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Št. zadetkov: 2
Automated grading through contrastive learning
Mateo Sokač, Mario Fabijanić, Igor Mekterović, Leo Mršić
Izvirni znanstveni članek
Oznake: avtomatizirani sistemi za ocenjevanje programerskih nalog;kontrastno učenje;razložljiva umetna inteligenca;integrirani gradienti;strojno učenje v izobraževanju;strojno učenje;obdelava naravnega jezika;automated programming assessment systems (APASs);contrastive learning;explainable AI;feature ablation;integrated gradients;machine learning in education;natural language processing (NLP);
As programming education becomes increasingly complex, grading student code has become a challenging task. Traditional methods, such as dynamic and static analysis, offer foundational approaches but often fail to provide granular insights, leading to inconsistencies in grading and feedback. This stu ...
Leto: 2025 Vir: Digitalni repozitorij raziskovalnih organizacij Slovenije
Graph Convolutional Networks for Predicting Cancer Outcomes and Stage
Mateo Sokač, Borna Skračić, Danijel Kučak, Leo Mršić
Izvirni znanstveni članek
Oznake: cGAS–STING;grafična konvolucijska mreža;grafi;rak;pan-rak;strojno učenje;NGS;graph-convolutional-network;graphs;cancer;pan-cancer;machine learning;
The study presented in this paper evaluated gene expression profiles from The Cancer Genome Atlas (TCGA). To reduce complexity, we focused on genes in the cGAS–STING pathway, crucial for cytosolic DNA detection and immune response. The study analyzes three clinical variables: disease-specific surviv ...
Leto: 2024 Vir: Digitalni repozitorij raziskovalnih organizacij Slovenije
Št. zadetkov: 2
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