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Iana S. Polonskaia
Observed names:
Iana Polonskaia,
Iana S. Polonskaya
Institution:
ITMO University
Observed institution:
ITMO University
OpenAlex ID:
A5036734364
Automated evolutionary approach for the design of composite machine learning pipelines
2021
·
Nikolay O. Nikitin
, Pavel Vychuzhanin
, et al.
·
Future Generation Computer Systems
·
97
PDF
Multi-Objective Evolutionary Design of Composite Data-Driven Models
2021
·
Iana S. Polonskaia
, Nikolay O. Nikitin
, et al.
·
IEEE Congress on Evolutionary Computation (CEC)
·
13
PDF
Structural Evolutionary Learning for Composite Classification Models
2020
·
Nikolay O. Nikitin
, Iana S. Polonskaia
, et al.
·
Procedia Computer Science
·
10
PDF
Evolutionary Algorithms for the Design of Neural Network Classifiers for the Classification of Pain Intensity
2019
·
Danila Mamontov
, Iana Polonskaia
, et al.
·
Lecture notes in computer science
·
9
Automated Evolutionary Design of CNN Classifiers for Object Recognition on Satellite Images
2021
·
Iana S. Polonskaia
, Ilya R. Aliev
, et al.
·
Procedia Computer Science
·
8
PDF
The multi-objective optimisation of breakwaters using evolutionary approach
2021
·
Nikolay O. Nikitin
, Iana S. Polonskaia
, et al.
·
CRC Press eBooks
·
6
PDF
Generative design of microfluidic channel geometry using evolutionary approach
2021
·
Nikolay O. Nikitin
, Alexander Hvatov
, et al.
·
Genetic and Evolutionary Computation Conference Companion (GECCO Companion)
·
4
Model-Agnostic Multi-objective Approach for the Evolutionary Discovery of Mathematical Models
2021
·
Alexander Hvatov
, Mikhail Maslyaev
, et al.
·
Communications in computer and information science
·
1
PDF
Significance of Interaction Parameter Levels in Interaction Quality Modelling for Human-Human Conversation
2017
·
Anastasiia Spirina
, Alina Skorokhod
, et al.
·
Lecture notes in computer science
Analysis of Interaction Parameter Levels in Interaction Quality Modelling for Human-Human Conversation
2017
·
Anastasiia Spirina
, Olesia Vaskovskaia
, et al.
·
Lecture notes in computer science
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Works count:
10
Citation count:
148
H-index:
6
I10-index:
3
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