Gleb Beliakov

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 93

Top Venues

Inf. Sci.

Fuzzy Sets Syst.

Int. J. Intell. Syst.

FUZZ-IEEE

Publications

Juan Baz, Mikel Ferrero-Jaurrieta, Irene Díaz, Susana Montes, Gleb Beliakov, Humberto Bustince
Probabilistic study of Induced Ordered Linear Fusion Operators for time series forecasting. Inf. Fusion 103 (2024)
LeSheng Jin, Zhen-Song Chen, Witold Pedrycz, Tapan Senapati, Boris Yatsalo, Radko Mesiar, Gleb Beliakov, Luis Martínez
Aggregation of Basic Uncertain Information With Two-Step Aggregation Frame. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Jianzhang Wu, Xue Zhang, Gleb Beliakov
Axiomatic representations for nonadditivity and nonmodularity indices: describing interactions of fuzzy measures. J. Intell. Fuzzy Syst. 46 (1) (2024)
Gleb Beliakov, Simon James, Jian-Zhang Wu, Marek Gagolewski
A Tractable Approach to Fitting the Choquet Integral for Explainable Prediction and Analysis. FUZZ (2024)
Gleb Beliakov, Jianzhang Wu, Weiping Ding
Representation, optimization and generation of fuzzy measures. Inf. Fusion 106 (2024)
Jianzhang Wu, Gleb Beliakov, Simon James, Marek Gagolewski
Random generation of linearly constrained fuzzy measures and domain coverage performance evaluation. Inf. Sci. 659 (2024)
Gleb Beliakov, Jianzhang Wu
An Efficient Algorithm for Sampling Fuzzy Measures. IEEE Trans. Fuzzy Syst. 32 (7) (2024)
Gleb Beliakov, Jianzhang Wu
Discrete Choquet Integral Optimization With Positive and Negative Interactions. IEEE Trans. Fuzzy Syst. 32 (3) (2024)
Xue Zhang, Fusen Guo, Tao Chen, Lei Pan, Gleb Beliakov, Jianzhang Wu
A Brief Survey of Machine Learning and Deep Learning Techniques for E-Commerce Research. J. Theor. Appl. Electron. Commer. Res. 18 (4) (2023)
Marek Gagolewski, Anna Cena, Simon James, Gleb Beliakov
Hierarchical Clustering with OWA-based Linkages, the Lance-Williams Formula, and Dendrogram Inversions. CoRR (2023)
Marek Gagolewski, Anna Cena, Simon James, Gleb Beliakov
Hierarchical clustering with OWA-based linkages, the Lance-Williams formula, and dendrogram inversions. Fuzzy Sets Syst. 473 (2023)
Juan Zhao, Tianrui Zong, Yong Xiang, Guang Hua, Xinyu Lei, Longxiang Gao, Gleb Beliakov
Frequency Spectrum Modification Process-Based Anti-Collusion Mechanism for Audio Signals. IEEE Trans. Cybern. 53 (9) (2023)
Tim Wilkin, Gleb Beliakov
Robust aggregation of compositional and interval-valued data: The mode on the unit simplex. Fuzzy Sets Syst. 446 (2022)
Gleb Beliakov, Marek Gagolewski, Simon James
Hierarchical data fusion processes involving the Möbius representation of capacities. Fuzzy Sets Syst. 433 (2022)
Gleb Beliakov, Dmitry V. Divakov
Aggregation with dependencies: Capacities and fuzzy integrals. Fuzzy Sets Syst. 446 (2022)
Gleb Beliakov, Francisco Javier Cabrerizo, Enrique Herrera-Viedma, Jian-Zhang Wu
Random generation of k-interactive capacities. Fuzzy Sets Syst. 430 (2022)
Gleb Beliakov, Enrique de Amo, Juan Fernández-Sánchez, Manuel Úbeda-Flores
Best-possible bounds on the set of copulas with a given value of Spearman's footrule. Fuzzy Sets Syst. 428 (2022)
Gleb Beliakov, Simon James
