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检索条件"丛书名=Intelligent Systems Reference Library"

共 291 条记录，以下是81-90 订阅

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Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data 1st ed. 2016

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丛书名： intelligent systems reference library

2016年

作者： Robert B. Fisher Yun-Heh Chen-Burger Daniela Giordano Lynda Hardman Fang-Pang Lin

ISBN: (数字)9783319302089

ISBN: (纸本)9783319302065

This book gives a start-to-finish overview of the whole Fish4Knowledge project, in 18 short chapters, each describing one aspect of the project. The Fish4Knowledge project explored the possibilities of big video data, in this case from undersea video. Recording and analyzing 90 thousand hours of video from ten camera locations, the project gives a 3 year view of fish abundance in several tropical coral reefs off the coast of Taiwan. The research system built a remote recording network, over 100 Tb of storage, supercomputer processing, video target detection and tracking, fish species recognition and analysis, a large SQL database to record the results and an efficient retrieval mechanism. Novel user interface mechanisms were developed to provide easy access for marine ecologists, who wanted to explore the dataset. The book is a useful resource for system builders, as it gives an overview of the many new methods that were created to build the Fish4Knowledge system in a manner that also allows readers to see how all the components fit together.

关键词：计算智能人工智能（s）鱼类和野生动物保护生物学与管理

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Towards Paraconsistent Engineering 1st ed. 2016

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丛书名： intelligent systems reference library

2016年

作者： Seiki Akama

ISBN: (数字)9783319404189

ISBN: (纸本)9783319404172

This book presents a collection of contributions from related logics to applied paraconsistency. Moreover, all of them are dedicated to Jair Minoro Abe,on the occasion of his sixtieth birthday. He is one of the experts in Paraconsistent Engineering, who developed the so-called annotated logics. The book includes important contributions on foundations and applications of paraconsistent logics in connection with engineering, mathematical logic, philosophical logic, computer science, physics, economics, and biology. It will be of interest to students and researchers, who are working on engineering and logic.

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From Curve Fitting to Machine Learning 2nd ed. 2016

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丛书名： intelligent systems reference library

2016年

作者： Achim Zielesny

ISBN: (数字)9783319325453

ISBN: (纸本)9783319325446

This successful book provides in its second edition an interactive and illustrative guide from two-dimensional curve fitting to multidimensional clustering and machine learning with neural networks or support vector machines. Along the way topics like mathematical optimization or evolutionary algorithms are touched. All concepts and ideas are outlined in a clear cut manner with graphically depicted plausibility arguments and a little elementary mathematics. The major topics are extensively outlined with exploratory examples and applications. The primary goal is to be as illustrative as possible without hiding problems and pitfalls but to address them. The character of an illustrative cookbook is complemented with specific sections that address more fundamental questions like the relation between machine learning and human intelligence. All topics are completely demonstrated with the computing platform Mathematica and the Computational Intelligence Packages (CIP), a high-level function library developed with Mathematica's programming language on top of Mathematica's algorithms. CIP is open-source and the detailed code used throughout the book is freely accessible. The target readerships are students of (computer) science and engineering as well as scientific practitioners in industry and academia who deserve an illustrative introduction. Readers with programming skills may easily port or customize the provided code. "'From curve fitting to machine learning' is ... a useful book. ... It contains the basic formulas of curve fitting and related subjects and throws in, what is missing in so many books, the code to reproduce the results. All in all this is an interesting and useful book both for novice as well as expert readers. For the novice it is a good introductory book and the expert will appreciate the many examples and working code". Leslie A. Piegl (Review of the first edition, 2012).

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New Approaches in intelligent Image Analysis 1st ed. 2016

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丛书名： intelligent systems reference library

2016年

作者： Roumen Kountchev Kazumi Nakamatsu

ISBN: (数字)9783319321929

ISBN: (纸本)9783319321905

This book presents an Introduction and 11 independent chapters, which are devoted to various new approaches of intelligent image processing and analysis. The book also presents new methods, algorithms and applied systems for intelligent image processing, on the following basic topics: Methods for Hierarchical Image Decomposition;intelligent Digital Signal Processing and Feature Extraction; Data Clustering and Visualization via Echo State Networks; Clustering of Natural Images in Automatic Image Annotation systems; Control System for Remote Sensing Image Processing; Tissue Segmentation of MR Brain Images Sequence; Kidney Cysts Segmentation in CT Images; Audio Visual Attention Models in Mobile Robots Navigation; Local Adaptive Image Processing; Learning Techniques for intelligent Access Control; Resolution Improvement in Acoustic Maps. Each chapter is self-contained with its own references. Some of the chapters are devoted to the theoretical aspects while the others are presenting the practical aspects and the analysis of the modeling of the developed algorithms in different application areas.

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New Approaches in intelligent Control 1st ed. 2016

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丛书名： intelligent systems reference library

2016年

作者： Kazumi Nakamatsu Roumen Kountchev

ISBN: (数字)9783319321684

ISBN: (纸本)9783319321660

This volume introduces new approaches in intelligent control area from both the viewpoints of theory and application. It consists of eleven contributions by prominent authors from all over the world and an introductory chapter. This volume is strongly connected to another volume entitled "New Approaches in intelligent Image Analysis" (Eds. Roumen Kountchev and Kazumi Nakamatsu). The chapters of this volume are self-contained and include summary, conclusion and future works. Some of the chapters introduce specific case studies of various intelligent control systems and others focus on intelligent theory based control techniques with applications. A remarkable specificity of this volume is that three chapters are dealing with intelligent control based on paraconsistent logics.

