Gleb Beliakov

226 papers B 23C 3Misc 2Journal 152Unranked 32
YearRankTypeTitle / Venue / Authors
2026 — book
Choquet Capacities and Fuzzy Integrals - In cooperation with the Association Computability in Europe
Gleb Beliakov, Simon James, Jianzhang Wu
2026 J jnl
Efficient online generation of fuzzy measures via aggregation functions.
Inf. Fusion
Xabier Gonzalez-Garcia, L'ubomíra Horanská, Gleb Beliakov, Humberto Bustince
2025 J jnl
A Fuzzy Measure and Choquet Integral-Based Approach in the Predictive Knowledge-Based Systems: Application to the Electricity Demand Forecasting.
IEEE Trans. Fuzzy Syst.
M. Rostam Niakan Kalhori, Gleb Beliakov
2025 J jnl
Efficient methods for verifying monotonicity of 2-additive fuzzy measures.
Comput. Appl. Math.
Gleb Beliakov, Chaquen Beliakov Amaya
2025 J jnl
Multiobjective optimization by using cutting angle methods and hypervolume criterion.
Optim. Methods Softw.
Gleb Beliakov, Longxiang Gao, Yong Xiang, Wanlei Zhou
2025 J jnl
Uniform random fuzzy measures.
Fuzzy Sets Syst.
Juan Baz, Gleb Beliakov, Irene Díaz, Susana Montes
2024 — conf
A Tractable Approach to Fitting the Choquet Integral for Explainable Prediction and Analysis.
FUZZ
Gleb Beliakov, Simon James, Jian-Zhang Wu, Marek Gagolewski
2024 J jnl
Aggregation of Basic Uncertain Information With Two-Step Aggregation Frame.
IEEE Trans. Emerg. Top. Comput. Intell.
Lesheng Jin, Zhen-Song Chen, Witold Pedrycz, Tapan Senapati, Boris Yatsalo, Radko Mesiar, Gleb Beliakov, Luis Martínez
2024 J jnl
An Efficient Algorithm for Sampling Fuzzy Measures.
IEEE Trans. Fuzzy Syst.
Gleb Beliakov, Jianzhang Wu
2024 J jnl
Axiomatic representations for nonadditivity and nonmodularity indices: describing interactions of fuzzy measures.
J. Intell. Fuzzy Syst.
Jianzhang Wu, Xue Zhang, Gleb Beliakov
2024 J jnl
Discrete Choquet Integral Optimization With Positive and Negative Interactions.
IEEE Trans. Fuzzy Syst.
Gleb Beliakov, Jianzhang Wu
2024 J jnl
Efficient Monotonicity and Convexity Checks for Randomly Sampled Fuzzy Measures.
IEEE Trans. Fuzzy Syst.
Gleb Beliakov, Simon James, Jianzhang Wu
2024 J jnl
Efficient random walks for generating random fuzzy measures in Möbius representation in large universe.
Comput. Appl. Math.
Gleb Beliakov, Juan Baz, Jian-Zhang Wu
2024 J jnl
Probabilistic study of Induced Ordered Linear Fusion Operators for time series forecasting.
Inf. Fusion
Juan Baz, Mikel Ferrero-Jaurrieta, Irene Díaz, Susana Montes, Gleb Beliakov, Humberto Bustince
2024 J jnl
Random generation of linearly constrained fuzzy measures and domain coverage performance evaluation.
Inf. Sci.
Jianzhang Wu, Gleb Beliakov, Simon James, Marek Gagolewski
2024 J jnl
Representation, optimization and generation of fuzzy measures.
Inf. Fusion
Gleb Beliakov, Jianzhang Wu, Weiping Ding
2023 J jnl
A Brief Survey of Machine Learning and Deep Learning Techniques for E-Commerce Research.
J. Theor. Appl. Electron. Commer. Res.
Xue Zhang, Fusen Guo, Tao Chen, Lei Pan, Gleb Beliakov, Jianzhang Wu
2023 J jnl
Frequency Spectrum Modification Process-Based Anti-Collusion Mechanism for Audio Signals.
IEEE Trans. Cybern.
Juan Zhao, Tianrui Zong, Yong Xiang, Guang Hua, Xinyu Lei, Longxiang Gao, Gleb Beliakov
2023 J jnl
Hierarchical Clustering with OWA-based Linkages, the Lance-Williams Formula, and Dendrogram Inversions.
CoRR
Marek Gagolewski, Anna Cena, Simon James, Gleb Beliakov
2023 J jnl
Hierarchical clustering with OWA-based linkages, the Lance-Williams formula, and dendrogram inversions.
Fuzzy Sets Syst.
Marek Gagolewski, Anna Cena, Simon James, Gleb Beliakov
2022 J jnl
Aggregation of Interacting Criteria in Land Combat Vehicle Selection by Using Fuzzy Measures.
IEEE Trans. Fuzzy Syst.
Gleb Beliakov, Thang Cao, Vicky H. Mak-Hau
2022 J jnl
Aggregation with dependencies: Capacities and fuzzy integrals.
Fuzzy Sets Syst.
Gleb Beliakov, Dmitry V. Divakov
2022 J jnl
Best-possible bounds on the set of copulas with a given value of Spearman's footrule.
Fuzzy Sets Syst.
