tokens (NFT)s and become empowered to think through solutions to solve your specific business problems.​ NFTs are important because they enable the manipulation of digital assets in ways that are closer to the way we manipulate physical assets. This book will serve as an introduction to the space and as a source of inspiration for connecting problem and solution dots. Understanding what core problems NFTs solve and how they solve them will enable business leaders to design solutions and to put together the teams that will help them deliver on the promises of NFTs. This book is focused on explaining what NFTs are, what problems they solve, and what what technology makes them possible. It provides the larger technological, economic, and political context within which NFTs are emerging. You'll learn how NFTs are currently being used, such as in assessing authenticity, creating scarcity, identifying provenance, establishing and confirming ownership, and enabling the tracking and collection of royalties You'll also see how NFTs allow for the creation of unique digital assets that can be owned and traded just like physical assets. NFTs is your guide to the emerging possibilities of ownership and monetization of digital assets in established industries.What You'll LearnSee what problems NFTs can solveStudy the fundamentals of blockchain technologyUnderstand what “Web3” means and the possibilities ahead Identify problems that NFTs can solve Deliver NFT and blockchain based solutionsWho This Book Is ForEntrepreneurs, executives, and product line managers in the following industries: Art, Music, Podcasting, Gaming, Finance, and Real Estate. Additional audiences include Retail, Fashion, Entertainment, Event Management and Supply Chain Management.

This book illustrates how to achieve effective dimension reduction and data clustering. The authors explain how to accomplish this by utilizing the advanced dynamic graph learning technique in the era of big data. The book begins by providing background on dynamic graph learning. The authors discuss why it has attracted considerable research attention in recent years and has become well recognized as an advanced technique. After covering the key topics related to dynamic graph learning, the book discusses the recent advancements in the area. The authors then explain how these techniques can be practically applied for several purposes, including feature selection, feature projection, and data clustering.

Urgent deadlines, constant lack of time, permanent delays - these are the most faithful companions and, at the same time, the greatest enemies of the project manager. Even certified project managers, people with enormous knowledge and a lot of experience, find themselves in a situation where they need great mental resilience in order not to give up. The book is a complete manual for all critical situations a project manager might need to handle along the project's lifecycle. Written by a project manager with many years of experience, each chapter contains real-life examples with analysis and guidelines. You'll benefit from the down-to-earth knowledge that usually project managers learn over the course of years in critical and stressful situations with no preparation beforehand. It's not about academic methodologies – it's about pragmatic solutions that work in real-life. Far too often, the wise theory of IT project management has nothing to do with reality. ManagingIT Projects is your special compendium of knowledge, featuring'project management black magic,” chock full of proven recipes for project managers and IT organization managers, as well as advice on how to act in critical situations.What You'll LearnExamine the main reasons for delays in projects and see where they come from Review the key success factors in managing projects beyond project management methodologies and techniquesUnderstand the critical moments of projects and see how to prepare for themApply a pragmatic strategy and philosophy for successful project delivery and cooperation with customers Who This Book Is ForSoftware developers, project managers, engineering managers and software development directors, sales reps, executive and foundersEndorsements:'An extremely powerful book which describes well the highlights of critical project management well supported by real-life experience. […] A ready-made guide to succeed.'Antonietta MastroianniChief Digital & IT Officer at Proximus, Telco Woman of the year 2022'Straight to the point, well written and bold! […] One of the best books on project management!'Dr. Joerg StormGlobal Head IT Infrastructure Mercedes-Benz Mobility'Absolutely recommended book for all professionals in the IT industry!'Francis CeperoIoT Business Unit Leader A1 Group, former VP Innovation & Technology at SAP'Managing IT Projects'by Marcin Dąbrowski is a reference work […] The best book I read this year.'Holger WeichhausSenior Director for Development Quality, AUDI AG'This is a very practical and insightful book that I wish I could have read when I started working in project management. […] I will definitely make it mandatory reading for all my project managers.'Ricardo CamposCEO ITSCredit, former CEO at ActivoBank and Chief Digital Officer at Millennium Bank'The book really draws you in to how to successfully manage an IT-project both on a very practical note and also how to influence both internal and external stakeholders.'Brian StoutFormer CEO of BT One Phone, board member of T-Mobile The Netherlands and CEOof KPN Belgium'There are many books trying to explain to us how to design, sell and deliver transformative IT programs for demanding clients. “Managing IT projects” is more. […] Outstanding value for practitioners.'Michael Brandenburg, GM 2Quadrate GmbH, Lead Coach at IESE Business School, former VP at Capgemini'It's incredibly practical. It wins my trust.'Ewa Maciaś, Director of Engineering at Nomagic, ex Director of Engineering at Google &