Gleb Beliakov
Orcid: 0000-0002-9841-5292Affiliations:
- Deakin University, School of Information Technology, Geelong, Australia
According to our database1,
Gleb Beliakov
authored at least 217 papers
between 1996 and 2025.
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Bibliography
2025
Comput. Appl. Math., February, 2025
2024
Efficient random walks for generating random fuzzy measures in Möbius representation in large universe.
Comput. Appl. Math., December, 2024
IEEE Trans. Fuzzy Syst., July, 2024
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024
IEEE Trans. Fuzzy Syst., March, 2024
Probabilistic study of Induced Ordered Linear Fusion Operators for time series forecasting.
Inf. Fusion, March, 2024
Random generation of linearly constrained fuzzy measures and domain coverage performance evaluation.
Inf. Sci., February, 2024
Axiomatic representations for nonadditivity and nonmodularity indices: describing interactions of fuzzy measures.
J. Intell. Fuzzy Syst., January, 2024
A Tractable Approach to Fitting the Choquet Integral for Explainable Prediction and Analysis.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024
2023
Hierarchical clustering with OWA-based linkages, the Lance-Williams formula, and dendrogram inversions.
Fuzzy Sets Syst., December, 2023
Frequency Spectrum Modification Process-Based Anti-Collusion Mechanism for Audio Signals.
IEEE Trans. Cybern., September, 2023
A Brief Survey of Machine Learning and Deep Learning Techniques for E-Commerce Research.
J. Theor. Appl. Electron. Commer. Res., 2023
2022
Aggregation of Interacting Criteria in Land Combat Vehicle Selection by Using Fuzzy Measures.
IEEE Trans. Fuzzy Syst., 2022
Int. J. Intell. Syst., 2022
Robust aggregation of compositional and interval-valued data: The mode on the unit simplex.
Fuzzy Sets Syst., 2022
Reduction of variables and constraints in fitting antibuoyant fuzzy measures to data using linear programming.
Fuzzy Sets Syst., 2022
Hierarchical data fusion processes involving the Möbius representation of capacities.
Fuzzy Sets Syst., 2022
Fuzzy Sets Syst., 2022
Correction: "Best-possible bounds on the set of copulas with a given value of Spearman's footrule" [Fuzzy Sets Syst. 428 (2022) 138-152].
Fuzzy Sets Syst., 2022
Best-possible bounds on the set of copulas with a given value of Spearman's footrule.
Fuzzy Sets Syst., 2022
Knapsack problems with dependencies through non-additive measures and Choquet integral.
Eur. J. Oper. Res., 2022
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
2021
Desynchronization Attacks Resilient Watermarking Method Based on Frequency Singular Value Coefficient Modification.
IEEE ACM Trans. Audio Speech Lang. Process., 2021
J. Intell. Fuzzy Syst., 2021
Random generation of capacities and its application in comprehensive decision aiding.
Inf. Sci., 2021
Choquet integral optimisation with constraints and the buoyancy property for fuzzy measures.
Inf. Sci., 2021
Fuzzy Sets Syst., 2021
Global stability and periodicity in a glucose-insulin regulation model with a single delay.
Commun. Nonlinear Sci. Numer. Simul., 2021
2020
Studies in Fuzziness and Soft Computing 382, Springer, ISBN: 978-3-030-15304-5, 2020
Towards sophisticated decision models: Nonadditive robust ordinal regression for preference modeling.
Knowl. Based Syst., 2020
Knowl. Based Syst., 2020
Multicriteria correlation preference information (MCCPI) with nonadditivity index for decision aiding.
J. Intell. Fuzzy Syst., 2020
Inf. Sci., 2020
Marginal contribution representation of capacity-based multicriteria decision making.
Int. J. Intell. Syst., 2020
Int. J. Intell. Syst., 2020
Robust Blockchain-Based Cross-Platform Audio Copyright Protection System Using Content-Based Fingerprint.
Proceedings of the Web Information Systems Engineering - WISE 2020, 2020
2019
IEEE Trans. Fuzzy Syst., 2019
J. Intell. Fuzzy Syst., 2019
Nonmodularity index for capacity identifying with multiple criteria preference information.
Inf. Sci., 2019
Inf. Sci., 2019
Inf. Sci., 2019
Nonadditive robust ordinal regression with nonadditivity index and multiple goal linear programming.
Int. J. Intell. Syst., 2019
Probabilistic bipartition interaction index of multiple decision criteria associated with the nonadditivity of fuzzy measures.
