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Intelligent and Adaptive Systems in Medicine, 


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Цена: 9798.00р.
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Название:  Intelligent and Adaptive Systems in Medicine
ISBN: 9780367387624
Издательство: Taylor&Francis
Классификация:

ISBN-10: 036738762X
Обложка/Формат: Paperback
Страницы: 400
Вес: 1.63 кг.
Дата издания: 27.09.2019
Серия: Series in Medical Physics and Biomedical Engineering
Язык: English
Размер: 231 x 155 x 23
Читательская аудитория: Professional & vocational
Основная тема: Medical Physics
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание:

Intelligent and adaptive techniques are rapidly being used in all stages of medical treatment, from the initial diagnosis to planning delivery and follow-up therapy.To realize the full potential of these techniques, developers and end users must understand both the underlying technology and the specifics of the medical application considered. Focusing on this growing area of interest, Intelligent and Adaptive Systems in Medicine clearly and concisely explains a range of adaptive and intelligent systems, highlighting their benefits and limitations with realistic medical examples.

Bringing together theory and practice, this volume describes the application of adaptive and intelligent control as well as intelligent systems in the diagnosis, planning, treatment, and follow up of diseases such as cancer. Each chapter presents a family of an intelligent and adaptive system, explains the techniques and algorithms behind these systems, and explores how to solve medical and biomedical problems using intelligent and adaptive systems. The book focuses on the methods of fuzzy logic, artificial neural networks, neuro-fuzzy modeling, adaptive and predictive control, systems and statistical modeling, and image processing.

By assessing the use of intelligent and adaptive techniques for medical diagnosis and therapy, this guide promotes further research in this area of techno-medicine. It provides researchers and clinicians with the tools and processes that are leading to the invaluable use of intelligent systems in early diagnoses and effective treatment.




Probabilistic Reasoning in Intelligent Systems,

Автор: Judea Pearl
Название: Probabilistic Reasoning in Intelligent Systems,
ISBN: 1558604790 ISBN-13(EAN): 9781558604797
Издательство: Elsevier Science
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Цена: 9599.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Probabilistic Reasoning in Intelligent Systems is a complete and accessible account of the theoretical foundations and computational methods that underlie plausible reasoning under uncertainty. The author provides a coherent explication of probability as a language for reasoning with partial belief and offers a unifying perspective on other AI approaches to uncertainty, such as the Dempster-Shafer formalism, truth maintenance systems, and nonmonotonic logic.

The author distinguishes syntactic and semantic approaches to uncertainty--and offers techniques, based on belief networks, that provide a mechanism for making semantics-based systems operational. Specifically, network-propagation techniques serve as a mechanism for combining the theoretical coherence of probability theory with modern demands of reasoning-systems technology: modular declarative inputs, conceptually meaningful inferences, and parallel distributed computation. Application areas include diagnosis, forecasting, image interpretation, multi-sensor fusion, decision support systems, plan recognition, planning, speech recognition--in short, almost every task requiring that conclusions be drawn from uncertain clues and incomplete information.


Probabilistic Reasoning in Intelligent Systems will be of special interest to scholars and researchers in AI, decision theory, statistics, logic, philosophy, cognitive psychology, and the management sciences. Professionals in the areas of knowledge-based systems, operations research, engineering, and statistics will find theoretical and computational tools of immediate practical use. The book can also be used as an excellent text for graduate-level courses in AI, operations research, or applied probability.

Applications of Intelligent Optimization in Biology and Medicine

Автор: Aboul-Ella Hassanien; Crina Grosan; Mohamed Fahmy
Название: Applications of Intelligent Optimization in Biology and Medicine
ISBN: 3319212117 ISBN-13(EAN): 9783319212111
Издательство: Springer
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Цена: 19591.00 р.
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Описание: A simplex Nelder Mead Genetic Algorithm for Minimizing Molecular Potential Energy Function.- A Survey of Metaheuristics Methods for Bioinformatics Applications.- DNA Based Steganography: Survey and Analysis for Parameters Optimization.- Dental Image Registration Using Particle Swarm Optimized for Thin Plate Splines from Semi-Automatic.- A Modified Particle Swarm Optimization Algorithm for Solving Capacitated Maximal Covering Location Problem in Healthcare Systems.- Optimization Methods for Medical Image Super Resolution Reconstruction.- PCA-PNN and PCA-SVM based CAD Systems for Breast Density Classification.- Retinal Blood Vessels Segmentation Based on Bio-Inspired Algorithm.- Systematic Analysis of Applied Data Mining Based Optimization Algorithms in Clinical Attribute Extraction and Classification for Diagnosis of Cardiac Patients.- Particle Swarm Optimization Based Fast Fuzzy C-Means Clustering for Liver CT Segmentation.- Enhanced Prediction of DNA-Binding Proteins and Classes.- MEDLINE Text Mining: An Enhancement Genetic Algorithm based Approach for Document Clustering.- Optimized Tumor Breast Cancer Classification Using Combining Random Subspace and Static Classifiers Selection Paradigms.

