| 2017 | RecSys | On Parallelizing SGD for Pairwise Learning to Rank in Collaborative Filtering Recommender Systems. | A. Murat Yagci, Tevfik Aytekin, Fikret S. Grgen |
| 2015 | RecSys | An ensemble approach for multi-label classification of item click sequences. | A. Murat Yagci, Tevfik Aytekin, Fikret S. Grgen |
| 2014 | ECAI | Bayesian Multiview Dimensionality Reduction for Learning Predictive Subspaces. | Mehmet Gnen, Glefsan Bozkurt Gnen, Fikret S. Grgen |
| 2010 | ICPR | Fuzzy Support Vector Machines for ECG Arrhythmia Detection. | N. Ozlem Ozcan, Fikret S. Grgen |
| 2007 | PAKDD | An Analysis of Support Vector Machines for Credit Risk Modeling. | Murat Emre Kaya, Fikret S. Grgen, Nesrin Okay |
| 2006 | GECCO | A comparative study of evolutionary optimization techniques in dynamic environments. | Demet Ayvaz, Haluk Topcuoglu, Fikret S. Grgen |
| 2006 | ICINCO | Neural network based data filtering for position tracking of an underwater vehicle. | M. Ufuk Altunkaya, Serhat Ikizoglu, Fikret S. Grgen |
| 2005 | ICANN | Reducing the Effect of Out-Voting Problem in Ensemble Based Incremental Support Vector Machines. | Zeki Erdem, Robi Polikar, Fikret S. Grgen, Nejat Yumusak |
| 2004 | IDEAL | Spam Mail Detection Using Artificial Neural Network and Bayesian Filter. | Levent zgr, Tunga Gngr, Fikret S. Grgen |
| 1994 | Interspeech | Using wavelet dyadic grids and neural networks for speech recognition. | Richard R. Favero, Fikret S. Grgen |
| 1994 | Interspeech | A continuous HMM based preprocessor for modular speech recognition neural networks. | Fikret S. Grgen, J. M. Song, Robin W. King |
| 1990 | Interspeech | Line spectrum pair frequency - based distance measures for speech recognition. | Fikret S. Grgen, Shigeki Sagayama, Sadaoki Furui |