Автор: Judea Pearl Название: Probabilistic Reasoning in Intelligent Systems, ISBN: 1558604790 ISBN-13(EAN): 9781558604797 Издательство: Elsevier Science Рейтинг: 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.
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 Рейтинг: Цена: 19591.00 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.
Автор: Marcin Szuster; Zenon Hendzel Название: Intelligent Optimal Adaptive Control for Mechatronic Systems ISBN: 3319688243 ISBN-13(EAN): 9783319688244 Издательство: Springer Рейтинг: Цена: 22359.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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.
Автор: Marcin Szuster; Zenon Hendzel Название: Intelligent Optimal Adaptive Control for Mechatronic Systems ISBN: 3319886630 ISBN-13(EAN): 9783319886633 Издательство: Springer Рейтинг: Цена: 25155.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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.
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.
Автор: Sabu M. Thampi; Sushmita Mitra; Jayanta Mukhopadhy Название: Intelligent Systems Technologies and Applications ISBN: 3319683845 ISBN-13(EAN): 9783319683843 Издательство: Springer Рейтинг: Цена: 27950.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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.
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.
Автор: Nada Lavra?; Elpida Keravnou-Papailiou; Blaz Zupan Название: Intelligent Data Analysis in Medicine and Pharmacology ISBN: 0792380002 ISBN-13(EAN): 9780792380009 Издательство: Springer Рейтинг: Цена: 29209.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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).
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 Рейтинг: 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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