Intelligent Optimal Adaptive Control for Mechatronic Systems

Автор: Marcin Szuster; Zenon Hendzel
Название: Intelligent Optimal Adaptive Control for Mechatronic Systems
ISBN: 3319688243 ISBN-13(EAN): 9783319688244
Издательство: Springer
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Цена: 22359.00 р.
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Описание: The book deals with intelligent control of mobile robots, presenting the state-of-the-art in the field, and introducing new control algorithms developed and tested by the authors. It also discusses the use of artificial intelligent methods like neural networks and neuraldynamic programming, including globalised dual-heuristic dynamic programming, for controlling wheeled robots and robotic manipulators,and compares them to classical control methods.

Intelligent Optimal Adaptive Control for Mechatronic Systems

Автор: Marcin Szuster; Zenon Hendzel
Название: Intelligent Optimal Adaptive Control for Mechatronic Systems
ISBN: 3319886630 ISBN-13(EAN): 9783319886633
Издательство: Springer
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Цена: 25155.00 р.
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Описание: The book deals with intelligent control of mobile robots, presenting the state-of-the-art in the field, and introducing new control algorithms developed and tested by the authors. It also discusses the use of artificial intelligent methods like neural networks and neuraldynamic programming, including globalised dual-heuristic dynamic programming, for controlling wheeled robots and robotic manipulators,and compares them to classical control methods.

Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine

Автор: Oscar Castillo; Patricia Melin
Название: Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine
ISBN: 3030341348 ISBN-13(EAN): 9783030341343
Издательство: Springer
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Цена: 13974.00 р.
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Описание: This book describes the latest advances in fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, and their applications in areas such as: intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction, and optimization of complex problems.

Intelligent Systems Technologies and Applications

Автор: Sabu M. Thampi; Sushmita Mitra; Jayanta Mukhopadhy
Название: Intelligent Systems Technologies and Applications
ISBN: 3319683845 ISBN-13(EAN): 9783319683843
Издательство: Springer
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Цена: 27950.00 р.
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Описание: This book constitutes the thoroughly refereed post-conference proceedings of the third International Symposium on Intelligent Systems Technologies and Applications (ISTA`17), September 13-16, 2017, Manipal, Karnataka, India. This proceedings contains 34 papers selected for presentation at the Symposium.

Applications of Intelligent Optimization in Biology and Medicine

Автор: Aboul-Ella Hassanien; Crina Grosan; Mohamed Fahmy
Название: Applications of Intelligent Optimization in Biology and Medicine
ISBN: 3319355694 ISBN-13(EAN): 9783319355696
Издательство: Springer
Рейтинг:
Цена: 15672.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: A simplex Nelder Mead Genetic Algorithm for Minimizing Molecular Potential Energy Function.- A Survey of Metaheuristics Methods for Bioinformatics Applications.- DNA Based Steganography: Survey and Analysis for Parameters Optimization.- Dental Image Registration Using Particle Swarm Optimized for Thin Plate Splines from Semi-Automatic.- A Modified Particle Swarm Optimization Algorithm for Solving Capacitated Maximal Covering Location Problem in Healthcare Systems.- Optimization Methods for Medical Image Super Resolution Reconstruction.- PCA-PNN and PCA-SVM based CAD Systems for Breast Density Classification.- Retinal Blood Vessels Segmentation Based on Bio-Inspired Algorithm.- Systematic Analysis of Applied Data Mining Based Optimization Algorithms in Clinical Attribute Extraction and Classification for Diagnosis of Cardiac Patients.- Particle Swarm Optimization Based Fast Fuzzy C-Means Clustering for Liver CT Segmentation.- Enhanced Prediction of DNA-Binding Proteins and Classes.- MEDLINE Text Mining: An Enhancement Genetic Algorithm based Approach for Document Clustering.- Optimized Tumor Breast Cancer Classification Using Combining Random Subspace and Static Classifiers Selection Paradigms.

Intelligent Data Analysis in Medicine and Pharmacology

Автор: Nada Lavra?; Elpida Keravnou-Papailiou; Blaz Zupan
Название: Intelligent Data Analysis in Medicine and Pharmacology
ISBN: 0792380002 ISBN-13(EAN): 9780792380009
Издательство: Springer
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Цена: 29209.00 р.
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Описание: Presents the various techniques and methods that are available for intelligent data analysis in medicine and pharmacology, and presents case studies of their application. This book consists of selected papers presented at the First International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-96).

Adaptive and Intelligent Control of Microbial Fuel Cells

Автор: Ravi Patel; Dipankar Deb; Rajeeb Dey; Valentina E.
Название: Adaptive and Intelligent Control of Microbial Fuel Cells
ISBN: 3030180670 ISBN-13(EAN): 9783030180676
Издательство: Springer
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Цена: 13974.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book addresses a range of solutions and effective control techniques for Microbial Fuel Cells (MFCs), intended as a response to the increased energy consumption and wastewater production stemming from globalization.


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