Vadim V. Strijov

According to our database, Vadim V. Strijov authored at least 32 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Deep Learning Model Selection With Parametric Complexity Control.

Olga S. Grebenkova, Oleg Yu. Bakhteev, Vadim V. Strijov

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

2022

Continuous physical activity recognition for intelligent labour monitoring.

Anastasia Motrenko, Egor Simchuk, Renat Khairullin, Andrey Inyakin, Daniil O. Kashirin, Vadim V. Strijov

Multim. Tools Appl., 2022

Quadratic programming feature selection for multicorrelated signal decoding with partial least squares.

R. V. Isachenko, Vadim V. Strijov

Expert Syst. Appl., 2022

Foreword of the Program Committee of the Conference "Mathematical Pattern Recognition Methods".

Konstantin V. Vorontsov, Alexander A. Lazarev, Darya V. Lemtyuzhnikova, Vadim V. Strijov, Yulia V. Chekhovich, Yuri V. Chekhovich

Autom. Remote. Control., 2022

Probabilistic Interpretation of the Distillation Problem.

A. V. Grabovoy, Vadim V. Strijov

Autom. Remote. Control., 2022

Gradient Methods for Optimizing Metaparameters in the Knowledge Distillation Problem.

M. Gorpinich, Oleg Yu. Bakhteev, Vadim V. Strijov

Autom. Remote. Control., 2022

Analysis of the Properties of Probabilistic Models in Expert-Augmented Learning Problems.

A. I. Bazarova, A. V. Grabovoy, Vadim V. Strijov

Autom. Remote. Control., 2022

2021

Opening Remarks by the Program Committee of the Conference "Intelligent Data Processing. Theory and Applications" (IDP-2020).

Konstantin V. Vorontsov, Yuriy I. Zhuravlev, Alexander A. Lazarev, Darya V. Lemtyuzhnikova, Konstantin V. Rudakov, Vadim V. Strizhov, Yulia V. Chekhovich, Yuri V. Chekhovich

Autom. Remote. Control., 2021

Bayesian Distillation of Deep Learning Models.

A. V. Grabovoy, Vadim V. Strijov

Autom. Remote. Control., 2021

Neural Architecture Search with Structure Complexity Control.

Konstantin D. Yakovlev, Olga S. Grebenkova, Oleg Yu. Bakhteev, Vadim V. Strijov

Proceedings of the Recent Trends in Analysis of Images, Social Networks and Texts, 2021

2020

Comprehensive analysis of gradient-based hyperparameter optimization algorithms.

Oleg Yu. Bakhteev, Vadim V. Strijov

Ann. Oper. Res., 2020

2019

U-Net Based Architectures for Document Text Detection and Binarization.

Filipp Nikitin, Vladimir Dokholyan, Ilia Zharikov, Vadim V. Strijov

Proceedings of the Advances in Visual Computing, 2019

2018

Multi-way feature selection for ECoG-based Brain-Computer Interface.

Anastasia Motrenko, Vadim V. Strijov

Expert Syst. Appl., 2018

Object selection in credit scoring using covariance matrix of parameters estimations.

Alexander A. Aduenko, Anastasia Motrenko, Vadim V. Strijov

Ann. Oper. Res., 2018

Deep Learning Model Selection of Suboptimal Complexity.

Oleg Yu. Bakhteev, Vadim V. Strijov

Autom. Remote. Control., 2018

2017

Generation of simple structured information retrieval functions by genetic algorithm without stagnation.

A. S. Kulunchakov, Vadim V. Strijov

Expert Syst. Appl., 2017

Comprehensive study of feature selection methods to solve multicollinearity problem according to evaluation criteria.

Alexandr Katrutsa, Vadim V. Strijov

Expert Syst. Appl., 2017

Time Series Forecasting using RNNs: an Extended Attention Mechanism to Model Periods and Handle Missing Values.

Yagmur Gizem Cinar, Hamid Mirisaee, Parantapa Goswami, Éric Gaussier, Ali Aït-Bachir, Vadim V. Strijov

CoRR, 2017

Selecting an optimal model for forecasting the volumes of railway goods transportation.

Konstantin V. Rudakov, Vadim V. Strizhov, Daniil O. Kashirin, Mikhail P. Kuznetsov, Anastasiya P. Motrenko, M. M. Stenina

Autom. Remote. Control., 2017

Position-Based Content Attention for Time Series Forecasting with Sequence-to-Sequence RNNs.

Yagmur Gizem Cinar, Hamid Mirisaee, Parantapa Goswami, Éric Gaussier, Ali Aït-Bachir, Vadim V. Strijov

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016

Extracting Fundamental Periods to Segment Biomedical Signals.

Anastasia Motrenko, Vadim V. Strijov

IEEE J. Biomed. Health Informatics, 2016

Human activity recognition using quasiperiodic time series collected from a single tri-axial accelerometer.

Andrey D. Ignatov, Vadim V. Strijov

Multim. Tools Appl., 2016

Analytic and Stochastic Methods of Structure Parameter Estimation.

Mikhail P. Kuznetsov, Aleksandra Tokmakova, Vadim V. Strijov

Informatica, 2016

Methods for Intrinsic Plagiarism Detection and Author Diarization.

Mikhail P. Kuznetsov, Anastasia Motrenko, Rita Kuznetsova, Vadim V. Strijov

Proceedings of the Working Notes of CLEF 2016, 2016

2015

Editorial of the special issue data analysis and intelligent optimization with applications.

Vadim V. Strijov, Gerhard-Wilhelm Weber, Richard Weber, Süreyya Özögür-Akyüz

Mach. Learn., 2015

Metric concentration search procedure using reduced matrix of pairwise distances.

Alexandr Katrutsa, Mikhail P. Kuznetsov, Konstantin V. Rudakov, Vadim V. Strijov

Intell. Data Anal., 2015

Ordinal classification using Pareto fronts.

M. M. Stenina, Mikhail P. Kuznetsov, Vadim V. Strijov

Expert Syst. Appl., 2015

Supervised Topic Classification for Modeling a Hierarchical Conference Structure.

Mikhail P. Kuznetsov, Marianne Clausel, Massih-Reza Amini, Éric Gaussier, Vadim V. Strijov

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2014

Sample size determination for logistic regression.

Anastasiya Motrenko, Vadim V. Strijov, Gerhard-Wilhelm Weber

J. Comput. Appl. Math., 2014

Methods of expert estimations concordance for integral quality estimation.

Mikhail P. Kuznetsov, Vadim V. Strijov

Expert Syst. Appl., 2014

2013

Evidence optimization for consequently generated models.

Vadim V. Strijov, Ekaterina A. Krymova, Gerhard-Wilhelm Weber

Math. Comput. Model., 2013

2010

Nonlinear regression model generation using hyperparameter optimization.

Vadim V. Strijov, Gerhard-Wilhelm Weber

Comput. Math. Appl., 2010