Filchenkov Andrey A.

Work place: ITMO University, Saint Petersburg, 197101, Russian Federation
Post: Laboratory Head, Associate Professor
Degree: PhD
E-mail: aaafil@mail.ru
Scopus ID: 55507568200
ORCID: 0000-0002-1133-8432
Oparin V., Filchenkov A. A., Sirotkin A. V. MATROIDAL REPRESENTATION FOR THE ADJACENCY GRAPHS FAMILY BUILT ON A SET OF KNOWLEDGE PATTERNS
The article was published in issue 4, volume 10, 2010
Pinsky M., Sirotkin A. V., Filchenkov A. A. PERFORMANCE IMPROVEMENT OF THE ESTIMATION ALGORITHM FOR AN OBSERVED SEQUENCE IN HIDDEN MARKOV MODELS ON THE BASIS OF ALGEBRAIC BAYESIAN NETWORKS
The article was published in issue 5, volume 11, 2011
Filchenkov A. A. HIERARCHY OF ALGEBRAIC BAYESIAN NETWORK GLOBAL STRUCTURES AS A SYSTEM OF GRAPHS AND HYPERGRAPHS
The article was published in issue 1, volume 13, 2013
Zabashta A. S., Filchenkov A. A. GENERATING DATASETS FOR THE BINARY CLASSIFICATION TASK BASED ON THEIR CHARACTERISTIC DESCRIPTIONS
The article was published in issue 3, volume 17, 2017
Polevaya T. A., Saitov I. A., Ravodin R. A., Filchenkov A. A.
TRANSFER LEARNING FOR IMAGE CLASSIFICATION OF PRIMARY MORPHOLOGICAL ELEMENTS OF SKIN LESIONS

The article was published in issue 2, volume 19, 2019
Muravyov S. B., Efimova V. A., Shalamov V. V., Filchenkov A. A., Smetannikov I. B.
AUTOMATIC HYPERPARAMETER OPTIMIZATION FOR CLUSTERING ALGORITHMS WITH REINFORCEMENT LEARNIN

The article was published in issue 3, volume 19, 2019
Smirnova V. S., Shalamov V. V., Efimova V. A., Filchenkov A. A.
HYPERPARAMETER OPTIMIZATION BASED ON APRIORI AND A POSTERIORI KNOWLEDGE ABOUT CLASSIFICATION PROBLEM

The article was published in issue 6, volume 20, 2020
Gribanov T. A., Filchenkov A. A., Azarov A. A., Shalyto A. A.
Multi-agent adaptive routing by multi-headattention-based twin agents using reinforcement learning

The article was published in issue 6, volume 22, 2022
Rybkin K. E., Filchenkov A. A., Azarov A. A., Zabashta A. S., Shalyto A. A.
Joint learning of agents and graph embeddings in a conveyor belt control problem

The article was published in issue 6, volume 22, 2022
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