Choquet integral-based measures of economic welfare and species diversity. Int. J. Intell. Syst. 37 (4) (2022)
Gleb Beliakov, Marek Gagolewski, Simon James
Reduction of variables and constraints in fitting antibuoyant fuzzy measures to data using linear programming. Fuzzy Sets Syst. 451 (2022)
Gleb Beliakov
Knapsack problems with dependencies through non-additive measures and Choquet integral. Eur. J. Oper. Res. 301 (1) (2022)
Gleb Beliakov, Enrique de Amo, Juan Fernández-Sánchez, Manuel Úbeda-Flores
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. 428 (2022)
Gleb Beliakov
On Random Generation of Supermodular Capacities. IEEE Trans. Fuzzy Syst. 30 (1) (2022)
Gleb Beliakov
Optimising non-convex Choquet integrals using DC (difference of convex) algorithm. FUZZ-IEEE (2022)
Gleb Beliakov, Thang Cao, Vicky Mak-Hau
Aggregation of Interacting Criteria in Land Combat Vehicle Selection by Using Fuzzy Measures. IEEE Trans. Fuzzy Syst. 30 (9) (2022)
Jianzhang Wu, Gleb Beliakov
Comprehensive nonmodularity and interaction indices for decision analysis. J. Intell. Fuzzy Syst. 40 (6) (2021)
Gleb Beliakov, Simon James
Choquet integral optimisation with constraints and the buoyancy property for fuzzy measures. Inf. Sci. 578 (2021)
Juan Zhao, Tianrui Zong, Yong Xiang, Longxiang Gao, Wanlei Zhou, Gleb Beliakov
Desynchronization Attacks Resilient Watermarking Method Based on Frequency Singular Value Coefficient Modification. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Maia Angelova, Gleb Beliakov, Anatoli Ivanov, Sergiy Shelyag
Global stability and periodicity in a glucose-insulin regulation model with a single delay. Commun. Nonlinear Sci. Numer. Simul. 95 (2021)
Gleb Beliakov, Jian-Zhang Wu
Learning k-maxitive fuzzy measures from data by mixed integer programming. Fuzzy Sets Syst. 412 (2021)
Gleb Beliakov
On the derivatives of set functions in matrix representation. Inf. Sci. 546 (2021)
Gleb Beliakov, Simon James, Anna Kolesárová, Radko Mesiar
Cardinality-limiting extended pre-aggregation functions. Inf. Fusion 76 (2021)
Gleb Beliakov, Jian-Zhang Wu
Random generation of capacities and its application in comprehensive decision aiding. Inf. Sci. 577 (2021)
Maia Angelova, Gleb Beliakov, Sergiy Shelyag, Ye Zhu
Density estimates on the unit simplex and calculation of the mode of a sample. Int. J. Intell. Syst. 35 (5) (2020)
Li Huang, Jian-Zhang Wu, Gleb Beliakov
Multicriteria correlation preference information (MCCPI) with nonadditivity index for decision aiding. J. Intell. Fuzzy Syst. 39 (3) (2020)
Gleb Beliakov, Marek Gagolewski, Simon James
Robust fitting for the Sugeno integral with respect to general fuzzy measures. Inf. Sci. 514 (2020)
Jian-Zhang Wu, Gleb Beliakov
k-order representative capacity. J. Intell. Fuzzy Syst. 38 (3) (2020)
Juan Zhao, Tianrui Zong, Yong Xiang, Longxiang Gao, Gleb Beliakov
Robust Blockchain-Based Cross-Platform Audio Copyright Protection System Using Content-Based Fingerprint. WISE (2) (2020)
Gleb Beliakov, Jian-Zhang Wu, Dmitry V. Divakov
Towards sophisticated decision models: Nonadditive robust ordinal regression for preference modeling. Knowl. Based Syst. 190 (2020)
