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E

Edwin Lughofer

Nanyang Technological University

48H-index
290Paper Count
8.7KCitation Count
Published Papers 81
Publication Date
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Online Active Learning for Evolving Error Feedback Fuzzy Models Within a Multi-Innovation Context
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2024-11-01
err1
PREAI
errLughofer, Edwin; Skrjanc, Igor
errShare
errSave
Robust Evolving Fuzzy Classifier Integrating Noise Smoothing and Soft Dimension Reduction
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2024-10-01
err0
PREAI
errLughofer, Edwin; Skrjanc, Igor
errShare
errSave
Few-Shot Continual Learning via Flat-to-Wide Approaches
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err0
errOAAI
errMa'sum, Muhammad Anwar; Pratama, Mahardhika; Lughofer, Edwin; Liu, Lin; Kowalczyk, Ryszard
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errSave
Data-driven prediction of possible quality deterioration in injection molding processes
errAPPLIED SOFT COMPUTING
IF6.6
err2024-01-01
err2
errOAAI
errLughofer, Edwin; Pichler, Kurt
errShare
errSave
EFNC-Exp: An evolving fuzzy neural classifier integrating expert rules and uncertainty
errFUZZY SETS AND SYSTEMS
IF2.7
err2023-08-01
err10
errOAAI
errSouza, Paulo Vitor de Campos; Lughofer, Edwin
errShare
errSave
Evolving Neuro-Fuzzy Systems-Based Design of Experiments in Process Identification
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2023-06-01
err9
PREAI
errOzbot, Miha; Lughofer, Edwin; Skrjanc, Igor
errShare
errSave
Evolving multi-user fuzzy classifier system with advanced explainability and interpretability aspects
errINFORMATION FUSION
IF15.5
err2023-03-01
err9
errOAAI
errLughofer, Edwin; Pratama, Mahardhika
errShare
errSave
Evolving Error Feedback Fuzzy Model for Improved Robustness Under Measurement Noise
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2023-03-01
err21
PREAI
errLughofer, Edwin; Skrjanc, Igor
errShare
errSave
Evolving multi-label fuzzy classifier with advanced robustness respecting human uncertainty
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-11-01
err3
errOAAI
errLughofer, Edwin
errShare
errSave
Online active learning for an evolving fuzzy neural classifier based on data density and specificity
errNEUROCOMPUTING
IF6.5
err2022-11-01
err5
errOAAI
errSouza, Paulo Vitor de Campos; Lughofer, Edwin
errShare
errSave
EFNN-NullUni: An evolving fuzzy neural network based on null-uninorm
errFUZZY SETS AND SYSTEMS
IF2.7
err2022-11-01
err14
errOAAI
errSouza, Paulo Vitor de Campos; Lughofer, Edwin
errShare
errSave
An Explainable Evolving Fuzzy Neural Network to Predict the k Barriers for Intrusion Detection Using a Wireless Sensor Network
errSENSORS
IF3.5
err2022-07-21
err10
errOAAI
errSouza, Paulo Vitor de Campos; Lughofer, Edwin; Batista, Huoston Rodrigues
errShare
errSave
Deep learning and intelligent system towards smart manufacturing
errENTERPRISE INFORMATION SYSTEMS
IF3.9
err2022-02-02
err6
errOAAI
errChen, Mu-Yen; Lughofer, Edwin David; Egrioglu, Erol
errShare
errSave
An advanced interpretable Fuzzy Neural Network model based on uni-nullneuron constructed from n-uninorms
errFUZZY SETS AND SYSTEMS
IF2.7
err2022-01-01
err22
PREAI
errSouza, Paulo Vitor de Campos; Lughofer, Edwin
errShare
errSave
An interpretable evolving fuzzy neural network based on self-organized direction-aware data partitioning and fuzzy logic neurons
errAPPLIED SOFT COMPUTING
IF6.6
err2021-11-01
err14
errOAAI
errde Campos Souza, Paulo Vitor; Lughofer, Edwin; Guimaraes, Augusto Junio
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errSave
Cloud & fog computing: intelligent applications
errENTERPRISE INFORMATION SYSTEMS
IF3.9
err2021-10-06
err0
errOAAI
errChen, Mu-Yen; Lughofer, Edwin David; Egrioglu, Erol
errShare
errSave
New aggregation operators on group-based generalized intuitionistic fuzzy soft sets
errSOFT COMPUTING
IF2.5
err2021-09-13
err34
errOAAI
errHayat, Khizar; Tariq, Zalishta; Lughofer, Edwin; Aslam, M. Fahim
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errSave
An evolving neuro-fuzzy system based on uni-nullneurons with advanced interpretability capabilities
errNEUROCOMPUTING
IF6.5
err2021-09-01
err27
errOAAI
errSouza, Paulo Vitor de Campos; Lughofer, Edwin
errShare
errSave
An intelligent Bayesian hybrid approach to help autism diagnosis
errSOFT COMPUTING
IF2.5
err2021-05-24
err6
errOAAI
errSouza, Paulo Vitor de Campos; Guimaraes, Augusto Junio; Araujo, Vanessa Souza; Lughofer, Edwin
errShare
errSave
A soft-computing framework for automated optimization of multiple product quality criteria with application to micro-fluidic chip production
errAPPLIED SOFT COMPUTING
IF6.6
err2021-01-01
err4
errOAAI
errZavoianu, Alexandru-Ciprian; Lughofer, Edwin; Pollak, Robert; Eitzinger, Christian; Radauer, Thomas
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errSave

Research Directions

No research directions
Co-authors
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H-index: 113 · Papers: 1.3K
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