Supervised Unsupervised Pattern Recognition (19 results)
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Published by CRC Press 1999
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Published by CRC Press 1999-12-28 1999
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Published by CRC Press 1999
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Language: English
Published by Taylor & Francis Group 1999
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Published by CRC Press 1999
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Published by Taylor & Francis Group 1999
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Published by CRC Press 1999
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - High Quality Content by WIKIPEDIA articles! Pattern recognition is 'the act of taking in raw data and taking an action based on the category of the pattern'. Most research in pattern recognition is about methods for supervised learning a…nd unsupervised learning. Pattern recognition aims to classify data (patterns) based either on a priori knowledge or on statistical information extracted from the patterns. The patterns to be classified are usually groups of measurements or observations, defining points in an appropriate multidimensional space. This is in contrast to pattern matching, where the pattern is rigidly specified. A complete pattern recognition system consists of a sensor that gathers the observations to be classified or described, a feature extraction mechanism that computes numeric or symbolic information from the observations, and a classification or description scheme that does the actual job of classifying or describing observations, relying on the extracted features.
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Taschenbuch. Condition: Neu. Pattern Recognition | Supervised Learning, Unsupervised Learning, Space (mathematics), Pattern Matching, Feature Extraction, Training Set | Lambert M. Surhone (u. a.) | Taschenbuch | Englisch | 2026 | OmniScriptum | EAN 9786130492106 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengeric…her Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu Print on Demand.
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Published by Taylor & Francis Group 1999
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Published by CRC Press 1999
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Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Evangelia Miche TzanakouThere are many books on neural networks, some of which cover computational intelligence, but none that incorporate both feature extraction and computational intelligence, as Supervise…d and Unsupervised Pattern Recognition .
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Published by CRC Press 1999
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Language: English
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Buch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - There are many books on neural networks, some of which cover computational intelligence, but none that incorporate both feature extraction and computational intelligence, as Supervised and Unsupervised Pattern Recognition does. This volume desc…ribes the application of a novel, unsupervised pattern recognition scheme to the classification of various types of waveforms and images. This substantial collection of recent research begins with an introduction to Neural Networks, classifiers, and feature extraction methods. It then addresses unsupervised and fuzzy neural networks and their applications to handwritten character recognition and recognition of normal and abnormal visual evoked potentials. The third section deals with advanced neural network architectures-including modular design-and their applications to medicine and three-dimensional NN architecture simulating brain functions. The final section discusses general applications and simulations, such as the establishment of a brain-computer link, speaker identification, and face recognition.In the quickly changing field of computational intelligence, every discovery is significant. Supervised and Unsupervised Pattern Recognition gives you access to many notable findings in one convenient volume.