Int. J. Intell. Syst., 2019
Int. J. Intell. Syst., 2019
Appl. Soft Comput., 2019
IEEE Access, 2019
IEEE Access Special Section Editorial: Data Mining and Granular Computing in Big Data and Knowledge Processing.
IEEE Access, 2019
Proceedings of the Network and System Security - 13th International Conference, 2019
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
2018
IEEE Trans. Fuzzy Syst., 2018
Nonadditivity index and capacity identification method in the context of multicriteria decision making.
Inf. Sci., 2018
A new type of fuzzy integrals for decision making based on bivariate symmetric means.
Int. J. Intell. Syst., 2018
Measuring traffic congestion: An approach based on learning weighted inequality, spread and aggregation indices from comparison data.
Appl. Soft Comput., 2018
IEEE Access, 2018
Least Median of Squares (LMS) and Least Trimmed Squares (LTS) Fitting for the Weighted Arithmetic Mean.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018
2017
IEEE ACM Trans. Audio Speech Lang. Process., 2017
Int. J. Intell. Syst., 2017
Fuzzy Sets Syst., 2017
Fuzzy Optim. Decis. Mak., 2017
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
Proceedings of the Aggregation Functions in Theory and in Practice, 2017
2016
Studies in Fuzziness and Soft Computing 329, Springer, ISBN: 978-3-319-24753-3, 2016
On the fast Lanczos method for computation of eigenvalues of Hankel matrices using multiprecision arithmetics.
Numer. Linear Algebra Appl., 2016
A review of the relationships between implication, negation and aggregation functions from the point of view of material implication.
Inf. Sci., 2016
Extension of bivariate means to weighted means of several arguments by using binary trees.
Inf. Sci., 2016
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2016
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
2015
Proceedings of the Recommender Systems Handbook, 2015
IEEE Trans. Fuzzy Syst., 2015
IEEE Trans. Circuits Syst. Video Technol., 2015
Inf. Sci., 2015
Fuzzy Sets Syst., 2015
Approximation of Riemann's Zeta Function by Finite Dirichlet Series: A Multiprecision Numerical Approach.
Exp. Math., 2015
Appl. Soft Comput., 2015
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
Biased experts and similarity based weights in preferences aggregation.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015
Learning Stable Weights for Data of Varying Dimension.
Proceedings of the 8th International Summer School on Aggregation Operators (AGOP 2015), 2015
2014
J. Multiple Valued Log. Soft Comput., 2014
Knowl. Based Syst., 2014
Knowl. Based Syst., 2014
J. Networks, 2014
Inf. Sci., 2014
Consensus in multi-expert decision making problems using penalty functions defined over a Cartesian product of lattices.
Inf. Fusion, 2014
Consistency and stability in aggregation operators: An application to missing data problems.
Int. J. Comput. Intell. Syst., 2014
On fast matrix-vector multiplication with a Hankel matrix in multiprecision arithmetics.
CoRR, 2014
Proceedings of the Modeling Decisions for Artificial Intelligence, 2014
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Averaging aggregation functions for preferences expressed as Pythagorean membership grades and fuzzy orthopairs.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
2013
Optim. Methods Softw., 2013
Uncertainties with Atanassov's intuitionistic fuzzy sets: Fuzziness and lack of knowledge.
Inf. Sci., 2013
On extending generalized Bonferroni means to Atanassov orthopairs in decision making contexts.
Fuzzy Sets Syst., 2013
Generalization of the weighted voting method using penalty functions constructed via faithful restricted dissimilarity functions.
Eur. J. Oper. Res., 2013
Efficient implementation of Bailey and Borwein pseudo-random number generator based on normal numbers.
Comput. Phys. Commun., 2013
A Parallel Algorithm for Calculation of Large Determinants with High Accuracy for GPUs and MPI clusters.
CoRR, 2013
An efficient implementation of Bailey and Borwein's algorithm for parallel random number generation on graphics processing units.
Computing, 2013
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013
Proceedings of the FUZZ-IEEE 2013, 2013
On the use of restricted dissimilarity and dissimilarity-like functions for defining penalty functions.
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013
Image Reduction Operators as Aggregation Functions: Fuzzy Transform and Undersampling.
Proceedings of the Aggregation Functions in Theory and in Practise, 2013
2012
IEEE Trans. Syst. Man Cybern. Part C, 2012
IEEE Trans. Image Process., 2012
Aggregation for Atanassov's Intuitionistic and Interval Valued Fuzzy Sets: The Median Operator.
