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Buch Cover Learning with Support Vector Machines

Snehashish Chakraverty, Bhubaneswari Mishra
Springer International Publishing
42.79 € · Hardcover

Support Vector Machine Applications Kernel-based Machine Learning Physics-Informed LS-SVM Mathematical Modeling with SVM Scientific Computing with Machine Learning Fractional Orthogonal Kernel Classifiers Least Squares Support Vector Machines Kernel Methods

This book focuses on Support Vector Machine (SVM), Least Square SVM (LS-SVM), and Physics-Informed LS-SVM (PILSSVM) and bridges the gap among mathematical theory, physical modeling, and practical machine learning. The authors focus on method-driven, kernel-based learning to solve ordinary differenti...

Visual Data Mining

Springer Berlin
85.59 € · eBook

SVM classifiers association rules mining clusterin context visualizations data mining decision trees density surfaces multiple views pattern mining text visualizations visual analytics visual exploration visual hierarchical heavy hitters visual interpretation visualization

The importance of visual data mining, as a strong sub-discipline of data mining, had already been recognized in the beginning of the decade. In 2005 a panel of renowned individuals met to address the shortcomings and drawbacks of the current state of visual information processing. The need for a sys...

Efficient Multi-Class Object Detection

Philipp Zehnder
Hartung-Gorre
64 € · Paperback

AdaBoost Cascade of Classifiers Feature Sharing Haar Features Machine Learning Multi-Class Object Detection SVM

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Recent Trends in Image Processing and Pattern Recognition

Springer Singapore
98.43 € · Paperback

artificial intelligence biometrics classification clustering algorithms data security face recognition facial images image processing image reconstruction image segmentation imaging systems medical images neural networks support vector Support Vector Machines (SVM)

This three-book set constitutes the refereed proceedings of the Second International Conference on Recent Trends in Image Processing and Pattern Recognition (RTIP2R) 2018, held in Solapur, India, in December 2018.The 173 revised full papers presented were carefully reviewed and selected from 374 sub...

Recent Trends in Image Processing and Pattern Recognition

Springer Singapore
96.29 € · eBook

artificial intelligence biometrics classification clustering algorithms data security face recognition facial images image processing image reconstruction image segmentation imaging systems medical images neural networks support vector Support Vector Machines (SVM)

This three-book set constitutes the refereed proceedings of the Second International Conference on Recent Trends in Image Processing and Pattern Recognition (RTIP2R) 2018, held in Solapur, India, in December 2018.The 173 revised full papers presented were carefully reviewed and selected from 374 sub...

Neural Information Processing

Springer International Publishing
106.99 € · Paperback

Adaptive dynamic programming Artificial intelligence Biologically inspired computing Brain-computer interface Computational intelligence Artificial Intelligence machine learning learning algorithms neural networks Support Vector Machines (SVM data mining signal processing reinforcement learning genetic algorithms clustering algorithms

The six volume set LNCS 10634, LNCS 10635, LNCS 10636, LNCS 10637, LNCS 10638, and LNCS 10639 constitues the proceedings of the 24rd International Conference on Neural Information Processing, ICONIP 2017, held in Guangzhou, China, in November 2017. The 563  full papers presented were carefully ...

Neural Information Processing

Springer International Publishing
96.29 € · eBook

Adaptive dynamic programming Artificial intelligence Biologically inspired computing Brain-computer interface Computational intelligence Artificial Intelligence machine learning learning algorithms neural networks Support Vector Machines (SVM data mining signal processing reinforcement learning genetic algorithms clustering algorithms

The six volume set LNCS 10634, LNCS 10635, LNCS 10636, LNCS 10637, LNCS 10638, and LNCS 10639 constitues the proceedings of the 24rd International Conference on Neural Information Processing, ICONIP 2017, held in Guangzhou, China, in November 2017. The 563  full papers presented were carefully ...

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