Lev V. Utkin
Affiliations: Peter the Great St. Petersburg Polytechnic University, Russia
According to our database^{1},
Lev V. Utkin
authored at least 93 papers
between 1996 and 2021.
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Bibliography
2021
Knowl. Based Syst., 2021
CoRR, 2021
An Imprecise SHAP as a Tool for Explaining the Class Probability Distributions under Limited Training Data.
CoRR, 2021
CoRR, 2021
CoRR, 2021
IEEE Access, 2021
Combining an Autoencoder and a Variational Autoencoder for Explaining the Machine Learning Model Predictions.
Proceedings of the 28th Conference of Open Innovations Association, 2021
Proceedings of the 28th Conference of Open Innovations Association, 2021
2020
A robust algorithm for explaining unreliable machine learning survival models using the KolmogorovSmirnov bounds.
Neural Networks, 2020
Knowl. Based Syst., 2020
Informatica (Slovenia), 2020
Int. J. Inf. Technol. Decis. Mak., 2020
Estimation of Personalized Heterogeneous Treatment Effects Using Concatenation and Augmentation of Feature Vectors.
Int. J. Artif. Intell. Tools, 2020
Expert Syst. Appl., 2020
CoRR, 2020
CoRR, 2020
CoRR, 2020
SurvLIMEInf: A simplified modification of SurvLIME for explanation of machine learning survival models.
CoRR, 2020
Comput. Informatics, 2020
Imprecise weighted extensions of random forests for classification and regression.
Appl. Soft Comput., 2020
The natural language explanation algorithms for the lung cancer computeraided diagnosis system.
Artif. Intell. Medicine, 2020
Anomaly Detection Approach in Cyber Security for User and Entity Behavior Analytics System.
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020
2019
Knowl. Based Syst., 2019
Knowl. Based Syst., 2019
Neurocomputing, 2019
Int. J. Artif. Intell. Tools, 2019
CoRR, 2019
Estimation of Personalized Heterogeneous Treatment Effects Using Concatenation and Augmentation of Feature Vectors.
CoRR, 2019
CoRR, 2019
Proceedings of the International Symposium on Imprecise Probabilities: Theories and Applications, 2019
An Ensemble of Triplet Neural Networks for Differential Diagnostics of Lung Cancer.
Proceedings of the 25th Conference of Open Innovations Association, 2019
Proceedings of the 24th Conference of Open Innovations Association, 2019
Proceedings of the 25th Conference of Open Innovations Association, 2019
2018
Reliab. Eng. Syst. Saf., 2018
Knowl. Based Syst., 2018
A modification of the Lasso method by using the Bahadur representation for the genomewide association study.
Informatica (Slovenia), 2018
2017
An oneclass classification support vector machine model by intervalvalued training data.
Knowl. Based Syst., 2017
Int. J. Artif. Intell. Tools, 2017
Siamese neural network for intelligent information security control in multirobot systems.
Autom. Control. Comput. Sci., 2017
Autom. Remote. Control., 2017
2016
Binary classification SVMbased algorithms with intervalvalued training data using triangular and Epanechnikov kernels.
Neural Networks, 2016
Detection of anomalous behavior in a robot system based on deep learning elements.
Autom. Control. Comput. Sci., 2016
2015
Reliab. Eng. Syst. Saf., 2015
A new robust model of oneclass classification by intervalvalued training data using the triangular kernel.
Neural Networks, 2015
Inf. Sci., 2015
The imprecise Dirichlet model as a basis for a new boosting classification algorithm.
Neurocomputing, 2015
Int. J. Artif. Intell. Tools, 2015
2014
Int. J. Mach. Learn. Cybern., 2014
Robust boosting classification models with local sets of probability distributions.
Knowl. Based Syst., 2014
Knowl. Inf. Syst., 2014
A Robust OneClass Classification Model with IntervalValued Data Based on Belief Functions and Minimax Strategy.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2014
2013
Int. J. Pattern Recognit. Artif. Intell., 2013
Int. J. Math. Oper. Res., 2013
Int. J. Intell. Inf. Database Syst., 2013
Imprecise Imputation as a Tool for Solving Classification Problems with Mean Values of Unobserved Features.
Adv. Artif. Intell., 2013
2012
The DS/AHP Method under Partial Information about Criteria and Alternatives by Several Levels of Criteria.
Int. J. Inf. Technol. Decis. Mak., 2012
A machine learning algorithm for classification under extremely scarce information.
Int. J. Data Anal. Tech. Strateg., 2012
Int. J. Appl. Decis. Sci., 2012
Adv. Fuzzy Syst., 2012
Proceedings of the Fourth International Conference on Knowledge and Systems Engineering, 2012
2011
Proceedings of the International Encyclopedia of Statistical Science, 2011
2010
Int. J. Data Anal. Tech. Strateg., 2010
2009
Int. J. Approx. Reason., 2009
A new ranking procedure by incomplete pairwise comparisons using preference subsets.
Intell. Data Anal., 2009
2007
Proceedings of the Intelligence in Reliability Engineering: New Metaheuristics, 2007
Int. J. Inf. Technol. Decis. Mak., 2007
Int. J. Approx. Reason., 2007
Intell. Data Anal., 2007
2006
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2006
A method for processing the unreliable expert judgments about parameters of probability distributions.
Eur. J. Oper. Res., 2006
Ranking procedures by pairwise comparison using random sets and the imprecise Dirichlet model.
Appl. Math. Comput., 2006
2005
Computing System Reliability Given IntervalValued Characteristics of the Components.
Reliab. Comput., 2005
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2005
Int. J. Gen. Syst., 2005
Extensions of belief functions and possibility distributions by using the imprecise Dirichlet model.
Fuzzy Sets Syst., 2005
Comments on the paper "A behavioural model for vague probability assessments" by Gert de Cooman.
Fuzzy Sets Syst., 2005
Powerful algorithms for decision making under partial prior information and general ambiguity attitudes.
Proceedings of the ISIPTA '05, 2005
2004
A new efficient algorithm for computing the imprecise reliability of monotone systems.
Reliab. Eng. Syst. Saf., 2004
An approach to combining unreliable pieces of evidence and their propagation in a system response analysis.
Reliab. Eng. Syst. Saf., 2004
Eur. J. Oper. Res., 2004
Reliability models of <i>m</i>outof<i>n</i> systems under incomplete information.
Comput. Oper. Res., 2004
2003
A secondorder uncertainty model for calculation of the interval system reliability.
Reliab. Eng. Syst. Saf., 2003
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2003
Proceedings of the ISIPTA '03, 2003
A SecondOrder Uncertainty Model of Independent Random Variables: An Example of the StressStrength Reliability.
Proceedings of the ISIPTA '03, 2003
2002
Reliab. Comput., 2002
Int. J. Gen. Syst., 2002
2001
Proceedings of the ISIPTA '01, 2001
Proceedings of the ISIPTA '01, 2001
1999
Knowl. Inf. Syst., 1999
Proceedings of the ISIPTA '99, Proceedings of the First International Symposium on Imprecise Probabilities and Their Applications, held at the Conference Center "Het Pand" of the Universiteit Gent, Ghent, Belgium, 29 June, 1999
1998
Steadystate reliability of repairable systems by combined probability and possibility assumptions.
Fuzzy Sets Syst., 1998
1996
A general formal approach for fuzzy reliability analysis in the possibility context.
Fuzzy Sets Syst., 1996