System Analysis and Data Science

2 Items

F4 System Analysis and Data Science.

AUTONOMOUS INDEX RECOMMENDATION SYSTEM FOR RELATIONAL DATABASES BASED ON COST-MODEL AND PLAN COVERING

Vitalii Holubinka

Background. Indexing is a key tool for improving the performance of relational databases, but manual index selection remains complex and subjective. As data volumes…

#database indexing #query optimization #autonomous recommendation systems #cost mode

p. 20-26

10.20535/kpisn.2026.2.352454

MACHINE LEARNING MODEL FOR RECOGNITION OF UKRAINIAN SIGN LANGUAGE HAND CONFIGURATIONS

Kostiantyn D. Grishyn, Nadezhda Nedashkovskaya

Background. Sign language recognition using Artificial Intelligence (AI) is a relevant and still unsolved problem. For Ukrainian Sign Language (USL), the task is…

#Ukrainian Sign Language #machine learning #neural networks #computer vision

p. 7-19

10.20535/kpisn.2026.2.352330