Gleb Beliakov

Orcid: 0000-0002-9841-5292

Affiliations:
  • Deakin University, School of Information Technology, Geelong, Australia


According to our database1, Gleb Beliakov authored at least 217 papers between 1996 and 2025.

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Bibliography

2025
Efficient methods for verifying monotonicity of 2-additive fuzzy measures.
Comput. Appl. Math., February, 2025

2024
Efficient random walks for generating random fuzzy measures in Möbius representation in large universe.
Comput. Appl. Math., December, 2024

An Efficient Algorithm for Sampling Fuzzy Measures.
IEEE Trans. Fuzzy Syst., July, 2024

Aggregation of Basic Uncertain Information With Two-Step Aggregation Frame.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024

Discrete Choquet Integral Optimization With Positive and Negative Interactions.
IEEE Trans. Fuzzy Syst., March, 2024

Probabilistic study of Induced Ordered Linear Fusion Operators for time series forecasting.
Inf. Fusion, March, 2024

Random generation of linearly constrained fuzzy measures and domain coverage performance evaluation.
Inf. Sci., February, 2024

Axiomatic representations for nonadditivity and nonmodularity indices: describing interactions of fuzzy measures.
J. Intell. Fuzzy Syst., January, 2024

Representation, optimization and generation of fuzzy measures.
Inf. Fusion, 2024

A Tractable Approach to Fitting the Choquet Integral for Explainable Prediction and Analysis.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

2023
Hierarchical clustering with OWA-based linkages, the Lance-Williams formula, and dendrogram inversions.
Fuzzy Sets Syst., December, 2023

Frequency Spectrum Modification Process-Based Anti-Collusion Mechanism for Audio Signals.
IEEE Trans. Cybern., September, 2023

A Brief Survey of Machine Learning and Deep Learning Techniques for E-Commerce Research.
J. Theor. Appl. Electron. Commer. Res., 2023

2022
Aggregation of Interacting Criteria in Land Combat Vehicle Selection by Using Fuzzy Measures.
IEEE Trans. Fuzzy Syst., 2022

On Random Generation of Supermodular Capacities.
IEEE Trans. Fuzzy Syst., 2022

Choquet integral-based measures of economic welfare and species diversity.
Int. J. Intell. Syst., 2022

Robust aggregation of compositional and interval-valued data: The mode on the unit simplex.
Fuzzy Sets Syst., 2022

Reduction of variables and constraints in fitting antibuoyant fuzzy measures to data using linear programming.
Fuzzy Sets Syst., 2022

Hierarchical data fusion processes involving the Möbius representation of capacities.
Fuzzy Sets Syst., 2022

Aggregation with dependencies: Capacities and fuzzy integrals.
Fuzzy Sets Syst., 2022

Random generation of k-interactive capacities.
Fuzzy Sets Syst., 2022

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., 2022

Best-possible bounds on the set of copulas with a given value of Spearman's footrule.
Fuzzy Sets Syst., 2022

Knapsack problems with dependencies through non-additive measures and Choquet integral.
Eur. J. Oper. Res., 2022

Optimising non-convex Choquet integrals using DC (difference of convex) algorithm.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2021
Desynchronization Attacks Resilient Watermarking Method Based on Frequency Singular Value Coefficient Modification.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Comprehensive nonmodularity and interaction indices for decision analysis.
J. Intell. Fuzzy Syst., 2021

Random generation of capacities and its application in comprehensive decision aiding.
Inf. Sci., 2021

Choquet integral optimisation with constraints and the buoyancy property for fuzzy measures.
Inf. Sci., 2021

On the derivatives of set functions in matrix representation.
Inf. Sci., 2021

Cardinality-limiting extended pre-aggregation functions.
Inf. Fusion, 2021

Learning k-maxitive fuzzy measures from data by mixed integer programming.
Fuzzy Sets Syst., 2021

