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This book constitutes the refereed proceedings of the 6th International Conference on Tools and Methods of Program Analysis, TMPA 2021, held in Tomsk, Russia, during November 25–27, 2021.The 15 full papers and 3 short papers included in this book were carefully reviewed and selected from 45 submissions. They focus on various aspects of application of modern methods of data science to the analysis of software quality.

This two-volume set LNCS 14465-14466 constitutes the proceedings of the 31st International Symposium on Graph Drawing and Network Visualization, GD 2023, held in Isola delle Femmine, Palermo, Italy, in September 2023. The 31 full papers, 7 short papers, presented together with 2 invited talks, and one contest report, were thoroughly reviewed and selected from the 100 submissions. The abstracts of 11 posters presented at the conference can be found in the back matter of the volume. The contributions were organized in topical sections as follows: beyond planarity; crossing numbers; linear layouts; geometric aspects; visualization challenges; graph representations; graph decompositions; topological aspects; parameterized complexity for drawings; planar graphs; frameworks; algorithmics.

This 4-volume set of LNCS 14495-14498 constitutes the proceedings of the 40th Computer Graphics International Conference, CGI 2023, held in Shanghai, China, August 28 – September 1, 2023. The 149 papers in this set were carefully reviewed and selected from 385 submissions. They are organized in topical sections as follows: Detection and Recognition; Image Analysis and Processing; Image Restoration and Enhancement; Image Attention and Perception; Reconstruction; Rendering and Animation; Synthesis and Generation; Visual Analytics and Modeling; Graphics and AR/VR; Medical Imaging and Robotics; Theoretical Analysis; Image Analysis and Visualization in Advanced Medical Imaging Technology; Empowering Novel Geometric Algebra for Graphics and Engineering.

This book constitutes the refereed proceedings of the 26th International Conference on Practical Aspects of Declarative Languages, PADL 2024, held in London, UK, during January 17–19, 2024.The 13 full papers included in this book were carefully reviewed and selected from 25 submissions. The accepted papers span a range of topics related to functional and logic programming, including reactive programming, hardware implementations, implementation of marketplaces, query languages, and applications of declarative programming techniques to artificial intelligence and machine learning.

This book constitutes the proceedings of the 16th Latin American Symposium on Theoretical Informatics, LATIN 2042, which took place in Puerto Varas, Chile, in March 2024. The 44 papers presented in this volume were carefully reviewed and selected from 93 submissions. They were organized in topical sections as follows:Part I: Algorithms and Data Structures; Approximation and Online Algorithms; Complexity Theory; Part II: Combinatorics and Graph Theory; Parameterized Algorithms; Automata Theory and Formal Languages; and Game Theory and Fairness.

This volume constitutes the refereed proceedings presented at the international workshops of the 26th European Conference on Artificial Intelligence, ECAI 2023, which was held in Kraków, Poland, in September-October 2023. The papers in this volume were presented at the following workshops: XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI.

This conference LNAI 14502 volume constitutes the workshop proceedings of 22nd Mexican International Conference on Artificial Intelligence, held in November 2023 in Mérida, Yucatán, México. The total of 34 papers presented in this volume was carefully reviewed and selected from 54 submissions.The proceedings of MICAI 2023 workshops are structured into three sections: – WILE 2023: 16th Workshop on Intelligent Learning Environments – HIS 2023: 16th Workshop of Hybrid Intelligent Systems – CIAPP 2023: 5th Workshop on New Trends in Computational Intelligence and Applications

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!