Gleb Beliakov, Enrique de Amo, Juan Fernández-Sánchez, Manuel Úbeda-Flores
2022 J jnl
Choquet integral-based measures of economic welfare and species diversity.
Int. J. Intell. Syst.
Gleb Beliakov, Simon James
2022 J jnl
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.
Gleb Beliakov, Enrique de Amo, Juan Fernández-Sánchez, Manuel Úbeda-Flores
2022 J jnl
Hierarchical data fusion processes involving the Möbius representation of capacities.
Fuzzy Sets Syst.
Gleb Beliakov, Marek Gagolewski, Simon James
2022 J jnl
Knapsack problems with dependencies through non-additive measures and Choquet integral.
Eur. J. Oper. Res.
Gleb Beliakov
2022 J jnl
On Random Generation of Supermodular Capacities.
IEEE Trans. Fuzzy Syst.
Gleb Beliakov
2022 B conf
Optimising non-convex Choquet integrals using DC (difference of convex) algorithm.
FUZZ-IEEE
Gleb Beliakov
2022 J jnl
Random generation of k-interactive capacities.
Fuzzy Sets Syst.
Gleb Beliakov, Francisco Javier Cabrerizo, Enrique Herrera-Viedma, Jian-Zhang Wu
2022 J jnl
Reduction of variables and constraints in fitting antibuoyant fuzzy measures to data using linear programming.
Fuzzy Sets Syst.
Gleb Beliakov, Marek Gagolewski, Simon James
2022 J jnl
Robust aggregation of compositional and interval-valued data: The mode on the unit simplex.
Fuzzy Sets Syst.
Tim Wilkin, Gleb Beliakov
2021 J jnl
Cardinality-limiting extended pre-aggregation functions.
Inf. Fusion
Gleb Beliakov, Simon James, Anna Kolesárová, Radko Mesiar
2021 J jnl
Choquet integral optimisation with constraints and the buoyancy property for fuzzy measures.
Inf. Sci.
Gleb Beliakov, Simon James
2021 J jnl
Comprehensive nonmodularity and interaction indices for decision analysis.
J. Intell. Fuzzy Syst.
Jianzhang Wu, Gleb Beliakov
2021 J jnl
Desynchronization Attacks Resilient Watermarking Method Based on Frequency Singular Value Coefficient Modification.
IEEE ACM Trans. Audio Speech Lang. Process.
Juan Zhao, Tianrui Zong, Yong Xiang, Longxiang Gao, Wanlei Zhou, Gleb Beliakov
2021 J jnl
Global stability and periodicity in a glucose-insulin regulation model with a single delay.
Commun. Nonlinear Sci. Numer. Simul.
Maia Angelova, Gleb Beliakov, Anatoli F. Ivanov, Sergiy Shelyag
2021 J jnl
Learning k-maxitive fuzzy measures from data by mixed integer programming.
Fuzzy Sets Syst.
Gleb Beliakov, Jian-Zhang Wu
2021 J jnl
On the derivatives of set functions in matrix representation.
Inf. Sci.
Gleb Beliakov
2021 J jnl
Random generation of capacities and its application in comprehensive decision aiding.
Inf. Sci.
Gleb Beliakov, Jian-Zhang Wu
2020 J jnl
Density estimates on the unit simplex and calculation of the mode of a sample.
Int. J. Intell. Syst.
Maia Angelova, Gleb Beliakov, Sergiy Shelyag, Ye Zhu
2020 — book
Discrete Fuzzy Measures - Computational Aspects
Gleb Beliakov, Simon James, Jian-Zhang Wu
2020 J jnl
Marginal contribution representation of capacity-based multicriteria decision making.
Int. J. Intell. Syst.
Jian-Zhang Wu, Gleb Beliakov
2020 J jnl
Multicriteria correlation preference information (MCCPI) with nonadditivity index for decision aiding.
J. Intell. Fuzzy Syst.
Li Huang, Jian-Zhang Wu, Gleb Beliakov
2020 J jnl
On representation of fuzzy measures for learning Choquet and Sugeno integrals.
Knowl. Based Syst.
Gleb Beliakov, Dmitry V. Divakov
2020 J jnl
On the extended set of weights of the OWA functions.
Int. J. Gen. Syst.
Gleb Beliakov, Jana Spirková, Tomasa Calvo
2020 — conf
Robust Blockchain-Based Cross-Platform Audio Copyright Protection System Using Content-Based Fingerprint.
WISE (2)
Juan Zhao, Tianrui Zong, Yong Xiang, Longxiang Gao, Gleb Beliakov
2020 J jnl
Robust fitting for the Sugeno integral with respect to general fuzzy measures.
Inf. Sci.
Gleb Beliakov, Marek Gagolewski, Simon James
2020 J jnl
The axiomatic characterisations of non-modularity index.
Int. J. Gen. Syst.
Gleb Beliakov, Jian-Zhang Wu
2020 J jnl
Towards sophisticated decision models: Nonadditive robust ordinal regression for preference modeling.
Knowl. Based Syst.
Gleb Beliakov, Jian-Zhang Wu, Dmitry V. Divakov
2020 J jnl
k-order representative capacity.
J. Intell. Fuzzy Syst.
Jian-Zhang Wu, Gleb Beliakov
2019 J jnl
Aggregation on ordinal scales with the Sugeno integral for biomedical applications.
Inf. Sci.
