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Pattern Recognition and Machine Learning for Self-Study I

Kenichiro Ishii, Naonori Ueda, Eisaku Maeda, Hiroshi Murase
Springer Singapore
74.89 € · Hardcover

Bayes decision rule minimum squared error learning support vector machine kernel function convolutional neural network potential function subspace method primal and dual representations of perceptrons generalized linear discriminant function deep learning nearest neighbor rule Phi function decision boundary parametric and nonparametric learning margin

This book explains the basic principles of pattern recognition (PR) and machine learning (ML) in an easy-to-understand manner for beginners who are trying to learn these principles on their own. Readers with a basic knowledge of linear algebra and probability theory will find it easy to follow. Many...

Pattern Recognition and Machine Learning for Self-Study I

Kenichiro Ishii, Naonori Ueda, Eisaku Maeda, Hiroshi Murase
Springer Singapore
74.89 € · eBook

Bayes decision rule minimum squared error learning support vector machine kernel function convolutional neural network potential function subspace method primal and dual representations of perceptrons generalized linear discriminant function deep learning nearest neighbor rule Phi function decision boundary parametric and nonparametric learning margin

This book explains the basic principles of pattern recognition (PR) and machine learning (ML) in an easy-to-understand manner for beginners who are trying to learn these principles on their own. Readers with a basic knowledge of linear algebra and probability theory will find it easy to follow. Many...

Transactions on Computational Collective Intelligence XXV

Springer Berlin
53.49 € · eBook

business process modeling decision support systems knowledge management recommendation smart cities case based reasoning classification computational intelligence controlled natural language design patterns fuzzy logic ontologies pattern recognition process modeling prototype reduction schemes

These transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as the semantic Web, social networks, and multi-agent systems. TCCI strives to cover new methodological, theoretical and practical aspect...

Transactions on Computational Collective Intelligence XXVII

Springer International Publishing
53.49 € · eBook

business process modeling decision support systems knowledge management recommendation smart cities case based reasoning case based reasoning classification computational intelligence controlled natural language design patterns fuzzy logic ontologies pattern recognition process modeling

These transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as the semantic Web, social networks, and multi-agent systems. TCCI strives to cover new methodological, theoretical and practical aspect...

Image Analysis and Recognition

Springer International Publishing
53.49 € · Paperback

adaptive classification automated image processing biomedical imaging classification clustering deep learning human-computer-interaction multi-biometrics object recognition optimization pattern recognition prototype learning robot vision stereo vision supervised learning

The two volumes LNCS 8814 and 8815 constitute the thoroughly refereed proceedings of the 11th International Conference on Image Analysis and Recognition, ICIAR 2014, held in Vilamoura, Portugal, in October 2014. The 107 revised full papers presented were carefully reviewed and selected from 177 subm...

Image Analysis and Recognition

Springer International Publishing
53.49 € · eBook

adaptive classification automated image processing biomedical imaging classification clustering deep learning human-computer-interaction multi-biometrics object recognition optimization pattern recognition prototype learning robot vision stereo vision supervised learning

The two volumes LNCS 8814 and 8815 constitute the thoroughly refereed proceedings of the 11th International Conference on Image Analysis and Recognition, ICIAR 2014, held in Vilamoura, Portugal, in October 2014. The 107 revised full papers presented were carefully reviewed and selected from 177 subm...

Transactions on Computational Collective Intelligence XXVII

Springer International Publishing
53.49 € · Paperback

business process modeling decision support systems knowledge management recommendation smart cities case based reasoning case based reasoning classification computational intelligence controlled natural language design patterns fuzzy logic ontologies pattern recognition process modeling

These transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as the semantic Web, social networks, and multi-agent systems. TCCI strives to cover new methodological, theoretical and practical aspect...

Transactions on Computational Collective Intelligence XXV

Springer Berlin
53.49 € · Paperback

business process modeling decision support systems knowledge management recommendation smart cities case based reasoning classification computational intelligence controlled natural language design patterns fuzzy logic ontologies pattern recognition process modeling prototype reduction schemes

These transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as the semantic Web, social networks, and multi-agent systems. TCCI strives to cover new methodological, theoretical and practical aspect...

Java Design Patterns

Vaskaran Sarcar
APRESS
66.99 € · eBook

Design Patterns Java Structural Pattern Behavioural Pattern Observer Pattern Composite Pattern Singleton Pattern Factory Pattern Prototype Pattern Builder Pattern Proxy Pattern Adapter Pattern

Use the step-by-step approach of this book to learn and implement design patterns in real-world applications. It focuses on classical design patterns with Java 17 and Eclipse (2021-09). In addition to Gang of Four (GoF) design patterns, the book covers popular and alternative design patterns and inc...

Java Design Patterns

Vaskaran Sarcar
APRESS
69.54 € · Paperback

Design Patterns Java Structural Pattern Behavioural Pattern Observer Pattern Composite Pattern Singleton Pattern Factory Pattern Prototype Pattern Builder Pattern Proxy Pattern Adapter Pattern

Use the step-by-step approach of this book to learn and implement design patterns in real-world applications. It focuses on classical design patterns with Java 17 and Eclipse (2021-09). In addition to Gang of Four (GoF) design patterns, the book covers popular and alternative design patterns and inc...

Image Analysis and Recognition

Springer International Publishing
53.49 € · eBook

adaptive classification automated image processing biomedical imaging classification clustering deep learning human-computer-interaction multi-biometrics object recognition optimization pattern recognition prototype learning robot vision stereo vision supervised learning

The two volumes LNCS 8814 and 8815 constitute the thoroughly refereed proceedings of the 11th International Conference on Image Analysis and Recognition, ICIAR 2014, held in Vilamoura, Portugal, in October 2014. The 107 revised full papers presented were carefully reviewed and selected from 177 subm...

Image Analysis and Recognition

Springer International Publishing
53.49 € · Paperback

adaptive classification automated image processing biomedical imaging classification clustering deep learning human-computer-interaction multi-biometrics object recognition optimization pattern recognition prototype learning robot vision stereo vision supervised learning

The two volumes LNCS 8814 and 8815 constitute the thoroughly refereed proceedings of the 11th International Conference on Image Analysis and Recognition, ICIAR 2014, held in Vilamoura, Portugal, in October 2014. The 107 revised full papers presented were carefully reviewed and selected from 177 subm...

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