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Integral and Inverse Reinforcement Learning for Optimal Control Systems and Games 1

丛书名： Advances in Industrial Control

1000年

作者： Bosen Lian Wenqian Xue Frank L. Lewis Hamidreza Modares Bahare Kiumarsi

ISBN: (数字)9783031452529

ISBN: (纸本)9783031452512;9783031452543

Graduate students will find that this book offers a thorough introduction to integral and inverse RL for feedback control related to optimal regulation and tracking, disturbance rejection, and multiplayer and multiagent systems. For researchers, it provides a combination of theoretical analysis, rigorous algorithms, and a wide-ranging selection of examples. The book equips practitioners working in various domains – aircraft, robotics, power systems, and communication networks among them – with theoretical insights valuable in tackling the real-world challenges they face.

关键词： Control and Systems Theory Mathematical and Computational engineering Computational Intelligence Automotive engineering

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Advances in Multimedia Information Processing - PCM 2008 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Yueh-Min Ray Huang Changsheng Xu Kuo-Sheng Cheng Jar-Ferr Kevin Yang M. N. S. Swamy Shipeng Li Jen-Wen Ding

ISBN: (数字)9783540897965

ISBN: (纸本)9783540897958

Welcome to the proceedings of 9th Pacific-Rim Conference on Multimedia (PCM 2008) held at the National Cheng Kung University, Tainan, Taiwan during Dec- ber 9–13, 2008. The first PCM was held in Sydney in 2000. Since then, it has been held successfully around the Pacific Rim, including Beijing in 2001, Hsinchu in 2002, Singapore in 2003, Tokyo in 2004, Jeju in 2005, Zhejiang in 2006, Hong Kong in 2007 and finally Tainan. PCM is a major annual international conference bringing together researchers, developers, and educators in the field of multimedia from around the world. It covers a wide spectrum of multimedia research, from state-of-the-art theoretical breakthroughs to the practical systems of multimedia analysis and processing. PCM 2008 featured a comprehensive program including tutorials, keynote talks, regular oral presentations, special sessions, and poster sessions. This year, we - cepted 79 papers out of 210 submissions, giving an acceptance rate of 37%. In addition, 39 papers were accepted for poster presentation. The submissions were categorized into five different tracks: multimedia compression, communication and networking, multimedia processing, analysis and retrieval, multimedia databases, systems, and applications, multimedia human–computer interfaces, multimedia security and digital right management, with a total of 210 submissions from 18 countries and regions. Among the five tracks, “multimedia analysis and retrieval” received the most submissions (34% of the submissions). We kindly appreciate the great effort made by the Program Committee members and the additional reviewers in the reviewing of submissions.

关键词： computer Applications computer Communication Networks Database Management Multimedia Information Systems Information Storage and Retrieval Information Systems Applications (incl. Internet)

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Simulation, Modeling, and Programming for Autonomous Robots 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Davide Brugali Jan F. Broenink Torsten Kroeger Bruce A. MacDonald

ISBN: (数字)9783319119007

ISBN: (纸本)9783319118994

This book constitutes the refereed proceedings of the 4th International Conference on Simulation, Modeling, and Programming for Autonomous Robots, SIMPAR 2014, held in Bergamo, Italy, in October 2014.;The 49 revised full papers presented were carefully reviewed and selected from 62 submissions. The papers are organized in topical sections on simulation, modeling, programming, architectures, methods and tools, and systems and applications.

关键词： Artificial Intelligence Simulation and Modeling User Interfaces and Human computer Interaction Computation by Abstract Devices computer Communication Networks Software engineering

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Advances in Neuro-Information Processing 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Mario Köppen Nikola Kasabov George Coghill

ISBN: (数字)9783642024900

ISBN: (纸本)9783642024894

The two volume set LNCS 5506 and LNCS 5507 constitutes the thoroughly refereed post-conference proceedings of the 15th International Conference on Neural Information Processing, ICONIP 2008, held in Auckland, New Zealand, in November 2008. The 260 revised full papers presented were carefully reviewed and selected from numerous ordinary paper submissions and 15 special organized sessions. 116 papers are published in the first volume and 112 in the second volume. The contributions deal with topics in the areas of data mining methods for cybersecurity, computational models and their applications to machine learning and pattern recognition, lifelong incremental learning for intelligent systems, application of intelligent methods in ecological informatics, pattern recognition from real-world information by svm and other sophisticated techniques, dynamics of neural networks, recent advances in brain-inspired technologies for robotics, neural information processing in cooperative multi-robot systems.

关键词： computer Communication Networks Computation by Abstract Devices Artificial Intelligence Models and Principles Special Purpose and Application-Based Systems Simulation and Modeling

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Advances in Swarm Intelligence 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Ying Tan Yuhui Shi Yi Chai Guoyin Wang

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An X Language-Driven Framework for Systematic Development of Digital Twin Healthcare Systems

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ACM Transactions on Multimedia Computing, Communications, and Applications 1000年

作者： Kunyu Xie Lin Zhang Yuan Yang Xiaohe Li Ridha Khedri Zhen Chen M. Jamal Deen Simulation Technology Innovation Center Hangzhou International Innovation Institute of Beihang University Hangzhou 311115 Zhejiang China School of Automation Science and Electrical Engineering Beihang University Beijing 100191 China State Key Laboratory of Intelligent Manufacturing Systems Technology Beijing 100191 China School of Automation Science and Electrical Engineering Beihang University Beijing 100191 China Shenzhen Third People’s Hospital & Second Hospital Affiliated to Southern University of Science and Technology Shenzhen 518112 Guangdong China Dept. of Computing and Software McMaster University Hamilton Ontario Canada L8S 4K1 Department of Electrical and Computer Engineering McMaster University Hamilton ON L8S 4L8 Canada

