Ensemble-Based Survival Models with the Self-Attended Beran Estimator PredictionsComputational Mathematics and Modeling (CMM), 2025 |
SurvBeX: An explanation method of the machine learning survival models
based on the Beran estimatorInternational Journal of Data Science and Analysis (IJDSA), 2023 |
Warpformer: A Multi-scale Modeling Approach for Irregular Clinical Time
SeriesKnowledge Discovery and Data Mining (KDD), 2023 |
Deep Learning for Survival Analysis: A ReviewArtificial Intelligence Review (AIR), 2023 |
SurvNAM: The machine learning survival model explanationNeural Networks (NN), 2021 |
Toward Tag-free Aspect Based Sentiment Analysis: A Multiple Attention
Network ApproachIEEE International Joint Conference on Neural Network (IJCNN), 2020 |
Deep Survival Machines: Fully Parametric Survival Regression and
Representation Learning for Censored Data with Competing RisksIEEE journal of biomedical and health informatics (JBHI), 2020 |