Global stability and periodicity in a glucose-insulin regulation model with a single delay.
Commun. Nonlinear Sci. Numer. Simul., 2021

2020
Discrete Fuzzy Measures - Computational Aspects
Studies in Fuzziness and Soft Computing 382, Springer, ISBN: 978-3-030-15304-5, 2020

Towards sophisticated decision models: Nonadditive robust ordinal regression for preference modeling.
Knowl. Based Syst., 2020

On representation of fuzzy measures for learning Choquet and Sugeno integrals.
Knowl. Based Syst., 2020

k-order representative capacity.
J. Intell. Fuzzy Syst., 2020

Multicriteria correlation preference information (MCCPI) with nonadditivity index for decision aiding.
J. Intell. Fuzzy Syst., 2020

Robust fitting for the Sugeno integral with respect to general fuzzy measures.
Inf. Sci., 2020

Marginal contribution representation of capacity-based multicriteria decision making.
Int. J. Intell. Syst., 2020

Density estimates on the unit simplex and calculation of the mode of a sample.
Int. J. Intell. Syst., 2020

The axiomatic characterisations of non-modularity index.
Int. J. Gen. Syst., 2020

On the extended set of weights of the OWA functions.
Int. J. Gen. Syst., 2020

Robust Blockchain-Based Cross-Platform Audio Copyright Protection System Using Content-Based Fingerprint.
Proceedings of the Web Information Systems Engineering - WISE 2020, 2020

2019
Supervised Learning to Aggregate Data With the Sugeno Integral.
IEEE Trans. Fuzzy Syst., 2019

<i>k</i>-minitive capacities and <i>k</i>-minitive aggregation functions.
J. Intell. Fuzzy Syst., 2019

Nonmodularity index for capacity identifying with multiple criteria preference information.
Inf. Sci., 2019

Mixture functions and their monotonicity.
Inf. Sci., 2019

Learning fuzzy measures from data: Simplifications and optimisation strategies.
Inf. Sci., 2019

Aggregation on ordinal scales with the Sugeno integral for biomedical applications.
Inf. Sci., 2019

Nonadditive robust ordinal regression with nonadditivity index and multiple goal linear programming.
Int. J. Intell. Syst., 2019

Probabilistic bipartition interaction index of multiple decision criteria associated with the nonadditivity of fuzzy measures.
Int. J. Intell. Syst., 2019

Fitting Sugeno integral for learning fuzzy measures using PAVA isotone regression.
Int. J. Intell. Syst., 2019

Density-based clustering using approximate natural neighbours.
Appl. Soft Comput., 2019

Matrix Representation of Capacity-Based Multicriteria Decision Analysis.
IEEE Access, 2019

IEEE Access Special Section Editorial: Data Mining and Granular Computing in Big Data and Knowledge Processing.
IEEE Access, 2019

Pre-adjustment Based Anti-collusion Mechanism for Audio Signals.
Proceedings of the Network and System Security - 13th International Conference, 2019

The Mode of Interval-Valued Data.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018
Robustifying OWA Operators for Aggregating Data With Outliers.
IEEE Trans. Fuzzy Syst., 2018

Nonadditivity index and capacity identification method in the context of multicriteria decision making.
Inf. Sci., 2018

A new type of fuzzy integrals for decision making based on bivariate symmetric means.
Int. J. Intell. Syst., 2018

Comparing Apples and Oranges: The Weighted OWA Function.
Int. J. Intell. Syst., 2018

Measuring traffic congestion: An approach based on learning weighted inequality, spread and aggregation indices from comparison data.
Appl. Soft Comput., 2018

Fuzzy Connectives for Efficient Image Reduction and Speeding Up Image Analysis.
IEEE Access, 2018

Least Median of Squares (LMS) and Least Trimmed Squares (LTS) Fitting for the Weighted Arithmetic Mean.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

2017
Patchwork-Based Multilayer Audio Watermarking.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Implicit averaging functions.
Inf. Sci., 2017

