| 2022 | SSPR | Distributed Decision Trees. | Ozan Irsoy, Ethem Alpaydin |
| 2020 | ICPR | Hierarchical Mixtures of Generators for Adversarial Learning. | Alper Ahmetoglu, Ethem Alpaydin |
| 2018 | ICANN | Convolutional Soft Decision Trees. | Alper Ahmetoglu, Ozan Irsoy, Ethem Alpaydin |
| 2018 | IJCAI | What's in a Game? The Effect of Game Complexity on Deep Reinforcement Learning. | Erdem Emekligil, Ethem Alpaydin |
| 2016 | ICPR | BeamECOC: A local search for the optimization of the ECOC matrix. | Cemre Zor, Berrin A. Yanikoglu, Erinc Merdivan, Terry Windeatt, Josef Kittler, Ethem Alpaydin |
| 2015 | ACML | Autoencoder Trees. | Ozan Irsoy, Ethem Alpaydin |
| 2014 | ICPR | Budding Trees. | Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin |
| 2012 | ICPR | Soft decision trees. | Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin |
| 2011 | Interspeech | Data Sampling and Dimensionality Reduction Approaches for Reranking ASR Outputs Using Discriminative Language Models. | Erin Dikici, Murat Semerci, Murat Saraclar, Ethem Alpaydin |
| 2010 | ICAISC | Canonical Correlation Analysis for Multiview Semisupervised Feature Extraction. | Olcay Kursun, Ethem Alpaydin |
| 2010 | ICPR | Localized Multiple Kernel Regression. | Mehmet Gnen, Ethem Alpaydin |
| 2008 | ICML | Localized multiple kernel learning. | Mehmet Gnen, Ethem Alpaydin |
| 2004 | ICPR | Incremental Mixtures of Factor Analysers. | Albert Ali Salah, Ethem Alpaydin |
| 2003 | ICIP | Optimal Gabor kernel location selection for face recognition. | Berk Gkberk, M. Okan Irfanoglu, Lale Akarun, Ethem Alpaydin |
| 2002 | ICPR | Feature Selection for Pose Invariant Face Recognition. | Berk Gkberk, Lale Akarun, Ethem Alpaydin |
| 2001 | ICANN | Weight Quantization for Multi-layer Perceptrons Using Soft Weight Sharing. | Fatih Kksal, Ethem Alpaydin, Gnhan Dndar |
| 2000 | ICASSP | Two-stage approach for pose invariant face recognition. | E. Demir, Lale Akarun, Ethem Alpaydin |
| 2000 | ICML | MultiStage Cascading of Multiple Classifiers: One Man's Noise is Another Man's Data. | Cenk Kaynak, Ethem Alpaydin |
| 2000 | ICML | Linear Discriminant Trees. | Olcay Taner Yildiz, Ethem Alpaydin |
| 1999 | IWANN | Support Vector Machines for Multi-class Classification. | Eddy Mayoraz, Ethem Alpaydin |
| 1997 | ICDAR | Combining Multiple Representations and Classifiers for Pen-based Handwritten Digit Recognitio. | Fevzi Alimoglu, Ethem Alpaydin |
| 1997 | ICIP | Fuzzy error diffusion of color images. | Lale Akarun, Dogan zdemir, Ethem Alpaydin |
| 1992 | ICPR | Multiple neural networks and weighted voting. | Ethem Alpaydin |