Gleb Beliakov, Marek Gagolewski, Simon James
2019 J jnl
Density-based clustering using approximate natural neighbours.
Appl. Soft Comput.
Maia Angelova, Gleb Beliakov, Ye Zhu
2019 J jnl
Fitting Sugeno integral for learning fuzzy measures using PAVA isotone regression.
Int. J. Intell. Syst.
Gleb Beliakov, Dmitry V. Divakov
2019 J jnl
IEEE Access Special Section Editorial: Data Mining and Granular Computing in Big Data and Knowledge Processing.
IEEE Access
Weiping Ding, Gary G. Yen, Gleb Beliakov, Isaac Triguero, Mahardhika Pratama, Xiangliang Zhang, Hongjun Li
2019 J jnl
Learning fuzzy measures from data: Simplifications and optimisation strategies.
Inf. Sci.
Gleb Beliakov, Jian-Zhang Wu
2019 J jnl
Matrix Representation of Capacity-Based Multicriteria Decision Analysis.
IEEE Access
Rui-Jie Xi, Jianzhang Wu, Gleb Beliakov
2019 J jnl
Mixture functions and their monotonicity.
Inf. Sci.
Jana Spirková, Gleb Beliakov, Humberto Bustince, Javier Fernández
2019 J jnl
Nonadditive robust ordinal regression with nonadditivity index and multiple goal linear programming.
Int. J. Intell. Syst.
Jian-Zhang Wu, Gleb Beliakov
2019 J jnl
Nonmodularity index for capacity identifying with multiple criteria preference information.
Inf. Sci.
Jian-Zhang Wu, Gleb Beliakov
2019 B conf
Pre-adjustment Based Anti-collusion Mechanism for Audio Signals.
NSS
Juan Zhao, Tianrui Zong, Yong Xiang, Longxiang Gao, Gleb Beliakov
2019 J jnl
Probabilistic bipartition interaction index of multiple decision criteria associated with the nonadditivity of fuzzy measures.
Int. J. Intell. Syst.
Jian-Zhang Wu, Gleb Beliakov
2019 J jnl
Supervised Learning to Aggregate Data With the Sugeno Integral.
IEEE Trans. Fuzzy Syst.
Marek Gagolewski, Simon James, Gleb Beliakov
2019 B conf
The Mode of Interval-Valued Data.
FUZZ-IEEE
Tim Wilkin, Gleb Beliakov
2018 J jnl
A new type of fuzzy integrals for decision making based on bivariate symmetric means.
Int. J. Intell. Syst.
Gleb Beliakov
2018 J jnl
Comparing Apples and Oranges: The Weighted OWA Function.
Int. J. Intell. Syst.
Gleb Beliakov
2018 J jnl
Fuzzy Connectives for Efficient Image Reduction and Speeding Up Image Analysis.
IEEE Access
Gleb Beliakov, Gita Das, Huy Quan Vu, Tim Wilkin, Yong Xiang
2018 — conf
Least Median of Squares (LMS) and Least Trimmed Squares (LTS) Fitting for the Weighted Arithmetic Mean.
IPMU (2)
Gleb Beliakov, Marek Gagolewski, Simon James
2018 J jnl
Measuring traffic congestion: An approach based on learning weighted inequality, spread and aggregation indices from comparison data.
Appl. Soft Comput.
Gleb Beliakov, Marek Gagolewski, Simon James, Shannon Pace, Nicola Pastorello, Elodie Thilliez, Rajesh Vasa
2018 J jnl
Nonadditivity index and capacity identification method in the context of multicriteria decision making.
Inf. Sci.
Jian-Zhang Wu, Gleb Beliakov
2018 J jnl
Robustifying OWA Operators for Aggregating Data With Outliers.
IEEE Trans. Fuzzy Syst.
Gleb Beliakov, Simon James, Tim Wilkin, Tomasa Calvo
2017 J jnl
Aggregation and consensus for preference relations based on fuzzy partial orders.
Fuzzy Optim. Decis. Mak.
Gleb Beliakov, Simon James, Tim Wilkin
2017 J jnl
Approaches to learning strictly-stable weights for data with missing values.
Fuzzy Sets Syst.
Gleb Beliakov, Daniel Gómez, Simon James, Javier Montero, Juan Tinguaro Rodríguez
2017 — conf
Directional and Ordered Directional Monotonicity of Mixture Functions.
AGOP
Jana Spirková, Gleb Beliakov, Humberto Bustince, Javier Fernández
2017 — book
Granular, Soft and Fuzzy Approaches for Intelligent Systems - Dedicated to Professor Ronald R. Yager
Granular, Soft and Fuzzy Approaches for Intelligent Systems
Janusz Kacprzyk, Dimitar P. Filev, Gleb Beliakov
2017 J jnl
Idempotent Weighted Aggregation Based on Binary Aggregation Trees.
Int. J. Intell. Syst.
Jozo Dujmovic, Gleb Beliakov
2017 J jnl
Implicit averaging functions.
Inf. Sci.
Gleb Beliakov, Tomasa Calvo, Pilar Fuster-Parra
2017 J jnl
On the definition of penalty functions in data aggregation.
Fuzzy Sets Syst.
Humberto Bustince, Gleb Beliakov, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Radko Mesiar
2017 J jnl
Patchwork-Based Multilayer Audio Watermarking.
IEEE ACM Trans. Audio Speech Lang. Process.