Idempotent Weighted Aggregation Based on Binary Aggregation Trees.
Int. J. Intell. Syst., 2017

On the definition of penalty functions in data aggregation.
Fuzzy Sets Syst., 2017

Approaches to learning strictly-stable weights for data with missing values.
Fuzzy Sets Syst., 2017

Aggregation and consensus for preference relations based on fuzzy partial orders.
Fuzzy Optim. Decis. Mak., 2017

Robust image denoising and smoothing with generalised spatial-tonal averages.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Directional and Ordered Directional Monotonicity of Mixture Functions.
Proceedings of the Aggregation Functions in Theory and in Practice, 2017

2016
A Practical Guide to Averaging Functions
Studies in Fuzziness and Soft Computing 329, Springer, ISBN: 978-3-319-24753-3, 2016

On the fast Lanczos method for computation of eigenvalues of Hankel matrices using multiprecision arithmetics.
Numer. Linear Algebra Appl., 2016

A review of the relationships between implication, negation and aggregation functions from the point of view of material implication.
Inf. Sci., 2016

Extension of bivariate means to weighted means of several arguments by using binary trees.
Inf. Sci., 2016

Penalty-Based and Other Representations of Economic Inequality.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2016

Weak monotonicity of Lehmer and Gini means.
Fuzzy Sets Syst., 2016

Protection of Privacy in Biometric Data.
IEEE Access, 2016

Linear Optimization for Ecological Indices Based on Aggregation Functions.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Fitting Aggregation Functions to Data: Part II - Idempotization.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Fitting Aggregation Functions to Data: Part I - Linearization and Regularization.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Robust OWA-based aggregation for data with outliers.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
Aggregation Functions for Recommender Systems.
Proceedings of the Recommender Systems Handbook, 2015

Characterizing Compactness of Geometrical Clusters Using Fuzzy Measures.
IEEE Trans. Fuzzy Syst., 2015

Robust Histogram Shape-Based Method for Image Watermarking.
IEEE Trans. Circuits Syst. Video Technol., 2015

Solving DC programs using the cutting angle method.
J. Glob. Optim., 2015

Using aggregation functions to model human judgements of species diversity.
Inf. Sci., 2015

On the weak monotonicity of Gini means and other mixture functions.
Inf. Sci., 2015

Weakly Monotonic Averaging Functions.
Int. J. Intell. Syst., 2015

Construction of image reduction operators using averaging aggregation functions.
Fuzzy Sets Syst., 2015

Approximation of Riemann's Zeta Function by Finite Dirichlet Series: A Multiprecision Numerical Approach.
Exp. Math., 2015

Unifying approaches to consensus across different preference representations.
Appl. Soft Comput., 2015

Construction and aggregation of preference relations based on fuzzy partial orders.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Biased experts and similarity based weights in preferences aggregation.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

Learning Stable Weights for Data of Varying Dimension.
Proceedings of the 8th International Summer School on Aggregation Operators (AGOP 2015), 2015

2014
Strong Fuzzy Subsethood Measures and Strong Equalities Via Implication Functions.
J. Multiple Valued Log. Soft Comput., 2014

A penalty-based aggregation operator for non-convex intervals.
Knowl. Based Syst., 2014

Three types of monotonicity of averaging functions.
Knowl. Based Syst., 2014

Consensus measures constructed from aggregation functions and fuzzy implications.
Knowl. Based Syst., 2014

Iterative Construction of Hierarchical Classifiers for Phishing Website Detection.
J. Networks, 2014

On some properties of weighted averaging with variable weights.
Inf. Sci., 2014

Vector valued similarity measures for Atanassov's intuitionistic fuzzy sets.
Inf. Sci., 2014

Consensus in multi-expert decision making problems using penalty functions defined over a Cartesian product of lattices.
Inf. Fusion, 2014

Consistency and stability in aggregation operators: An application to missing data problems.
Int. J. Comput. Intell. Syst., 2014

