Olga Krasotkina

According to our database, Olga Krasotkina authored at least 24 papers between 2005 and 2021.

Collaborative distances:

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

2021

Differential Leave-One-Out Cross-Validation for Feature Selection in Generalized Linear Dependence Models.

Alexey Morozov, Brian Angulo, Vadim Mottl, Alexander Tatarchuk, Olga Krasotkina

Proceedings of the ITCC 2021: 3rd International Conference on Information Technology and Computer Communications, Guangzhou, China, June 23, 2021

2019

Sparse Multimodal Classification of EEG Signals from Rapid Serial Visual Presentation of Diagnostic Images.

Valentina Sulimova, Sergey Bukhonov, Olga Krasotkina, Vadim Mottl, Annette Sterr, Kevin Wells, David Windridge

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

Linear complexity algorithms for high dimensional SVM and regression problems with smart sparse regularization.

Vadim Mottl, Olga Krasotkina, Valentina Sulimova, Alexey Morozov, Ilya Pugach, Alexander Tatarchuk

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

2018

Automatic Rail Flaw Localization and Recognition by Featureless Ultrasound Signal Analysis.

Valentina Sulimova, Alexander Zhukov, Olga Krasotkina, Vadim Mottl, Anatoly Markov

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2018

Constrained Regularized Regression Model Search in Large Sets of Regressors.

Olga Krasotkina, Michael Markov, Vadim Mottl, Ilya Pugach, Dmitry Babichev, Alexey Morozov

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2018

2017

Methods of Hyperparameter Estimation in Time-Varying Regression Models with Application to Dynamic Style Analysis of Investment Portfolios.

Olga Krasotkina, Vadim Mottl, Michael Markov, Elena Chernousova, Dmitry Malakhov

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2017

Compactness Hypothesis, Potential Functions, and Rectifying Linear Space in Machine Learning.

Vadim Mottl, Oleg Seredin, Olga Krasotkina

Proceedings of the Braverman Readings in Machine Learning. Key Ideas from Inception to Current State, 2017

2016

Sparse logistic regression with supervised selectivity for predictors selection in credit scoring.

Zhosan Yulia, Olga Krasotkina, Vadim Mottl

Proceedings of the Seventh Symposium on Information and Communication Technology, 2016

Feature Selection for Handling Concept Drift in the Data Stream Classification.

Pavel A. Turkov, Olga Krasotkina, Vadim Mottl, Alexey Sychugov

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

Multi-class Classification in Big Data.

Anton Malenichev, Olga Krasotkina, Vadim Mottl, Oleg Seredin

Proceedings of the Supplementary Proceedings of the Fifth International Conference on Analysis of Images, 2016

2015

A Bayesian Approach to Sparse Cox Regression in High-Dimentional Survival Analysis.

Olga Krasotkina, Vadim Mottl

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015

A Bayesian Approach to Sparse Learning-to-Rank for Search Engine Optimization.

Olga Krasotkina, Vadim Mottl

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015

Supervised Selective Combination of Diverse Object-Representation Modalities for Regression Estimation.

Olga Krasotkina, Oleg Seredin, Vadim Mottl

Proceedings of the Multiple Classifier Systems - 12th International Workshop, 2015

Fast Global Image Denoising Algorithm on the Basis of Nonstationary Gamma-Normal Statistical Model.

Inessa Gracheva, Andrey Kopylov, Olga Krasotkina

Proceedings of the Analysis of Images, Social Networks and Texts, 2015

2014

An Automatic Matching Procedure of Ultrasonic Railway Defectograms.

Anton Malenichev, Valentina Sulimova, Olga Krasotkina, Vadim Mottl, Anatoly Markov

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2014

2013

Dynamic Programming for Bayesian Logistic Regression Learning under Concept Drift.

Pavel A. Turkov, Olga Krasotkina, Vadim Mottl

Proceedings of the Pattern Recognition and Machine Intelligence, 2013

Real-Time Smoke Detection in Video Sequences: Combined Approach.

Anton Malenichev, Olga Krasotkina

Proceedings of the Pattern Recognition and Machine Intelligence, 2013

2012

Bayesian Approach to the Concept Drift in the Pattern Recognition Problems.

Pavel A. Turkov, Olga Krasotkina, Vadim Mottl

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

The Bayesian logistic regression in pattern recognition problems under concept drift.

Pavel A. Turkov, Olga Krasotkina, Vadim Mottl

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

Bayesian Approach to the Pattern Recognition Problem in Nonstationary Environment.

Olga Krasotkina, Vadim Mottl, Pavel A. Turkov

Proceedings of the Pattern Recognition and Machine Intelligence, 2011

2010

A Signal Processing Algorithm Based on Parametric Dynamic Programming.

Andrey Kopylov, Olga Krasotkina, Oleksandr Pryimak, Vadim Mottl

Proceedings of the Image and Signal Processing, 4th International Conference, 2010

2008

Adaptive nonstationary regression analysis.

Olga Krasotkina, Vadim Mottl

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007

Combining Pattern Recognition Modalities at the Sensor Level Via Kernel Fusion.

Vadim Mottl, Alexander Tatarchuk, Valentina Sulimova, Olga Krasotkina, Oleg Seredin

Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007

2005

Principles of Multi-kernel Data Mining.

Vadim Mottl, Olga Krasotkina, Oleg Seredin, Ilya B. Muchnik

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005