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and application, Support Vector Machines and Their Application in Chemistry and Biotechnology provides a thorough description of the mechanism;
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and application, Support Vector Machines and Their Application in Chemistry and Biotechnology provides a thorough description of the mechanism;
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Regression with support vector machines Novelty detection Complemented with hands-on exercises, algorithm descriptions, and data sets, Knowledge;
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This book presents topical research in the study of support vector machines. Topics discussed include the support vector machine in medical;
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explained. After that an introduction in classification tasks, machine learning and support vector machines will be given and the so called Motif;
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Regularization, Optimization, Kernels, and Support Vector Machines offers a snapshot of the current state of the art of large-scale machine;
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, Optimization, Kernels, and Support Vector Machines is ideal for researchers in machine learning, pattern recognition, data mining, signal processing;
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In recent years, the support vector machine (SVM), a new data processing method, has been applied to many fields of chemistry and chemical;
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data description classifier. Basically, wedeveloped a unique class of model using six differentclasses of subjects, predicting elderly;
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The description for this book, Lectures on Vector Bundles over Riemann Surfaces. (MN-6), will be forthcoming.;
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from multiple types of input data. Table of Contents: Support Vector Machines for Classification / Kernel-based Models / Learning with;
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support, vector networks analysis, lidar data processing and new graphical user interfaces. All chapters were updated with numerous practical;
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support, vector networks analysis, lidar data processing and new graphical user interfaces. All chapters were updated with numerous practical;
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Inference System, Support Vector Machine, Least Square Support Vector Machine, Relevance Vector Machine, Multivariate Adaptive Regression Spline;
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Support Vectors Machines have become a well established tool within machine learning. They work well in practice and have now been used;
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This book provides a systematic and focused study of the various aspects of twin support vector machines (TWSVM) and related developments;
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This book provides a systematic and focused study of the various aspects of twin support vector machines (TWSVM) and related developments;
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This book reviews the basics of Support Vector Machines (SVM), their evolution and applications in diverse fields. SVM is an efficient;
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Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions presents an accessible treatment of the two main components;
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This book gives a detailed investigation of a supervised image segmentation task using Support Vector Machine (SVM). Support vector machine;
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change on vector distributions, and availability and importance of accurate epidemiologically relevant spatial data Describes modelling and;
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change on vector distributions, and availability and importance of accurate epidemiologically relevant spatial data Describes modelling and;
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of support vector machine and decision tree has been designed. This model also combines the genotype and phenotype information to increase the;
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application Covers classification methods, from neural networks to Bayesian and support vector machines Proposes fuzzy logic to explain the;
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with real-life application Covers classification methods, from neural networks to Bayesian and support vector machines Proposes;
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chapters on Artificial Intelligence, Decision Support Systems, Machine Learning, Data Mining and Support Vector Machines, chiefly with regard to;
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