Weakly monotone averaging functions.
CoRR, 2014

On fast matrix-vector multiplication with a Hankel matrix in multiprecision arithmetics.
CoRR, 2014

Single-Preference Consensus Measures Based on Models of Ecological Evenness.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2014

Weakly Monotone Averaging Functions.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Fuzzy measures of pixel cluster compactness.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Can indices of ecological evenness be used to measure consensus?
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Averaging aggregation functions for preferences expressed as Pythagorean membership grades and fuzzy orthopairs.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013
Global non-smooth optimization in robust multivariate regression.
Optim. Methods Softw., 2013

Uncertainties with Atanassov's intuitionistic fuzzy sets: Fuzziness and lack of knowledge.
Inf. Sci., 2013

Stability of weighted penalty-based aggregation functions.
Fuzzy Sets Syst., 2013

On extending generalized Bonferroni means to Atanassov orthopairs in decision making contexts.
Fuzzy Sets Syst., 2013

Generalization of the weighted voting method using penalty functions constructed via faithful restricted dissimilarity functions.
Eur. J. Oper. Res., 2013

Efficient implementation of Bailey and Borwein pseudo-random number generator based on normal numbers.
Comput. Phys. Commun., 2013

A Parallel Algorithm for Calculation of Large Determinants with High Accuracy for GPUs and MPI clusters.
CoRR, 2013

An efficient implementation of Bailey and Borwein's algorithm for parallel random number generation on graphics processing units.
Computing, 2013

Learning aggregation weights from 3-tuple comparison sets.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Aggregating fuzzy implications to measure group consensus.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

A Generalization of the Bonferroni Mean based on partitions.
Proceedings of the FUZZ-IEEE 2013, 2013

On the use of restricted dissimilarity and dissimilarity-like functions for defining penalty functions.
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013

Image Reduction Operators as Aggregation Functions: Fuzzy Transform and Undersampling.
Proceedings of the Aggregation Functions in Theory and in Practise, 2013

2012
K-Complex Detection Using a Hybrid-Synergic Machine Learning Method.
IEEE Trans. Syst. Man Cybern. Part C, 2012

Image Reduction Using Means on Discrete Product Lattices.
IEEE Trans. Image Process., 2012

Aggregation for Atanassov's Intuitionistic and Interval Valued Fuzzy Sets: The Median Operator.
IEEE Trans. Fuzzy Syst., 2012

Improving the speed and stability of the k-nearest neighbors method.
Pattern Recognit. Lett., 2012

Application of Rank Correlation, Clustering and Classification in Information Security.
J. Networks, 2012

A class of fuzzy multisets with a fixed number of memberships.
Inf. Sci., 2012

Aggregation functions and contradictory information.
Fuzzy Sets Syst., 2012

Parallel random variates generator for GPUs based on normal numbers
CoRR, 2012

Computing of high breakdown regression estimators without sorting on graphics processing units.
Computing, 2012

Using Linear Programming for Weights Identification of Generalized Bonferroni Means in R.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2012

Negations Generated by Bounded Lattices t-Norms.
Proceedings of the Advances in Computational Intelligence, 2012

A fuzzy decision support method for customer preferences analysis based on Choquet Integral.
Proceedings of the FUZZ-IEEE 2012, 2012

Color image reduction by minimizing penalty functions.
Proceedings of the FUZZ-IEEE 2012, 2012

Defining Bonferroni means over lattices.
Proceedings of the FUZZ-IEEE 2012, 2012

2011
Induced Ordered Weighted Averaging Operators.
Proceedings of the Recent Developments in the Ordered Weighted Averaging Operators: Theory and Practice, 2011

On Penalty-Based Aggregation Functions and Consensus.
Proceedings of the Consensual Processes, 2011

Aggregation of Preferences in Recommender Systems.
Proceedings of the Recommender Systems Handbook, 2011

