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List of works by Witold Pedrycz

A Case Study on the Impact of Refactoring on Quality and Productivity in an Agile Team

A Competent Memetic Algorithm for Learning Fuzzy Cognitive Maps

A Consistency and Consensus-Based Goal Programming Method for Group Decision-Making With Interval-Valued Intuitionistic Multiplicative Preference Relations

scientific article published on 19 June 2018

A DNA-based algorithm for minimizing decision rules: a rough sets approach

scientific article published in September 2011

A Development of Granular Input Space in System Modeling

scientific article published on 15 March 2019

A Differential Evolution-Based Consistency Improvement Method in AHP With an Optimal Allocation of Information Granularity

scientific article published on 07 December 2020

A Dynamic Adaptive Subgroup-to-Subgroup Compatibility-Based Conflict Detection and Resolution Model for Multicriteria Large-Scale Group Decision Making

scientific article published on 09 March 2020

A Granular Approach to Interval Output Estimation for Rule-Based Fuzzy Models

scientific article published on 05 November 2020

A Granular Computing-Driving Hesitant Fuzzy Linguistic Method for Supporting Large-Scale Group Decision Making

scientific article published in 2022

A Group-Based Distance Learning Method for Semisupervised Fuzzy Clustering

scientific article published on 07 October 2020

A Novel Framework for Imputation of Missing Values in Databases

A Terrestrial Microbial Fuel Cell for Powering a Single-Hop Wireless Sensor Network

scientific article published on 18 May 2016

A Two-Stage Approach for Constructing Type-2 Information Granules

scientific article published on 28 July 2020

A Weighted Fidelity and Regularization-Based Method for Mixed or Unknown Noise Removal from Images on Graphs

scientific article published on 25 February 2020

A characterization of electrocardiogram signals through optimal allocation of information granularity

scientific article published on 13 October 2011

A clustering-based graph Laplacian framework for value function approximation in reinforcement learning

scientific article published on 25 April 2014

A construction of sound semantic linguistic scales using 4-tuple representation of term semantics

A divide and conquer method for learning large Fuzzy Cognitive Maps

A fuzzy reliability assessment of basic events of fault trees through qualitative data processing

scholarly article by Julwan Hendry Purba et al published May 2014 in Fuzzy Sets and Systems

A genetic segmentation of ECG signals ⬇️

scientific article published on October 1, 2003

A gradient-descent-based approach for transparent linguistic interface generation in fuzzy models

scientific article published on 4 December 2009

A granular description of ECG signals.

scientific article published in October 2006

A multifaceted perspective at data analysis: a study in collaborative intelligent agents

scientific article published on 17 April 2009

A multifaceted perspective at data analysis: a study in collaborative intelligent agents

scientific article

A multiobjective design of a patient and anaesthetist-friendly neuromuscular blockade controller.

scientific article published in September 2007

A new PSO-optimized geometry of spatial and spatio-temporal scan statistics for disease outbreak detection

scientific article published on 13 February 2012

A particle swarm optimization variant with an inner variable learning strategy.

scientific article published on 23 January 2014

A programmable triangular neighborhood function for a Kohonen self-organizing map implemented on chip.

scientific article published on 14 September 2011

A study in facial features saliency in face recognition: an analytic hierarchy process approach

A study in facial regions saliency: a fuzzy measure approach

A substitution of the general partial differential equation with extended polynomial networks

ANFIS-based Fuzzy Systems for Searching DNA-Protein Binding Sites

Abnormal Event Detection and Localization via Adversarial Event Prediction

scientific article published in 2022

Aggregation of Classifiers: A Justifiable Information Granularity Approach

scientific article published on 16 April 2018

An application of chain code-based local descriptor and its extension to face recognition

scholarly article by Paweł Karczmarek et al published May 2017 in Pattern Recognition

An approach to measure the robustness of fuzzy reasoning

scientific article published in 2005

An interactive framework for an analysis of ECG signals.

