Machine Learning and Data Mining in Pattern Recognition (Record no. 187937)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 05346nam a22006135i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-540-44596-8 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240423132444.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 121227s2001 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783540445968 |
| -- | 978-3-540-44596-8 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/3-540-44596-X |
| Source of number or code | doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | Q337.5 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | TK7882.P3 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQP |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM016000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQP |
| Source | thema |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.4 |
| Edition number | 23 |
| 245 10 - TITLE STATEMENT | |
| Title | Machine Learning and Data Mining in Pattern Recognition |
| Medium | [electronic resource] : |
| Remainder of title | Second International Workshop, MLDM 2001, Leipzig, Germany, July 25-27, 2001. Proceedings / |
| Statement of responsibility, etc | edited by Petra Perner. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2001. |
| 264 #1 - | |
| -- | Berlin, Heidelberg : |
| -- | Springer Berlin Heidelberg : |
| -- | Imprint: Springer, |
| -- | 2001. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 363 p. |
| Other physical details | online resource. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 490 1# - SERIES STATEMENT | |
| Series statement | Lecture Notes in Artificial Intelligence, |
| International Standard Serial Number | 2945-9141 ; |
| Volume number/sequential designation | 2123 |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Invited Paper -- Technology of Text Mining -- Evaluation of Clinical Relevance of Clinical Laboratory Investigations by Data Mining -- Case-Based Reasoning and Associative Memory -- Temporal Abstractions and Case-Based Reasoning for Medical Course Data: Two Prognostic Applications -- Are Case-Based Reasoning and Dissimilarity-Based Classification Two Sides of the Same Coin? -- FAM-Based Fuzzy Inference for Detecting Shot Transitions -- Rule Induction and Grammars -- Rule-Based Ensemble Solutions for Regression -- Learning XML Grammars -- First-Order Rule Induction for the Recognition of Morphological Patterns in Topographic Maps -- Clustering and Conceptual Clustering -- Concepts Learning with Fuzzy Clustering and Relevance Feedback -- LC: A Conceptual Clustering Algorithm -- Data Mining on Signal, Images, Text and Temporal-Spatial Data -- Data Mining Approach Based on Information-Statistical Analysis: Application to Temporal-Spatial Data -- A Hybrid Tool for Data Mining in Picture Archiving System -- Feature Selection for a Real-World Learning Task -- Automatic Identification of Diatoms Using Decision Forests -- Validation of Text Clustering Based on Document Contents -- Nonlinear Function Learning and Neural Net Based Learning -- Statistical and Neural Approaches for Estimating Parameters of a Speckle Model Based on the Nakagami Distribution -- How to Automate Neural Net Based Learning -- Nonlinear Function Learning and Classification Using Optimal Radial Basis Function Networks -- Learning for Handwriting Recognition -- Local Learning Framework for Recognition of Lowercase Handwritten Characters -- Mirror Image Learning for Handwritten Numeral Recognition -- Statistical and Evolutionary Learning -- Face Detection by Aggregated Bayesian Network Classifiers -- Towards Self-Exploring DiscriminatingFeatures -- PCA-Based Model Selection and Fitting for Linear Manifolds -- Statistics of Flow Vectors and Its Application to the Voting Method for the Detection of Flow Fields -- On the Use of Pairwise Comparison of Hypotheses in Evolutionary Learning Applied to Learning from Visual Examples -- Featureless Pattern Recognition in an Imaginary Hilbert Space and Its Application to Protein Fold Classification -- Content-Based Image Retrieval -- Adaptive Query Shifting for Content-Based Image Retrieval -- Content-Based Similarity Assessment in Multi-segmented Medical Image Data Bases. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | This book constitutes the refereed proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition, MLDM 2001, held in Leipzig, Germany in July 2001. The 26 revised full papers presented together with two invited papers were carefully reviewed and selected for inclusion in the proceedings. The papers are organized in topical sections on case-based reasoning and associative memory; rule induction and grammars; clustering and conceptual clustering; data mining on signals, images, and spatio-temporal data; nonlinear function learning and neural net based learning; learning for handwriting recognition; statistical and evolutionary learning; and content-based image retrieval. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Pattern recognition systems. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer vision. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Artificial intelligence. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine theory. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Information storage and retrieval systems. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Automated Pattern Recognition. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer Vision. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Artificial Intelligence. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Formal Languages and Automata Theory. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Information Storage and Retrieval. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Perner, Petra. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY | |
| Title | Springer Nature eBook |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Printed edition: |
| International Standard Book Number | 9783540423591 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Printed edition: |
| International Standard Book Number | 9783662205037 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Lecture Notes in Artificial Intelligence, |
| -- | 2945-9141 ; |
| Volume number/sequential designation | 2123 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1007/3-540-44596-X">https://doi.org/10.1007/3-540-44596-X</a> |
| 912 ## - | |
| -- | ZDB-2-SCS |
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| -- | ZDB-2-LNC |
| 912 ## - | |
| -- | ZDB-2-BAE |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks-CSE-Springer |
No items available.