Image Magnification Using Interval Information.
IEEE Trans. Image Process., 2011

Interval-Valued Fuzzy Sets Applied to Stereo Matching of Color Images.
IEEE Trans. Image Process., 2011

Learning Choquet-Integral-Based Metrics for Semisupervised Clustering.
IEEE Trans. Fuzzy Syst., 2011

On averaging operators for Atanassov's intuitionistic fuzzy sets.
Inf. Sci., 2011

The median and its extensions.
Fuzzy Sets Syst., 2011

Citation-based journal ranks: The use of fuzzy measures.
Fuzzy Sets Syst., 2011

Robust artificial neural networks and outlier detection. Technical report
CoRR, 2011

Parallel calculation of the median and order statistics on GPUs with application to robust regression
CoRR, 2011

A construction method of interval-valued Fuzzy Sets for image processing.
Proceedings of the 2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2011

Representing images by means of interval-valued fuzzy sets. Application to stereo matching.
Proceedings of the 2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2011

Brain MRI thresholding using incomparability and overlap functions.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Non-monotone averaging aggregation.
Proceedings of the FUZZ-IEEE 2011, 2011

One Image Reduction Algorithm for RGB Color Images.
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011

Restricted dissimilarity functions and penalty functions.
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011

Image Reduction Using Fuzzy Quantifiers.
Proceedings of the Eurofuse 2011, 2011

Color Image Magnification with Interval-Valued Fuzzy Sets.
Proceedings of the Eurofuse 2011, 2011

A Characterization Theorem for t-Representable n-Dimensional Triangular Norms.
Proceedings of the Eurofuse 2011, 2011

2010
Optimization and Aggregation Functions.
Proceedings of the Fuzzy Optimization - Recent Advances and Applications, 2010

OWA Operators in Regression Problems.
IEEE Trans. Fuzzy Syst., 2010

Bounded lower subdifferentiability optimization techniques: applications.
J. Glob. Optim., 2010

Aggregation functions based on penalties.
Fuzzy Sets Syst., 2010

Generalized Bonferroni mean operators in multi-criteria aggregation.
Fuzzy Sets Syst., 2010

On Lipschitz properties of generated aggregation functions.
Fuzzy Sets Syst., 2010

A construction method of Atanassov's intuitionistic fuzzy sets for image processing.
Proceedings of the 5th IEEE International Conference on Intelligent Systems, 2010

Some Averaging Functions in Image Reduction.
Proceedings of the Trends in Applied Intelligent Systems, 2010

Image reduction with local reduction operators.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Global Optimization: Cutting Angle Method.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Construction of k -Lipschitz Triangular Norms and Conorms From Empirical Data.
IEEE Trans. Fuzzy Syst., 2009

Construction of aggregation functions from data using linear programming.
Fuzzy Sets Syst., 2009

Some Results on Lipschitz Quasi-Arithmetic Means.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008
Identification of Weights in Aggregation Operators.
Proceedings of the Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2008

Interpolatory Type Construction of General Aggregation Operators.
Proceedings of the Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2008

Texture recognition by using GLCM and various aggregation functions.
Proceedings of the FUZZ-IEEE 2008, 2008

Using Choquet integrals for kNN approximation and classification.
Proceedings of the FUZZ-IEEE 2008, 2008

Fitting fuzzy measures by linear programming. Programming library fmtools.
Proceedings of the FUZZ-IEEE 2008, 2008

2007
Guest Editorial Foreword to the Special Issue on Aggregation Operators.
IEEE Trans. Fuzzy Syst., 2007

Construction of Aggregation Operators With Noble Reinforcement.
IEEE Trans. Fuzzy Syst., 2007

Smoothing Lipschitz functions.
Optim. Methods Softw., 2007

Pointwise Construction of Lipschitz Aggregation Operators with Specific Properties.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2007

