Lev V. Utkin
According to our database^{1},
Lev V. Utkin
authored at least 72 papers
between 1996 and 2020.
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Bibliography
2020
An imprecise deep forest for classification.
Expert Syst. Appl., 2020
2019
A deep forest classifier with weights of class probability distribution subsets.
Knowl. Based Syst., 2019
A weighted random survival forest.
Knowl. Based Syst., 2019
An imprecise extension of SVMbased machine learning models.
Neurocomputing, 2019
Discriminative Metric Learning with Deep Forest.
International Journal on Artificial Intelligence Tools, 2019
An explanation method for Siamese neural networks.
CoRR, 2019
Estimation of Personalized Heterogeneous Treatment Effects Using Concatenation and Augmentation of Feature Vectors.
CoRR, 2019
An Adaptive Weighted Deep Forest Classifier.
CoRR, 2019
Imprecise Extensions of Random Forests and Random Survival Forests.
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
A Deep Forest Improvement by Using Weighted Schemes.
Proceedings of the 24th Conference of Open Innovations Association, 2019
Database Acquisition for the Lung Cancer Computer Aided Diagnostic Systems.
Proceedings of the 25th Conference of Open Innovations Association, 2019
2018
A robust weighted SVRbased software reliability growth model.
Reliab. Eng. Syst. Saf., 2018
A Siamese Deep Forest.
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
Interval SVMBased Classification Algorithm Using the Uncertainty Trick.
International Journal on Artificial Intelligence Tools, 2017
Siamese neural network for intelligent information security control in multirobot systems.
Automatic Control and Computer Sciences, 2017
Reliability of repairable reserved systems with failure aftereffect.
Automation and 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.
Automatic Control and Computer Sciences, 2016
2015
Imprecise inference for warranty contract analysis.
Reliab. Eng. Syst. Saf., 2015
A new robust model of oneclass classification by intervalvalued training data using the triangular kernel.
Neural Networks, 2015
Improving overfitting in ensemble regression by imprecise probabilities.
Inf. Sci., 2015
The imprecise Dirichlet model as a basis for a new boosting classification algorithm.
Neurocomputing, 2015
Robust Classifiers Using Imprecise Probability Models and Importance of Classes.
International Journal on Artificial Intelligence Tools, 2015
2014
A framework for imprecise robust oneclass classification models.
Int. J. Machine Learning & Cybernetics, 2014
Robust boosting classification models with local sets of probability distributions.
Knowl. Based Syst., 2014
Imprecise prior knowledge incorporating into oneclass classification.
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
An Imprecise Boostinglike Approach to Classification.
IJPRAI, 2013
Fuzzy decision making using the imprecise Dirichlet model.
IJMOR, 2013
Robust novelty detection in the framework of a contamination neighbourhood.
IJIIDS, 2013
Imprecise Imputation as a Tool for Solving Classification Problems with Mean Values of Unobserved Features.
Adv. Artificial Intellegence, 2013
2012
The DS/AHP Method under Partial Information about Criteria and Alternatives by Several Levels of Criteria.
International Journal of Information Technology and Decision Making, 2012
A machine learning algorithm for classification under extremely scarce information.
IJDATS, 2012
Combining of judgments in imprecise voting multicriteria decision problems.
IJADS, 2012
Fuzzy OneClass Classification Model Using Contamination Neighborhoods.
Adv. Fuzzy Systems, 2012
A Pessimistic Approach for Solving a Multicriteria Decision Making.
Proceedings of the Fourth International Conference on Knowledge and Systems Engineering, 2012
2011
Imprecise Reliability.
Proceedings of the International Encyclopedia of Statistical Science, 2011
2010
Regression analysis using the imprecise Bayesian normal model.
IJDATS, 2010
2009
Computing expectations with continuous pboxes: Univariate case.
Int. J. Approx. Reason., 2009
A new ranking procedure by incomplete pairwise comparisons using preference subsets.
Intell. Data Anal., 2009
2007
Imprecise reliability: An introductory overview.
Proceedings of the Intelligence in Reliability Engineering: New Metaheuristics, 2007
Risk Analysis under Partial Prior Information and Nonmonotone Utility Functions.
International Journal of Information Technology and Decision Making, 2007
Decision making under incomplete data using the imprecise Dirichlet model.
Int. J. Approx. Reason., 2007
Secondorder uncertainty calculations by using the imprecise Dirichlet model.
Intell. Data Anal., 2007
2006
Cautious Analysis of Project Risks by IntervalValued Initial Data.
International Journal of Uncertainty, Fuzziness and KnowledgeBased Systems, 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.
Reliable Computing, 2005
Imprecise secondorder model for a system of independent random variables.
International Journal of Uncertainty, Fuzziness and KnowledgeBased Systems, 2005
Constructing imprecise probability distributions.
Int. J. General Systems, 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
Interval reliability of typical systems with partially known probabilities.
Eur. J. Oper. Res., 2004
Reliability models of moutofn 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
Imprecise SecondOrder Hierarchical Uncertainty Model .
International Journal of Uncertainty, Fuzziness and KnowledgeBased Systems, 2003
Decision Making with Imprecise SecondOrder Probabilities.
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
IntervalValued Finite Markov Chains.
Reliable Computing, 2002
Stressstrength reliability models under incomplete information.
Int. J. General Systems, 2002
2001
Computing the reliability of complex systems.
Proceedings of the ISIPTA '01, 2001
Different faces of the natural extension.
Proceedings of the ISIPTA '01, 2001
1999
Imprecise Reliability of General Structures.
Knowl. Inf. Syst., 1999
Imprecise Reliability Models for the General Lifetime Distribution Classes.
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