Screen LibraryPractical issues of intelligent innovations /
This book presents recent advances in the field of intelligent systems. Composed of fourteen selected chapters, it covers a wide range of research that varies from applications in industrial data science to those in applied science. Today the word INNOVATION is more and more connected with the words...
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| Group Author: | ; ; |
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| Published: |
Springer,
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| Publisher Address: | Cham, Switzerland : |
| Publication Dates: | [2018] |
| Literature type: | Book |
| Language: | English |
| Series: |
Studies in systems, decision and control.
volume 140 |
| Subjects: | |
| Summary: |
This book presents recent advances in the field of intelligent systems. Composed of fourteen selected chapters, it covers a wide range of research that varies from applications in industrial data science to those in applied science. Today the word INNOVATION is more and more connected with the words INTELLIGENT and SECURITY, as such the book discusses the theory and applications of hot topics such as big data, education applications of robots with different levels of autonomy, knowledge-based modeling and control of complex dynamical systems, sign-based synthesis of behavior, security issues with intelligent systems, innovative intelligent control design, neuromorphic computation, data-driven classification, intelligent modeling and measurement innovations, multisensor data association, personal education assistants, a modern production architecture, study of peer review and scientometrics, intelligent research on bug report data, and clustering non-Gaussian data. The broad and varied research discussed represents the mainstream of contemporary intelligent innovations that are slowly but surely changing the world. |
| Carrier Form: | xii, 330 pages : illustrations (chiefly color) ; 25 cm. |
| Bibliography: | Includes bibliographical references. |
| ISBN: |
9783319784366 3319784366 |
| Index Number: | Q342 |
| CLC: | TP18 |
| Call Number: | TP18/P895-1 |
| Contents: | Non-conventional Control Design by Sigmoid Generated Fixed Point Transformation Using Fuzzy Approximation -- From von Neumann Architecture and Atanasoff's ABC to Neuromorphic Computation and Kasabov's NeuCube. Part II: Applications -- Data-Driven Interval Type-2 Fuzzy Modelling for the Classification of Imbalanced Data -- Network Flows and Risks -- Decreasing Influence of the Error Due to Acquired Inhomogeneity of Sensors by the Means of Artificial Intelligence -- Personal Assistants in a Virtual Education Space -- Practical Guidelines for Design of Human-in-the-Loop Systems: Lessons Learned -- NEO-Fuzzy Neural Networks for Knowledge Based Modeling and Control of Complex Dynamical Systems -- Sign-Based Representation and World Model of Actor -- Responsive Production in Manufacturing: A Modular Architecture -- Multisensor Data Association by Using the Polar Hough Transform -- Scientific Research Funding Criteria: An Empirical Study of Peer Review and Scientometrics -- Comparing Robots with Different Levels of Autonomy in Educational Setting -- Clustering Non-Gaussian Data Using Mixture Estimation with Uniform Components. |