Gleb Beliakov, Jian-Zhang Wu
The axiomatic characterisations of non-modularity index. Int. J. Gen. Syst. 49 (7) (2020)
Gleb Beliakov, Jana Spirková, Tomasa Calvo
On the extended set of weights of the OWA functions. Int. J. Gen. Syst. 49 (4) (2020)
Jian-Zhang Wu, Gleb Beliakov
Marginal contribution representation of capacity-based multicriteria decision making. Int. J. Intell. Syst. 35 (3) (2020)
Gleb Beliakov, Dmitry V. Divakov
On representation of fuzzy measures for learning Choquet and Sugeno integrals. Knowl. Based Syst. 189 (2020)
Weiping Ding, Gary G. Yen, Gleb Beliakov, Isaac Triguero, Mahardhika Pratama, Xiangliang Zhang, Hongjun Li
IEEE Access Special Section Editorial: Data Mining and Granular Computing in Big Data and Knowledge Processing. IEEE Access 7 (2019)
Maia Angelova, Gleb Beliakov, Ye Zhu
Density-based clustering using approximate natural neighbours. Appl. Soft Comput. 85 (2019)
Jian-Zhang Wu, Gleb Beliakov
Nonmodularity index for capacity identifying with multiple criteria preference information. Inf. Sci. 492 (2019)
Gleb Beliakov, Marek Gagolewski, Simon James
Aggregation on ordinal scales with the Sugeno integral for biomedical applications. Inf. Sci. 501 (2019)
Marek Gagolewski, Simon James, Gleb Beliakov
Supervised Learning to Aggregate Data With the Sugeno Integral. IEEE Trans. Fuzzy Syst. 27 (4) (2019)
Jana Spirková, Gleb Beliakov, Humberto Bustince, Javier Fernández
Mixture functions and their monotonicity. Inf. Sci. 481 (2019)
Gleb Beliakov, Dmitry V. Divakov
Fitting Sugeno integral for learning fuzzy measures using PAVA isotone regression. Int. J. Intell. Syst. 34 (11) (2019)
Jian-Zhang Wu, Gleb Beliakov
Probabilistic bipartition interaction index of multiple decision criteria associated with the nonadditivity of fuzzy measures. Int. J. Intell. Syst. 34 (2) (2019)
Tim Wilkin, Gleb Beliakov
The Mode of Interval-Valued Data. FUZZ-IEEE (2019)
Juan Zhao, Tianrui Zong, Yong Xiang, Longxiang Gao, Gleb Beliakov
Pre-adjustment Based Anti-collusion Mechanism for Audio Signals. NSS (2019)
Gleb Beliakov, Jian-Zhang Wu
Learning fuzzy measures from data: Simplifications and optimisation strategies. Inf. Sci. 494 (2019)
Jian-Zhang Wu, Gleb Beliakov
-minitive aggregation functions. J. Intell. Fuzzy Syst. 37 (2) (2019)
Rui-Jie Xi, Jianzhang Wu, Gleb Beliakov
Matrix Representation of Capacity-Based Multicriteria Decision Analysis. IEEE Access 7 (2019)
Jian-Zhang Wu, Gleb Beliakov
Nonadditive robust ordinal regression with nonadditivity index and multiple goal linear programming. Int. J. Intell. Syst. 34 (7) (2019)
Gleb Beliakov, Marek Gagolewski, Simon James
Least Median of Squares (LMS) and Least Trimmed Squares (LTS) Fitting for the Weighted Arithmetic Mean. IPMU (2) (2018)
Gleb Beliakov, Gita Das, Huy Quan Vu, Tim Wilkin, Yong Xiang
Fuzzy Connectives for Efficient Image Reduction and Speeding Up Image Analysis. IEEE Access 6 (2018)
Gleb Beliakov, Simon James, Tim Wilkin, Tomasa Calvo
Robustifying OWA Operators for Aggregating Data With Outliers. IEEE Trans. Fuzzy Syst. 26 (4) (2018)
Gleb Beliakov
