| 2026 | LAK | Understanding and Supporting STEM Students Through Digital Nudging: Evidence-Based Requirements for Learning Analytics Interventions. | Thorleif Harder, Monique Janneck, Amir Madany Mamlouk |
| 2021 | EJC | A Knowledge-Model for AI-Driven Tutoring Systems. | Andreas Baumgart, Amir Madany Mamlouk |
| 2020 | IJCNN | Deep Neural-Gas Clustering for Instance Segmentation across Imaging Experiments. | Philipp Grning, Amir Madany Mamlouk |
| 2017 | IJCNN | Perception space analysis: From color vision to odor perception. | Amir Madany Mamlouk, Martin Haker, Thomas Martinetz |
| 2014 | ICANN | The Importance of Physiological Noise Regression in High Temporal Resolution fMRI. | Norman Scheel, Catie Chang, Amir Madany Mamlouk |
| 2012 | ICANN | A Multivariate Approach to Estimate Complexity of FMRI Time Series. | Henry Schtze, Thomas Martinetz, Silke Anders, Amir Madany Mamlouk |
| 2011 | ICANN | SNPboost: Interaction Analysis and Risk Prediction on GWA Data. | Ingrid Brnne, Jeanette Erdmann, Amir Madany Mamlouk |
| 2010 | ICANN | Sparse Coding for Feature Selection on Genome-Wide Association Data. | Ingrid Brnne, Kai Labusch, Amir Madany Mamlouk |
| 2008 | ICANN | Reliability of Cross-Validation for SVMs in High-Dimensional, Low Sample Size Scenarios. | Sascha Klement, Amir Madany Mamlouk, Thomas Martinetz |