Concepedia

Edwin Lughofer

EL

Statistics

Publications

138

Citations

7.3K

H-Index

47

Active since

2004

Affiliations

Johannes Kepler University of Linz(Current)

Nanyang Technological University

Profactor (Austria)

Lancaster University

Linz Center of Mechatronics (Austria)

Edwin Lughofer is an author at Johannes Kepler University of Linz specializing in engineering, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningFuzzy LogicSystems EngineeringData MiningIntelligent SystemsArtificial IntelligenceKnowledge Discovery

Publications per year

2004–2023

138

Publications

138

FLEXFIS: A Robust Incremental Learning Approach for Evolving Takagi–Sugeno Fuzzy Models

Edwin Lughofer · IEEE Transactions on Fuzzy Systems · 2008 · 326 citations

Artificial Intelligence, Incremental Learning, Vector Quantization +18

Evolving fuzzy and neuro-fuzzy approaches in clustering, regression, identification, and classification: A Survey

Igor Škrjanc, José Antonio Iglesias, Araceli Sanchis et al. · Information Sciences · 2019 · 317 citations · Full text

PANFIS: A Novel Incremental Learning Machine

Mahardhika Pratama, Sreenatha G. Anavatti, Plamen Angelov et al. · IEEE Transactions on Neural Networks and Learning Systems · 2013 · 266 citations

Artificial Intelligence, Incremental Learning, Fuzzy Systems +19

Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning

Werner Zellinger, Thomas Grubinger, Edwin Lughofer et al. · arXiv (Cornell University) · 2017 · 214 citations · Full text

Natural Language Processing, Engineering, Machine Learning +13

Evolving fuzzy classifiers using different model architectures

Plamen Angelov, Edwin Lughofer, Xiaowei Zhou · Fuzzy Sets and Systems · 2008 · 200 citations

Artificial Intelligence, Fuzzy Logic, Engineering +8

1–5 of 138