Identifying student profiles within online judge systems using explainable artificial intelligence

JR Rico-Juan, VM Sánchez-Cartagena… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Online Judge (OJ) systems are typically considered within programming-related courses as
they yield fast and objective assessments of the code developed by the students. Such an …

[PDF][PDF] Ensemble Approaches for Graph Counterfactual Explanations.

MA Prado-Romero, B Prenkaj, G Stilo, A Celi… - XAI. it@ AI* IA, 2022 - ceur-ws.org
Abstract In recent years, Graph Neural Networks have reported outstanding performances in
tasks like community detection, molecule classification and link prediction. However, the …

Threat hunting as a similarity search problem on multi-positive and unlabeled data

T Komárek, J Brabec, Č Škarda… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
We present a new similarity search method (called Random Separations) that helps threat
analysts with identification of unknown variants of known malware in network traffic. The …

Učení Modelů na Datech se Složitou Strukturou s Aplikacemi pro Kybernetickou Bezpečnost

T Komárek - 2023 - search.proquest.com
A proper input data representation is essential for the successful application of learning
models. While for homogeneous data like images, text, or sounds, end-to-end models …

[PDF][PDF] Identifying Student Profiles within Online Judge Systems using Explainable Artificial Intelligence

MAN RAMAMANI, TVNK RAO - … of Engineering Research and Science & …, 2024 - ijerst.org
Online Judge (OJ) systems are typically considered within programming-related courses as
they yield fast and objective assessments of the code developed by the students. Such an …

Extracción de perfiles de alumnos de programación en estudios superiores mediante aprendizaje automático en evaluaciones tipo juez en línea

Los sistemas de juez en línea (JL) se utilizan en el ámbito de la programación, ya que
permiten realizar evaluaciones rápidas y objetivas del código desarrollado por los …