| Publication | Date of Publication | Type |
|---|
| Exploratory machine learning with unknown unknowns | 2024-02-13 | Paper |
| Towards understanding theoretical advantages of complex-reaction networks | 2023-10-17 | Paper |
| Sound and complete causal identification with latent variables given local background knowledge | 2023-08-28 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5053277 | 2022-12-06 | Paper |
| Crowdsourcing label quality: a theoretical analysis | 2022-10-28 | Paper |
| Variable solution structure can be helpful in evolutionary optimization | 2022-10-28 | Paper |
| Result diversification by multi-objective evolutionary algorithms with theoretical guarantees | 2022-07-08 | Paper |
| Flexible Transmitter Network | 2022-02-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4999102 | 2021-07-09 | Paper |
| Harmonic Recurrent Process for Time Series Forecasting | 2021-07-06 | Paper |
| Machine Learning | 2021-02-25 | Paper |
| Logical vision: one-shot meta-interpretive learning from real images | 2021-02-08 | Paper |
| Handling concept drift via model reuse | 2020-05-27 | Paper |
| Multi-label optimal margin distribution machine | 2020-05-27 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5214181 | 2020-02-07 | Paper |
| Maximizing submodular or monotone approximately submodular functions by multi-objective evolutionary algorithms | 2019-08-28 | Paper |
| Evolutionary Learning: Advances in Theories and Algorithms | 2019-07-04 | Paper |
| A simple homotopy proximal mapping algorithm for compressive sensing | 2019-06-26 | Paper |
| Lowest probability mass neighbour algorithms: relaxing the metric constraint in distance-based neighbourhood algorithms | 2019-03-15 | Paper |
| Selective Convolutional Descriptor Aggregation for Fine-Grained Image Retrieval | 2019-02-05 | Paper |
| 2D Feature Selection by Sparse Matrix Regression | 2019-02-05 | Paper |
| Meta-interpretive learning from noisy images | 2018-11-12 | Paper |
| Crowdsourcing with unsure option | 2018-06-14 | Paper |
| Improved Bounds for the Nyström Method With Application to Kernel Classification | 2017-06-08 | Paper |
| Nonlinear Beam-Column Element Under Consistent Deformation | 2017-04-07 | Paper |
| Sparse Learning for Large-Scale and High-Dimensional Data: A Randomized Convex-Concave Optimization Approach | 2016-11-09 | Paper |
| An analysis on recombination in multi-objective evolutionary optimization | 2015-08-27 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2933878 | 2014-12-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5396660 | 2014-02-03 | Paper |
| Flexible Support Vector Regression and Its Application to Fault Detection | 2013-11-19 | Paper |
| Exploiting unlabeled data to enhance ensemble diversity | 2013-03-28 | Paper |
| Introduction to the special issue on learning from multi-label data | 2012-07-31 | Paper |
| Multi-instance multi-label learning | 2012-05-23 | Paper |
| On the approximation ability of evolutionary optimization with application to minimum set cover | 2012-05-23 | Paper |
| Corrigendum to ``Ensembling neural networks: many could be better than all | 2011-01-31 | Paper |
| An Approach to Learning PRM from Incomplete Relational Data | 2010-02-12 | Paper |
| A new approach to estimating the expected first hitting time of evolutionary algorithms | 2009-07-17 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3624134 | 2009-04-28 | Paper |
| Constraint score: A new filter method for feature selection with pairwise constraints | 2008-03-20 | Paper |
| ML-KNN: A lazy learning approach to multi-label learning | 2007-05-23 | Paper |
| AI 2005: Advances in Artificial Intelligence | 2006-11-14 | Paper |
| Face recognition from a single image per person: a survey | 2006-08-16 | Paper |
| Advances in Neural Networks – ISNN 2005 | 2005-11-23 | Paper |
| Learning the kernel parameters in kernel minimum distance classifier | 2005-11-22 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5315747 | 2005-09-09 | Paper |
| A new face recognition method based on SVD perturbation for single example image per person | 2005-05-04 | Paper |
| Projection functions for eye detection | 2004-11-22 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4825890 | 2004-11-05 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3047752 | 2004-08-12 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3044098 | 2004-08-10 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4470926 | 2004-06-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4466817 | 2004-06-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4427021 | 2003-09-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4427057 | 2003-09-18 | Paper |
| Evolving fault-tolerant neural networks | 2003-08-31 | Paper |
| FANNC: A fast adaptive neural network classifier | 2003-05-21 | Paper |
| Face recognition with one training image per person | 2003-02-11 | Paper |
| Three perspectives of data mining | 2003-01-22 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4778752 | 2002-11-19 | Paper |
| Ensembling neural networks: Many could be better than all | 2002-07-15 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4516883 | 2001-05-28 | Paper |
