· Utkin L.V. (2015): The imprecise Dirichlet model as a basis for a new boosting
classification algorithm. *Neurocomputing*, 2015, Vol. 151, Pp.1374-1383. DOI:
10.1016/j.neucom.2014.10.053 (A version similar to the published paper can be downloaded.)

· Utkin L.V., Chekh
A.I. (2015): A new robust model of one-class classification by interval-valued
training data using the triangular kernel. *Neural
Networks*, 2015, 69, 99-110. DOI: 10.1016/j.neunet.2015.05.004 (A version
similar to the published paper can be downloaded.)

· Utkin L.V., Wiencierz
A. (2015): Improving over-fitting in ensemble regression by imprecise
probabilities. *Information Sciences*,
2015, 317, 315-328. DOI: 10.1016/j.ins.2015.04.037 (A version similar to the
published paper can be downloaded.)

· Utkin L.V., Coolen
F.P.A., Gurov S.V. (2015): Imprecise inference for
warranty contract analysis. *Reliability
Engineering and System Safety*, 2015, 138, 31-39. DOI:
10.1016/j.ress.2015.01.011 (A version similar to the published paper can be downloaded.)

· Utkin L.V., Coolen
F.P.A. (2015): Imprecise
individual risk models of insurance. *Journal
of Uncertain Systems*, 2015, 9, 198-214

· Utkin L.V., Zhuk Y.A.
(2015): Robust classifiers using imprecise probability models and importance of
classes. *International Journal on
Artificial Intelligence Tools*, 2015, 24, 1-28. DOI: DOI:
10.1142/S0218213015500086 (A version similar to the published paper can be downloaded.)

· Gurov S.V., Utkin
L.V. (2015): Reliability analysis of load-sharing m-out-of-n systems with arbitrary
load and different probability distributions of time to failure. *International Journal of Reliability and
Safety*, 2015, 9, 21-35. DOI: 10.1504/IJRS.2015.071569 (A version similar to
the published paper can be downloaded.)

· Gurov S.V., Utkin
L.V. (2015): An inverse problem of the load-sharing system reliability
analysis: Constructing the load function. *Proceedings
of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability.
*2015, 229, 16-25*. *DOI:10.1177/1748006X14545636. (A version similar to the
published paper can be downloaded.)

· Utkin L.V., Chekh
A.I., Zhuk Y.A. (2015): Classification SVM
algorithms with interval-valued training data using triangular and Epanechnikov kernels. *9th International Symposium on Imprecise Probability: Theories and
Applications, *Pescara, Italy, SIPTA,
2015, 295-303

· Utkin L.V., Zhuk Y.A.
(2014): Robust boosting classification models with local sets of probability
distributions // *Knowledge-Based Systems*.
– 2014. - Vol. 61, No. 7. Pp. 59-75. DOI: 10.1016/j.knosys.2014.02.007 (A
version similar to the published paper can be downloaded.)

· Utkin L.V., Zhuk
Y.A. (2014): Imprecise prior knowledge incorporating into one-class
classification. *Knowledge
and Information Systems*. 2014, - Vol. 41, Pp. 53-76. DOI: 10.1007/s10115-013-0661-7
(A version similar to the published paper can be downloaded.)

· Utkin L.V. (2014): A framework
for imprecise robust one-class classification models. *International Journal of Machine Learning
and Cybernetics*. 2014. - Vol. 5, No. 3. Pp. 379-393. DOI:
10.1007/s13042-012-0140-6. DOI: 10.1007/s13042-012-0140-6 (A version similar to
the published paper can be downloaded.)

· Utkin L.V., Zhuk
Y.A., Chekh A.I. (2014): A robust one-class
classification model with interval-valued data based on belief functions and
minimax strategy // *Machine Learning and
Data Mining in Pattern Recognition, Lecture Notes in Computer Science*, Vol.
8556 Springer, 2014, Pp. 107-118. DOI: 10.1007/978-3-319-08979-9_9 (A version
similar to the published paper can be downloaded.)

· Utkin L.V., Coolen
F.P.A. (2014): Classification with support vector machines and
Kolmogorov-Smirnov bounds. *Journal of Statistical Theory and Practice*. 2014. –
Vol. 8, No. 2. Pp. 297-318. DOI: 10.1080/15598608.2013.788985. (A version
similar to the published paper can be downloaded.)

· Utkin L.V. (2014): Reducing the Pareto
optimal set in MCDM using imprecise probabilities. *International Journal of Operational
Research*. 2014, - Vol. 19, Pp. 21-39. DOI: 10.1504/IJOR.2014.057840
(A version similar to the published paper can be downloaded.)

· Gurov S.V., Utkin L.V. (2014): A continuous
extension of a load-share reliability model based on a condition of the
residual lifetime conservation. *European
Journal of Industrial Engineering*. 2014, - Vol. 8. pp. 349-365. DOI: 10.1504/EJIE.2014.060995 (A version
similar to the published paper can be downloaded.)

