Graphs for Pattern Recognition (Record no. 93914)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01977nam a2200241Ii 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 221202s xx 000 0 und d |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Gainanov, Damir, |
| Relator term | author |
| 245 #0 - TITLE STATEMENT | |
| Title | Graphs for Pattern Recognition |
| 246 ## - VARYING FORM OF TITLE | |
| Title proper/short title | Infeasible Systems of Linear Inequalities |
| 264 ## - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Name of producer, publisher, distributor, manufacturer | De Gruyter |
| Date of production, publication, distribution, manufacture, or copyright notice | 2016 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 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 |
| 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. |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Agriculture |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Artificial Intelligence |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Computer Vision & Pattern Recognition |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Computers |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Technology & Engineering |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://docs.google.com/spreadsheets/d/1yKIrdCPDAG_9c22mwoOIO2DOhtj65Wqa/edit?usp=sharing&ouid=106555315294820607512&rtpof=true&sd=true ">https://docs.google.com/spreadsheets/d/1yKIrdCPDAG_9c22mwoOIO2DOhtj65Wqa/edit?usp=sharing&ouid=106555315294820607512&rtpof=true&sd=true </a> |
| Link text | List of Curated E-Books |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | E-Book |
No items available.