IEEE Trans. Fuzzy Syst., 2012
Pattern Recognit. Lett., 2012
Application of Rank Correlation, Clustering and Classification in Information Security.
J. Networks, 2012
Computing of high breakdown regression estimators without sorting on graphics processing units.
Computing, 2012
Using Linear Programming for Weights Identification of Generalized Bonferroni Means in R.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2012
Proceedings of the Advances in Computational Intelligence, 2012
A fuzzy decision support method for customer preferences analysis based on Choquet Integral.
Proceedings of the FUZZ-IEEE 2012, 2012
Proceedings of the FUZZ-IEEE 2012, 2012
2011
Proceedings of the Recent Developments in the Ordered Weighted Averaging Operators: Theory and Practice, 2011
Proceedings of the Consensual Processes, 2011
Proceedings of the Recommender Systems Handbook, 2011
IEEE Trans. Image Process., 2011
IEEE Trans. Fuzzy Syst., 2011
Parallel calculation of the median and order statistics on GPUs with application to robust regression
CoRR, 2011
Proceedings of the 2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2011
Representing images by means of interval-valued fuzzy sets. Application to stereo matching.
Proceedings of the 2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2011
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011
Proceedings of the Eurofuse 2011, 2011
Proceedings of the Eurofuse 2011, 2011
2010
Proceedings of the Fuzzy Optimization - Recent Advances and Applications, 2010
J. Glob. Optim., 2010
Fuzzy Sets Syst., 2010
Proceedings of the 5th IEEE International Conference on Intelligent Systems, 2010
Proceedings of the Trends in Applied Intelligent Systems, 2010
Proceedings of the FUZZ-IEEE 2010, 2010
2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
IEEE Trans. Fuzzy Syst., 2009
Fuzzy Sets Syst., 2009
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009
2008
Proceedings of the Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2008
Proceedings of the Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2008
Proceedings of the FUZZ-IEEE 2008, 2008
Proceedings of the FUZZ-IEEE 2008, 2008
Proceedings of the FUZZ-IEEE 2008, 2008
2007
IEEE Trans. Fuzzy Syst., 2007
IEEE Trans. Fuzzy Syst., 2007
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2007
Eur. J. Oper. Res., 2007
Proceedings of the New Dimensions in Fuzzy Logic and Related Technologies. Proceedings of the 5th EUSFLAT Conference, 2007
Proceedings of the New Dimensions in Fuzzy Logic and Related Technologies. Proceedings of the 5th EUSFLAT Conference, 2007
Studies in Fuzziness and Soft Computing 221, Springer, ISBN: 978-3-540-73720-9, 2007
2006
2005
ACM Trans. Model. Comput. Simul., 2005
Comput. Phys. Commun., 2005
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005
Fuzzy C-Means Density based Clustering using Data Induced Metric.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005
Identification of General Aggregation Operators by Lipschitz Approximation.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005
2004
Optim. Methods Softw., 2004
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2004
Appl. Math. Comput., 2004
2003
A New Method for Locating the Global Optimum: Application of the Cutting Angle Method to Molecular Structure Prediction.
Proceedings of the Computational Science - ICCS 2003, 2003
Parallelization of the Discrete Gradient Method of Non-smooth Optimization and Its Applications.
Proceedings of the Computational Science - ICCS 2003, 2003
2002
J. Glob. Optim., 2002
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2002
2001
IEEE Trans. Fuzzy Syst., 2001
Mixed-initiative Decision Support for Care Planning Based on Clinical Practice Guidelines.
J. Decis. Syst., 2001
Shape preserving splines in constructing WOWA operators: Comment on paper by V. Torra in Fuzzy Sets and Systems 113 (2000) 389-396.
Fuzzy Sets Syst., 2001
Global Optimisation of Neural Networks Using a Deterministic Hybrid Approach.
Proceedings of the Hybrid Information Systems, 2001
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001
2000
Fuzzy Sets Syst., 2000
Proceedings of the PRICAI 2000, Topics in Artificial Intelligence, 6th Pacific Rim International Conference on Artificial Intelligence, Melbourne, Australia, August 28, 2000
Proceedings of the 33rd Annual Hawaii International Conference on System Sciences (HICSS-33), 2000
1999
Proceedings of the 32nd Annual Hawaii International Conference on System Sciences (HICSS-32), 1999
1996
Artif. Intell. Medicine, 1996