Igor V. Mashechkin

Orcid: 0000-0002-9837-585X

Affiliations:
  • Moscow State University, Faculty of Computational Mathematics and Cybernetics, Russia


According to our database1, Igor V. Mashechkin authored at least 16 papers between 2005 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
Predicting COVID-19-Induced Lung Damage Based on Machine Learning Methods.
Program. Comput. Softw., 2022

Bacterial colony detection method for microbiological photographic images.
Proceedings of the International Joint Conference on Neural Networks, 2022

Adaptive Sampling for Weighted Log-Rank Survival Trees Boosting.
Proceedings of the Pattern Recognition Applications and Methods, 2022

Survival Analysis Algorithms based on Decision Trees with Weighted Log-rank Criteria.
Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

2021
Continuous Keystroke Dynamics-Based User Authentication Using Modified Hausdorff Distance.
Proceedings of the Database Systems for Advanced Applications. DASFAA 2021 International Workshops, 2021

2019
Machine Learning Methods for Detecting and Monitoring Extremist Information on the Internet.
Program. Comput. Softw., 2019

2018
Applying Time Series for Background User Identification Based on Their Text Data Analysis.
Program. Comput. Softw., 2018

Novelty Detection Using Elliptical Fuzzy Clustering in a Reproducing Kernel Hilbert Space.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

2017
Convolutional Neural Networks for Unsupervised Anomaly Detection in Text Data.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2017 - 18th International Conference, Guilin, China, October 30, 2017

2016
One-Class Models for Continuous Authentication Based on Keystroke Dynamics.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2016, 2016

2015
Applying text mining methods for data loss prevention.
Program. Comput. Softw., 2015

2014
Applying non-negative matrix factorization methods to discover user;s resource access patterns for computer security tasks.
Proceedings of the 14th International Conference on Hybrid Intelligent Systems, 2014

Hybrid method for active authentication using keystroke dynamics.
Proceedings of the 14th International Conference on Hybrid Intelligent Systems, 2014

2011
Automatic text summarization using latent semantic analysis.
Program. Comput. Softw., 2011

Using NMF-based text summarization to improve supervised and unsupervised classification.
Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011

2005
Enterprise Anti-Spam Solution Based on Machine Learning Approach.
Proceedings of the ICEIS 2005, 2005


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