Advances in Self-Organizing Maps (Record no. 93025)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 06048nam a22006255i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-642-02397-2 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240730185918.0 |
| 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 | 100301s2009 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783642023972 |
| -- | 978-3-642-02397-2 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-3-642-02397-2 |
| Source of number or code | doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA76.9.D343 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UNF |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQE |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM021030 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UNF |
| Source | thema |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQE |
| Source | thema |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.312 |
| Edition number | 23 |
| 245 10 - TITLE STATEMENT | |
| Title | Advances in Self-Organizing Maps |
| Medium | [electronic resource] : |
| Remainder of title | 7th International Workshop, WSOM 2009, St. Augustine, Florida, June 8-10, 2009. Proceedings / |
| Statement of responsibility, etc. | edited by J.C. Principe, Risto Miikkulainen. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2009. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Berlin, Heidelberg : |
| Name of producer, publisher, distributor, manufacturer | Springer Berlin Heidelberg : |
| -- | Imprint: Springer, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2009. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | X, 374 p. |
| Other physical details | online resource. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 347 ## - DIGITAL FILE CHARACTERISTICS | |
| File type | text file |
| Encoding format | |
| Source | rda |
| 490 1# - SERIES STATEMENT | |
| Series statement | Theoretical Computer Science and General Issues, |
| International Standard Serial Number | 2512-2029 ; |
| Volume/sequential designation | 5629 |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Batch-Learning Self-Organizing Map for Predicting Functions of Poorly-Characterized Proteins Massively Accumulated -- Incremental Unsupervised Time Series Analysis Using Merge Growing Neural Gas -- Clustering Hierarchical Data Using Self-Organizing Map: A Graph-Theoretical Approach -- Time Series Clustering for Anomaly Detection Using Competitive Neural Networks -- Fault Prediction in Aircraft Engines Using Self-Organizing Maps -- Incremental Figure-Ground Segmentation Using Localized Adaptive Metrics in LVQ -- Application of Supervised Pareto Learning Self Organizing Maps and Its Incremental Learning -- Gamma SOM for Temporal Sequence Processing -- Fuzzy Variant of Affinity Propagation in Comparison to Median Fuzzy c-Means -- Clustering with Swarm Algorithms Compared to Emergent SOM -- Cartograms, Self-Organizing Maps, and Magnification Control -- Concept Mining with Self-Organizing Maps for the Semantic Web -- ViSOM for Dimensionality Reduction in Face Recognition -- Early Recognition of Gesture Patterns Using Sparse Code of Self-Organizing Map -- Bag-of-Features Codebook Generation by Self-Organisation -- On the Quantization Error in SOM vs. VQ: A Critical and Systematic Study -- Approaching the Time Dependent Cocktail Party Problem with Online Sparse Coding Neural Gas -- Career-Path Analysis Using Optimal Matching and Self-Organizing Maps -- Network-Structured Particle Swarm Optimizer with Various Topology and Its Behaviors -- Representing Semantic Graphs in a Self-Organizing Map -- Analytic Comparison of Self-Organising Maps -- Modeling the Bilingual Lexicon of an Individual Subject -- Self-Organizing Maps with Non-cooperative Strategies (SOM-NC) -- Analysis of Parliamentary Election Results and Socio-Economic Situation Using Self-Organizing Map -- Line Image Classification by NG×SOM:Application to Handwritten Character Recognition -- Self-Organization of Tactile Receptive Fields: Exploring Their Textural Origin and Their Representational Properties -- Visualization by Linear Projections as Information Retrieval -- Analyzing Domestic Violence with Topographic Maps: A Comparative Study -- On the Finding Process of Volcano-Domain Ontology Components Using Self-Organizing Maps -- Elimination of Useless Neurons in Incremental Learnable Self-Organizing Map -- Hierarchical PCA Using Tree-SOM for the Identification of Bacteria -- Optimal Combination of SOM Search in Best-Matching Units and Map Neighborhood -- Sparse Linear Combination of SOMs for Data Imputation: Application to Financial Database -- Towards Semi-supervised Manifold Learning: UKR with Structural Hints -- Construction of a General Physical Condition Judgment System Using Acceleration Plethysmogram Pulse-Wave Analysis -- Top-Down Control of Learning in Biological Self-Organizing Maps -- Functional Principal Component Learning Using Oja's Method and Sobolev Norms -- A Computational Framework for Nonlinear Dimensionality Reduction and Clustering -- The Exploration Machine - A Novel Method for Data Visualization -- Generalized Self-Organizing Mixture Autoregressive Model -- An SOM-Hybrid Supervised Model for the Prediction of Underlying Physical Parameters from Near-Infrared Planetary Spectra. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This book constitutes the refereed proceedings of the 7th International Workshop on Advances in Self-Organizing Maps, WSOM 2009, held in St. Augustine, Florida, in June 2009. The 41 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers deal with topics in the use of SOM in many areas of social sciences, economics, computational biology, engineering, time series analysis, data visualization and theoretical computer science. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data mining. |
| 9 (RLIN) | 3907 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Artificial intelligence. |
| 9 (RLIN) | 3407 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Software engineering. |
| 9 (RLIN) | 4138 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Algorithms. |
| 9 (RLIN) | 3390 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computer simulation. |
| 9 (RLIN) | 5106 |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data Mining and Knowledge Discovery. |
| 9 (RLIN) | 140836 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Artificial Intelligence. |
| 9 (RLIN) | 3407 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Software Engineering. |
| 9 (RLIN) | 4138 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Algorithms. |
| 9 (RLIN) | 3390 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computer Modelling. |
| 9 (RLIN) | 140837 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Principe, J.C. |
| Relator term | editor. |
| Relationship | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 140838 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Miikkulainen, Risto. |
| Relator term | editor. |
| Relationship | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 140839 |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 9 (RLIN) | 140840 |
| 773 0# - HOST ITEM ENTRY | |
| Title | Springer Nature eBook |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9783642023965 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9783642023989 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Theoretical Computer Science and General Issues, |
| International Standard Serial Number | 2512-2029 ; |
| Volume/sequential designation | 5629 |
| 9 (RLIN) | 140841 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1007/978-3-642-02397-2">https://doi.org/10.1007/978-3-642-02397-2</a> |
| 912 ## - | |
| -- | ZDB-2-SCS |
| 912 ## - | |
| -- | ZDB-2-SXCS |
| 912 ## - | |
| -- | ZDB-2-LNC |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks-Lecture Notes in CS |
No items available.