scientific article

An optimization of allocation of information granularity in the interpretation of data structures: toward granular fuzzy clustering

scientific article

Analog Programmable Distance Calculation Circuit for Winner Takes All Neural Network Realized in the CMOS Technology

scientific article published on 17 June 2015

Analyses of Software Data and Their Interpretations: A Framework of Information Granules

scientific article published on 14 March 2023

Approximation of Fuzzy Sets by Interval Type-2 Trapezoidal Fuzzy Sets

scientific article published on 03 January 2019

Assessing the Spatial Synergy Between Integrated Urban Rail Transit System and Urban Form: A BULI-Based MCLSGA Model With Wisdom of Crowds

scientific article published in 2022

Assessing the process of an Eastern European software SME using systemic analysis, GQM, and reliability growth models

Assessment of Data Models

Classifying High-Dimensional Patterns Using a Fuzzy Logic Discriminant Network

Clustering Homogeneous Granular Data: Formation and Evaluation

scientific article published on 26 February 2018

Complexity reduction in the use of evolutionary algorithms to function optimization: a variable reduction strategy

scientific article published on 23 October 2013

Constructing general partial differential equations using polynomial and neural networks

scientific article published on 20 October 2015

DNA approach to solve clustering problem based on a mutual order.

scientific article published on 23 June 2007

Data

Data Mining and Knowledge Discovery in Industrial Engineering

Data and Feature Reduction in Fuzzy Modeling through Particle Swarm Optimization

Data-Distribution-Aware Fuzzy Rough Set Model and its Application to Robust Classification

scientific article

Data-Driven Adaptive Probabilistic Robust Optimization Using Information Granulation

scientific article

Data-driven Nonlinear Hebbian Learning method for Fuzzy Cognitive Maps

Databases, Data Warehouses, and OLAP

Design of double fuzzy clustering-driven context neural networks

scientific article published on 09 April 2018

Design of hybrid radial basis function neural networks (HRBFNNs) realized with the aid of hybridization of fuzzy clustering method (FCM) and polynomial neural networks (PNNs).

scientific article published on 28 August 2014

Design of interval type-2 fuzzy models through optimal granularity allocation

Development and Analysis of Neural Networks Realized in the Presence of Granular Data

scientific article published on 08 November 2019

Discretization Methods

Discriminative sparse subspace learning and its application to unsupervised feature selection

scientific article

Distributed proximity-based granular clustering: towards a development of global structural relationships in data

article

Dynamically Generated Hierarchical Neural Networks Designed With the Aid of Multiple Support Vector Regressors and PNN Architecture With Probabilistic Selection

scientific article published on 18 December 2020

Efficient mining of class association rules with the itemset constraint

Efficient modeling of MIMO systems through Timed Automata based Neuro-Fuzzy Inference Engine

scholarly article by Giovanni Acampora et al published September 2014 in International Journal of Approximate Reasoning

Entropic One-Class Classifiers. ⬇️

scientific article

Evaluation of fuzzy linear regression models

scholarly article by Dragan Savic & Witold Pedrycz published January 1991 in Fuzzy Sets and Systems

Experience-consistent modeling for radial basis function neural networks.

scientific article

Experimental analysis of methods for imputation of missing values in databases

Expert-Based and Computational Methods for Developing Fuzzy Cognitive Maps

Exploring spatial data through computational intelligence: a joint perspective

Exponential Stability of Fractional-Order Switched Systems With Mode-Dependent Impulses and Its Application

scientific article published in 2022

Face recognition using an enhanced independent component analysis approach.

scientific article published in March 2007

Face recognition using fuzzy integral and wavelet decomposition method

scientific article published in August 2004

Fifty years of Information Sciences: A bibliometric overview

Flexibility Degree of Fuzzy Numbers and its Implication to a Group-Decision-Making Model

scientific article published on 27 July 2018

Flexible Linguistic Expressions and Consensus Reaching With Accurate Constraints in Group Decision-Making

scientific article published on 11 April 2019

From principal curves to granular principal curves

scientific article published on 26 August 2013

Fundamentals of a fuzzy-logic-based generalized theory of stability

scientific article published on 24 March 2009

Fuzzy Relational Matrix Factorization and Its Granular Characterization in Data Description

scientific article published in 2022

Fuzzy finite automata and fuzzy regular expressions with membership values in lattice-ordered monoids

scientific article published in November 2005

Fuzzy rule-based models with interactive rules and their granular generalization

Fuzzy wavelet packet based feature extraction method and its application to biomedical signal classification

scientific article published in June 2005

Fuzzy-Rough Cognitive Networks: Theoretical Analysis and Simpler Models

scientific article published on 07 October 2020

Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications

Generalized Choquet Integral for Face Recognition

Genetic design of feature spaces for pattern classifiers.