· Coolen F. &
Utkin L.V.
(2014): Reliability and Risk. In: *Introduction to Imprecise Probabilities*. Augustin, T.; Coolen,
F.; de Cooman, G. & Troffaes,
M. (Eds.) Wiley, 2014, pp. 305-317

· Utkin L.V. (2013): An imprecise
boosting-like approach to classification. *International Journal of Pattern Recognition
and Artificial Intelligence*. 2013, 27, 1-24. DOI:
10.1142/S0218001413510051 (A version similar to the published paper can be downloaded.)

· Utkin L.V.,
Wiencierz A. (2013): An
imprecise boosting-like approach to regression. *Proceedings of the Eighth International Symposium on Imprecise
Probability: Theories and Applications, ISIPTA '13*, Compiegne, France,
2013, Pp. 345-354.

· Utkin L.V., Zhuk Y.A.
(2013): An imprecise imputation approach to classification problems with mean
values of unobserved features. *Advances in Artificial Intelligence*. 2013, 2013, 1-12. DOI:
10.1155/2013/176890 (A version similar to the published paper can be downloaded.)

· Utkin L.V., Zhuk Y.A.
(2013): Robust novelty detection in the framework of a contamination
neighborhood. *International
Journal of Intelligent Information and Database Systems*. 2013, -
Vol. 7, Pp. 205-224 DOI: 10.1504/IJIIDS.2013.053830 (A version similar to the
published paper can be downloaded.)

· Utkin L.V., Zhuk Y.A.
(2013): Fuzzy decision making using the imprecise Dirichlet
model. *International
Journal of Mathematics in Operational Research*. Vol. 5, pp. 74-90.
(A version similar to the published paper can be downloaded.)

· Utkin L.V. and Gurov
S.V. (2012): Load-share reliability models with the piecewise constant load. *International Journal of
Reliability and Safety*. Vol.
6, pp. 338-353. DOI: 10.1504/IJRS.2012.049599 (A version similar to the
published paper can be downloaded.)

· Utkin L.V. (2012): Fuzzy one-class
classification model using contamination neighborhoods. *Advances in Fuzzy Systems*. Vol.
2012, pp. 1-10. DOI: 10.1155/2012/984325

· Utkin L.V., Zhuk Y.A.
(2012): Combining of judgments in imprecise voting multi-criteria decision
problems. *International Journal of
Applied Decision Sciences, *Vol. 5, pp. 199-214. (A version similar to the
published paper can be downloaded.)

· Utkin L.V., Zhuk Y.A.
(2012): A machine learning algorithm for classification under extremely scarce
information. *International Journal of
Data Analysis Techniques and Strategies*, Vol. 4, pp. 115-133. (A version
similar to the published paper can be downloaded.)

· Utkin L.V., Simanova
N.V. (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*, Vol. 11, pp.
307-326. (A version similar to the published paper can be downloaded.)

*Proc. of the Seventh Int. Symposium on
Imprecise Probabilities: Theories and Applications, ISIPTA'11*. pp. 371-380 SIPTA.

· Coolen, F.P.A., Utkin
L.V. (2011): On reliability growth models using Kolmogorov-Smirnov bounds. *International Journal of Performability
Engineering*, Vol. 7, pp. 5-19. (A version similar to the published paper
can be downloaded.)

*International
Encyclopedia of Statistical Science*, Springer Berlin Heidelberg, pp.
649-650.

· Utkin L.V., Zatenko
S.I. and Coolen F.P.A. (2010): New interval Bayesian
models for software reliability based on non-homogeneous Poisson processes. *Automation and Remote Control*, Vol.
71, pp. 935-944

*Structural
Safety*, Vol. 32, pp.
411-416.

· Utkin L.V. (2010): Regression analysis
using the imprecise Bayesian normal model. *International
Journal of Data Analysis Techniques and Strategies*, Vol. 2, pp. 356-372. DOI: 10.1504/IJDATS.2010.037477

· Utkin L.V., Zatenko
S.I. and Coolen F.P.A. (2009): Combining
imprecise Bayesian and maximum likelihood estimation for reliability growth
models. In: Th. Augustin, F.P.A. Coolen, S. Moral
and M.C.M. Troffaes: Proc. of the Sixth Int.
Symposium on Imprecise Probabilities: Theories and Applications, ISIPTA'09. pp.
421-430 SIPTA.

*Intelligent Data Analysis*
**13**(2) pp. 229-

*International Journal of Approximate Reasoning*. 50(5) 778-798. (A version similar to the
published paper can be downloaded.)

*Journal of Uncertain Systems* Vol. **2**(4) pp. 255-266.

· Utkin L.V. (2007): Risk analysis under
partial prior information and non-monotone utility functions, *International
Journal of Information Technology and Decision Making*. 6(4) 625-647. (A
version similar to the published paper can be downloaded.)

*International Journal of Approximate
Reasoning*. 44(3), 322-338. (A version similar to the published paper can be
downloaded.)

