| 2022 | SMC | Evolving fuzzy neural network based on null-unineurons for the identification of coronary artery disease. | Augusto Junio Guimares, Paulo Vitor de Campos Souza, Huoston Rodrigues Batista, Edwin Lughofer |
| 2021 | EUSFLAT | Evolving Fuzzy Neural Network Based on Uni-nullneuron to Identify Auction Fraud. | Paulo Vitor de Campos Souza, Edwin Lughofer, Augusto Junio Guimares |
| 2021 | IJCNN | Autonomous Deep Quality Monitoring in Streaming Environments. | Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Edward Kien Yee Yapp |
| 2020 | IPMU | Hybrid Model for Parkinson's Disease Prediction. | Augusto Junio Guimares, Paulo Vitor de Campos Souza, Edwin Lughofer |
| 2019 | CIKM | ATL: Autonomous Knowledge Transfer from Many Streaming Processes. | Mahardhika Pratama, Marcus de Carvalho, Renchunzi Xie, Edwin Lughofer, Jie Lu |
| 2019 | INDIN | Virtual Quality control using bidirectional LSTM networks and gradient boosting. | Amirreza Baghbanpourasl, Edwin Lughofer, Pauline Meyer-Heye, Helmut Zrrer, Christian Eitzinger |
| 2018 | GECCO | Two enhancements for improving the convergence speed of a robust multi-objective coevolutionary algorithm. | Alexandru-Ciprian Zavoianu, Susanne Saminger-Platz, Edwin Lughofer, Wolfgang Amrhein |
| 2018 | SYNASC | Self-adaptive forecast models in predictive maintenance systems. | Edwin Lughofer |
| 2017 | ICLR | Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning. | Werner Zellinger, Thomas Grubinger, Edwin Lughofer, Thomas Natschlger, Susanne Saminger-Platz |
| 2017 | IJCNN | A randomized neural network for data streams. | Mahardhika Pratama, Plamen P. Angelov, Jie Lu, Edwin Lughofer, Manjeevan Seera, Chee Peng Lim |
| 2016 | IJCCI | Robust Fuzzy Modeling and Symbolic Regression for Establishing Accurate and Interpretable Prediction Models in Supervising Tribological Systems. | Edwin Lughofer, Gabriel Kronberger, Michael Kommenda, Susanne Saminger-Platz, Andreas Promberger, Falk Nickel, Stephan M. Winkler, Michael Affenzeller |
| 2016 | IJCNN | Evolving type-2 recurrent fuzzy neural network. | Mahardhika Pratama, Edwin Lughofer, Meng Joo Er, J. Wenny Rahayu, Tharam S. Dillon |
| 2015 | IJCCI | Evolving Fuzzy Systems - Fundamentals, Reliability, Interpretability, Useability and Applications. | Edwin Lughofer |
| 2015 | ISKE | Affective Property Computation of Visual Texture. | Jianli Liu, Edwin Lughofer, Xianyi Zeng, Lei Wang |
| 2015 | SYNASC | A Surrogate-Based Strategy for Multi-objective Tolerance Analysis in Electrical Machine Design. | Alexandru-Ciprian Zavoianu, Edwin Lughofer, Gerd Bramerdorfer, Wolfgang Amrhein, Susanne Saminger-Platz |
| 2014 | ICMLA | Dynamic Inclusion of New Event Types in Visual Inspection Using Evolving Classifiers. | Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Thomas Radauer |
| 2014 | SMC | On the robustness of fault detection in reciprocating compressor valves. | Kurt Pichler, Markus Pichler, Thomas Buchegger, Edwin Lughofer, Erich-Peter Klement, Matthias Huschenbett |
| 2014 | SMC | Reducing false positives for residual-based on-line fault detection by means of filters. | Francisco Serdio, Edwin Lughofer, Kurt Pichler, Thomas Buchegger, Markus Pichler, Hajrudin Efendic |
