Video shots’ matching via various length of multidimensional time sequences Z Hu, SV Mashtalir, OK Tyshchenko, MI Stolbovyi International Journal of Intelligent Systems and Applications 9 (11), 10, 2017 | 49 | 2017 |
Representative based clustering of long multivariate sequences with different lengths S Mashtalir, V Mashtalir, M Stolbovyi 2018 IEEE second international conference on Data Stream Mining & Processing …, 2018 | 37 | 2018 |
Video clustering via multidimensional time-series analysis K Oleg, M Sergii, S Mykhailo Proceedings of the 9th International Conference on Information Management …, 2017 | 32 | 2017 |
Detecting significant changes in image sequences S Mashtalir, O Mikhnova Multimedia Forensics and Security: Foundations, Innovations, and …, 2017 | 30 | 2017 |
Clustering Video Sequences by the Method of Harmonic k-Means SV Mashtalir, MI Stolbovyi, SV Yakovlev Cybernetics and Systems Analysis 55, 200-206, 2019 | 28 | 2019 |
Fuzzy clustering high-dimensional data using information weighting YV Bodyanskiy, OK Tyshchenko, SV Mashtalir International Conference on Artificial Intelligence and Soft Computing, 385-395, 2019 | 24 | 2019 |
Clustering matrix sequences based on the iterative dynamic time deformation procedure Z Hu, SV Mashtalir, OK Tyshchenko, MI Stolbovyi International Journal of Intelligent Systems and Applications 10 (7), 66-73, 2018 | 24 | 2018 |
Video shot boundary detection via sequential clustering S Mashtalir, V Mashtalir, M Stolbovyi International Journal “Information Theories and Applications 24 (1), 50-59, 2017 | 24 | 2017 |
Spatio-temporal video segmentation S Mashtalir, V Mashtalir Advances in Spatio-Temporal Segmentation of Visual Data, 161-210, 2020 | 23 | 2020 |
Online robust fuzzy clustering of data with omissions using similarity measure of special type Y Bodyanskiy, A Shafronenko, S Mashtalir Lecture Notes in Computational Intelligence and Decision Making: Proceedings …, 2020 | 22 | 2020 |
Sequence matching for content-based video retrieval S Mashtalir, O Mikhnova, M Stolbovyi 2018 IEEE Second International Conference on Data Stream Mining & Processing …, 2018 | 22 | 2018 |
On-line video segmentation using methods of fault detection in multidimensional time sequences Y Bodyanskiy, D Kinoshenko, S Mashtalir, O Mikhnova International Journal of Electronic Commerce Studies 3 (1), 1-20, 2012 | 21 | 2012 |
Fast training of neural networks for image compression Y Bodyanskiy, P Grimm, S Mashtalir, V Vinarski Advances in Data Mining. Applications and Theoretical Aspects: 10th …, 2010 | 17 | 2010 |
Sequential temporal video segmentation via spatial image partitions S Mashtalir, V Mashtalir 2016 IEEE First International Conference on Data Stream Mining & Processing …, 2016 | 16 | 2016 |
Key frame extraction from video: framework and advances S Mashtalir, O Mikhnova International Journal of Computer Vision and Image Processing (IJCVIP) 4 (2 …, 2014 | 14 | 2014 |
Metric video retrieval speedup by irrelevant data elimination D Kinoshenko, O Kobylin, S Mashtalir, M Stolbovyi Eleventh International Conference on Machine Vision (ICMV 2018) 11041, 176-183, 2019 | 13 | 2019 |
Online robust fuzzy clustering of data with omissions using similarity measure of special type-Lecture Notes in Computational clutolligence and Decision Waking-Cham B Ye, A Shafronenko, S Mashtalir Springer, 2020 | 12 | 2020 |
Multidimensional sequence clustering with adaptive iterative dynamic time warping S Mashtalir, O Mikhnova, M Stolbovyi International Journal of Computing 18 (1), 53-59, 2019 | 9 | 2019 |
Video shots retrieval with use of pivot points D Kinoshenko, S Mashtalir, V Shlyakhov, M Stolbovyi Advances in Computer Science for Engineering and Education 13, 102-111, 2019 | 9 | 2019 |
Tunable Activation Functions for Deep Neural Networks B Bilonoh, Y Bodyanskiy, B Kolchygin, S Mashtalir International Scientific Conference “Intellectual Systems of Decision Making …, 2021 | 8 | 2021 |