scientific article published in October 2004

Genetic learning of fuzzy cognitive maps

Genetically optimized fuzzy decision trees.

scientific article

Global nonlinear kernel prediction for large data set with a particle swarm-optimized interval support vector regression

scientific article

GrCount: Counting method for uncertain data

scientific article published on 17 October 2019

Granular Data Aggregation: An Adaptive Principle of the Justifiable Granularity Approach

scientific article published on 23 January 2018

Granular Data Description: Designing Ellipsoidal Information Granules

scientific article

Granular Description of Data Structures: A Two-Phase Design

scientific article published on 01 January 2019

Granular Fuzzy Modeling Guided Through the Synergy of Granulating Output Space and Clustering Input Subspaces

scientific article published on 19 April 2019

Granular Model of Long-Term Prediction for Energy System in Steel Industry

scientific article published on 07 July 2015

Granular Prediction and Dynamic Scheduling Based on Adaptive Dynamic Programming for the Blast Furnace Gas System

scientific article published on 02 April 2019

Granular computing: perspectives and challenges

scientific article published on December 2013

Granular neural networks and their development through context-based clustering and adjustable dimensionality of receptive fields

scientific article published on 11 August 2009

Granular neural networks: concepts and development schemes.

scientific article published in April 2013

Granular robust mean-CVaR feedstock flow planning for waste-to-energy systems under integrated uncertainty

scientific article published in October 2014

Granularity and Entropy of Intuitionistic Fuzzy Information and Their Applications

scientific article published on 02 March 2020

Guest Editorial: Special Issue on Advances in Multiobjective Evolutionary Algorithms for Data Mining

scientific article published in February 2014

Heterogeneous fuzzy logic networks: fundamentals and development studies

scientific article

Hierarchical Granular Computing-Based Model and Its Reinforcement Structural Learning for Construction of Long-Term Prediction Intervals

scientific article published on 28 January 2020

Higher-order Fuzzy Cognitive Maps

Human experts' and a fuzzy model's predictions of outcomes of scoliosis treatment: a comparative analysis

scientific article published on 4 December 2014

Human-centric analysis and interpretation of time series: a perspective of granular computing

Hybrid Fuzzy Wavelet Neural Networks Architecture Based on Polynomial Neural Networks and Fuzzy Set/Relation Inference-Based Wavelet Neurons

scientific article published on 11 August 2017

Hybrid neural prediction and optimized adjustment for coke oven gas system in steel industry

scientific article published on March 2012

Hybrid optimization with improved tabu search

Hyperplane Assisted Evolutionary Algorithm for Many-Objective Optimization Problems

scientific article published on 04 March 2019

Improved Polynomial Fuzzy Modeling and Controller with Stability Analysis for Nonlinear Dynamical Systems

Incremental Hash-Bit Learning for Semantic Image Retrieval in Nonstationary Environments

scientific article published on 27 June 2018

Incremental Hashing for Semantic Image Retrieval in Nonstationary Environments

scientific article published on July 2016

Information Granulation-Based Fuzzy Clustering of Time Series

scientific article published on 25 February 2020

Introduction to the Special Issue on Recent Advances of Blockchain Evolution: Architecture and Performance

scientific article published on 22 May 2024

Intuitionistic Multiplicative Group Analytic Hierarchy Process and Its Use in Multicriteria Group Decision-Making

scientific article

Ischemia episode detection in ECG using kernel density estimation, support vector machine and feature selection

scientific article published on 15 June 2012

Large-Scale Multimodality Attribute Reduction With Multi-Kernel Fuzzy Rough Sets

Learning of fuzzy cognitive maps using density estimate

scientific article published on 14 February 2012

Limited Rationality and Its Quantification Through the Interval Number Judgments With Permutations

scientific article

Linguistic Distribution and Priority-Based Approximation to Linguistic Preference Relations With Flexible Linguistic Expressions in Decision Making

scientific article published on 23 January 2020

Local-Density-Based Optimal Granulation and Manifold Information Granule Description.

