Publications by authors named "Edwin Lughofer"

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Few-Shot Continual Learning via Flat-to-Wide Approaches.
Muhammad Anwar Ma'Sum, Mahardhika Pratama, Edwin Lughofer, Lin Liu, Habibullah

IEEE Trans Neural Netw Learn Syst· May 2025

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Evolving fuzzy neural classifier that integrates uncertainty from human-expert feedback.
Paulo Vitor de Campos Souza, Edwin Lughofer

Evol Syst (Berl)· August 2022

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An Explainable Evolving Fuzzy Neural Network to Predict the k Barriers for Intrusion Detection Using a Wireless Sensor Network.
Paulo Vitor de Campos Souza, Edwin Lughofer, Huoston Rodrigues Batista

Sensors (Basel)· July 2022

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Deep Learning for Financial Engineering.
Mu-Yen Chen, Arun Kumar Sangaiah, Ting-Hsuan Chen, Edwin David Lughofer, Erol Egrioglu

Comput Econ· April 2022

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New aggregation operators on group-based generalized intuitionistic fuzzy soft sets.
Khizar Hayat, Zalishta Tariq, Edwin Lughofer, M Fahim Aslam

Soft comput· September 2021

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Editorial: Anticipatory Systems: Humans Meet Artificial Intelligence.
Mu-Yen Chen, Edwin Lughofer, Jose de Jesus Rubio, Yenchun Jim Wu

Front Psychol· July 2021

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An intelligent Bayesian hybrid approach to help autism diagnosis.
Paulo Vitor de Campos Souza, Augusto Junio Guimaraes, Vanessa Souza Araujo, Edwin Lughofer

Soft comput· May 2021

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Identification of Heart Sounds with an Interpretable Evolving Fuzzy Neural Network.
Paulo Vitor de Campos Souza, Edwin Lughofer

Sensors (Basel)· November 2020

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Online Tool Condition Monitoring Based on Parsimonious Ensemble.
Mahardhika Pratama, Eric Dimla, Tegoeh Tjahjowidodo, Witold Pedrycz, Edwin Lughofer

IEEE Trans Cybern· February 2020

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The Power of Visual Texture in Aesthetic Perception: An Exploration of the Predictability of Perceived Aesthetic Emotions.
Jianli Liu, Edwin Lughofer, Xianyi Zeng, Zhengxin Li

Comput Intell Neurosci· December 2018

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Toward Model Building for Visual Aesthetic Perception.
Jianli Liu, Edwin Lughofer, Xianyi Zeng

Comput Intell Neurosci· July 2018

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Calibration model maintenance in melamine resin production: Integrating drift detection, smart sample selection and model adaptation.
Ramin Nikzad-Langerodi, Edwin Lughofer, Carlos Cernuda, Thomas Reischer, Wolfgang Kantner

Anal Chim Acta· July 2018

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Domain-Invariant Partial-Least-Squares Regression.
Ramin Nikzad-Langerodi, Werner Zellinger, Edwin Lughofer, Susanne Saminger-Platz

Anal Chem· June 2018

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Automatic feed phase identification in multivariate bioprocess profiles by sequential binary classification.
Ramin Nikzad-Langerodi, Edwin Lughofer, Susanne Saminger-Platz, Thomas Zahel, Patrick Sagmeister

Anal Chim Acta· August 2017

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Improved quantification of important beer quality parameters based on nonlinear calibration methods applied to FT-MIR spectra.
Carlos Cernuda, Edwin Lughofer, Helmut Klein, Clemens Forster, Marcin Pawliczek

Anal Bioanal Chem· January 2017

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Aesthetic perception of visual textures: a holistic exploration using texture analysis, psychological experiment, and perception modeling.
Jianli Liu, Edwin Lughofer, Xianyi Zeng

Front Comput Neurosci· November 2015

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PANFIS: a novel incremental learning machine.
Mahardhika Pratama, Sreenatha G Anavatti, Plamen P Angelov, Edwin Lughofer

IEEE Trans Neural Netw Learn Syst· January 2014

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Evolving chemometric models for predicting dynamic process parameters in viscose production.
Carlos Cernuda, Edwin Lughofer, Lisbeth Suppan, Thomas Röder, Roman Schmuck

Anal Chim Acta· May 2012

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