Kristian Miok

According to our database, Kristian Miok authored at least 10 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

TT-XAI: Trustworthy Clinical Text Explanations via Keyword Distillation and LLM Reasoning.

Kristian Miok, Blaz Skrlj, Daniela Zaharie, Marko Robnik-Sikonja

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

Challenges in Explaining Pretrained Clinical Text Classifiers.

Kristian Miok, Matej Klemen, Blaz Skrlj, Marko Robnik-Sikonja

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

2024

Multi-aspect multilingual and cross-lingual parliamentary speech analysis.

Kristian Miok, Encarnacion Hidalgo-Tenorio, Petya Osenova, Miguel-Angel Benitez-Castro, Marko Robnik-Sikonja

Intell. Data Anal., 2024

2023

The Value of Numbers in Clinical Text Classification.

Kristian Miok, Padraig Corcoran, Irena Spasic

Mach. Learn. Knowl. Extr., June, 2023

2022

To BAN or Not to BAN: Bayesian Attention Networks for Reliable Hate Speech Detection.

Kristian Miok, Blaz Skrlj, Daniela Zaharie, Marko Robnik-Sikonja

Cogn. Comput., 2022

2020

Bayesian Methods for Semi-supervised Text Annotation.

Kristian Miok, Gregor Pirs, Marko Robnik-Sikonja

CoRR, 2020

Multiple Imputation for Biomedical Data using Monte Carlo Dropout Autoencoders.

Kristian Miok, Dong Nguyen Doan, Marko Robnik-Sikonja, Daniela Zaharie

CoRR, 2020

2019

Prediction Uncertainty Estimation for Hate Speech Classification.

Kristian Miok, Dong Nguyen Doan, Blaz Skrlj, Daniela Zaharie, Marko Robnik-Sikonja

Proceedings of the Statistical Language and Speech Processing, 2019

Generating Data using Monte Carlo Dropout.

Kristian Miok, Dong Nguyen Doan, Daniela Zaharie, Marko Robnik-Sikonja

Proceedings of the 15th IEEE International Conference on Intelligent Computer Communication and Processing, 2019

2018

Estimation of Prediction Intervals in Neural Network-Based Regression Models.

Kristian Miok

Proceedings of the 20th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2018