The rapid advancements in big data and the Internet of Things (IoT) have significantly accelerated the digital transformation of medical institutions, leading to the widespread adoption of Digital Twin Healthcare (DTH). The Cloud DTH Platform (CDTH) serves as a cloud-based framework that integrates DTH models, healthcare resources, patient data, and medical services. By leveraging real-time data from medical devices, the CDTH platform enables intelligent healthcare services such as disease prediction and medical resource optimization. However, the platform functions as a system of systems (SoS), comprising interconnected yet independent healthcare services. This complexity is further compounded by the integration of both black-box AI models and domain-specific mechanistic models, which pose challenges in ensuring the interpretability and trustworthiness of DTH models. To address these challenges, we propose a Model-Based Systems engineering (MBSE)-driven DTH modeling methodology derived from systematic requirement and functional analyses. To implement this methodology effectively, we introduce a DTH model development approach using the X language, along with a comprehensive toolchain designed to streamline the development process. Together, this methodology and toolchain form a robust framework that enables engineers to efficiently develop interpretable and trustworthy DTH models for the CDTH platform. By integrating domain-specific mechanistic models with AI algorithms, the framework enhances model transparency and reliability. Finally, we validate our approach through a case study involving elderly patient care, demonstrating its effectiveness in supporting the development of DTH models that meet healthcare and interpretability requirements.

关键词： Digital Twin Model-based system engineering X Language Medical Cyber-Physical Systems Digital Twin Healthcare Design

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Advances in Swarm Intelligence 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Ying Tan Yuhui Shi Hongwei Mo

ISBN: (数字)9783642387159

ISBN: (纸本)9783642387142

This book and its companion volume, LNCS vols. 7928 and 7929 constitute the proceedings of the 4th International Conference on Swarm Intelligence, ICSI 2013, held in Harbin, China in June 2013. The 129 revised full papers presented were carefully reviewed and selected from 268 submissions. The papers are organized in 22 cohesive sections covering all major topics of swarm intelligence research and developments. The topics covered in this volume are: hybrid algorithms, swarm-robot and multi-agent systems, support vector machines, data mining methods, system and information security, intelligent control, wireless sensor network, scheduling and path planning, image and video processing, and other applications.

关键词： Algorithm Analysis and Problem Complexity Numeric Computing Discrete Mathematics in computer Science Data Mining and Knowledge Discovery Artificial Intelligence

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Advances in Neuro-Information Processing 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Mario Köppen Nikola Kasabov George Coghill

ISBN: (数字)9783642030406

ISBN: (纸本)9783642030390

关键词： computer Communication Networks Computation by Abstract Devices Artificial Intelligence Models and Principles Special Purpose and Application-Based Systems Simulation and Modeling

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Advances in Neural Networks - ISNN 2006 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Jun Wang Zhang Yi Jacek M. Zurada Bao-Liang Lu Hujun Yin

ISBN: (数字)9783540344384

ISBN: (纸本)9783540344377

This book and its sister volumes constitute the Proceedings of the Third International Symposium on Neural Networks (ISNN 2006) held in Chengdu in southwestern China during May 28–31, 2006. After a successful ISNN 2004 in Dalian and ISNN 2005 in Chongqing, ISNN became a well-established series of conferences on neural computation in the region with growing popularity and improving quality. ISNN 2006 received 2472 submissions from authors in 43 countries and regions (mainland China, Hong Kong, Macao, Taiwan, South Korea, Japan, Singapore, Thailand, Malaysia, India, Pakistan, Iran, Qatar, Turkey, Greece, Romania, Lithuania, Slovakia, Poland, Finland, Norway, Sweden, Demark, Germany, France, Spain, Portugal, Belgium, Netherlands, UK, Ireland, Canada, USA, Mexico, Cuba, Venezuela, Brazil, Chile, Australia, New Zealand, South Africa, Nigeria, and Tunisia) across six continents (Asia, Europe, North America, South America, Africa, and Oceania). Based on rigorous reviews, 616 high-quality papers were selected for publication in the proceedings with the acceptance rate being less than 25%. The papers are organized in 27 cohesive sections covering all major topics of neural network research and development. In addition to the numerous contributed papers, ten distinguished scholars gave plenary speeches (Robert J. Marks II, Erkki Oja, Marios M. Polycarpou, Donald C. Wunsch II, Zongben Xu, and Bo Zhang) and tutorials (Walter J. Freeman, Derong Liu, Paul J. Werbos, and Jacek M. Zurada).

关键词： Artificial Intelligence Computation by Abstract Devices computer Communication Networks Algorithm Analysis and Problem Complexity Discrete Mathematics in computer Science Pattern Recognition

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computer Vision – ACCV 2012 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Kyoung Mu Lee Yasuyuki Matsushita James M. Rehg Zhanyi Hu

ISBN: (数字)9783642374449

ISBN: (纸本)9783642374432

The four-volume set LNCS 7724--7727 constitutes the thoroughly refereed post-conference proceedings of the 11th Asian Conference on computer Vision, ACCV 2012, held in Daejeon, Korea, in November 2012. The total of 226 contributions presented in these volumes was carefully reviewed and selected from 869 submissions. The papers are organized in topical sections on object detection, learning and matching; object recognition; feature, representation, and recognition; segmentation, grouping, and classification; image representation; image and video retrieval and medical image analysis; face and gesture analysis and recognition; optical flow and tracking; motion, tracking, and computational photography; video analysis and action recognition; shape reconstruction and optimization; shape from X and photometry; applications of computer vision; low-level vision and applications of computer vision.

关键词： Image Processing and computer Vision Pattern Recognition Artificial Intelligence Health Informatics

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