- author = "Ioannis G. Tsoulos",
- title = "{QFC}: A Parallel Software Tool for Feature Construction, Based on Grammatical Evolution",
- journal = "Algorithms",
- year = "2022",
- volume = "15",
- number = "8",
- pages = "article number 295",
- keywords = "genetic algorithms, genetic programming, grammatical evolution, , ANN, feature construction",
- ISSN = "1999-4893",
-
URL = "
https://www.mdpi.com/1999-4893/15/8/295",
-
DOI = "
doi:10.3390/a15080295",
- size = "19 pages",
- abstract = "This paper presents and analyzes a programming tool that implements a method for classification and function regression problems. This method builds new features from existing ones with the assistance of a hybrid algorithm that makes use of artificial neural networks and grammatical evolution. The implemented software exploits modern multi-core computing units for faster execution. The method has been applied to a variety of classification and function regression problems, and an extensive comparison with other methods of computational intelligence is made.",
-
notes = "Department of Informatics and Telecommunications,
University of Ioannina, 47100 Arta,
Greece
https://www.mdpi.com/journal/algorithms",
