| 2010 | IJCNN | Classification of LIBS protein spectra using support vector machines and adaptive local hyperplanes. | Tia Vance, Natasa Reljin, Aleksandar Lazarevic, Dragoljub Pokrajac, Vojislav Kecman, Noureddine Melikechi, Aristides Marcano, Yuri Markushin, Samantha McDaniel |
| 2009 | SDM | Outlier Detection with Globally Optimal Exemplar-Based GMM. | Xingwei Yang, Longin Jan Latecki, Dragoljub Pokrajac |
| 2008 | CVPR | People detection in low resolution infrared videos. | Roland Miezianko, Dragoljub Pokrajac |
| 2008 | ICCVG | Multi-layer Background Change Detection Based on Spatiotemporal Texture Projections. | Roland Miezianko, Dragoljub Pokrajac |
| 2008 | ICIP | Localization of detected objects in multi-camera network. | Roland Miezianko, Dragoljub Pokrajac |
| 2008 | ICPR | Detecting changes in multilayered orthoimages with spatiotemporal texture blocks. | Roland Miezianko, Dragoljub Pokrajac |
| 2008 | ICVS | Detecting and Recognizing Abandoned Objects in Crowded Environments. | Roland Miezianko, Dragoljub Pokrajac |
| 2007 | CIDM | Incremental Local Outlier Detection for Data Streams. | Dragoljub Pokrajac, Aleksandar Lazarevic, Longin Jan Latecki |
| 2005 | AVSS | Tracking motion objects in infrared videos. | Longin Jan Latecki, Roland Miezianko, Dragoljub Pokrajac |
| 2004 | CVPR | Motion Detection Based on Local Variation of Spatiotemporal Texture. | Longin Jan Latecki, Roland Miezianko, Dragoljub Pokrajac |
| 2004 | IJCNN | Localized neural network based distributional learning for knowledge discovery in protein databases. | Dragoljub Pokrajac, Aleksandar Lazarevic, Teresa Singleton, Zoran Obradovic |
| 2004 | MICCAI | Extraction of Discriminative Functional MRI Activation Patterns and an Application to Alzheimer's Disease. | Despina Kontos, Vasileios Megalooikonomou, Dragoljub Pokrajac, Aleksandar Lazarevic, Zoran Obradovic, Orest B. Boyko, James Ford, Fillia Makedon, Andrew J. Saykin |
| 2003 | SDM | Detection of Underrepresented Biological Sequences using Class-Conditional Distribution Models. | Slobodan Vucetic, Dragoljub Pokrajac, Hongbo M. Xie, Zoran Obradovic |
| 2002 | VDA | Effective classification of 3D image data using partitioning methods. | Vasileios Megalooikonomou, Dragoljub Pokrajac, Aleksandar Lazarevic, Zoran Obradovic |
| 2001 | SDM | Improved Spatial-Temporal Forecasting through Modelling of Spatial Residuals in Recent History. | Dragoljub Pokrajac, Zoran Obradovic |
| 2000 | ESANN | Distributed clustering and local regression for knowledge discovery in multiple spatial databases. | Aleksandar Lazarevic, Dragoljub Pokrajac, Zoran Obradovic |
| 2000 | IJCNN | Learning Heterogeneous Functions from Sparse and Non-Uniform Sample. | Dragoljub Pokrajac, Zoran Obradovic |
| 1999 | IJCNN | Distribution comparison for site-specific regression modeling in agriculture. | Dragoljub Pokrajac, Tim Fiez, Dragan Obradovic, Stephen Kwek, Zoran Obradovic |