Graphs for Pattern Recognition : Infeasible Systems of Linear Inequalities (Record no. 37145)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02497naaaa2200337uu 4500 |
| 001 - CONTROL NUMBER | |
| control field | https://directory.doabooks.org/handle/20.500.12854/30837 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220219190121.0 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | /doi.org/10.1515/9783110481068 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | https://doi.org/10.1515/9783110481068 |
| Terms of availability | doi |
| 041 0# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | English |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | dc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQV |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | TV |
| Source | bicssc |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Gainanov, Damir |
| Relationship | auth |
| 245 10 - TITLE STATEMENT | |
| Title | Graphs for Pattern Recognition : Infeasible Systems of Linear Inequalities |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Name of publisher, distributor, etc. | De Gruyter |
| Date of publication, distribution, etc. | 2016 |
| 506 0# - RESTRICTIONS ON ACCESS NOTE | |
| Terms governing access | Open Access |
| Source of term | star |
| Standardized terminology for access restriction | Unrestricted online access |
| 520 ## - SUMMARY, ETC. | |
| 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. |
| 536 ## - FUNDING INFORMATION NOTE | |
| Text of note | Knowledge Unlatched |
| 540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE | |
| Terms governing use and reproduction | Creative Commons |
| Use and reproduction rights | https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode |
| Source of term | cc |
| -- | https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode |
| 546 ## - LANGUAGE NOTE | |
| Language note | English |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computer vision |
| Source of heading or term | bicssc |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Agriculture & farming |
| Source of heading or term | bicssc |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Computers |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Artificial Intelligence |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Computer Vision & Pattern Recognition |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Technology & Engineering |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Agriculture |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Host name | www.oapen.org |
| Uniform Resource Identifier | <a href="https://library.oapen.org/bitstream/20.500.12657/46036/1/external_content.pdf">https://library.oapen.org/bitstream/20.500.12657/46036/1/external_content.pdf</a> |
| Access status | 0 |
| Public note | DOAB: download the publication |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Host name | www.oapen.org |
| Uniform Resource Identifier | <a href="https://directory.doabooks.org/handle/20.500.12854/30837">https://directory.doabooks.org/handle/20.500.12854/30837</a> |
| Access status | 0 |
| Public note | DOAB: description of the publication |
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