Iynkaran Natgunanathan, Yong Xiang, Guang Hua, Gleb Beliakov, John Yearwood
2017 B conf
Robust image denoising and smoothing with generalised spatial-tonal averages.
FUZZ-IEEE
Tim Wilkin, Gleb Beliakov
2016 — book
A Practical Guide to Averaging Functions
Gleb Beliakov, Humberto Bustince Sola, Tomasa Calvo
2016 J jnl
A review of the relationships between implication, negation and aggregation functions from the point of view of material implication.
Inf. Sci.
Ana Pradera, Gleb Beliakov, Humberto Bustince, Bernard De Baets
2016 J jnl
Extension of bivariate means to weighted means of several arguments by using binary trees.
Inf. Sci.
Gleb Beliakov, Jozo Dujmovic
2016 — conf
Fitting Aggregation Functions to Data: Part I - Linearization and Regularization.
IPMU (2)
Maciej Bartoszuk, Gleb Beliakov, Marek Gagolewski, Simon James
2016 — conf
Fitting Aggregation Functions to Data: Part II - Idempotization.
IPMU (2)
Maciej Bartoszuk, Gleb Beliakov, Marek Gagolewski, Simon James
2016 — conf
Linear Optimization for Ecological Indices Based on Aggregation Functions.
IPMU (2)
Gleb Beliakov, Andrew Geschke, Simon James, Dale Nimmo
2016 J jnl
On the fast Lanczos method for computation of eigenvalues of Hankel matrices using multiprecision arithmetics.
Numer. Linear Algebra Appl.
Shaun Bangay, Gleb Beliakov
2016 J jnl
Penalty-Based and Other Representations of Economic Inequality.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Gleb Beliakov, Marek Gagolewski, Simon James
2016 J jnl
Protection of Privacy in Biometric Data.
IEEE Access
Iynkaran Natgunanathan, Abid Mehmood, Yong Xiang, Gleb Beliakov, John Yearwood
2016 B conf
Robust OWA-based aggregation for data with outliers.
FUZZ-IEEE
Gleb Beliakov, Simon James, Tim Wilkin, Tomasa Calvo
2016 J jnl
Weak monotonicity of Lehmer and Gini means.
Fuzzy Sets Syst.
Gleb Beliakov, Jana Spirková
2015 — ch.
Aggregation Functions for Recommender Systems.
Recommender Systems Handbook
Gleb Beliakov, Tomasa Calvo, Simon James
2015 J jnl
Approximation of Riemann's Zeta Function by Finite Dirichlet Series: A Multiprecision Numerical Approach.
Exp. Math.
Gleb Beliakov, Yuri V. Matiyasevich
2015 — conf
Biased experts and similarity based weights in preferences aggregation.
IFSA-EUSFLAT
Gleb Beliakov, Simon James, Laura Smith, Tim Wilkin
2015 J jnl
Characterizing Compactness of Geometrical Clusters Using Fuzzy Measures.
IEEE Trans. Fuzzy Syst.
Gleb Beliakov, Gang Li, Huy Quan Vu, Tim Wilkin
2015 B conf
Construction and aggregation of preference relations based on fuzzy partial orders.
FUZZ-IEEE
Gleb Beliakov, Simon James, Tim Wilkin
2015 J jnl
Construction of image reduction operators using averaging aggregation functions.
Fuzzy Sets Syst.
Daniel Paternain, Javier Fernández, Humberto Bustince Sola, Radko Mesiar, Gleb Beliakov
2015 — conf
Learning Stable Weights for Data of Varying Dimension.
AGOP
Gleb Beliakov, Simon James, Daniel Gómez, Juan Tinguaro Rodríguez, Javier Montero
2015 J jnl
On the weak monotonicity of Gini means and other mixture functions.
Inf. Sci.
Gleb Beliakov, Tomasa Calvo, Tim Wilkin
2015 J jnl
Robust Histogram Shape-Based Method for Image Watermarking.
IEEE Trans. Circuits Syst. Video Technol.
Tianrui Zong, Yong Xiang, Iynkaran Natgunanathan, Song Guo, Wanlei Zhou, Gleb Beliakov
2015 J jnl
Solving DC programs using the cutting angle method.
J. Glob. Optim.
Alberto Ferrer, Adil M. Bagirov, Gleb Beliakov
2015 J jnl
Unifying approaches to consensus across different preference representations.
Appl. Soft Comput.
Gleb Beliakov, Simon James
2015 J jnl
Using aggregation functions to model human judgements of species diversity.
Inf. Sci.
Gleb Beliakov, Simon James, Dale Nimmo
2015 J jnl
Weakly Monotonic Averaging Functions.
Int. J. Intell. Syst.
Tim Wilkin, Gleb Beliakov
2014 J jnl
A penalty-based aggregation operator for non-convex intervals.
Knowl. Based Syst.
Gleb Beliakov, Simon James
2014 B conf
Averaging aggregation functions for preferences expressed as Pythagorean membership grades and fuzzy orthopairs.
FUZZ-IEEE
Gleb Beliakov, Simon James
2014 B conf
Can indices of ecological evenness be used to measure consensus?
FUZZ-IEEE
Gleb Beliakov, Simon James, Dale Nimmo
2014 J jnl
Consensus in multi-expert decision making problems using penalty functions defined over a Cartesian product of lattices.
