GRAMMATICAL EVOLUTION FOR CLASSIFICATION INTO MULTIPLE CLASSES
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F19%3APU129796" target="_blank" >RIV/00216305:26210/19:PU129796 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-97888-8_17" target="_blank" >http://dx.doi.org/10.1007/978-3-319-97888-8_17</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-97888-8_17" target="_blank" >10.1007/978-3-319-97888-8_17</a>
Alternative languages
Result language
angličtina
Original language name
GRAMMATICAL EVOLUTION FOR CLASSIFICATION INTO MULTIPLE CLASSES
Original language description
In this contribution the authors deal with classification problems using an approach based on grammatical evolution. The named method is used to create short executable structures which are evolved to classify given input into multiple classes. Resulting structures are usable as computer programs for embedded devices with low computational resources. An universal formula for fitness value calculation of the evolved individual is introduced and an example of planar graphical objects classification in generated image dataset is presented. The presented approach is still applicable for general multi-class classification problems. The results of the proposed method are discussed and examined.
Czech name
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Czech description
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Classification
Type
C - Chapter in a specialist book
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Book/collection name
Recent Advances in Soft Computing
ISBN
978-3-319-97887-1
Number of pages of the result
19
Pages from-to
192-210
Number of pages of the book
328
Publisher name
Neuveden
Place of publication
Neuveden
UT code for WoS chapter
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