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September 11, 2026
How to Assess Students Knowledge in the Age of AI
A researcher at HSE University has proposed a flowchart to help lecturers decide how to assess students who use artificial intelligence. It shows where the use of AI should be restricted and where it can be incorporated into the learning process. The article has been published in IT Professional.
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DD-SIMCA - a MATLAB GUI tool for data driven SIMCA approach

Chemometrics and Intelligent Laboratory Systems. 2017. Vol. 167. P. 23–28.
Zontov Y., Rodionova O. Y., Kucheryavskiy S. V., Pomerantsev A. L.

Soft independent modeling of class analogy (SIMCA) is one of the OCC methods widely used in chemometrics. The original version, proposed by S. Wold, has numerous modifications mostly related to the way of constructing the acceptance boundaries. Recently, authors proposed the data driven version of SIMCA (DD-SIMCA), which allows to calculate the errors of misclassification theoretically. In this paper, we present DD-SIMCA — a MATLAB GUI tool that extends the MATLAB® environment to provide an easy way for establishment and employment of the data driven SIMCA technique.

Priority areas: IT and mathematics
Language: English
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Keywords: MATLABDD-SIMCA
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