| 2021 | CISIS | Trustworthy Explainability Acceptance: A New Metric to Measure the Trustworthiness of Interpretable AI Medical Diagnostic Systems. | Davinder Kaur, Suleyman Uslu, Arjan Durresi, Sunil Badve, Murat Dundar |
| 2021 | ICDAR | Open Set Authorship Attribution Toward Demystifying Victorian Periodicals. | Sarkhan Badirli, Mary Borgo Ton, Abdulmecit Gungor, Murat Dundar |
| 2020 | ECCV | Bayesian Zero-Shot Learning. | Sarkhan Badirli, Zeynep Akata, Murat Dundar |
| 2016 | CIKM | Bayesian Non-Exhaustive Classification A Case Study: Online Name Disambiguation using Temporal Record Streams. | Baichuan Zhang, Murat Dundar, Mohammad Al Hasan |
| 2015 | ICMLA | Simplicity of Kmeans Versus Deepness of Deep Learning: A Case of Unsupervised Feature Learning with Limited Data. | Murat Dundar, Qiang Kou, Baichuan Zhang, Yicheng He, Bartek Rajwa |
| 2014 | KDD | Batch discovery of recurring rare classes toward identifying anomalous samples. | Murat Dundar, Halid Ziya Yerebakan, Bartek Rajwa |
| 2012 | ICDM | Self-Adjusting Models for Semi-supervised Learning in Partially Observed Settings. | Ferit Akova, Murat Dundar, Yuan (Alan) Qi, Bartek Rajwa |
| 2012 | ICML | Bayesian Nonexhaustive Learning for Online Discovery and Modeling of Emerging Classes. | Murat Dundar, Ferit Akova, Yuan (Alan) Qi, Bartek Rajwa |
| 2010 | ICPR | A Multiple Instance Learning Approach toward Optimal Classification of Pathology Slides. | Murat Dundar, Sunil Badve, Vikas C. Raykar, Rohit K. Jain, Olcay Sertel, Metin N. Gurcan |
| 2009 | IGARSS | Target Detection with Spatio-spectral Data via Concordance Learning. | Murat Dundar |
| 2009 | KDD | Learning with a non-exhaustive training dataset: a case study: detection of bacteria cultures using optical-scattering technology. | Murat Dundar, E. Daniel Hirleman, Arun K. Bhunia, J. Paul Robinson, Bartek Rajwa |
| 2009 | MICCAI | A Two-Level Approach Towards Semantic Colon Segmentation: Removing Extra-Colonic Findings. | Le Lu, Matthias Wolf, Jianming Liang, Murat Dundar, Jinbo Bi, Marcos Salganicoff |
| 2008 | ICML | Polyhedral classifier for target detection: a case study: colorectal cancer. | Murat Dundar, Matthias Wolf, Sarang Lakare, Marcos Salganicoff, Vikas C. Raykar |
| 2008 | ICML | Bayesian multiple instance learning: automatic feature selection and inductive transfer. | Vikas C. Raykar, Balaji Krishnapuram, Jinbo Bi, Murat Dundar, R. Bharat Rao |
| 2007 | CVPR | Joint Optimization of Cascaded Classifiers for Computer Aided Detection. | Murat Dundar, Jinbo Bi |
| 2007 | IJCAI | Learning Classifiers When the Training Data Is Not IID. | Murat Dundar, Balaji Krishnapuram, Jinbo Bi, R. Bharat Rao |
| 2006 | IGARSS | Incorporating Spatial Contiguity into the Design of a Support Vector Machine Classifier. | Murat Dundar, James Theiler, Simon Perkins |
| 2005 | ICDM | Semi-Supervised Mixture of Kernels via LPBoost Methods. | Jinbo Bi, Glenn Fung, Murat Dundar, R. Bharat Rao |
| 2005 | SDM | Sparse Fisher Discriminant Analysis for Computer Aided Detection. | Murat Dundar, Glenn Fung, Jinbo Bi, Sathyakama Sandilya, R. Bharat Rao |
| 2004 | ICML | A fast iterative algorithm for fisher discriminant using heterogeneous kernels. | Glenn Fung, Murat Dundar, Jinbo Bi, R. Bharat Rao |