scientific article published on 19 September 2017

Measuring relevance between discrete and continuous features based on neighborhood mutual information

Minimization of lattice finite automata and its application to the decomposition of lattice languages

scientific article published in July 2007

Multidirectional Prediction Approach for Dynamic Multiobjective Optimization Problems

scientific article published on 19 June 2018

Multimodal Infant Brain Segmentation by Fuzzy-Informed Deep Learning

scientific article published in 2022

Multiple Relevant Feature Ensemble Selection Based on Multilayer Co-Evolutionary Consensus MapReduce

scientific article published on 16 August 2018

OR/AND neurons and the development of interpretable logic models

scientific article

Online Feature Transformation Learning for Cross-Domain Object Category Recognition

scientific article published on 9 June 2017

Online Tool Condition Monitoring Based on Parsimonious Ensemble

scientific article published on 12 October 2018

Optimal Interaction Priority Calculation From Hesitant Fuzzy Preference Relations Based on the Monte Carlo Simulation Method for the Acceptable Consistency and Consensus

scientific article published on 14 January 2020

Optimization of Granulation-Degranulation Mechanism Through Neurocomputing

scientific article published on 29 October 2020

Optimized face recognition algorithm using radial basis function neural networks and its practical applications

scientific article published on 5 June 2015

Parallel Learning of Large Fuzzy Cognitive Maps

Parallel programmable asynchronous neighborhood mechanism for Kohonen SOM implemented in CMOS technology.

scientific article published on 28 October 2011

Pattern clustering with statistical methods using a DNA-based algorithm.

scientific article published in June 2012

Petrologic Characteristics of the Lunar Surface

scientific article

Preface to the special section on new trends on pattern recognition with fuzzy models

scholarly article by Oscar Castillo et al published January 2010 in Fuzzy Sets and Systems

Realization of the conscience mechanism in CMOS implementation of winner-takes-all self-organizing neural networks.

scientific article published on 22 April 2010

Recognition System Using Fusion Normalization Based on Morphological Features of Post-Exercise ECG for Intelligent Biometrics

scientific article published on 12 December 2020

Recourse-based facility-location problems in hybrid uncertain environment

scientific article published in December 2009

Robust detection of heartbeats using association models from blood pressure and EEG signals

scientific article

Rough-fuzzy collaborative clustering.

scientific article published in August 2006

Rule-Based Modeling With DBSCAN-Based Information Granules

scientific article published on 19 March 2019

Score-based resampling method for evolutionary algorithms.

scientific article published in October 2008

Security Data Collection and Data Analytics in the Internet: A Survey

scientific article published in 2019

Selecting discrete and continuous features based on neighborhood decision error minimization.

scientific article

Semisupervised Learning via Axiomatic Fuzzy Set Theory and SVM

scientific article published on 01 December 2020

Soft set based association rule mining

Special Issue on Granular/Symbolic Data Processing

scientific article published on 6 January 2016

Special issue on Software Engineering and Soft Computing

Supervised Learning: Decision Trees, Rule Algorithms, and Their Hybrids

Text Mining

chapter in book from 2007

The Knowledge Discovery Process

The Learning of Fuzzy Cognitive Maps With Noisy Data: A Rapid and Robust Learning Method With Maximum Entropy

scientific article published on 21 August 2019

The design of free structure granular mappings: the use of the principle of justifiable granularity

scientific article published in December 2013

The equivalence between fuzzy Mealy and fuzzy Moore machines

scientific article published on 25 October 2005

Transfer Boosting With Synthetic Instances for Class Imbalanced Object Recognition

scientific article published on 22 December 2016

Type-2 Fuzzy Logic: Theory and Applications

Unsupervised Learning: Association Rules

Using Stigmergy to Distinguish Event-Specific Topics in Social Discussions

scientific article published on 02 July 2018

Wavelet Frame-Based Fuzzy C-Means Clustering for Segmenting Images on Graphs

scientific article published on 10 July 2019

Weighted Kernel Fuzzy C-Means-Based Broad Learning Model for Time-Series Prediction of Carbon Efficiency in Iron Ore Sintering Process

scientific article published on 09 December 2020

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