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Lista de obras de 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

artículo científico publicado en 2018

A DNA-Based Algorithm for Minimizing Decision Rules: A Rough Sets Approach ⬇️

artículo científico publicado el 1 de septiembre de 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

artículo científico publicado en 2020

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

artículo científico publicado en 2020

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

artículo científico publicado en 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

artículo científico publicado en 2016

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

artículo científico publicado en 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 ⬇️

artículo científico publicado el 13 de octubre de 2011

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

artículo científico publicado en 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 ⬇️

artículo científico publicado el 1 de octubre de 2003

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

artículo científico publicado en 2009

A granular description of ECG signals

artículo científico publicado en 2006

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

artículo científico publicado en 2008

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

artículo científico publicado en 2009

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

artículo científico publicado en 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.

artículo científico publicado en 2014

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

artículo científico publicado en 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

artículo científico publicado en 2018

An Optimization of Allocation of Information Granularity in the Interpretation of Data Structures: Toward Granular Fuzzy Clustering ⬇️

artículo científico publicado el 3 de noviembre de 2011

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

artículo científico publicado en 2005

An interactive framework for an analysis of ECG signals.

artículo científico publicado en 2002

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

artículo científico publicado en 2015

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

artículo científico publicado en 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

artículo científico publicado en 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

artículo científico publicado en 2018

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

artículo científico publicado en 2013

Constructing general partial differential equations using polynomial and neural networks

artículo científico publicado en 2015

DNA approach to solve clustering problem based on a mutual order

artículo científico publicado en 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

artículo científico publicado en 2015

Data-Driven Adaptive Probabilistic Robust Optimization Using Information Granulation

artículo científico publicado en 2016

Data-driven Nonlinear Hebbian Learning method for Fuzzy Cognitive Maps

Databases, Data Warehouses, and OLAP

Design of double fuzzy clustering-driven context neural networks

artículo científico publicado en 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).

artículo científico publicado en 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

artículo científico publicado en 2019

Discretization Methods

Discriminative sparse subspace learning and its application to unsupervised feature selection

artículo científico publicado en 2016

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

artículo científico publicado en 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. ⬇️

artículo científico publicado en 2015

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.

artículo científico publicado en 2008

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

artículo científico publicado en 2022

Face recognition using an enhanced independent component analysis approach

artículo científico publicado en 2007

Face recognition using fuzzy integral and wavelet decomposition method

artículo científico publicado en 2004

Fifty years of Information Sciences: A bibliometric overview

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

artículo científico publicado en 2018

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

artículo científico publicado en 2019

From principal curves to granular principal curves

artículo científico publicado en 2013

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

artículo científico

Fuzzy Relational Matrix Factorization and Its Granular Characterization in Data Description

artículo científico publicado en 2022

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

artículo científico publicado en 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

artículo científico publicado en 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

artículo científico publicado en 2004

Genetic learning of fuzzy cognitive maps

Genetically optimized fuzzy decision trees.

artículo científico publicado en 2005

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

artículo científico publicado en 2015

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

artículo científico publicado en 2016

Granular Description of Data Structures: A Two-Phase Design

artículo científico publicado en 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

artículo científico

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

artículo científico publicado en 2019

Granular computing: perspectives and challenges

artículo científico publicado en 2013

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

artículo científico publicado en 2009

Granular neural networks: concepts and development schemes.

artículo científico publicado en 2013

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

artículo científico publicado en 2014

Granularity and Entropy of Intuitionistic Fuzzy Information and Their Applications

artículo científico publicado en 2020

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

artículo científico publicado en 2014

Heterogeneous fuzzy logic networks: fundamentals and development studies

artículo científico publicado en 2004

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

artículo científico publicado en 2020

Higher-order Fuzzy Cognitive Maps

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

artículo científico publicado en 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

artículo científico

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

artículo científico publicado en 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

artículo científico publicado en 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

artículo científico publicado en 2024

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

artículo científico publicado en 2017

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

artículo científico publicado el 15 de junio de 2012

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

Learning of fuzzy cognitive maps using density estimate

artículo científico publicado en 2012

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

artículo científico publicado en 2016

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.

artículo científico publicado en 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

artículo científico publicado en 2007

Multidirectional Prediction Approach for Dynamic Multiobjective Optimization Problems

artículo científico publicado en 2018

Multimodal Infant Brain Segmentation by Fuzzy-Informed Deep Learning

artículo científico publicado en 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

artículo científico publicado en 2006

Online Feature Transformation Learning for Cross-Domain Object Category Recognition

artículo científico publicado en 2017

Online Tool Condition Monitoring Based on Parsimonious Ensemble

artículo científico publicado en 2018

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

artículo científico publicado en 2020

Optimization of Granulation-Degranulation Mechanism Through Neurocomputing

artículo científico publicado en 2020

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

artículo científico publicado en 2015

Parallel Learning of Large Fuzzy Cognitive Maps

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

artículo científico publicado en 2011

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

artículo científico publicado en 2012

Petrologic Characteristics of the Lunar Surface

artículo científico publicado en 2015

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.

artículo científico publicado en 2010

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

artículo científico publicado en 2020

Recourse-based facility-location problems in hybrid uncertain environment

artículo científico publicado en 2009

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

artículo científico publicado en 2016

Rough-fuzzy collaborative clustering

artículo científico publicado en 2006

Rule-Based Modeling With DBSCAN-Based Information Granules

artículo científico publicado en 2019

Score-based resampling method for evolutionary algorithms

artículo científico publicado en 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.

artículo científico publicado en 2009

Semisupervised Learning via Axiomatic Fuzzy Set Theory and SVM

artículo científico publicado en 2020

Soft set based association rule mining

Special Issue on Granular/Symbolic Data Processing

artículo científico publicado en 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

artículo científico publicado en 2013

The equivalence between fuzzy Mealy and fuzzy Moore machines

artículo científico publicado en 2005

Transfer Boosting With Synthetic Instances for Class Imbalanced Object Recognition

artículo científico publicado en 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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