Gleb Beliakov

Gleb Beliakov

Deakin University

H-index: 47

Oceania-Australia

About Gleb Beliakov

Gleb Beliakov, With an exceptional h-index of 47 and a recent h-index of 30 (since 2020), a distinguished researcher at Deakin University, specializes in the field of fuzzy systems, aggregation, approximation, GPU.

His recent articles reflect a diverse array of research interests and contributions to the field:

An efficient algorithm for sampling fuzzy measures

Probabilistic study of Induced Ordered Linear Fusion Operators for time series forecasting

Representation, optimization and generation of fuzzy measures

Random generation of linearly constrained fuzzy measures and domain coverage performance evaluation

Generating fuzzy measures from additive measures

Hierarchical clustering with OWA-based linkages, the Lance–Williams formula, and dendrogram inversions

Axiomatic representations for nonadditivity and nonmodularity indices: describing interactions of fuzzy measures

A Brief Survey of Machine Learning and Deep Learning Techniques for E-Commerce Research

Gleb Beliakov Information

University

Position

___

Citations(all)

10033

Citations(since 2020)

4057

Cited By

8212

hIndex(all)

47

hIndex(since 2020)

30

i10Index(all)

147

i10Index(since 2020)

81

Email

University Profile Page

Deakin University

Google Scholar

View Google Scholar Profile

Gleb Beliakov Skills & Research Interests

fuzzy systems

aggregation

approximation

GPU

Top articles of Gleb Beliakov

Title

Journal

Author(s)

Publication Date

An efficient algorithm for sampling fuzzy measures

IEEE Transactions on Fuzzy Systems

Gleb Beliakov

Jian-Zhang Wu

2024/4/12

Probabilistic study of Induced Ordered Linear Fusion Operators for time series forecasting

Information Fusion

Juan Baz

Mikel Ferrero-Jaurrieta

Irene Díaz

Susana Montes

Gleb Beliakov

...

2024/3/1

Representation, optimization and generation of fuzzy measures

Information Fusion

Gleb Beliakov

Jian-Zhang Wu

Weiping Ding

2024/2/7

Random generation of linearly constrained fuzzy measures and domain coverage performance evaluation

Information Sciences

Jian-Zhang Wu

Gleb Beliakov

Simon James

Marek Gagolewski

2024/2/1

Generating fuzzy measures from additive measures

arXiv preprint arXiv:2309.15399

Jian-Zhang Wu

Gleb Beliakov

2023/9/27

Hierarchical clustering with OWA-based linkages, the Lance–Williams formula, and dendrogram inversions

Fuzzy Sets and Systems

Marek Gagolewski

Anna Cena

Simon James

Gleb Beliakov

2023/12/15

Axiomatic representations for nonadditivity and nonmodularity indices: describing interactions of fuzzy measures

Journal of Intelligent & Fuzzy Systems

Jian-Zhang Wu

Xue Zhang

Gleb Beliakov

2023

A Brief Survey of Machine Learning and Deep Learning Techniques for E-Commerce Research

Xue Zhang

Fusen Guo

Tao Chen

Lei Pan

Gleb Beliakov

...

2023/12/4

Aggregation of Basic Uncertain Information With Two-Step Aggregation Frame

IEEE Transactions on Emerging Topics in Computational Intelligence

Lesheng Jin

Zhen-Song Chen*

Witold Pedrycz

Tapan Senapati

Boris I. Yatsalo

...

2023/9

Some ideas about graphic representations of discrete fuzzy measures

arXiv preprint arXiv:2310.06871

Jian-Zhang Wu

Gleb Beliakov

2023/10/8

Discrete Choquet Integral Optimisation With Positive and Negative Interactions

IEEE Transactions on Fuzzy Systems

Gleb Beliakov

Jian-Zhang Wu

2023/9/27

Knapsack problems with dependencies through non-additive measures and Choquet integral

European Journal of Operational Research

Gleb Beliakov

2022/8/16

Best-possible bounds on the set of copulas with a given value of Spearman's footrule

Fuzzy Sets and Systems

Gleb Beliakov

Enrique de Amo

Juan Fernández-Sánchez

Manuel Úbeda-Flores

2022/1/30

Optimising non-convex Choquet integrals using DC (difference of convex) algorithm

Gleb Beliakov

2022/7/18

Hierarchical data fusion processes involving the Möbius representation of capacities

Fuzzy Sets and Systems

Gleb Beliakov

Marek Gagolewski

Simon James

2022/4/15

Reduction of variables and constraints in fitting antibuoyant fuzzy measures to data using linear programming

Fuzzy Sets and Systems

Gleb Beliakov

Marek Gagolewski

Simon James

2022/12/28

Choquet integral‐based measures of economic welfare and species diversity

International Journal of Intelligent Systems

Gleb Beliakov

Simon James

2022/4

Aggregation with dependencies: Capacities and fuzzy integrals

Fuzzy Sets and Systems

Gleb Beliakov

Dmitriy Divakov

2022/10/5

Frequency spectrum modification process-based anti-collusion mechanism for audio signals

IEEE Transactions on Cybernetics

Juan Zhao

Tianrui Zong

Yong Xiang

Guang Hua

Xinyu Lei

...

2022/3/22

Robust aggregation of compositional and interval-valued data: The mode on the unit simplex

Fuzzy Sets and Systems

Tim Wilkin

Gleb Beliakov

2022/10/5

See List of Professors in Gleb Beliakov University(Deakin University)