Inf. Fusion
Humberto Bustince Sola, Edurne Barrenechea Tartas, Tomasa Calvo, Simon James, Gleb Beliakov
2014 J jnl
Consensus measures constructed from aggregation functions and fuzzy implications.
Knowl. Based Syst.
Gleb Beliakov, Tomasa Calvo, Simon James
2014 J jnl
Consistency and stability in aggregation operators: An application to missing data problems.
Int. J. Comput. Intell. Syst.
Daniel Gómez, Karina Rojas, Javier Montero, Juan Tinguaro Rodríguez, Gleb Beliakov
2014 B conf
Fuzzy measures of pixel cluster compactness.
FUZZ-IEEE
Gleb Beliakov, Gang Li, Huy Quan Vu, Tim Wilkin
2014 J jnl
Iterative Construction of Hierarchical Classifiers for Phishing Website Detection.
J. Networks
Jemal H. Abawajy, Gleb Beliakov, Andrei V. Kelarev, Morshed U. Chowdhury
2014 J jnl
On fast matrix-vector multiplication with a Hankel matrix in multiprecision arithmetics.
CoRR
Gleb Beliakov
2014 J jnl
On some properties of weighted averaging with variable weights.
Inf. Sci.
Gleb Beliakov, Tim Wilkin
2014 B conf
Single-Preference Consensus Measures Based on Models of Ecological Evenness.
MDAI
Gleb Beliakov, Simon James, Laura Smith
2014 J jnl
Strong Fuzzy Subsethood Measures and Strong Equalities Via Implication Functions.
J. Multiple Valued Log. Soft Comput.
Daniel Paternain, Humberto Bustince, Javier Fernández, José Antonio Sanz, Michal Baczynski, Gleb Beliakov, Radko Mesiar
2014 J jnl
Three types of monotonicity of averaging functions.
Knowl. Based Syst.
Gleb Beliakov, Tomasa Calvo, Tim Wilkin
2014 J jnl
Vector valued similarity measures for Atanassov's intuitionistic fuzzy sets.
Inf. Sci.
Gleb Beliakov, Miguel Pagola, Tim Wilkin
2014 — conf
Weakly Monotone Averaging Functions.
IPMU (3)
Tim Wilkin, Gleb Beliakov, Tomasa Calvo
2014 J jnl
Weakly monotone averaging functions.
CoRR
Tim Wilkin, Gleb Beliakov
2013 B conf
A Generalization of the Bonferroni Mean based on partitions.
FUZZ-IEEE
Gleb Beliakov, Simon James, Radko Mesiar
2013 J jnl
A Parallel Algorithm for Calculation of Large Determinants with High Accuracy for GPUs and MPI clusters.
CoRR
Gleb Beliakov, Yuri V. Matiyasevich
2013 — conf
Aggregating fuzzy implications to measure group consensus.
IFSA/NAFIPS
Gleb Beliakov, Simon James, Tomasa Calvo
2013 J jnl
An efficient implementation of Bailey and Borwein's algorithm for parallel random number generation on graphics processing units.
Computing
Gleb Beliakov, Michael Johnstone, Douglas C. Creighton, Tim Wilkin
2013 J jnl
Efficient implementation of Bailey and Borwein pseudo-random number generator based on normal numbers.
Comput. Phys. Commun.
Gleb Beliakov, Douglas C. Creighton, Michael Johnstone, Tim Wilkin
2013 J jnl
Generalization of the weighted voting method using penalty functions constructed via faithful restricted dissimilarity functions.
Eur. J. Oper. Res.
Humberto Bustince Sola, Aranzazu Jurio, Ana Pradera, Radko Mesiar, Gleb Beliakov
2013 J jnl
Global non-smooth optimization in robust multivariate regression.
Optim. Methods Softw.
Gleb Beliakov, Andrei V. Kelarev
2013 — conf
Image Reduction Operators as Aggregation Functions: Fuzzy Transform and Undersampling.
AGOP
Daniel Paternain, Aranzazu Jurio, Radko Mesiar, Gleb Beliakov, Humberto Bustince
2013 — conf
Learning aggregation weights from 3-tuple comparison sets.
IFSA/NAFIPS
Gleb Beliakov, Simon James, Dale Nimmo
2013 J jnl
On extending generalized Bonferroni means to Atanassov orthopairs in decision making contexts.
Fuzzy Sets Syst.
Gleb Beliakov, Simon James
2013 — conf
On the use of restricted dissimilarity and dissimilarity-like functions for defining penalty functions.
EUSFLAT Conf.
Gleb Beliakov, Humberto Bustince, Javier Fernández, Radko Mesiar, Ana Pradera
2013 J jnl
Stability of weighted penalty-based aggregation functions.
Fuzzy Sets Syst.
Gleb Beliakov, Simon James
2013 J jnl
Uncertainties with Atanassov's intuitionistic fuzzy sets: Fuzziness and lack of knowledge.
Inf. Sci.
Nikhil R. Pal, Humberto Bustince Sola, Miguel Pagola, U. K. Mukherjee, D. P. Goswami, Gleb Beliakov
2012 J jnl
A class of fuzzy multisets with a fixed number of memberships.
Inf. Sci.
Benjamín R. C. Bedregal, Gleb Beliakov, Humberto Bustince Sola, Tomasa Calvo, Radko Mesiar, Daniel Paternain
2012 B conf
A fuzzy decision support method for customer preferences analysis based on Choquet Integral.