| 2013 | EUSFLAT | Ensembled Self-Adaptive Fuzzy Calibration Models for On-line Cloud Point Prediction. | Carlos Cernuda, Edwin Lughofer, Peter Hintenaus, Wolfgang Mrzinger, Thomas Reischer, Marcin Pawlicek, Jrgen Kasberger |
| 2013 | ICAISC | On the Performance of Master-Slave Parallelization Methods for Multi-Objective Evolutionary Algorithms. | Alexandru-Ciprian Zavoianu, Edwin Lughofer, Werner Koppelsttter, Gnther Weidenholzer, Wolfgang Amrhein, Erich-Peter Klement |
| 2013 | ICMLA | Generalized Flexible Fuzzy Inference Systems. | Edwin Lughofer, Carlos Cernuda, Mahardhika Pratama |
| 2013 | SYNASC | An Effective Ensemble-Based Method for Creating On-the-Fly Surrogate Fitness Functions for Multi-objective Evolutionary Algorithms. | Alexandru-Ciprian Zavoianu, Edwin Lughofer, Gerd Bramerdorfer, Wolfgang Amrhein, Erich-Peter Klement |
| 2012 | IPMU | Dynamic Quantification of Process Parameters in Viscose Production with Evolving Fuzzy Systems. | Carlos Cernuda, Edwin Lughofer, Lisbeth Suppan, Thomas Rder, Roman Schmuck, Peter Hintenaus, Wolfgang Mrzinger, Jrgen Kasberger |
| 2011 | EUSFLAT | All-Pairs Evolving Fuzzy Classifiers for On-line Multi-Class Classification Problems. | Edwin Lughofer |
| 2011 | EUSFLAT | On-line Redundancy Elimination in Evolving Fuzzy Regression Models using a Fuzzy Inclusion Measure. | Edwin Lughofer, Eyke Hllermeier |
| 2011 | HAIS | On-Line Valuation of Residential Premises with Evolving Fuzzy Models. | Edwin Lughofer, Bogdan Trawinski, Krzysztof Trawinski, Tadeusz Lasota |
| 2011 | ICMLA | Dynamic Evolving Cluster Models Using On-line Split-and-Merge Operations. | Edwin Lughofer |
| 2010 | ICMLA | On Dynamic Selection of the Most Informative Samples in Classification Problems. | Edwin Lughofer |
| 2010 | IPMU | On Dynamic Soft Dimension Reduction in Evolving Fuzzy Classifiers. | Edwin Lughofer |
| 2010 | IPMU | Data-Driven Design of Takagi-Sugeno Fuzzy Systems for Predicting NOx Emissions. | Edwin Lughofer, Vicente Macin, Carlos Guardiola, Erich-Peter Klement |
| 2010 | SMC | Classifier-based analysis of visual inspection: Gender differences in decision-making. | Wolfgang Heidl, Stefan Thumfart, Christian Eitzinger, Edwin Lughofer, Erich-Peter Klement |
| 2009 | EUSFLAT | Detecting and Reacting on Drifts and Shifts in On-Line Data Streams with Evolving Fuzzy Systems. | Edwin Lughofer, Plamen Angelov |
| 2009 | EUSFLAT | Rule Weight Optimization and Feature Selection in Fuzzy Systems with Sparsity Contraints. | Edwin Lughofer, Stefan Kindermann |
| 2008 | ICVS | Increasing Classification Robustness with Adaptive Features. | Christian Eitzinger, Manfred Gmainer, Wolfgang Heidl, Edwin Lughofer |
| 2008 | ICVS | An On-Line Interactive Self-adaptive Image Classification Framework. | Davy Sannen, Marnix Nuttin, Jim E. Smith, Muhammad Atif Tahir, Praminda Caleb-Solly, Edwin Lughofer, Christian Eitzinger |
| 2007 | SMC | Architectures for evolving fuzzy rule-based classifiers. | Plamen Angelov, Xiaowei Zhou, Dimitar P. Filev, Edwin Lughofer |
| 2005 | EUSFLAT | Improving the interpretability of data-driven evolving fuzzy systems. | Edwin Lughofer, Eyke Hllermeier, Erich-Peter Klement |