Absorbent tuples of aggregation operators.
Fuzzy Sets Syst., 2007

Handling of neutral information by aggregation operators.
Fuzzy Sets Syst., 2007

Challenges of continuous global optimization in molecular structure prediction.
Eur. J. Oper. Res., 2007

Fitting ST-OWA Operators to Empirical Data.
Proceedings of the New Dimensions in Fuzzy Logic and Related Technologies. Proceedings of the 5th EUSFLAT Conference, 2007

Construction of Aggregation Operators that Preserve Ordering of the Data.
Proceedings of the New Dimensions in Fuzzy Logic and Related Technologies. Proceedings of the 5th EUSFLAT Conference, 2007

Aggregation Functions: A Guide for Practitioners
Studies in Fuzziness and Soft Computing 221, Springer, ISBN: 978-3-540-73720-9, 2007

2006
Density based fuzzy C.
Eur. J. Oper. Res., 2006

2005
Universal nonuniform random vector generator based on acceptance-rejection.
ACM Trans. Model. Comput. Simul., 2005

Learning Weights in the Generalized OWA Operators.
Fuzzy Optim. Decis. Mak., 2005

Class library ranlip for multivariate nonuniform random variate generation.
Comput. Phys. Commun., 2005

Identification of general and double aggregation operators using monotone smoothing.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

Fuzzy C-Means Density based Clustering using Data Induced Metric.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005

Identification of General Aggregation Operators by Lipschitz Approximation.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005

2004
Cutting angle method - a tool for constrained global optimization.
Optim. Methods Softw., 2004

Fitting Generated Aggregation Operators To Empirical Data.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2004

Least squares splines with free knots: global optimization approach.
Appl. Math. Comput., 2004

2003
How to build aggregation operators from data.
Int. J. Intell. Syst., 2003

A New Method for Locating the Global Optimum: Application of the Cutting Angle Method to Molecular Structure Prediction.
Proceedings of the Computational Science - ICCS 2003, 2003

Parallelization of the Discrete Gradient Method of Non-smooth Optimization and Its Applications.
Proceedings of the Computational Science - ICCS 2003, 2003

2002
Fast Algorithm for the Cutting Angle Method of Global Optimization.
J. Glob. Optim., 2002

Monotone Approximation of Aggregation Operators Using Least Squares Splines.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2002

2001
Appropriate choice of aggregation operators in fuzzy decision support systems.
IEEE Trans. Fuzzy Syst., 2001

Mixed-initiative Decision Support for Care Planning Based on Clinical Practice Guidelines.
J. Decis. Syst., 2001

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., 2001

Fuzzy logic for decision support in chronic care.
Artif. Intell. Medicine, 2001

Global Optimisation of Neural Networks Using a Deterministic Hybrid Approach.
Proceedings of the Hybrid Information Systems, 2001

Fuzzy Clustering of Non-convex Patterns Using Global Optimisation.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

Methods of Construction of OWA Operations From Data.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

2000
Definition of general aggregation operators through similarity relations.
Fuzzy Sets Syst., 2000

Method of Ideal Solution in Fuzzy Set Theory and Multicriteria Decision Making.
Proceedings of the PRICAI 2000, Topics in Artificial Intelligence, 6th Pacific Rim International Conference on Artificial Intelligence, Melbourne, Australia, August 28, 2000

Fuzzy Logic in Clinical Practice Decision Support Systems.
Proceedings of the 33rd Annual Hawaii International Conference on System Sciences (HICSS-33), 2000

1999
Chronic Disease Coordinated Care Planning: Flexible, Task-Centered Decision Support.
Proceedings of the 32nd Annual Hawaii International Conference on System Sciences (HICSS-32), 1999

1996
Fuzzy Sets and Membership Functions Based on Probabilities.
Inf. Sci., 1996

Fuzzy gating and the problem of screening.
Artif. Intell. Medicine, 1996

On the interpretation of certainty factors in expert systems.
Artif. Intell. Medicine, 1996


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