FUZZ-IEEE
Huy Quan Vu, Gang Li, Gleb Beliakov
2012 J jnl
Aggregation for Atanassov's Intuitionistic and Interval Valued Fuzzy Sets: The Median Operator.
IEEE Trans. Fuzzy Syst.
Gleb Beliakov, Humberto Bustince Sola, Simon James, Tomasa Calvo, Javier Fernández
2012 J jnl
Aggregation functions and contradictory information.
Fuzzy Sets Syst.
Ana Pradera, Gleb Beliakov, Humberto Bustince Sola
2012 J jnl
Application of Rank Correlation, Clustering and Classification in Information Security.
J. Networks
Gleb Beliakov, John Yearwood, Andrei V. Kelarev
2012 B conf
Color image reduction by minimizing penalty functions.
FUZZ-IEEE
Daniel Paternain, Aranzazu Jurio, Gleb Beliakov
2012 J jnl
Computing of high breakdown regression estimators without sorting on graphics processing units.
Computing
Gleb Beliakov, Michael Johnstone, Saeid Nahavandi
2012 B conf
Defining Bonferroni means over lattices.
FUZZ-IEEE
Gleb Beliakov, Simon James
2012 J jnl
Image Reduction Using Means on Discrete Product Lattices.
IEEE Trans. Image Process.
Gleb Beliakov, Humberto Bustince Sola, Daniel Paternain
2012 J jnl
Improving the speed and stability of the k-nearest neighbors method.
Pattern Recognit. Lett.
Gleb Beliakov, Gang Li
2012 J jnl
K-Complex Detection Using a Hybrid-Synergic Machine Learning Method.
IEEE Trans. Syst. Man Cybern. Part C
Huy Quan Vu, Gang Li, Nadezda Sukhorukova, Gleb Beliakov, Shaowu Liu, Carole Philippe, Hélène Amiel, Adrien Ugon
2012 — conf
Negations Generated by Bounded Lattices t-Norms.
IPMU (3)
Benjamín R. C. Bedregal, Gleb Beliakov, Humberto Bustince Sola, Javier Fernández, Ana Pradera, Renata Hax Sander Reiser
2012 J jnl
Parallel random variates generator for GPUs based on normal numbers
CoRR
Gleb Beliakov, Michael Johnstone, Douglas C. Creighton, Tim Wilkin
2012 B conf
Using Linear Programming for Weights Identification of Generalized Bonferroni Means in R.
MDAI
Gleb Beliakov, Simon James
2011 — conf
A Characterization Theorem for t-Representable n-Dimensional Triangular Norms.
Eurofuse
Benjamín R. C. Bedregal, Gleb Beliakov, Humberto Bustince, Tomasa Calvo, Javier Fernández, Radko Mesiar
2011 — conf
A construction method of interval-valued Fuzzy Sets for image processing.
T2FUZZ
Aranzazu Jurio, Daniel Paternain, Carlos Lopez-Molina, Humberto Bustince, Radko Mesiar, Gleb Beliakov
2011 — ch.
Aggregation of Preferences in Recommender Systems.
Recommender Systems Handbook
Gleb Beliakov, Tomasa Calvo, Simon James
2011 C conf
Brain MRI thresholding using incomparability and overlap functions.
ISDA
Daniel Paternain, Miguel Pagola, Javier Fernández, Radko Mesiar, Gleb Beliakov, Humberto Bustince Sola
2011 J jnl
Citation-based journal ranks: The use of fuzzy measures.
Fuzzy Sets Syst.
Gleb Beliakov, Simon James
2011 — conf
Color Image Magnification with Interval-Valued Fuzzy Sets.
Eurofuse
Aranzazu Jurio, Miguel Pagola, Humberto Bustince, Gleb Beliakov
2011 J jnl
Image Magnification Using Interval Information.
IEEE Trans. Image Process.
Aranzazu Jurio, Miguel Pagola, Radko Mesiar, Gleb Beliakov, Humberto Bustince Sola
2011 — conf
Image Reduction Using Fuzzy Quantifiers.
Eurofuse
Daniel Paternain, Carlos Lopez-Molina, Humberto Bustince, Radko Mesiar, Gleb Beliakov
2011 — ch.
Induced Ordered Weighted Averaging Operators.
Recent Developments in the Ordered Weighted Averaging Operators
Gleb Beliakov, Simon James
2011 J jnl
Interval-Valued Fuzzy Sets Applied to Stereo Matching of Color Images.
IEEE Trans. Image Process.
Mikel Galar, Javier Fernández, Gleb Beliakov, Humberto Bustince Sola
2011 J jnl
Learning Choquet-Integral-Based Metrics for Semisupervised Clustering.
IEEE Trans. Fuzzy Syst.
Gleb Beliakov, Simon James, Gang Li
2011 B conf
Non-monotone averaging aggregation.
FUZZ-IEEE
Gleb Beliakov, Shui Yu, Daniel Paternain
2011 — ch.
On Penalty-Based Aggregation Functions and Consensus.
Consensual Processes
Gleb Beliakov, Tomasa Calvo, Simon James
2011 J jnl
On averaging operators for Atanassov's intuitionistic fuzzy sets.
Inf. Sci.
