default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDGleb Beliakov
Person information
- affiliation: Deakin University, School of Information Technology, Geelong, Australia
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j140]Gleb Beliakov, Juan Baz, Jian-Zhang Wu:
Efficient random walks for generating random fuzzy measures in Möbius representation in large universe. Comput. Appl. Math. 43(8): 430 (2024)- [j139]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: 102093 (2024) - [j138]Gleb Beliakov, Jianzhang Wu, Weiping Ding:
Representation, optimization and generation of fuzzy measures. Inf. Fusion 106: 102295 (2024) - [j137]Jianzhang Wu, Gleb Beliakov, Simon James, Marek Gagolewski:
Random generation of linearly constrained fuzzy measures and domain coverage performance evaluation. Inf. Sci. 659: 120080 (2024) - [j136]Jianzhang Wu, Xue Zhang, Gleb Beliakov:
Axiomatic representations for nonadditivity and nonmodularity indices: describing interactions of fuzzy measures. J. Intell. Fuzzy Syst. 46(1): 1945-1956 (2024) - [j135]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): 1102-1109 (2024) - [j134]Gleb Beliakov, Jianzhang Wu:
Discrete Choquet Integral Optimization With Positive and Negative Interactions. IEEE Trans. Fuzzy Syst. 32(3): 1159-1166 (2024) - [j133]Gleb Beliakov, Jianzhang Wu:
An Efficient Algorithm for Sampling Fuzzy Measures. IEEE Trans. Fuzzy Syst. 32(7): 4205-4208 (2024) - [c60]Gleb Beliakov, Simon James, Jian-Zhang Wu, Marek Gagolewski:
A Tractable Approach to Fitting the Choquet Integral for Explainable Prediction and Analysis. FUZZ 2024: 1-8 - 2023
- [j132]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: 108740 (2023) - [j131]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): 2188-2216 (2023) - [j130]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): 5510-5522 (2023) - [i7]Marek Gagolewski, Anna Cena, Simon James, Gleb Beliakov:
Hierarchical Clustering with OWA-based Linkages, the Lance-Williams Formula, and Dendrogram Inversions. CoRR abs/2303.05683 (2023) - 2022
- [j129]Gleb Beliakov:
Knapsack problems with dependencies through non-additive measures and Choquet integral. Eur. J. Oper. Res. 301(1): 277-286 (2022) - [j128]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: 138-152 (2022) - [j127]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: 153-155 (2022) - [j126]Gleb Beliakov, Francisco Javier Cabrerizo, Enrique Herrera-Viedma, Jian-Zhang Wu:
Random generation of k-interactive capacities. Fuzzy Sets Syst. 430: 48-55 (2022) - [j125]Gleb Beliakov, Marek Gagolewski, Simon James:
Hierarchical data fusion processes involving the Möbius representation of capacities. Fuzzy Sets Syst. 433: 1-21 (2022) - [j124]Tim Wilkin, Gleb Beliakov:
Robust aggregation of compositional and interval-valued data: The mode on the unit simplex. Fuzzy Sets Syst. 446: 124-143 (2022) - [j123]Gleb Beliakov, Dmitry V. Divakov:
Aggregation with dependencies: Capacities and fuzzy integrals. Fuzzy Sets Syst. 446: 222-232 (2022) - [j122]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: 266-284 (2022) - [j121]Gleb Beliakov, Simon James:
Choquet integral-based measures of economic welfare and species diversity. Int. J. Intell. Syst. 37(4): 2849-2867 (2022) - [j120]Gleb Beliakov:
On Random Generation of Supermodular Capacities. IEEE Trans. Fuzzy Syst. 30(1): 293-296 (2022) - [j119]Gleb Beliakov, Thang Cao, Vicky H. Mak-Hau:
Aggregation of Interacting Criteria in Land Combat Vehicle Selection by Using Fuzzy Measures. IEEE Trans. Fuzzy Syst. 30(9): 3979-3989 (2022) - [c59]Gleb Beliakov:
Optimising non-convex Choquet integrals using DC (difference of convex) algorithm. FUZZ-IEEE 2022: 1-6 - 2021
- [j118]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: 105659 (2021) - [j117]Gleb Beliakov, Jian-Zhang Wu:
Learning k-maxitive fuzzy measures from data by mixed integer programming. Fuzzy Sets Syst. 412: 41-52 (2021) - [j116]Gleb Beliakov, Simon James, Anna Kolesárová, Radko Mesiar:
Cardinality-limiting extended pre-aggregation functions. Inf. Fusion 76: 66-74 (2021) - [j115]Gleb Beliakov:
On the derivatives of set functions in matrix representation. Inf. Sci. 546: 469-480 (2021) - [j114]Gleb Beliakov, Jian-Zhang Wu:
Random generation of capacities and its application in comprehensive decision aiding. Inf. Sci. 577: 424-435 (2021) - [j113]Gleb Beliakov, Simon James:
Choquet integral optimisation with constraints and the buoyancy property for fuzzy measures. Inf. Sci. 578: 22-36 (2021) - [j112]Jianzhang Wu, Gleb Beliakov:
Comprehensive nonmodularity and interaction indices for decision analysis. J. Intell. Fuzzy Syst. 40(6): 10671-10685 (2021) - [j111]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: 2282-2295 (2021) - 2020
- [b3]Gleb Beliakov, Simon James, Jian-Zhang Wu:
Discrete Fuzzy Measures - Computational Aspects. Studies in Fuzziness and Soft Computing 382, Springer 2020, ISBN 978-3-030-15304-5, pp. 1-239 - [j110]Gleb Beliakov, Jana Spirková, Tomasa Calvo:
On the extended set of weights of the OWA functions. Int. J. Gen. Syst. 49(4): 355-373 (2020) - [j109]Gleb Beliakov, Jian-Zhang Wu:
The axiomatic characterisations of non-modularity index. Int. J. Gen. Syst. 49(7): 675-688 (2020) - [j108]Jian-Zhang Wu, Gleb Beliakov:
Marginal contribution representation of capacity-based multicriteria decision making. Int. J. Intell. Syst. 35(3): 373-400 (2020) - [j107]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): 850-868 (2020) - [j106]Gleb Beliakov, Marek Gagolewski, Simon James:
Robust fitting for the Sugeno integral with respect to general fuzzy measures. Inf. Sci. 514: 449-461 (2020) - [j105]Jian-Zhang Wu, Gleb Beliakov:
k-order representative capacity. J. Intell. Fuzzy Syst. 38(3): 3105-3115 (2020) - [j104]Li Huang, Jian-Zhang Wu, Gleb Beliakov:
Multicriteria correlation preference information (MCCPI) with nonadditivity index for decision aiding. J. Intell. Fuzzy Syst. 39(3): 3441-3452 (2020) - [j103]Gleb Beliakov, Dmitry V. Divakov:
On representation of fuzzy measures for learning Choquet and Sugeno integrals. Knowl. Based Syst. 189 (2020) - [j102]Gleb Beliakov, Jian-Zhang Wu, Dmitry V. Divakov:
Towards sophisticated decision models: Nonadditive robust ordinal regression for preference modeling. Knowl. Based Syst. 190: 105351 (2020) - [c58]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: 201-212
2010 – 2019
- 2019
- [j101]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: 47682-47686 (2019) - [j100]Rui-Jie Xi, Jianzhang Wu, Gleb Beliakov:
Matrix Representation of Capacity-Based Multicriteria Decision Analysis. IEEE Access 7: 185543-185553 (2019) - [j99]Maia Angelova, Gleb Beliakov, Ye Zhu:
Density-based clustering using approximate natural neighbours. Appl. Soft Comput. 85 (2019) - [j98]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): 247-270 (2019) - [j97]Jian-Zhang Wu, Gleb Beliakov:
Nonadditive robust ordinal regression with nonadditivity index and multiple goal linear programming. Int. J. Intell. Syst. 34(7): 1732-1752 (2019) - [j96]Gleb Beliakov, Dmitry V. Divakov:
Fitting Sugeno integral for learning fuzzy measures using PAVA isotone regression. Int. J. Intell. Syst. 34(11): 2863-2871 (2019) - [j95]Jana Spirková, Gleb Beliakov, Humberto Bustince, Javier Fernández:
Mixture functions and their monotonicity. Inf. Sci. 481: 520-549 (2019) - [j94]Jian-Zhang Wu, Gleb Beliakov:
Nonmodularity index for capacity identifying with multiple criteria preference information. Inf. Sci. 492: 164-180 (2019) - [j93]Gleb Beliakov, Jian-Zhang Wu:
Learning fuzzy measures from data: Simplifications and optimisation strategies. Inf. Sci. 494: 100-113 (2019) - [j92]Gleb Beliakov, Marek Gagolewski, Simon James:
Aggregation on ordinal scales with the Sugeno integral for biomedical applications. Inf. Sci. 501: 377-387 (2019) - [j91]Jian-Zhang Wu, Gleb Beliakov:
k-minitive capacities and k-minitive aggregation functions. J. Intell. Fuzzy Syst. 37(2): 2797-2808 (2019) - [j90]Marek Gagolewski, Simon James, Gleb Beliakov:
Supervised Learning to Aggregate Data With the Sugeno Integral. IEEE Trans. Fuzzy Syst. 27(4): 810-815 (2019) - [c57]Tim Wilkin, Gleb Beliakov:
The Mode of Interval-Valued Data. FUZZ-IEEE 2019: 1-6 - [c56]Juan Zhao, Tianrui Zong, Yong Xiang, Longxiang Gao, Gleb Beliakov:
Pre-adjustment Based Anti-collusion Mechanism for Audio Signals. NSS 2019: 305-319 - 2018
- [j89]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: 68403-68414 (2018) - [j88]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: 910-919 (2018) - [j87]Gleb Beliakov:
Comparing Apples and Oranges: The Weighted OWA Function. Int. J. Intell. Syst. 33(5): 1089-1108 (2018) - [j86]Gleb Beliakov:
A new type of fuzzy integrals for decision making based on bivariate symmetric means. Int. J. Intell. Syst. 33(8): 1660-1671 (2018) - [j85]Jian-Zhang Wu, Gleb Beliakov:
Nonadditivity index and capacity identification method in the context of multicriteria decision making. Inf. Sci. 467: 398-406 (2018) - [j84]Gleb Beliakov, Simon James, Tim Wilkin, Tomasa Calvo:
Robustifying OWA Operators for Aggregating Data With Outliers. IEEE Trans. Fuzzy Syst. 26(4): 1823-1832 (2018) - [c55]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: 367-378 - 2017
- [j83]Gleb Beliakov, Simon James, Tim Wilkin:
Aggregation and consensus for preference relations based on fuzzy partial orders. Fuzzy Optim. Decis. Mak. 16(4): 409-428 (2017) - [j82]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: 1-18 (2017) - [j81]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: 97-113 (2017) - [j80]Jozo Dujmovic, Gleb Beliakov:
Idempotent Weighted Aggregation Based on Binary Aggregation Trees. Int. J. Intell. Syst. 32(1): 31-50 (2017) - [j79]Gleb Beliakov, Tomasa Calvo, Pilar Fuster-Parra:
Implicit averaging functions. Inf. Sci. 417: 96-112 (2017) - [j78]Iynkaran Natgunanathan, Yong Xiang, Guang Hua, Gleb Beliakov, John Yearwood:
Patchwork-Based Multilayer Audio Watermarking. IEEE ACM Trans. Audio Speech Lang. Process. 25(11): 2176-2187 (2017) - [c54]Jana Spirková, Gleb Beliakov, Humberto Bustince, Javier Fernández:
Directional and Ordered Directional Monotonicity of Mixture Functions. AGOP 2017: 96-105 - [c53]Tim Wilkin, Gleb Beliakov:
Robust image denoising and smoothing with generalised spatial-tonal averages. FUZZ-IEEE 2017: 1-7 - [e2]Janusz Kacprzyk, Dimitar P. Filev, Gleb Beliakov:
Granular, Soft and Fuzzy Approaches for Intelligent Systems - Dedicated to Professor Ronald R. Yager. Studies in Fuzziness and Soft Computing 344, 2017, ISBN 978-3-319-40312-0 [contents] - 2016
- [b2]Gleb Beliakov, Humberto Bustince Sola, Tomasa Calvo:
A Practical Guide to Averaging Functions. Studies in Fuzziness and Soft Computing 329, Springer 2016, ISBN 978-3-319-24751-9, pp. 1-345 - [j77]Iynkaran Natgunanathan, Abid Mehmood, Yong Xiang, Gleb Beliakov, John Yearwood:
Protection of Privacy in Biometric Data. IEEE Access 4: 880-892 (2016) - [j76]Gleb Beliakov, Jana Spirková:
Weak monotonicity of Lehmer and Gini means. Fuzzy Sets Syst. 299: 26-40 (2016) - [j75]Gleb Beliakov, Marek Gagolewski, Simon James:
Penalty-Based and Other Representations of Economic Inequality. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 24(Supplement-1): 1-24 (2016) - [j74]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: 357-380 (2016) - [j73]Gleb Beliakov, Jozo Dujmovic:
Extension of bivariate means to weighted means of several arguments by using binary trees. Inf. Sci. 331: 137-147 (2016) - [j72]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): 485-500 (2016) - [c52]Gleb Beliakov, Simon James, Tim Wilkin, Tomasa Calvo:
Robust OWA-based aggregation for data with outliers. FUZZ-IEEE 2016: 1874-1879 - [c51]Gleb Beliakov, Andrew Geschke, Simon James, Dale Nimmo:
Linear Optimization for Ecological Indices Based on Aggregation Functions. IPMU (2) 2016: 411-422 - [c50]Maciej Bartoszuk, Gleb Beliakov, Marek Gagolewski, Simon James:
Fitting Aggregation Functions to Data: Part I - Linearization and Regularization. IPMU (2) 2016: 767-779 - [c49]Maciej Bartoszuk, Gleb Beliakov, Marek Gagolewski, Simon James:
Fitting Aggregation Functions to Data: Part II - Idempotization. IPMU (2) 2016: 780-789 - 2015
- [j71]Gleb Beliakov, Simon James:
Unifying approaches to consensus across different preference representations. Appl. Soft Comput. 35: 888-897 (2015) - [j70]Gleb Beliakov, Yuri V. Matiyasevich:
Approximation of Riemann's Zeta Function by Finite Dirichlet Series: A Multiprecision Numerical Approach. Exp. Math. 24(2): 150-161 (2015) - [j69]Daniel Paternain, Javier Fernández, Humberto Bustince Sola, Radko Mesiar, Gleb Beliakov:
Construction of image reduction operators using averaging aggregation functions. Fuzzy Sets Syst. 261: 87-111 (2015) - [j68]Tim Wilkin, Gleb Beliakov:
Weakly Monotonic Averaging Functions. Int. J. Intell. Syst. 30(2): 144-169 (2015) - [j67]Gleb Beliakov, Tomasa Calvo, Tim Wilkin:
On the weak monotonicity of Gini means and other mixture functions. Inf. Sci. 300: 70-84 (2015) - [j66]Gleb Beliakov, Simon James, Dale Nimmo:
Using aggregation functions to model human judgements of species diversity. Inf. Sci. 306: 21-33 (2015) - [j65]Alberto Ferrer, Adil M. Bagirov, Gleb Beliakov:
Solving DC programs using the cutting angle method. J. Glob. Optim. 61(1): 71-89 (2015) - [j64]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): 717-729 (2015) - [j63]Gleb Beliakov, Gang Li, Huy Quan Vu, Tim Wilkin:
Characterizing Compactness of Geometrical Clusters Using Fuzzy Measures. IEEE Trans. Fuzzy Syst. 23(4): 1030-1043 (2015) - [c48]Gleb Beliakov, Simon James, Daniel Gómez, Juan Tinguaro Rodríguez, Javier Montero:
Learning Stable Weights for Data of Varying Dimension. AGOP 2015: 49-54 - [c47]Gleb Beliakov, Simon James, Laura Smith, Tim Wilkin:
Biased experts and similarity based weights in preferences aggregation. IFSA-EUSFLAT 2015 - [c46]Gleb Beliakov, Simon James, Tim Wilkin:
Construction and aggregation of preference relations based on fuzzy partial orders. FUZZ-IEEE 2015: 1-8 - [r2]Gleb Beliakov, Tomasa Calvo, Simon James:
Aggregation Functions for Recommender Systems. Recommender Systems Handbook 2015: 777-808 - 2014
- [j62]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): 595-604 (2014) - [j61]Humberto Bustince Sola, Edurne Barrenechea Tartas, Tomasa Calvo, Simon James, Gleb Beliakov:
Consensus in multi-expert decision making problems using penalty functions defined over a Cartesian product of lattices. Inf. Fusion 17: 56-64 (2014) - [j60]Gleb Beliakov, Miguel Pagola, Tim Wilkin:
Vector valued similarity measures for Atanassov's intuitionistic fuzzy sets. Inf. Sci. 280: 352-367 (2014) - [j59]Gleb Beliakov, Tim Wilkin:
On some properties of weighted averaging with variable weights. Inf. Sci. 281: 1-7 (2014) - [j58]Jemal H. Abawajy, Gleb Beliakov, Andrei V. Kelarev, Morshed U. Chowdhury:
Iterative Construction of Hierarchical Classifiers for Phishing Website Detection. J. Networks 9(8): 2089-2098 (2014) - [j57]Gleb Beliakov, Tomasa Calvo, Simon James:
Consensus measures constructed from aggregation functions and fuzzy implications. Knowl. Based Syst. 55: 1-8 (2014) - [j56]Gleb Beliakov, Simon James:
A penalty-based aggregation operator for non-convex intervals. Knowl. Based Syst. 70: 335-344 (2014) - [j55]Gleb Beliakov, Tomasa Calvo, Tim Wilkin:
Three types of monotonicity of averaging functions. Knowl. Based Syst. 72: 114-122 (2014) - [j54]Daniel Paternain, Humberto Bustince, Javier Fernández, José Antonio Sanz, Michal Baczynski, Gleb Beliakov, Radko Mesiar:
Strong Fuzzy Subsethood Measures and Strong Equalities Via Implication Functions. J. Multiple Valued Log. Soft Comput. 22(4-6): 347-371 (2014) - [c45]Gleb Beliakov, Simon James, Dale Nimmo:
Can indices of ecological evenness be used to measure consensus? FUZZ-IEEE 2014: 25-32 - [c44]Gleb Beliakov, Simon James:
Averaging aggregation functions for preferences expressed as Pythagorean membership grades and fuzzy orthopairs. FUZZ-IEEE 2014: 298-305 - [c43]Gleb Beliakov, Gang Li, Huy Quan Vu, Tim Wilkin:
Fuzzy measures of pixel cluster compactness. FUZZ-IEEE 2014: 1104-1111 - [c42]Tim Wilkin, Gleb Beliakov, Tomasa Calvo:
Weakly Monotone Averaging Functions. IPMU (3) 2014: 364-373 - [c41]Gleb Beliakov, Simon James, Laura Smith:
Single-Preference Consensus Measures Based on Models of Ecological Evenness. MDAI 2014: 50-59 - [i6]Gleb Beliakov:
On fast matrix-vector multiplication with a Hankel matrix in multiprecision arithmetics. CoRR abs/1402.5287 (2014) - [i5]Tim Wilkin, Gleb Beliakov:
Weakly monotone averaging functions. CoRR abs/1408.0328 (2014) - 2013
- [j53]Gleb Beliakov, Michael Johnstone, Douglas C. Creighton, Tim Wilkin:
An efficient implementation of Bailey and Borwein's algorithm for parallel random number generation on graphics processing units. Computing 95(4): 309-326 (2013) - [j52]Gleb Beliakov, Douglas C. Creighton, Michael Johnstone, Tim Wilkin:
Efficient implementation of Bailey and Borwein pseudo-random number generator based on normal numbers. Comput. Phys. Commun. 184(8): 1999-2004 (2013) - [j51]Humberto Bustince Sola, Aranzazu Jurio, Ana Pradera, Radko Mesiar, Gleb Beliakov:
Generalization of the weighted voting method using penalty functions constructed via faithful restricted dissimilarity functions. Eur. J. Oper. Res. 225(3): 472-478 (2013) - [j50]Gleb Beliakov, Simon James:
On extending generalized Bonferroni means to Atanassov orthopairs in decision making contexts. Fuzzy Sets Syst. 211: 84-98 (2013) - [j49]Gleb Beliakov, Simon James:
Stability of weighted penalty-based aggregation functions. Fuzzy Sets Syst. 226: 1-18 (2013) - [j48]Nikhil R. Pal, Humberto Bustince Sola, Miguel Pagola, U. K. Mukherjee, D. P. Goswami, Gleb Beliakov:
Uncertainties with Atanassov's intuitionistic fuzzy sets: Fuzziness and lack of knowledge. Inf. Sci. 228: 61-74 (2013) - [j47]Gleb Beliakov, Andrei V. Kelarev:
Global non-smooth optimization in robust multivariate regression. Optim. Methods Softw. 28(1): 124-138 (2013) - [c40]Daniel Paternain, Aranzazu Jurio, Radko Mesiar, Gleb Beliakov, Humberto Bustince:
Image Reduction Operators as Aggregation Functions: Fuzzy Transform and Undersampling. AGOP 2013: 405-414 - [c39]Gleb Beliakov, Humberto Bustince, Javier Fernández, Radko Mesiar, Ana Pradera:
On the use of restricted dissimilarity and dissimilarity-like functions for defining penalty functions. EUSFLAT Conf. 2013 - [c38]Gleb Beliakov, Simon James, Radko Mesiar:
A Generalization of the Bonferroni Mean based on partitions. FUZZ-IEEE 2013 - [c37]Gleb Beliakov, Simon James, Tomasa Calvo:
Aggregating fuzzy implications to measure group consensus. IFSA/NAFIPS 2013: 1016-1021 - [c36]Gleb Beliakov, Simon James, Dale Nimmo:
Learning aggregation weights from 3-tuple comparison sets. IFSA/NAFIPS 2013: 1388-1393 - [i4]Gleb Beliakov, Yuri V. Matiyasevich:
A Parallel Algorithm for Calculation of Large Determinants with High Accuracy for GPUs and MPI clusters. CoRR abs/1308.1536 (2013) - 2012
- [j46]Gleb Beliakov, Michael Johnstone, Saeid Nahavandi:
Computing of high breakdown regression estimators without sorting on graphics processing units. Computing 94(5): 433-447 (2012) - [j45]Ana Pradera, Gleb Beliakov, Humberto Bustince Sola:
Aggregation functions and contradictory information. Fuzzy Sets Syst. 191: 41-61 (2012) - [j44]Benjamín R. C. Bedregal, Gleb Beliakov, Humberto Bustince Sola, Tomasa Calvo, Radko Mesiar, Daniel Paternain:
A class of fuzzy multisets with a fixed number of memberships. Inf. Sci. 189: 1-17 (2012) - [j43]Gleb Beliakov, John Yearwood, Andrei V. Kelarev:
Application of Rank Correlation, Clustering and Classification in Information Security. J. Networks 7(6): 935-945 (2012) - [j42]Gleb Beliakov, Gang Li:
Improving the speed and stability of the k-nearest neighbors method. Pattern Recognit. Lett. 33(10): 1296-1301 (2012) - [j41]Gleb Beliakov, Humberto Bustince Sola, Simon James, Tomasa Calvo, Javier Fernández:
Aggregation for Atanassov's Intuitionistic and Interval Valued Fuzzy Sets: The Median Operator. IEEE Trans. Fuzzy Syst. 20(3): 487-498 (2012) - [j40]Gleb Beliakov, Humberto Bustince Sola, Daniel Paternain:
Image Reduction Using Means on Discrete Product Lattices. IEEE Trans. Image Process. 21(3): 1070-1083 (2012) - [j39]Huy Quan Vu, Gang Li, Nadezda Sukhorukova, Gleb Beliakov, Shaowu Liu, Carole Philippe, Hélène Amiel, Adrien Ugon:
K-Complex Detection Using a Hybrid-Synergic Machine Learning Method. IEEE Trans. Syst. Man Cybern. Part C 42(6): 1478-1490 (2012) - [c35]Gleb Beliakov, Simon James:
Defining Bonferroni means over lattices. FUZZ-IEEE 2012: 1-8 - [c34]Daniel Paternain, Aranzazu Jurio, Gleb Beliakov:
Color image reduction by minimizing penalty functions. FUZZ-IEEE 2012: 1-7 - [c33]Huy Quan Vu, Gang Li, Gleb Beliakov:
A fuzzy decision support method for customer preferences analysis based on Choquet Integral. FUZZ-IEEE 2012: 1-8 - [c32]Benjamín R. C. Bedregal, Gleb Beliakov, Humberto Bustince Sola, Javier Fernández, Ana Pradera, Renata Hax Sander Reiser:
Negations Generated by Bounded Lattices t-Norms. IPMU (3) 2012: 326-335 - [c31]Gleb Beliakov, Simon James:
Using Linear Programming for Weights Identification of Generalized Bonferroni Means in R. MDAI 2012: 35-44 - [i3]Gleb Beliakov, Michael Johnstone, Douglas C. Creighton, Tim Wilkin:
Parallel random variates generator for GPUs based on normal numbers. CoRR abs/1206.1187 (2012) - 2011
- [j38]Gleb Beliakov, Simon James:
Citation-based journal ranks: The use of fuzzy measures. Fuzzy Sets Syst. 167(1): 101-119 (2011) - [j37]Gleb Beliakov, Humberto Bustince Sola, Javier Fernández:
The median and its extensions. Fuzzy Sets Syst. 175(1): 36-47 (2011) - [j36]Gleb Beliakov, Humberto Bustince Sola, D. P. Goswami, U. K. Mukherjee, Nikhil R. Pal:
On averaging operators for Atanassov's intuitionistic fuzzy sets. Inf. Sci. 181(6): 1116-1124 (2011) - [j35]Gleb Beliakov, Simon James, Gang Li:
Learning Choquet-Integral-Based Metrics for Semisupervised Clustering. IEEE Trans. Fuzzy Syst. 19(3): 562-574 (2011) - [j34]Mikel Galar, Javier Fernández, Gleb Beliakov, Humberto Bustince Sola:
Interval-Valued Fuzzy Sets Applied to Stereo Matching of Color Images. IEEE Trans. Image Process. 20(7): 1949-1961 (2011) - [j33]Aranzazu Jurio, Miguel Pagola, Radko Mesiar, Gleb Beliakov, Humberto Bustince Sola:
Image Magnification Using Interval Information. IEEE Trans. Image Process. 20(11): 3112-3123 (2011) - [c30]Benjamín R. C. Bedregal, Gleb Beliakov, Humberto Bustince, Tomasa Calvo, Javier Fernández, Radko Mesiar:
A Characterization Theorem for t-Representable n-Dimensional Triangular Norms. Eurofuse 2011: 103-112 - [c29]Aranzazu Jurio, Miguel Pagola, Humberto Bustince, Gleb Beliakov:
Color Image Magnification with Interval-Valued Fuzzy Sets. Eurofuse 2011: 313-324 - [c28]Daniel Paternain, Carlos Lopez-Molina, Humberto Bustince, Radko Mesiar, Gleb Beliakov:
Image Reduction Using Fuzzy Quantifiers. Eurofuse 2011: 351-362 - [c27]Humberto Bustince, Javier Fernández, Radko Mesiar, Ana Pradera, Gleb Beliakov:
Restricted dissimilarity functions and penalty functions. EUSFLAT Conf. 2011: 79-85 - [c26]Daniel Paternain, Aranzazu Jurio, Miguel Pagola, Humberto Bustince, Gleb Beliakov:
One Image Reduction Algorithm for RGB Color Images. EUSFLAT Conf. 2011: 366-371 - [c25]Gleb Beliakov, Shui Yu, Daniel Paternain:
Non-monotone averaging aggregation. FUZZ-IEEE 2011: 2905-2908 - [c24]Daniel Paternain, Miguel Pagola, Javier Fernández, Radko Mesiar, Gleb Beliakov, Humberto Bustince Sola:
Brain MRI thresholding using incomparability and overlap functions. ISDA 2011: 808-812 - [c23]Aranzazu Jurio, Daniel Paternain, Carlos Lopez-Molina, Humberto Bustince, Radko Mesiar, Gleb Beliakov:
A construction method of interval-valued Fuzzy Sets for image processing. T2FUZZ 2011: 16-22 - [c22]Mikel Galar, Edurne Barrenechea, Javier Fernández, Humberto Bustince, Gleb Beliakov:
Representing images by means of interval-valued fuzzy sets. Application to stereo matching. T2FUZZ 2011: 134-141 - [p6]Gleb Beliakov, Tomasa Calvo, Simon James:
Aggregation of Preferences in Recommender Systems. Recommender Systems Handbook 2011: 705-734 - [p5]Gleb Beliakov, Tomasa Calvo, Simon James:
On Penalty-Based Aggregation Functions and Consensus. Consensual Processes 2011: 23-40 - [p4]Gleb Beliakov, Simon James:
Induced Ordered Weighted Averaging Operators. Recent Developments in the Ordered Weighted Averaging Operators 2011: 29-47 - [e1]Ronald R. Yager, Janusz Kacprzyk, Gleb Beliakov:
Recent Developments in the Ordered Weighted Averaging Operators: Theory and Practice. Studies in Fuzziness and Soft Computing 265, Springer 2011, ISBN 978-3-642-17909-9 [contents] - [i2]Gleb Beliakov:
Parallel calculation of the median and order statistics on GPUs with application to robust regression. CoRR abs/1104.2732 (2011) - [i1]Gleb Beliakov, Andrei V. Kelarev, John Yearwood:
Robust artificial neural networks and outlier detection. Technical report. CoRR abs/1110.0169 (2011) - 2010
- [j32]Tomasa Calvo, Gleb Beliakov:
Aggregation functions based on penalties. Fuzzy Sets Syst. 161(10): 1420-1436 (2010) - [j31]Gleb Beliakov, Tomasa Calvo, Simon James:
On Lipschitz properties of generated aggregation functions. Fuzzy Sets Syst. 161(10): 1437-1447 (2010) - [j30]Gleb Beliakov, Simon James, Juliana Mordelová, Tatiana Rückschlossová, Ronald R. Yager:
Generalized Bonferroni mean operators in multi-criteria aggregation. Fuzzy Sets Syst. 161(17): 2227-2242 (2010) - [j29]Gleb Beliakov, Alberto Ferrer:
Bounded lower subdifferentiability optimization techniques: applications. J. Glob. Optim. 47(2): 211-231 (2010) - [j28]Ronald R. Yager, Gleb Beliakov:
OWA Operators in Regression Problems. IEEE Trans. Fuzzy Syst. 18(1): 106-113 (2010) - [c21]Daniel Paternain, Humberto Bustince Sola, Javier Fernández, Gleb Beliakov, Radko Mesiar:
Image reduction with local reduction operators. FUZZ-IEEE 2010: 1-8 - [c20]Daniel Paternain, Humberto Bustince Sola, Javier Fernández, Gleb Beliakov, Radko Mesiar:
Some Averaging Functions in Image Reduction. IEA/AIE (3) 2010: 399-408 - [c19]Gleb Beliakov, Humberto Bustince Sola, Javier Fernández:
On the Median and Its Extensions. IPMU 2010: 435-444 - [c18]Aranzazu Jurio, Daniel Paternain, Humberto Bustince Sola, Carlos Guerra, Gleb Beliakov:
A construction method of Atanassov's intuitionistic fuzzy sets for image processing. IEEE Conf. of Intelligent Systems 2010: 337-342 - [p3]Gleb Beliakov:
Optimization and Aggregation Functions. Fuzzy Optimization 2010: 77-108
2000 – 2009
- 2009
- [j27]Gleb Beliakov:
Construction of aggregation functions from data using linear programming. Fuzzy Sets Syst. 160(1): 65-75 (2009) - [j26]Gleb Beliakov, Tomasa Calvo:
Construction of k -Lipschitz Triangular Norms and Conorms From Empirical Data. IEEE Trans. Fuzzy Syst. 17(5): 1217-1220 (2009) - [c17]Gleb Beliakov, Tomasa Calvo, Simon James:
Some Results on Lipschitz Quasi-Arithmetic Means. IFSA/EUSFLAT Conf. 2009: 1370-1375 - [r1]Adil M. Bagirov, Gleb Beliakov:
Global Optimization: Cutting Angle Method. Encyclopedia of Optimization 2009: 1304-1311 - 2008
- [c16]Gleb Beliakov:
Fitting fuzzy measures by linear programming. Programming library fmtools. FUZZ-IEEE 2008: 862-867 - [c15]Gleb Beliakov, Simon James:
Using Choquet integrals for kNN approximation and classification. FUZZ-IEEE 2008: 1311-1317 - [c14]Gleb Beliakov, Simon James, Luigi Troiano:
Texture recognition by using GLCM and various aggregation functions. FUZZ-IEEE 2008: 1472-1476 - [p2]Gleb Beliakov, Tomasa Calvo:
Interpolatory Type Construction of General Aggregation Operators. Fuzzy Sets and Their Extensions: Representation, Aggregation and Models 2008: 99-120 - [p1]Tomasa Calvo, Gleb Beliakov:
Identification of Weights in Aggregation Operators. Fuzzy Sets and Their Extensions: Representation, Aggregation and Models 2008: 145-162 - 2007
- [b1]Gleb Beliakov, Ana Pradera, Tomasa Calvo:
Aggregation Functions: A Guide for Practitioners. Studies in Fuzziness and Soft Computing 221, Springer 2007, ISBN 978-3-540-73720-9, pp. 1-304 [contents] - [j25]Gleb Beliakov, Kieran F. Lim:
Challenges of continuous global optimization in molecular structure prediction. Eur. J. Oper. Res. 181(3): 1198-1213 (2007) - [j24]Gleb Beliakov, Tomasa Calvo, Ana Pradera:
Handling of neutral information by aggregation operators. Fuzzy Sets Syst. 158(8): 861-880 (2007) - [j23]Gleb Beliakov, Tomasa Calvo, Ana Pradera:
Absorbent tuples of aggregation operators. Fuzzy Sets Syst. 158(15): 1675-1691 (2007) - [j22]Gleb Beliakov, Tomasa Calvo, Jesús Lázaro:
Pointwise Construction of Lipschitz Aggregation Operators with Specific Properties. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 15(2): 193-223 (2007) - [j21]Gleb Beliakov:
Smoothing Lipschitz functions. Optim. Methods Softw. 22(6): 901-916 (2007) - [j20]Gleb Beliakov, Tomasa Calvo, Radko Mesiar:
Guest Editorial Foreword to the Special Issue on Aggregation Operators. IEEE Trans. Fuzzy Syst. 15(6): 1030-1031 (2007) - [j19]Gleb Beliakov, Tomasa Calvo:
Construction of Aggregation Operators With Noble Reinforcement. IEEE Trans. Fuzzy Syst. 15(6): 1209-1218 (2007) - [c13]Gleb Beliakov, Tomasa Calvo:
Construction of Aggregation Operators that Preserve Ordering of the Data. EUSFLAT Conf. (1) 2007: 61-66 - [c12]Gleb Beliakov, Luigi Troiano:
Fitting ST-OWA Operators to Empirical Data. EUSFLAT Conf. (1) 2007: 67-73 - 2006
- [j18]Gleb Beliakov, Matthew King:
Density based fuzzy C. Eur. J. Oper. Res. 173(3): 717-728 (2006) - 2005
- [j17]Gleb Beliakov:
Class library ranlip for multivariate nonuniform random variate generation. Comput. Phys. Commun. 170(1): 93-108 (2005) - [j16]Gleb Beliakov:
Learning Weights in the Generalized OWA Operators. Fuzzy Optim. Decis. Mak. 4(2): 119-130 (2005) - [j15]Gleb Beliakov:
Universal nonuniform random vector generator based on acceptance-rejection. ACM Trans. Model. Comput. Simul. 15(3): 205-232 (2005) - [c11]Gleb Beliakov:
Identification of General Aggregation Operators by Lipschitz Approximation. Artificial Intelligence and Applications 2005: 230-233 - [c10]Gleb Beliakov, Matthew King:
Fuzzy C-Means Density based Clustering using Data Induced Metric. Artificial Intelligence and Applications 2005: 234-239 - [c9]Gleb Beliakov, Tomasa Calvo:
Identification of general and double aggregation operators using monotone smoothing. EUSFLAT Conf. 2005: 937-942 - 2004
- [j14]Gleb Beliakov:
Least squares splines with free knots: global optimization approach. Appl. Math. Comput. 149(3): 783-798 (2004) - [j13]Gleb Beliakov, Radko Mesiar, Lubica Valásková:
Fitting Generated Aggregation Operators To Empirical Data. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 12(2): 219-236 (2004) - [j12]Gleb Beliakov:
Cutting angle method - a tool for constrained global optimization. Optim. Methods Softw. 19(2): 137-151 (2004) - 2003
- [j11]Gleb Beliakov:
How to build aggregation operators from data. Int. J. Intell. Syst. 18(8): 903-923 (2003) - [c8]Gleb Beliakov, J. E. Monsalve Tobon, Adil M. Bagirov:
Parallelization of the Discrete Gradient Method of Non-smooth Optimization and Its Applications. International Conference on Computational Science 2003: 592-601 - [c7]Kieran F. Lim, Gleb Beliakov, Lynn Margaret Batten:
A New Method for Locating the Global Optimum: Application of the Cutting Angle Method to Molecular Structure Prediction. International Conference on Computational Science 2003: 1040-1049 - 2002
- [j10]Gleb Beliakov:
Monotone Approximation of Aggregation Operators Using Least Squares Splines. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 10(6): 659-676 (2002) - [j9]Lynn Margaret Batten, Gleb Beliakov:
Fast Algorithm for the Cutting Angle Method of Global Optimization. J. Glob. Optim. 24(2): 149-161 (2002) - 2001
- [j8]Gleb Beliakov, James R. Warren:
Fuzzy logic for decision support in chronic care. Artif. Intell. Medicine 21(1-3): 209-213 (2001) - [j7]Gleb Beliakov:
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. 121(3): 549-550 (2001) - [j6]Gleb Beliakov, James R. Warren, Joseph T. Noone:
Mixed-initiative Decision Support for Care Planning Based on Clinical Practice Guidelines. J. Decis. Syst. 10(3-4): 429-448 (2001) - [j5]Gleb Beliakov, Jim Warren:
Appropriate choice of aggregation operators in fuzzy decision support systems. IEEE Trans. Fuzzy Syst. 9(6): 773-784 (2001) - [c6]Gleb Beliakov:
Methods of Construction of OWA Operations From Data. FUZZ-IEEE 2001: 184-187 - [c5]Gleb Beliakov:
Fuzzy Clustering of Non-convex Patterns Using Global Optimisation. FUZZ-IEEE 2001: 220-223 - [c4]Gleb Beliakov, Ajith Abraham:
Global Optimisation of Neural Networks Using a Deterministic Hybrid Approach. HIS 2001: 79-92 - 2000
- [j4]Gleb Beliakov:
Definition of general aggregation operators through similarity relations. Fuzzy Sets Syst. 114(3): 437-453 (2000) - [c3]James R. Warren, Gleb Beliakov, Berend-Jan van der Zwaag:
Fuzzy Logic in Clinical Practice Decision Support Systems. HICSS 2000 - [c2]Gleb Beliakov:
Method of Ideal Solution in Fuzzy Set Theory and Multicriteria Decision Making. PRICAI 2000: 794
1990 – 1999
- 1999
- [c1]James R. Warren, Gleb Beliakov, Joseph T. Noone, Heath K. Frankel:
Chronic Disease Coordinated Care Planning: Flexible, Task-Centered Decision Support. HICSS 1999 - 1996
- [j3]G. P. Amata Cruz, Gleb Beliakov:
On the interpretation of certainty factors in expert systems. Artif. Intell. Medicine 8(1): 1-14 (1996) - [j2]G. P. Amata Cruz, Gleb Beliakov:
Fuzzy gating and the problem of screening. Artif. Intell. Medicine 8(4): 377-385 (1996) - [j1]Gleb Beliakov:
Fuzzy Sets and Membership Functions Based on Probabilities. Inf. Sci. 91(1): 95-111 (1996)
Coauthor Index
Humberto Bustince
aka: Humberto Bustince Sola
aka: Humberto Bustince Sola
[j137] [c60] [j132] [i7] [j125] [j122] [j121] [j116] [j113] [b3] [j106] [j92] [j90] [j88] [j84] [c55] [j83] [j81] [j75] [c52] [c51] [c50] [c49] [j71] [j66] [c48] [c47] [c46] [r2] [j61] [j57] [j56] [c45] [c44] [c41] [j50] [j49] [c38] [c37] [c36] [j41] [c35] [c31] [j38] [j35] [p6] [p5] [p4] [j31] [j30] [c17] [c15] [c14]
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-16 20:32 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