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Emerging Trends in the Evolution of Service-Oriented and Enterprise Architectures 1st ed. 2016

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丛书名： intelligent systems reference library

2016年

作者： Eman El-Sheikh Alfred Zimmermann Lakhmi C. Jain

ISBN: (数字)9783319405643

ISBN: (纸本)9783319405629

This book presents emerging trends in the evolution of service-oriented and enterprise architectures. New architectures and methods of both business and IT are integrating services to support mobility systems, Internet of Things, Ubiquitous Computing, collaborative and adaptive business processes, Big Data, and Cloud ecosystems. They inspire current and future digital strategies and create new opportunities for the digital transformation of next digital products and services. Services Oriented Architectures (SOA) and Enterprise Architectures (EA) have emerged as a useful framework for developing interoperable, large-scale systems, typically implementing various standards, like Web Services, REST, and Microservices. Managing the adaptation and evolution of such systems presents a great challenge. Service-Oriented Architecture enables flexibility through loose coupling, both between the services themselves and between the IT organizations that manage them. Enterprises evolve continuously by transforming and extending their services, processes and information systems. Enterprise Architectures provide a holistic blueprint to help define the structure and operation of an organization with the goal of determining how an organization can most effectively achieve its objectives. The book proposes several approaches to address the challenges of the service-oriented evolution of digital enterprise and software architectures.

关键词： Computational intelligence Artificial intelligence Service-oriented architecture (Computer science)

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Introduction to Annotated Logics: Foundations for Paracomplete and Paraconsistent Reasoning 1

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丛书名： intelligent systems reference library

2015年

作者： Jair Minoro Abe, Seiki Akama, Kazumi Nakamatsu (auth.)

ISBN: (数字)9783319179124

ISBN: (纸本)9783319179117;9783319179124

This book is written as an introduction to annotated logics. It provides logical foundations for annotated logics, discusses some interesting applications of these logics and also includes the authors' contributions to annotated logics. The central idea of the book is to show how annotated logic can be applied as a tool to solve problems of technology and of applied science. The book will be of interest to pure and applied logicians, philosophers and computer scientists as a monograph on a kind of paraconsistent logic. But, the layman will also take profit from its reading.

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Multi-Level Decision Making: Models, Methods and Applications 1

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丛书名： intelligent systems reference library

2015年

作者： Guangquan Zhang, Jie Lu, Ya Gao (auth.)

ISBN: (数字)9783662460597

ISBN: (纸本)9783662460580;9783662460597

This monograph presents new developments in multi-level decision-making theory, technique and method in both modeling and solution issues. It especially presents how a decision support system can support managers in reaching a solution to a multi-level decision problem in practice. This monograph combines decision theories, methods, algorithms and applications effectively. It discusses in detail the models and solution algorithms of each issue of bi-level and tri-level decision-making, such as multi-leaders, multi-followers, multi-objectives, rule-set-based, and fuzzy parameters. Potential readers include organizational managers and practicing professionals, who can use the methods and software provided to solve their real decision problems; PhD students and researchers in the areas of bi-level and multi-level decision-making and decision support systems; students at an advanced undergraduate, masters level in information systems, business administration, or the application of computer science.

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Machine Learning Paradigms: Applications in Recommender systems 1

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丛书名： intelligent systems reference library

2015年

作者： Aristomenis S. Lampropoulos, George A. Tsihrintzis (auth.)

ISBN: (数字)9783319191355

ISBN: (纸本)9783319191348;9783319191355

This timely book presents Applications in Recommender systems which are making recommendations using machine learning algorithms trained via examples of content the user likes or dislikes. Recommender systems built on the assumption of availability of both positive and negative examples do not perform well when negative examples are rare. It is exactly this problem that the authors address in the monograph at hand. Specifically, the books approach is based on one-class classification methodologies that have been appearing in recent machine learning research. The blending of recommender systems and one-class classification provides a new very fertile field for research, innovation and development with potential applications in big data as well as sparse data problems. The book will be useful to researchers, practitioners and graduate students dealing with problems of extensive and complex data. It is intended for both the expert/researcher in the fields of Pattern Recognition, Machine Learning and Recommender systems, as well as for the general reader in the fields of Applied and Computer Science who wishes to learn more about the emerging discipline of Recommender systems and their applications. Finally, the book provides an extended list of bibliographic references which covers the relevant literature completely.

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Fusion of Smart, Multimedia and Computer Gaming Technologies: Research, systems and Perspectives 1

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丛书名： intelligent systems reference library

2015年

作者： Dharmendra Sharma, Margarita Favorskaya, Lakhmi C. Jain, Robert J. Howlett (eds.)

ISBN: (数字)9783319146447;9783319146454

ISBN: (纸本)9783319146447;9783319146454

This monograph book is focused on the recent advances in smart, multimedia and computer gaming technologies. The Contributions include:Smart Gamification and Smart Serious Games. Fusion of secure IPsec-based Virtual Private Network, mobile computing and rich multimedia technology. Teaching and Promoting Smart Internet of Things Solutions Using the Serious-game Approach. Evaluation of Student Knowledge using an e-Learning Framework. The iTEC Eduteka.3D Virtual Worlds as a Fusion of Immersing, Visualizing, Recording, and Replaying Technologies. Fusion of multimedia and mobile technology in audio guides for Museums and Exhibitions: from Bluetooth Push to Web Pull. The book is directed to researchers, students and software developers working in the areas of education and information technologies.

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