Gleb Beliakov, Humberto Bustince Sola, D. P. Goswami, U. K. Mukherjee, Nikhil R. Pal
2011 — conf
One Image Reduction Algorithm for RGB Color Images.
EUSFLAT Conf.
Daniel Paternain, Aranzazu Jurio, Miguel Pagola, Humberto Bustince, Gleb Beliakov
2011 J jnl
Parallel calculation of the median and order statistics on GPUs with application to robust regression
CoRR
Gleb Beliakov
2011 — book
Recent Developments in the Ordered Weighted Averaging Operators: Theory and Practice
Ronald R. Yager, Janusz Kacprzyk, Gleb Beliakov
2011 — conf
Representing images by means of interval-valued fuzzy sets. Application to stereo matching.
T2FUZZ
Mikel Galar, Edurne Barrenechea, Javier Fernández, Humberto Bustince, Gleb Beliakov
2011 — conf
Restricted dissimilarity functions and penalty functions.
EUSFLAT Conf.
Humberto Bustince, Javier Fernández, Radko Mesiar, Ana Pradera, Gleb Beliakov
2011 J jnl
Robust artificial neural networks and outlier detection. Technical report
CoRR
Gleb Beliakov, Andrei V. Kelarev, John Yearwood
2011 J jnl
The median and its extensions.
Fuzzy Sets Syst.
Gleb Beliakov, Humberto Bustince Sola, Javier Fernández
2010 — conf
A construction method of Atanassov's intuitionistic fuzzy sets for image processing.
IEEE Conf. of Intelligent Systems
Aranzazu Jurio, Daniel Paternain, Humberto Bustince Sola, Carlos Guerra, Gleb Beliakov
2010 J jnl
Aggregation functions based on penalties.
Fuzzy Sets Syst.
Tomasa Calvo, Gleb Beliakov
2010 J jnl
Bounded lower subdifferentiability optimization techniques: applications.
J. Glob. Optim.
Gleb Beliakov, Alberto Ferrer
2010 J jnl
Generalized Bonferroni mean operators in multi-criteria aggregation.
Fuzzy Sets Syst.
Gleb Beliakov, Simon James, Juliana Mordelová, Tatiana Rückschlossová, Ronald R. Yager
2010 B conf
Image reduction with local reduction operators.
FUZZ-IEEE
Daniel Paternain, Humberto Bustince Sola, Javier Fernández, Gleb Beliakov, Radko Mesiar
2010 J jnl
OWA Operators in Regression Problems.
IEEE Trans. Fuzzy Syst.
Ronald R. Yager, Gleb Beliakov
2010 J jnl
On Lipschitz properties of generated aggregation functions.
Fuzzy Sets Syst.
Gleb Beliakov, Tomasa Calvo, Simon James
2010 C conf
On the Median and Its Extensions.
IPMU
Gleb Beliakov, Humberto Bustince Sola, Javier Fernández
2010 — ch.
Optimization and Aggregation Functions.
Fuzzy Optimization
Gleb Beliakov
2010 — conf
Some Averaging Functions in Image Reduction.
IEA/AIE (3)
Daniel Paternain, Humberto Bustince Sola, Javier Fernández, Gleb Beliakov, Radko Mesiar
2009 J jnl
Construction of aggregation functions from data using linear programming.
Fuzzy Sets Syst.
Gleb Beliakov
2009 J jnl
Construction of k -Lipschitz Triangular Norms and Conorms From Empirical Data.
IEEE Trans. Fuzzy Syst.
Gleb Beliakov, Tomasa Calvo
2009 — ch.
Global Optimization: Cutting Angle Method.
Encyclopedia of Optimization
Adil M. Bagirov, Gleb Beliakov
2009 — conf
Some Results on Lipschitz Quasi-Arithmetic Means.
IFSA/EUSFLAT Conf.
Gleb Beliakov, Tomasa Calvo, Simon James
2008 B conf
Fitting fuzzy measures by linear programming. Programming library fmtools.
FUZZ-IEEE
Gleb Beliakov
2008 — ch.
Identification of Weights in Aggregation Operators.
Fuzzy Sets and Their Extensions: Representation, Aggregation and Models
Tomasa Calvo, Gleb Beliakov
2008 — ch.
Interpolatory Type Construction of General Aggregation Operators.
Fuzzy Sets and Their Extensions: Representation, Aggregation and Models
Gleb Beliakov, Tomasa Calvo
2008 B conf
Texture recognition by using GLCM and various aggregation functions.
FUZZ-IEEE
Gleb Beliakov, Simon James, Luigi Troiano
2008 B conf
Using Choquet integrals for kNN approximation and classification.
FUZZ-IEEE
Gleb Beliakov, Simon James
2007 J jnl
Absorbent tuples of aggregation operators.
Fuzzy Sets Syst.
Gleb Beliakov, Tomasa Calvo, Ana Pradera
2007 — book
Aggregation Functions: A Guide for Practitioners
Gleb Beliakov, Ana Pradera, Tomasa Calvo
2007 J jnl
Challenges of continuous global optimization in molecular structure prediction.
Eur. J. Oper. Res.
Gleb Beliakov, Kieran F. Lim
2007 J jnl
Construction of Aggregation Operators With Noble Reinforcement.
IEEE Trans. Fuzzy Syst.
Gleb Beliakov, Tomasa Calvo
2007 — conf
Construction of Aggregation Operators that Preserve Ordering of the Data.
