POPELÍNSKÝ, Lubomír and Jan BLAŤÁK. Learning genic interactions without expert domain knowledge: Comparison of different ILP algorithms. In Proceedings of ICML05 workshop on Learning Language in Logic (LLL05). Bonn: Fraunhofer Institute, 2005, p. 21-30.
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Basic information
Original name Learning genic interactions without expert domain knowledge: Comparison of different ILP algorithms.
Name in Czech Učení genových interakcí bez expertní znalosti: Porovnání různých ILP algoritmů
Authors POPELÍNSKÝ, Lubomír (203 Czech Republic, guarantor) and Jan BLAŤÁK (203 Czech Republic).
Edition Bonn, Proceedings of ICML05 workshop on Learning Language in Logic (LLL05), p. 21-30, 10 pp. 2005.
Publisher Fraunhofer Institute
Other information
Original language English
Type of outcome Proceedings paper
Field of Study 10201 Computer sciences, information science, bioinformatics
Country of publisher Germany
Confidentiality degree is not subject to a state or trade secret
RIV identification code RIV/00216224:14330/05:00014242
Organization unit Faculty of Informatics
Keywords in English machine learning; genic interactions; ILP
Tags genic interactions, ILP, machine learning
Changed by Changed by: doc. RNDr. Lubomír Popelínský, Ph.D., učo 1945. Changed: 27/4/2006 11:55.
Abstract
A novel two-step method is proposed in which rules for processing simple examples (sentences that contain a single pair of terms from the dictionary) are learned separately. % We also describe an extension of domain knowledge when no domain expert is available, % We show that this two-step method performs better on the test set than other learning algorithms.
Abstract (in Czech)
A novel two-step method is proposed in which rules for processing simple examples (sentences that contain a single pair of terms from the dictionary) are learned separately. % We also describe an extension of domain knowledge when no domain expert is available, % We show that this two-step method performs better on the test set than other learning algorithms.
Links
MSM0021622418, plan (intention)Name: DYNAMICKÁ GEOVIZUALIZACE V KRIZOVÉM MANAGEMENTU
Investor: Ministry of Education, Youth and Sports of the CR, Dynamic Geovisualisation in Crises Management
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