A new type of fuzzy integrals for decision making based on bivariate symmetric means. Int. J. Intell. Syst. 33 (8) (2018)
Gleb Beliakov, Marek Gagolewski, Simon James, Shannon Pace, Nicola Pastorello, Elodie Thilliez, Rajesh Vasa
Measuring traffic congestion: An approach based on learning weighted inequality, spread and aggregation indices from comparison data. Appl. Soft Comput. 67 (2018)
Jian-Zhang Wu, Gleb Beliakov
Nonadditivity index and capacity identification method in the context of multicriteria decision making. Inf. Sci. 467 (2018)
Gleb Beliakov
Comparing Apples and Oranges: The Weighted OWA Function. Int. J. Intell. Syst. 33 (5) (2018)
Gleb Beliakov, Simon James, Tim Wilkin
Aggregation and consensus for preference relations based on fuzzy partial orders. Fuzzy Optim. Decis. Mak. 16 (4) (2017)
Gleb Beliakov, Tomasa Calvo, Pilar Fuster-Parra
Implicit averaging functions. Inf. Sci. 417 (2017)
Humberto Bustince, Gleb Beliakov, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Radko Mesiar
On the definition of penalty functions in data aggregation. Fuzzy Sets Syst. 323 (2017)
Gleb Beliakov, Daniel Gómez, Simon James, Javier Montero, Juan Tinguaro Rodríguez
Approaches to learning strictly-stable weights for data with missing values. Fuzzy Sets Syst. 325 (2017)
Jozo Dujmovic, Gleb Beliakov
Idempotent Weighted Aggregation Based on Binary Aggregation Trees. Int. J. Intell. Syst. 32 (1) (2017)
Jana Spirková, Gleb Beliakov, Humberto Bustince, Javier Fernández
Directional and Ordered Directional Monotonicity of Mixture Functions. AGOP (2017)
Iynkaran Natgunanathan, Yong Xiang, Guang Hua, Gleb Beliakov, John Yearwood
Patchwork-Based Multilayer Audio Watermarking. IEEE ACM Trans. Audio Speech Lang. Process. 25 (11) (2017)
Tim Wilkin, Gleb Beliakov
Robust image denoising and smoothing with generalised spatial-tonal averages. FUZZ-IEEE (2017)
Gleb Beliakov, Simon James, Tim Wilkin, Tomasa Calvo
Robust OWA-based aggregation for data with outliers. FUZZ-IEEE (2016)
Maciej Bartoszuk, Gleb Beliakov, Marek Gagolewski, Simon James
Fitting Aggregation Functions to Data: Part II - Idempotization. IPMU (2) (2016)
Shaun Bangay, Gleb Beliakov
On the fast Lanczos method for computation of eigenvalues of Hankel matrices using multiprecision arithmetics. Numer. Linear Algebra Appl. 23 (3) (2016)
Gleb Beliakov, Jozo Dujmovic
Extension of bivariate means to weighted means of several arguments by using binary trees. Inf. Sci. 331 (2016)
Gleb Beliakov, Jana Spirková
Weak monotonicity of Lehmer and Gini means. Fuzzy Sets Syst. 299 (2016)
Iynkaran Natgunanathan, Abid Mehmood, Yong Xiang, Gleb Beliakov, John Yearwood
Protection of Privacy in Biometric Data. IEEE Access 4 (2016)
Gleb Beliakov, Andrew Geschke, Simon James, Dale Nimmo
Linear Optimization for Ecological Indices Based on Aggregation Functions. IPMU (2) (2016)
Gleb Beliakov, Marek Gagolewski, Simon James
Penalty-Based and Other Representations of Economic Inequality. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 24 (Supplement-1) (2016)
Ana Pradera, Gleb Beliakov, Humberto Bustince, Bernard De Baets
