MARC details
| 000 -LEADER |
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| fixed length control field |
02682nam a22003617a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
KnowledgeUnlatched |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20210303104719.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
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| fixed length control field |
m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr u|||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
210129p20162021xx o u00| u eng d |
| 037 ## - SOURCE OF ACQUISITION |
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| Institution to which field applies |
BiblioBoard |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783110481068 |
| 024 8# - OTHER STANDARD IDENTIFIER |
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| Standard number or code |
https://doi.org/10.1515/9783110481068 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) |
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| OCLC library identifier |
https://library.biblioboard.com/ext/api/media/a80371dd-766f-4802-9ff9-c024f7263329/assets/thumbnail.jpg |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
ScCtBLL |
| Transcribing agency |
ScCtBLL |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Gainanov, Damir |
| Relator term |
author. |
| 245 00 - TITLE STATEMENT |
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| Title |
Graphs for Pattern Recognition |
| Remainder of title |
Infeasible Systems of Linear Inequalities / |
| Statement of responsibility, etc. |
Damir Gainanov. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
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| Name of producer, publisher, distributor, manufacturer |
De Gruyter, |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
1 online resource (1 p.) |
| 506 0# - RESTRICTIONS ON ACCESS NOTE |
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| Terms governing access |
Access copy available to the general public. |
| Standardized terminology for access restriction |
Unrestricted |
| Source of term |
star |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc. |
This monograph deals with mathematical constructions that are foundational in such an important area of data mining as pattern recognition. By using combinatorial and graph theoretic techniques, a closer look is taken at infeasible systems of linear inequalities, whose generalized solutions act as building blocks of geometric decision rules for pattern recognition. Infeasible systems of linear inequalities prove to be a key object in pattern recognition problems described in geometric terms thanks to the committee method. Such infeasible systems of inequalities represent an important special subclass of infeasible systems of constraints with a monotonicity property - systems whose multi-indices of feasible subsystems form abstract simplicial complexes (independence systems), which are fundamental objects of combinatorial topology. The methods of data mining and machine learning discussed in this monograph form the foundation of technologies like big data and deep learning, which play a growing role in many areas of human-technology interaction and help to find solutions, better solutions and excellent solutions. |
| 588 0# - SOURCE OF DESCRIPTION NOTE |
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| Source of description note |
Description based on print version record. |
| 590 ## - LOCAL NOTE (RLIN) |
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| Local note |
KU Select 2019: STEM Backlist Books |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Technology & Engineering / Agriculture |
| Source of heading or term |
bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Computers / Artificial Intelligence / Computer Vision & Pattern Recognition |
| Source of heading or term |
bisacsh |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Computers |
| 655 #0 - INDEX TERM--GENRE/FORM |
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| Genre/form data or focus term |
Electronic books. |
| 758 ## - |
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| -- |
Is found in: |
| -- |
Knowledge Unlatched |
| -- |
https://openresearchlibrary.org/module/2774bc74-146a-484f-a7ba-ab1d6a09bbfb |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
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| Uniform Resource Identifier |
<a href="https://openresearchlibrary.org/content/a80371dd-766f-4802-9ff9-c024f7263329">https://openresearchlibrary.org/content/a80371dd-766f-4802-9ff9-c024f7263329</a> |
| Public note |
View this content on Open Research Library. |
| -- |
0 |
