Classification – Bücher zum Thema Classification finden und kaufen

Sanghamitra Bandyopadhyay, Sriparna Saha
Springer Berlin
53.45 € · Hardcover

Bioinformatics Brain imaging Clustering Data mining Facial recognition Imaging Metaheuristics Multiobjective optimization Optimization Similarity Symmetry

Clustering is an important unsupervised classification technique where data points are grouped such that points that are similar in some sense belong to the same cluster. Cluster analysis is a complex problem as a variety of similarity and dissimilarity measures exist in the literature.This is the f...

Pattern Classification

Jürgen Schürmann
John Wiley & Sons
169 € · Hardcover

Electrical & Electronics Engineering Elektrotechnik u. Elektronik Mustererkennung Neuronales Netz Pattern Analysis

PATTERN CLASSIFICATION a unified view of statistical and neural approaches The product of years of research and practical experience in pattern classification, this book offers a theory-based engineering perspective on neural networks and statistical pattern classification. Pattern Classification ...

Multilabel Classification

Francisco Herrera, Francisco Charte, Antonio J. Rivera, María J. del Jesus
Springer International Publishing
106.99 € · Hardcover

Data mining Machine learning Classification Multi-label data Text categorization Preprocessing Dataset characterization Learning from imbalanced data Dimensionality reduction Feature selection Data mining software

This book offers a comprehensive review of multilabel techniques widely used to classify and label texts, pictures, videos and music in the Internet. A deep review of the specialized literature on the field includes the available software needed to work with this kind of data. It provides the user w...

Pattern Classification

Shigeo Abe
Springer London
106.99 € · Hardcover

Fuzzy Fuzzy function approximation Pattern classification Performance Support Vector Machine algorithms architecture artificial intelligence classification function approximation fuzzy classifiers fuzzy system learning multilayer neural networks complexity

Neural networks have a learning capability but analysis of a trained network is difficult. On the other hand, extraction of fuzzy rules is difficult but once they have been extracted, it is relatively easy to analyze the fuzzy system. This book solves the above problems by developing new learning pa...

Pattern Classification

Richard O. Duda, Peter E. Hart, David G. Stork
John Wiley & Sons
189 € · Hardcover

Electrical & Electronics Engineering Elektrotechnik u. Elektronik Informatik, EDV / Informatik Klassifikation Mustererkennung Pattern Analysis Signal Processing Signalverarbeitung

The first edition, published in 1973, has become a classic reference in the field. Now with the second edition, readers will find information on key new topics such as neural networks and statistical pattern recognition, the theory of machine learning, and the theory of invariances. Also included ar...

Pattern Classification

Richard O Duda, Peter E Hart, David G Stork
John Wiley & Sons
22.9 € · 00

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Pattern Classification

Shigeo Abe
Springer London
96.29 € · eBook

Fuzzy Fuzzy function approximation Pattern classification Performance Support Vector Machine algorithms architecture artificial intelligence classification function approximation fuzzy classifiers fuzzy system learning multilayer neural networks complexity

Neural networks have a learning capability but analysis of a trained network is difficult. On the other hand, extraction of fuzzy rules is difficult but once they have been extracted, it is relatively easy to analyze the fuzzy system. This book solves the above problems by developing new learning pa...

Multilabel Classification

Francisco Herrera, Francisco Charte, Antonio J. Rivera, María J. del Jesus
Springer International Publishing
96.29 € · eBook

Data mining Machine learning Classification Multi-label data Text categorization Preprocessing Dataset characterization Learning from imbalanced data Dimensionality reduction Feature selection Data mining software

This book offers a comprehensive review of multilabel techniques widely used to classify and label texts, pictures, videos and music in the Internet. A deep review of the specialized literature on the field includes the available software needed to work with this kind of data. It provides the user w...