A review of the relationships between implication, negation and aggregation functions from the point of view of material implication. Inf. Sci. 329 (2016)
Maciej Bartoszuk, Gleb Beliakov, Marek Gagolewski, Simon James
Fitting Aggregation Functions to Data: Part I - Linearization and Regularization. IPMU (2) (2016)
Gleb Beliakov, Simon James
Unifying approaches to consensus across different preference representations. Appl. Soft Comput. 35 (2015)
Gleb Beliakov, Simon James, Dale Nimmo
Using aggregation functions to model human judgements of species diversity. Inf. Sci. 306 (2015)
Daniel Paternain, Javier Fernández, Humberto Bustince Sola, Radko Mesiar, Gleb Beliakov
Construction of image reduction operators using averaging aggregation functions. Fuzzy Sets Syst. 261 (2015)
Gleb Beliakov, Yuri V. Matiyasevich
Approximation of Riemann's Zeta Function by Finite Dirichlet Series: A Multiprecision Numerical Approach. Exp. Math. 24 (2) (2015)
Gleb Beliakov, Tomasa Calvo, Tim Wilkin
On the weak monotonicity of Gini means and other mixture functions. Inf. Sci. 300 (2015)
Alberto Ferrer, Adil M. Bagirov, Gleb Beliakov
Solving DC programs using the cutting angle method. J. Glob. Optim. 61 (1) (2015)
Tim Wilkin, Gleb Beliakov
Weakly Monotonic Averaging Functions. Int. J. Intell. Syst. 30 (2) (2015)
Gleb Beliakov, Simon James, Tim Wilkin
Construction and aggregation of preference relations based on fuzzy partial orders. FUZZ-IEEE (2015)
Gleb Beliakov, Simon James, Daniel Gómez, Juan Tinguaro Rodríguez, Javier Montero
Learning Stable Weights for Data of Varying Dimension. AGOP (2015)
Tianrui Zong, Yong Xiang, Iynkaran Natgunanathan, Song Guo, Wanlei Zhou, Gleb Beliakov
Robust Histogram Shape-Based Method for Image Watermarking. IEEE Trans. Circuits Syst. Video Technol. 25 (5) (2015)
Gleb Beliakov, Gang Li, Huy Quan Vu, Tim Wilkin
Characterizing Compactness of Geometrical Clusters Using Fuzzy Measures. IEEE Trans. Fuzzy Syst. 23 (4) (2015)
Gleb Beliakov, Simon James, Laura Smith, Tim Wilkin
Biased experts and similarity based weights in preferences aggregation. IFSA-EUSFLAT (2015)
Gleb Beliakov, Miguel Pagola, Tim Wilkin
Vector valued similarity measures for Atanassov's intuitionistic fuzzy sets. Inf. Sci. 280 (2014)
Jemal H. Abawajy, Gleb Beliakov, Andrei V. Kelarev, Morshed U. Chowdhury
Iterative Construction of Hierarchical Classifiers for Phishing Website Detection. J. Networks 9 (8) (2014)
Daniel Gómez, Karina Rojas, Javier Montero, Juan Tinguaro Rodríguez, Gleb Beliakov
Consistency and stability in aggregation operators: An application to missing data problems. Int. J. Comput. Intell. Syst. 7 (3) (2014)
Gleb Beliakov, Tim Wilkin
On some properties of weighted averaging with variable weights. Inf. Sci. 281 (2014)
Tim Wilkin, Gleb Beliakov, Tomasa Calvo
Weakly Monotone Averaging Functions. IPMU (3) (2014)
Tim Wilkin, Gleb Beliakov
Weakly monotone averaging functions. CoRR (2014)
Gleb Beliakov, Tomasa Calvo, Simon James
Consensus measures constructed from aggregation functions and fuzzy implications. Knowl. Based Syst. 55 (2014)

Gleb Beliakov.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Gleb Beliakov