Advances in Applied Self-Organizing Systems, Mikhail Prokopenko
Автор: Pablo A. Est?vez; Jos? C. Pr?ncipe; Pablo Zegers Название: Advances in Self-Organizing Maps ISBN: 3642352294 ISBN-13(EAN): 9783642352294 Издательство: Springer Рейтинг: Цена: 27950.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Many SOM applications have been developed in engineering and science, and other fields.This book contains refereed papers presented at the 9th Workshop on Self-Organizing Maps (WSOM 2012) held at the Universidad de Chile, Santiago, Chile, on December 12-14, 2012.
Автор: Mikhail Prokopenko Название: Advances in Applied Self-Organizing Systems ISBN: 1447158997 ISBN-13(EAN): 9781447158998 Издательство: Springer Рейтинг: Цена: 18167.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This volume demonstrates the practical relevance and applicability of self-organization. It includes case studies that examine applications of self-organization, identify causes for their successes, and propose guiding principles for future developments.
Автор: Thomas Villmann; Frank-Michael Schleif; Marika Kad Название: Advances in Self-Organizing Maps and Learning Vector Quantization ISBN: 3319076949 ISBN-13(EAN): 9783319076942 Издательство: Springer Рейтинг: Цена: 26122.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
How Many Dissimilarity/Kernel Self Organizing Map Variants Do We Need.- Dynamic formation of self-organizing maps.- MS-SOM: Magnitude Sensitive Self-Organizing Maps.- Bagged Kernel SOM.- Probability ridges and distortion flows: Visualizing multivariate time series using a variational Bayesian manifold learning method.- Short review of dimensionality reduction methods based on stochastic neighbour embedding.- Attention based Classification Learning in GLVQ and Asymmetric Classification Error Assessment.-Visualization and Classification of DNA sequences using Pareto learning Self Organizing Maps based on Frequency and Correlation Coefficient.- Probabilistic prototype classification using t-norms.- Rejection Strategies for Learning Vector Quantization - a Comparison of Probabilistic and Deterministic Approaches.- Comparison of spectrum cluster analysis with PCA and spherical SOM and related issues not amenable to PCA.- Exploiting the structures of the U-matrix.- Partial Mutual Information for Classification Analysis of Gene expression Data by Learning Vector Quantization.- Composition of Learning Patterns using Spherical Self-Organizing Maps in Image Analysis with Subspace Classifier.- Self-Organizing Map for the Prize-Collecting Traveling Salesman Problem.- A Survey of SOM-based Active Contour Models for Image Segmentation.- Biologically Plausible SOM Representation of the Orthographic Form of 50,000 French Words.- Prototype-based classifiers and their application in the life sciences.- Generative versus discriminative prototype based classification.- Some room for GLVQ: Semantic Labeling of occupancy grid maps.- Anomaly detection based on confidence intervals using SOM with an application to Health Monitoring.- RFSOM - Extending Self-Organizing feature Maps with adaptive metrics to combine spatial and textural features for body pose estimation.- Beyond Standard Metrics - On the Selection and Combination of Distance Metrics for an Improved.- Classification of Hyperspectral Data.- The Sky Is Not the Limit.- Development of Target Reaching Gesture Map in the Cortex and Its Relation to the Motor Map: A Simulation Study.- A Concurrent SOM-based Chan-Vese Model for Image Segmentation.- Text mining of life-philosophicl insights.- SOMbrero: an R Package for Numeric and Non-numeric Self-Organizing Maps.- K-Nearest Neighbor Nonnegative Matrix Factorization for Learning a Mixture of Local SOM Models.
Автор: Godfrey C Onwubolu Название: Hybrid Self-Organizing Modeling Systems ISBN: 3642015298 ISBN-13(EAN): 9783642015298 Издательство: Springer Рейтинг: Цена: 26122.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The Group Method of Data Handling (GMDH) is a typical inductive modeling method that is built on principles of self-organization for modeling complex systems. This book presents hybrids of some computational intelligence techniques and GMDH approach. It includes the description of GAME (Group Adaptive Models Evolution) algorithm.
Автор: Godfrey C Onwubolu Название: Hybrid Self-Organizing Modeling Systems ISBN: 3642101828 ISBN-13(EAN): 9783642101823 Издательство: Springer Рейтинг: Цена: 23508.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The Group Method of Data Handling (GMDH) is a typical inductive modeling method that is built on principles of self-organization for modeling complex systems. This book clearly presents hybrids of some computational intelligence techniques and GMDH approach.
Описание: This book examines the evolvability and robustness of an evolutionary GRN paradigm, in simple differentiated multicellularity and in evolving artificial `organisms` which grow and express an ontogeny from a single cell to a changing neighborhood of cells.
Автор: Thrasyvoulos Spyropoulos; Karin Anna Hummel Название: Self-Organizing Systems ISBN: 3642108644 ISBN-13(EAN): 9783642108648 Издательство: Springer Рейтинг: Цена: 9776.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book constitutes the refereed proceedings of the 4th International Workshop on Self-Organizing Systems, IWSOS 2009, held in Zurich, Switzerland, in December 2009. The 14 revised full papers and 13 revised short papers presented were carefully selected from the 34 full and 27 short paper submissions.
Автор: Falko Dressler; Iacopo Carreras Название: Advances in Biologically Inspired Information Systems ISBN: 3642091768 ISBN-13(EAN): 9783642091766 Издательство: Springer Рейтинг: Цена: 30606.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Technology is taking us to a world where myriads of networked devices interact with the physical world in multiple ways and at multiple scales. According to the broad spectrum addressed by the different chapters, a rich variety of biological principles and their application to ICT systems are presented.
Автор: Zbigniew W. Ras; William Ribarsky Название: Advances in Information and Intelligent Systems ISBN: 364226087X ISBN-13(EAN): 9783642260872 Издательство: Springer Рейтинг: Цена: 27251.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Recent advances in complex systems, knowledge management, knowledge discovery, and visualization are presented in this review of intelligent systems. The methods and tools described are efficiently applicable to various types of data analysis issues.
Автор: Zbigniew W. Ras; William Ribarsky Название: Advances in Information and Intelligent Systems ISBN: 364204140X ISBN-13(EAN): 9783642041402 Издательство: Springer Рейтинг: Цена: 27251.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Recent advances in complex systems, knowledge management, knowledge discovery, and visualization are presented in this review of intelligent systems. The methods and tools described are efficiently applicable to various types of data analysis issues.
Автор: Yves Demazeau; Frank Dignum; Juan Manuel Corchado Название: Advances in Practical Applications of Agents and Multiagent Systems ISBN: 364212383X ISBN-13(EAN): 9783642123832 Издательство: Springer Рейтинг: Цена: 34799.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: PAAMS, the International Conference on Practical Applications of Agents and Multi-Agent Systems is an international yearly stage to present, to discuss, and to disseminate the latest advances and the most important outcomes related to real-world applications. This volume presents the papers that have been accepted for the 2010 edition.
Автор: Quan Bai; Naoki Fukuta Название: Advances in Practical Multi-Agent Systems ISBN: 3642265529 ISBN-13(EAN): 9783642265525 Издательство: Springer Рейтинг: Цена: 30606.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This state-of-the-art book covers the use of technology to assist collaboration among humans and software mechanisms, agent-based simulation in finance, economics and social science; environmental monitoring and disaster management.
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