Anna A. Meldo

Publication Activity (10 Years)

Years Active: 2019-2020
Publications (10 Years): 12

Top Topics

Diagnostic Systems

Nearest Neighbour

Top Venues

Knowl. Based Syst.

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)
Vladimir Muliukha, Alexey Lukashin, Lev V. Utkin, Mikhail Popov, Anna A. Meldo
Anomaly Detection Approach in Cyber Security for User and Entity Behavior Analytics System. ESANN (2020)
Lev V. Utkin, Andrei V. Konstantinov, Viacheslav S. Chukanov, Anna A. Meldo
A New Adaptive Weighted Deep Forest and Its Modifications. Int. J. Inf. Technol. Decis. Mak. 19 (4) (2020)
Lev V. Utkin, Mikhail V. Kots, Viacheslav S. Chukanov, Andrei V. Konstantinov, Anna A. Meldo
Estimation of Personalized Heterogeneous Treatment Effects Using Concatenation and Augmentation of Feature Vectors. Int. J. Artif. Intell. Tools 29 (5) (2020)
Lev V. Utkin, Andrei V. Konstantinov, Viacheslav S. Chukanov, Mikhail V. Kots, Anna A. Meldo
An Adaptive Weighted Deep Forest Classifier. CoRR (2019)
Anna A. Meldo, Lev V. Utkin, Alexey Lukashin, Vladimir Muliukha, Vladimir S. Zaborovsky
Database Acquisition for the Lung Cancer Computer Aided Diagnostic Systems. FRUCT (2019)
Lev V. Utkin, Maxim Kovalev, Anna A. Meldo, Frank P. A. Coolen
Imprecise Extensions of Random Forests and Random Survival Forests. ISIPTA (2019)
Lev V. Utkin, Maxim Kovalev, Anna A. Meldo
A deep forest classifier with weights of class probability distribution subsets. Knowl. Based Syst. 173 (2019)
Lev V. Utkin, Andrei V. Konstantinov, Viacheslav S. Chukanov, Mikhail V. Kots, Mikhail A. Ryabinin, Anna A. Meldo
A weighted random survival forest. Knowl. Based Syst. 177 (2019)
Lev V. Utkin, Andrei V. Konstantinov, Anna A. Meldo, Mikhail A. Ryabinin, Viacheslav S. Chukanov
A Deep Forest Improvement by Using Weighted Schemes. FRUCT (2019)
Lev V. Utkin, Andrei V. Konstantinov, Viacheslav S. Chukanov, Mikhail V. Kots, Mikhail A. Ryabinin, Anna A. Meldo
A weighted random survival forest. 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)