EUSFLAT Conf. (1)
Gleb Beliakov, Tomasa Calvo
2007 — conf
Fitting ST-OWA Operators to Empirical Data.
EUSFLAT Conf. (1)
Gleb Beliakov, Luigi Troiano
2007 J jnl
Guest Editorial Foreword to the Special Issue on Aggregation Operators.
IEEE Trans. Fuzzy Syst.
Gleb Beliakov, Tomasa Calvo, Radko Mesiar
2007 J jnl
Handling of neutral information by aggregation operators.
Fuzzy Sets Syst.
Gleb Beliakov, Tomasa Calvo, Ana Pradera
2007 J jnl
Pointwise Construction of Lipschitz Aggregation Operators with Specific Properties.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Gleb Beliakov, Tomasa Calvo, Jesús Lázaro
2007 J jnl
Smoothing Lipschitz functions.
Optim. Methods Softw.
Gleb Beliakov
2006 J jnl
Density based fuzzy C.
Eur. J. Oper. Res.
Gleb Beliakov, Matthew King
2005 J jnl
Class library ranlip for multivariate nonuniform random variate generation.
Comput. Phys. Commun.
Gleb Beliakov
2005 — conf
Fuzzy C-Means Density based Clustering using Data Induced Metric.
Artificial Intelligence and Applications
Gleb Beliakov, Matthew King
2005 — conf
Identification of General Aggregation Operators by Lipschitz Approximation.
Artificial Intelligence and Applications
Gleb Beliakov
2005 — conf
Identification of general and double aggregation operators using monotone smoothing.
EUSFLAT Conf.
Gleb Beliakov, Tomasa Calvo
2005 J jnl
Learning Weights in the Generalized OWA Operators.
Fuzzy Optim. Decis. Mak.
Gleb Beliakov
2005 J jnl
Universal nonuniform random vector generator based on acceptance-rejection.
ACM Trans. Model. Comput. Simul.
Gleb Beliakov
2004 J jnl
Cutting angle method - a tool for constrained global optimization.
Optim. Methods Softw.
Gleb Beliakov
2004 J jnl
Fitting Generated Aggregation Operators To Empirical Data.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Gleb Beliakov, Radko Mesiar, Lubica Valásková
2004 J jnl
Least squares splines with free knots: global optimization approach.
Appl. Math. Comput.
Gleb Beliakov
2003 Misc conf
A New Method for Locating the Global Optimum: Application of the Cutting Angle Method to Molecular Structure Prediction.
International Conference on Computational Science
Kieran F. Lim, Gleb Beliakov, Lynn Margaret Batten
2003 J jnl
How to build aggregation operators from data.
Int. J. Intell. Syst.
Gleb Beliakov
2003 Misc conf
Parallelization of the Discrete Gradient Method of Non-smooth Optimization and Its Applications.
International Conference on Computational Science
Gleb Beliakov, J. E. Monsalve Tobon, Adil M. Bagirov
2002 J jnl
Fast Algorithm for the Cutting Angle Method of Global Optimization.
J. Glob. Optim.
Lynn Margaret Batten, Gleb Beliakov
2002 J jnl
Monotone Approximation of Aggregation Operators Using Least Squares Splines.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Gleb Beliakov
2001 J jnl
Appropriate choice of aggregation operators in fuzzy decision support systems.
IEEE Trans. Fuzzy Syst.
Gleb Beliakov, Jim Warren
2001 B conf
Fuzzy Clustering of Non-convex Patterns Using Global Optimisation.
FUZZ-IEEE
Gleb Beliakov
2001 J jnl
Fuzzy logic for decision support in chronic care.
Artif. Intell. Medicine
Gleb Beliakov, James R. Warren
2001 C conf
Global Optimisation of Neural Networks Using a Deterministic Hybrid Approach.
HIS
Gleb Beliakov, Ajith Abraham
2001 B conf
Methods of Construction of OWA Operations From Data.
FUZZ-IEEE
Gleb Beliakov
2001 J jnl
Mixed-initiative Decision Support for Care Planning Based on Clinical Practice Guidelines.
J. Decis. Syst.
Gleb Beliakov, James R. Warren, Joseph T. Noone
2001 J jnl
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.
Gleb Beliakov
2000 J jnl
Definition of general aggregation operators through similarity relations.
Fuzzy Sets Syst.
Gleb Beliakov
2000 — conf
Fuzzy Logic in Clinical Practice Decision Support Systems.
HICSS
James R. Warren, Gleb Beliakov, Berend-Jan van der Zwaag
2000 B conf
Method of Ideal Solution in Fuzzy Set Theory and Multicriteria Decision Making.
PRICAI
Gleb Beliakov
1999 — conf
Chronic Disease Coordinated Care Planning: Flexible, Task-Centered Decision Support.
HICSS
James R. Warren, Gleb Beliakov, Joseph T. Noone, Heath K. Frankel
1996 J jnl
Fuzzy Sets and Membership Functions Based on Probabilities.
Inf. Sci.
Gleb Beliakov
1996 J jnl
Fuzzy gating and the problem of screening.
Artif. Intell. Medicine
G. P. Amata Cruz, Gleb Beliakov
1996 J jnl
On the interpretation of certainty factors in expert systems.
Artif. Intell. Medicine
G. P. Amata Cruz, Gleb Beliakov