Comprehensive study of feature selection methods to solve multicollinearity problem according to evaluation criteria A Katrutsa, V Strijov Expert Systems with Applications 76, 1-11, 2017 | 127 | 2017 |
Human activity recognition using quasiperiodic time series collected from a single tri-axial accelerometer AD Ignatov, VV Strijov Multimedia tools and applications 75, 7257-7270, 2016 | 109 | 2016 |
Position-based content attention for time series forecasting with sequence-to-sequence RNNs YG Cinar, H Mirisaee, P Goswami, E Gaussier, A Aït-Bachir, V Strijov Neural Information Processing: 24th International Conference, ICONIP 2017 …, 2017 | 93 | 2017 |
Nonlinear regression model generation using hyperparameter optimization V Strijov, GW Weber Computers & Mathematics with Applications 60 (4), 981-988, 2010 | 54 | 2010 |
Methods for Intrinsic Plagiarism Detection and Author Diarization. MP Kuznetsov, A Motrenko, R Kuznetsova, VV Strijov CLEF (Working notes), 912-919, 2016 | 51 | 2016 |
Sample size determination for logistic regression A Motrenko, V Strijov, GW Weber Journal of Computational and Applied Mathematics 255, 743-752, 2014 | 46 | 2014 |
Methods of expert estimations concordance for integral quality estimation MP Kuznetsov, VV Strijov Expert Systems with Applications 41 (4), 1988-1996, 2014 | 36 | 2014 |
Stress test procedure for feature selection algorithms AM Katrutsa, VV Strijov Chemometrics and Intelligent Laboratory Systems 142, 172-183, 2015 | 28 | 2015 |
Comprehensive analysis of gradient-based hyperparameter optimization algorithms OY Bakhteev, VV Strijov Annals of Operations Research 289 (1), 51-65, 2020 | 24 | 2020 |
Time series forecasting using rnns: an extended attention mechanism to model periods and handle missing values YG Cinar, H Mirisaee, P Goswami, E Gaussier, A Ait-Bachir, V Strijov arXiv preprint arXiv:1703.10089, 2017 | 23 | 2017 |
Index construction: the expert-statistical method V Strijov, V Shakin Environmental research, engineering and management 26 (4), 51-55, 2003 | 19 | 2003 |
Evidence optimization for consequently generated models V Strijov, E Krymova, GW Weber Mathematical and Computer Modelling 57 (1-2), 50-56, 2013 | 16 | 2013 |
Integral indicator of ecological impact of the Croatian thermal power plants V Strijov, G Granić, Ž Jurić, B Jelavić, SA Maričić Energy 36 (7), 4144-4149, 2011 | 16 | 2011 |
Analytic and stochastic methods of structure parameter estimation M Kuznetsov, A Tokmakova, V Strijov Informatica 27 (3), 607-624, 2016 | 11 | 2016 |
Extracting fundamental periods to segment biomedical signals A Motrenko, V Strijov IEEE journal of biomedical and health informatics 20 (6), 1466-1476, 2015 | 11 | 2015 |
The Inductive Algorithms of Model Generation V Strijov SIAM Conference on Computational Science and Engineering (CSE09). Abstracts …, 2009 | 11 | 2009 |
Multi-way feature selection for ECoG-based Brain-Computer Interface A Motrenko, V Strijov Expert Systems with Applications 114, 402-413, 2018 | 9 | 2018 |
The search for a parametric regression model in an inductivegenerated set V Strijov Journal of Computational Technologies 1, 93-102, 2007 | 8 | 2007 |
U-net based architectures for document text detection and binarization F Nikitin, V Dokholyan, I Zharikov, V Strijov International Symposium on Visual Computing, 79-88, 2019 | 7 | 2019 |
Deep learning model selection of suboptimal complexity OY Bakhteev, VV Strijov Automation and remote control 79, 1474-1488, 2018 | 7 | 2018 |