Ernest M. Kasimov

Publication Activity (10 Years)

Years Active: 2019-2020
Publications (10 Years): 7

Top Topics

Weakly Supervised Learning

Survival Prediction

Machine Learning

Top Venues

Comput. Informatics

Artif. Intell. Medicine

Publications

Anna A. Meldo, Lev V. Utkin, Maxim Kovalev, Ernest M. Kasimov
The natural language explanation algorithms for the lung cancer computer-aided diagnosis system. Artif. Intell. Medicine 108 (2020)
Lev V. Utkin, Maxim S. Kovalev, Ernest M. Kasimov
SurvLIME-Inf: A simplified modification of SurvLIME for explanation of machine learning survival models. CoRR (2020)
Maxim S. Kovalev, Lev V. Utkin, Ernest M. Kasimov
SurvLIME: A method for explaining machine learning survival models. CoRR (2020)
Lev V. Utkin, Maxim Kovalev, Ernest M. Kasimov
Explanation of Siamese Neural Networks for Weakly Supervised Learning. Comput. Informatics 39 (6) (2020)
Maxim S. Kovalev, Lev V. Utkin, Ernest M. Kasimov
SurvLIME: A method for explaining machine learning survival models. Knowl. Based Syst. 203 (2020)
Lev V. Utkin, Maxim S. Kovalev, Ernest M. Kasimov
An explanation method for Siamese neural networks. CoRR (2019)
Lev V. Utkin, Anna A. Meldo, Maxim Kovalev, Ernest M. Kasimov
An Ensemble of Triplet Neural Networks for Differential Diagnostics of Lung Cancer. FRUCT (2019)