*Intelligent Data Analysis*. 11(3), 225
– 244. (A version similar to the published paper can be downloaded.)

· Utkin L.V. (2006): Ranking procedures by pairwise comparison
using random sets and the imprecise Dirichlet model, *Applied Mathematics and Computation*. 183(1), 394-408. (A version
similar to the published paper can be downloaded.)

*International
Journal of Uncertainty, Fuzziness and Knowledge-Based Systems*. 14(6).

· Utkin L.V. (2006): Cautious reliability
analysis of multi-state and continuum-state systems based on the imprecise Dirichlet model, *International
Journal of Reliability, Quality and Safety Engineering*. 13(5), 433-453. (A
version similar to the published paper can be downloaded.)

· Utkin L.V. (2006): A method for
processing the unreliable expert judgments about parameters of probability
distributions, *European Journal of Operational Research*.
175(1), 385-398. (A version
similar to the published paper can be downloaded.)

· Utkin L.V. (2005): Extensions of belief
functions and possibility distributions by using the imprecise Dirichlet model, *Fuzzy sets and Systems*.
154(3), 413-431. (A version similar to the paper can be downloaded.)

· Utkin L.V. and Augustin Th. (2005) Decision making under
incomplete data using the imprecise Dirichlet model,
Proc. of the 4th Int. Symposium on Imprecise Probabilities and Their
Applications, ISIPTA'05, July, 2005,Pittsburg, USA.

*Risk,
Decision and Policy*. 9(4), 391-400. (A version similar to the published
paper can be downloaded.)

· Utkin L.V. (2004): Reliability models of
m-out-of-n systems under incomplete information, *Computers & Operations Research*. 31(10), 1565-1767. (A version
similar to the published paper can be downloaded.)

*Reliability Engineering and System Safety*.
86(3), 179-190. (A version similar to the published paper can be downloaded.)

· Utkin L.V. (2004): Interval reliability
of typical systems with partially known probabilities, *European Journal of Operational Research*. 153(3), 790-802.

· Utkin L.V. (2004): An uncertainty
model of the stress-strength reliability with imprecise parameters of
probability distributions. *Zeitschrift
für Angewandte Mathematik und Mechanik (Applied Mathematics
and Mechanics).* 84(10-11), 688-699. (A version
similar to the published paper can be downloaded.)

· Kozine,
I.O. and Utkin L.V. (2003): Variety of judgements
admitted in imprecise statistical reasoning, *Risk, Decision and Policy*. 8, 111-120.

· Utkin L.V. (2003): A second-order
uncertainty model for the calculation of the interval system reliability, *Reliability
Engineering and System Safety*. 79(3), 341-351.

· Utkin L.V. (2003): Imprecise
second-order hierarchical uncertainty model, *International Journal of
Uncertainty, Fuzziness and Knowledge-Based Systems*. 11(3), 301-317.

· Utkin L.V. (2003): Imprecise
reliability of cold standby systems, *International Journal of Quality and
Reliability Management*. 20(6), 722-739. (A version similar to the published
paper can be downloaded.)

· Utkin L.V. and Augustin Th. (2003): Decision making
with imprecise second-order probabilities. *The 3-rd International
Symposium on Imprecise Probabilities and Their Applications*, July,

· Utkin L.V. (2003): A second-order
uncertainty model of independent random variables: An example of the
stress-strength reliability. *The 3-rd International Symposium on
Imprecise Probabilities and Their Applications*, July,

· Utkin L.V. and Kozine
I.O. (2002): Stress-strength reliability models under incomplete
information, *International Journal of General Systems.31(*6), 549-568.

· Utkin L.V. and Gurov
S.V. (2002): Imprecise reliability for some new lifetime distribution
classes, *Int. Journal of Statistical Planning and Inference*. 105(1),215-232.

· Utkin L.V. and Gurov
S.V. (2001): New reliability models based on imprecise
probabilities. Chapter 6. Edited book: *Advanced
Signal Processing Technology by Soft Computing*. World Scientific, 110-139.

· Utkin L.V. and Shubinsky
I.B. (2000): *Unconventional Methods of the
Information System Reliability Assessment*.

· Utkin V.S. and Utkin L.V.(2000): *Reliability
Analysis of Structural Units*. School-book. 2^{nd}Edition.

· Gurov
S.V., Utkin L.V. and Shubinsky
I.B. (2000): Timing analysis of a fault-tolerant technique subject to hardware
failures. *Int. Journal of Reliability, Quality and Safety Engineering*,
7(3), 153-165.

· Gurov
S.V. and Utkin L.V.(1999): *Reliability of Systems under Incomplete Information*.

*Knowledge and Information Systems*. 1, 459-480.

· Utkin L.V. and Gurov S.V. (1998):
Steady-state reliability of repairable systems by combined probability and
possibility assumptions. *Fuzzy Sets and Systems*.
97, 193-202.