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Lev Utkin
Lev Utkin
Peter the Great St.Petersburg Polytechnic University (SPbPU)
Verified email at spbstu.ru - Homepage
Title
Cited by
Cited by
Year
Interval-valued finite Markov chains
IO Kozine, LV Utkin
Reliable computing 8 (2), 97-113, 2002
1682002
Imprecise reliability: an introductory overview
LV Utkin, FPA Coolen
Computational intelligence in reliability engineering: new metaheuristics …, 2007
1362007
A general formal approach for fuzzy reliability analysis in the possibility context
LV Utkin, SV Gurov
Fuzzy sets and systems 83 (2), 203-213, 1996
1171996
A method for processing the unreliable expert judgments about parameters of probability distributions
LV Utkin
European Journal of Operational Research 175 (1), 385-398, 2006
1072006
Interpretable machine learning with an ensemble of gradient boosting machines
AV Konstantinov, LV Utkin
Knowledge-Based Systems 222, 106993, 2021
872021
SurvLIME: A method for explaining machine learning survival models
MS Kovalev, LV Utkin, EM Kasimov
Knowledge-Based Systems 203, 106164, 2020
672020
A siamese deep forest
LV Utkin, MA Ryabinin
Knowledge-Based Systems 139, 13-22, 2018
672018
An imprecise extension of SVM-based machine learning models
LV Utkin
Neurocomputing 331, 18-32, 2019
622019
Fuzzy reliability of repairable systems in the possibility context
LV Utkin
Microelectronics Reliability 34 (12), 1865-1876, 1994
611994
Different faces of the natural extension
LV Utkin, I Kozine
Imprecise Probabilities and Their Applications. Proc. of the 2nd Int …, 2001
542001
Powerful algorithms for decision making under partial prior information and general ambiguity attitudes.
LV Utkin, T Augustin
ISIPTA 5, 349-358, 2005
522005
Interval-valued regression and classification models in the framework of machine learning
LV Utkin, FPA Coolen
ISIPTA 11, 371-380, 2011
502011
A weighted random survival forest
LV Utkin, AV Konstantinov, VS Chukanov, MV Kots, MA Ryabinin, ...
Knowledge-Based Systems 177, 136-144, 2019
482019
A deep forest classifier with weights of class probability distribution subsets
LV Utkin, MS Kovalev, AA Meldo
Knowledge-Based Systems 173, 15-27, 2019
482019
On new cautious structural reliability models in the framework of imprecise probabilities
LV Utkin, I Kozine
Structural Safety 32 (6), 411-416, 2010
482010
Decision making under incomplete data using the imprecise Dirichlet model
LV Utkin, T Augustin
International Journal of Approximate Reasoning 44 (3), 322-338, 2007
472007
A framework for imprecise robust one-class classification models
LV Utkin
International Journal of Machine Learning and Cybernetics 5, 379-393, 2014
452014
An approach to combining unreliable pieces of evidence and their propagation in a system response analysis
IO Kozine, LV Utkin
Reliability Engineering & System Safety 85 (1-3), 103-112, 2004
422004
Imprecise reliability of general structures
LV Utkin, SV Gurov
Knowledge and Information Systems 1 (4), 459-480, 1999
421999
New reliability models based on imprecise probabilities
LV Utkin, SV Gurov
Advanced signal processing technology by soft computing, 110-139, 2001
402001
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