Classification of Program Texts Represented as Markov Chains with Biology-Inspired Algorithms-Enhanced Extreme Learning Machines

The massive nature of modern university programming courses increases the burden on academic workers. The Digital Teaching Assistant (DTA) system addresses this issue by automating unique programming exercise generation and checking, and provides means for analyzing programs received from students b...

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Bibliographic Details
Published in:	Algorithms Vol. 15; no. 9; p. 329
Main Authors:	Demidova, Liliya A., Gorchakov, Artyom V.
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.09.2022
Subjects:	Algorithms Artificial neural networks Automation Biology biology-inspired algorithms Cheating Colleges & universities Datasets Differential thermal analysis extreme learning machines K-nearest neighbors algorithm Machine learning Markov chains Markov processes Neural networks Neurons population-based algorithms program text classification Students Support vector machines
ISSN:	1999-4893, 1999-4893
Online Access:	Get full text
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