Publications
2021
The 4th International Conference on Artificial Intelligence and Pattern Recognition 2021
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2020
The 9th IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition 2020
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European Conference on Computer Vision 2020
European Conference on Computer Vision 2020
International Conference on Computer Vision Theory and Applications 2020
The 9th International Conference on Analysis of Images, Social Networks and Texts (AIST2020)
The 9th International Conference on Analysis of Images, Social Networks and Texts (AIST2020)
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Thirteenth International Conference on Machine Vision (MV20)
Thirteenth International Conference on Machine Vision (MV20)
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International Conference on Machine Vision 2019 (ICMV2019)
2019
Neurocomputing 2019
International Conference on Computer Vision 2019
Analysis of Images, Social networks and Texts 2019
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International Symposium on Neural Networks 2019
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International Symposium on Neural Networks 2019
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Conference on Computer Vision and Pattern Recognition 2019
International Conference On Machine Learning And Applications 2019 (ICMLA 2019)
18th IEEE International Conference On Machine Learning And Applications 2019
2018
Conference on Neural Information Processing Systems 2018
MRI-based Diagnostics of Depression Concomitant with Epilepsy: in Search of the Potential Biomarkers
IEEE 5th International Conference on Data Science and Advanced Analytics 2018
International Conference on Data Mining Workshops 2018 (ICDMW) 2018)
2017
Minimax approach to variable fidelity data interpolation
Artificial Intelligence and Statistics 2017
Large scale variable fidelity surrogate modeling
Annals of Mathematics and Artificial Intelligence 2017
Efficient design of experiments for sensitivity analysis based on polynomial chaos expansions
Annals of Mathematics and Artificial Intelligence 2017
Automatic construction of a recurrent neural network based classifier for vehicle passage detection
Ninth International Conference on Machine Vision (ICMV 2016) 2017
2016
Datafusion for biological simulations: Application to toxins
Toxicon 2016
The influence of parameter initialization on the training time and accuracy of a nonlinear regression model
Journal of Communications Technology and Electronics 2016
Computationally efficient algorithm for Gaussian Process regression in case of structured samples
Computational Mathematics and Mathematical Physics 2016
Regression on the basis of nonstationary Gaussian processes with Bayesian regularization
Journal of communications technology and electronics 2016
Effective design for sobol indices estimation based on polynomial chaos expansions
Symposium on Conformal and Probabilistic Prediction with Applications 2016
GTApprox: Surrogate modeling for industrial design
Advances in Engineering Software 2016
Application of sorting and next generation sequencing to study 5'-UTR influence on translation efficiency in Escherichia coli
Nucleic acids research 2016
Conformalized kernel ridge regression
2016 15th IEEE international conference on machine learning and applications (ICMLA)
Detecting performance degradation of software-intensive systems in the presence of trends and long-range dependence
2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW)
One-class SVM with privileged information and its application to malware detection
2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW)
2015
Optimal estimation of a signal, observed in a fractional Gaussian noise
Teoriya Veroyatnostei i ee Primeneniya 2015
On an iterative algorithm for calculating weighted principal components
Journal of Communications Technology and Electronics 2015
Surrogate modeling of multifidelity data for large samples
Journal of Communications Technology and Electronics 2015
Gaussian process regression for structured data sets
International Symposium on Statistical Learning and Data Sciences 2015
Adaptive design of experiments based on gaussian processes
International Symposium on Statistical Learning and Data Sciences 2015
Adaptive design of experiments for sobol indices estimation based on quadratic metamodel
International Symposium on Statistical Learning and Data Sciences 2015
Model selection for anomaly detection
Eighth International Conference on Machine Vision (ICMV 2015)
Nonparametric decomposition of quasi-periodic time series for change-point detection
Eighth International Conference on Machine Vision (ICMV 2015)
Ensembles of detectors for online detection of transient changes
Eighth International Conference on Machine Vision (ICMV 2015)
Influence of resampling on accuracy of imbalanced classification
Eighth International Conference on Machine Vision (ICMV 2015)
2014
Efficiency of conformalized ridge regression
Conference on Learning Theory 2014
Construction of Low Dimensional Structures from Object Surface Description using Feature Extraction Technique
日本機械学会誌 2014
Building data fusion surrogate models for spacecraft aerodynamic problems with incomplete factorial design of experiments
Advanced Materials Research 2014
Application of rare event anticipation techniques to aircraft health management
Advanced Materials Research 2014
On approximation of reserve factors dependency on loads for composite stiffened panels
Advanced Materials Research 2014
Properties of the Bayesian parameter estimation of a regression based on Gaussian processes
Journal of Mathematical Sciences 2014
2013
Surrogate modeling of stability constraints for optimization of composite structures
Surrogate-Based Modeling and Optimization 2013
The Bernstein-von Mises theorem for regression based on Gaussian processes
Russ. Math. Surv 2013
On a method for constructing ensembles of regression models
Automation and Remote Control 2013
Properties of the posterior distribution of a regression model based on Gaussian random fields
Automation and Remote Control 2013