Screen LibrarySyntactic pattern recognition /
"This unique compendium presents the major methods of recognition and learning used in syntactic pattern recognition from the 1960s till 2018. Each method is introduced firstly in a formal way. Then, it is explained with the help of examples and its algorithms are described in a pseudocode. The...
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| Main Authors: | |
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| Published: |
World Scientific Publishing Co. Pte. Ltd.,
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| Publisher Address: | Singapore : |
| Publication Dates: | [2019] |
| Literature type: | Book |
| Language: | English |
| Series: |
Series in computer vision,
6 |
| Subjects: | |
| Summary: |
"This unique compendium presents the major methods of recognition and learning used in syntactic pattern recognition from the 1960s till 2018. Each method is introduced firstly in a formal way. Then, it is explained with the help of examples and its algorithms are described in a pseudocode. The survey of the applications contains more than 1,000 sources published since the 1960s. The open problems in the field, the challenges and the determinants of the future development of syntactic pattern recognition are discussed." -- back cover. |
| Carrier Form: | xv, 386 pages : illustrations ; 25 cm. |
| Bibliography: | Includes bibliographical references (pages 331-382) and index. |
| ISBN: |
9789813278462 9813278463 |
| Index Number: | TK7882 |
| CLC: | TP391.4 |
| Call Number: | TP391.4/F585 |
| Contents: | INTRODUCTORY ISSUES. Paradigmatic considerations on syntactic pattern recognition -- Methodology of syntactic pattern recognition ; STRING-BASED MODELS. Pattern recognition based on regular and CF grammars -- Enhanced string-based models for pattern recognition -- Inference (induction) of string languages -- Applications of string methods ; TREE-BASED MODELS. Pattern recognition based on tree languages -- Inference (induction) of tree languages -- Applications of tree methods ; GRAPH-BASED MODELS. Pattern analysis with graph grammars -- Inference (induction) of graph languages -- Application |