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G

Gleb Beliakov

Deakin University

43H-index
364Paper Count
8.4KCitation Count
Published Papers 92
Publication Date
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Algorithms for random generation fuzzy measures with empirical validation of the uniformity of sample distributions
errFuzzy Sets and Systems
IF2.7
err2026-06-06
err0
errOAAI
errGleb Beliakov; Chaquen Beliakov Amaya
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errSave
Random projections of constrained fuzzy measures
errFuzzy Sets and Systems
IF2.7
err2025-11-19
err0
PREAI
errGleb Beliakov; Peiqi Sun; Jian-Zhang Wu
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errSave
Efficient online generation of fuzzy measures via aggregation functions
errInformation Fusion
IF15.5
err2025-07-01
err0
PREAI
errXabier Gonzalez-Garcia; L’ubomíra Horanská; Gleb Beliakov; Humberto Bustince
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errSave
Efficient Monotonicity and Convexity Checks for Randomly Sampled Fuzzy Measures
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2024-12-01
err1
PREAI
errBeliakov, Gleb; James, Simon; Wu, Jian-Zhang
errShare
errSave
An Efficient Algorithm for Sampling Fuzzy Measures
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2024-07-01
err1
PREAI
errBeliakov, Gleb; Wu, Jian-Zhang
errShare
errSave
Representation, optimization and generation of fuzzy measures
errINFORMATION FUSION
IF15.5
err2024-06-01
err4
errOAAI
errBeliakov, Gleb; Wu, Jian-Zhang; Ding, Weiping
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errSave
Aggregation of Basic Uncertain Information With Two-Step Aggregation Frame
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2024-04-01
err4
PREAI
errJin, Lesheng; Chen, Zhen-Song; Pedrycz, Witold; Senapati, Tapan; Yatsalo, Boris; Mesiar, Radko; Beliakov, Gleb; Martinez, Luis
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errSave
Discrete Choquet Integral Optimization With Positive and Negative Interactions
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2024-03-01
err2
PREAI
errBeliakov, Gleb; Wu, Jian-Zhang
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errSave
Probabilistic study of Induced Ordered Linear Fusion Operators for time series forecasting
errINFORMATION FUSION
IF15.5
err2024-03-01
err1
errOAAI
errBaz, Juan; Ferrero-Jaurrieta, Mikel; Diaz, Irene; Montes, Susana; Beliakov, Gleb; Bustince, Humberto
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errSave
A Brief Survey of Machine Learning and Deep Learning Techniques for E-Commerce Research
errJOURNAL OF THEORETICAL AND APPLIED ELECTRONIC COMMERCE RESEARCH
IF4.6
err2023-12-04
err16
errOAAI
errZhang, Xue; Guo, Fusen; Chen, Tao; Pan, Lei; Beliakov, Gleb; Wu, Jianzhang
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errSave
Hierarchical clustering with OWA-based linkages, the Lance-Williams formula, and dendrogram inversions
errFUZZY SETS AND SYSTEMS
IF2.7
err2023-12-01
err3
errOAAI
errGagolewski, Marek; Cena, Anna; James, Simon; Beliakov, Gleb
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errSave
Frequency Spectrum Modification Process-Based Anti-Collusion Mechanism for Audio Signals
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2023-09-01
err2
PREAI
errZhao, Juan; Zong, Tianrui; Xiang, Yong; Hua, Guang; Lei, Xinyu; Gao, Longxiang; Beliakov, Gleb
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errSave
Reduction of variables and constraints in fitting antibuoyant fuzzy measures to data using linear programming
errFUZZY SETS AND SYSTEMS
IF2.7
err2022-12-01
err2
PREAI
errBeliakov, Gleb; Gagolewski, Marek; James, Simon
errShare
errSave
Aggregation with dependencies: Capacities and fuzzy integrals
errFUZZY SETS AND SYSTEMS
IF2.7
err2022-10-01
err9
PREAI
errBeliakov, Gleb; Divakov, Dmitriy
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errSave
Robust aggregation of compositional and interval-valued data: The mode on the unit simplex
errFUZZY SETS AND SYSTEMS
IF2.7
err2022-10-01
err1
PREAI
errWilkin, Tim; Beliakov, Gleb
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errSave
Aggregation of Interacting Criteria in Land Combat Vehicle Selection by Using Fuzzy Measures
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2022-09-01
err4
PREAI
errBeliakov, Gleb; Cao, Thang; Mak-Hau, Vicky
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errSave
Knapsack problems with dependencies through non-additive measures and Choquet integral
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2022-08-01
err18
PREAI
errBeliakov, Gleb
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errSave
Hierarchical data fusion processes involving the Mobius representation of capacities
errFUZZY SETS AND SYSTEMS
IF2.7
err2022-04-01
err5
PREAI
errBeliakov, Gleb; Gagolewski, Marek; James, Simon
errShare
errSave
Random generation of k-interactive capacities
errFUZZY SETS AND SYSTEMS
IF2.7
err2022-02-01
err14
PREAI
errBeliakov, Gleb; Cabrerizo, Francisco Javier; Herrera-Viedma, Enrique; Wu, Jian-Zhang
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errSave
Best-possible bounds on the set of copulas with a given value of Spearman's footrule
errFUZZY SETS AND SYSTEMS
IF2.7
err2022-01-01
err4
errOAAI
errBeliakov, Gleb; de Amo, Enrique; Fernandez-Sanchez, Juan; Ubeda-Flores, Manuel
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errSave

Research Directions

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Co-authors
Cooperation Journals
W
Witold Pedrycz
H-index: 130 · Papers: 3.1K
R
Ronald R. Yager
H-index: 122 · Papers: 1.1K
E
Enrique Herrera‐Viedma
H-index: 119 · Papers: 1.2K
S
Saeid Nahavandi
H-index: 92 · Papers: 1.4K
L
Luis Martı́nez
H-index: 77 · Papers: 854
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