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ORCIDDragoljub Pokrajac
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- affiliation: Delaware State University, Dover, USA
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Journal Articles
- 2019
[j13]David D. Pokrajac, Poopalasingam Sivakumar, Yuriy Markushin, Daniela M. Milovic, Gary Holness, Jinjie Liu
, Noureddine Melikechi, Mukti Rana:
Modeling of laser-induced breakdown spectroscopic data analysis by an automatic classifier. Int. J. Data Sci. Anal. 8(2): 213-220 (2019)- 2015
- [j12]Marko D. Petkovic, Predrag R. Bakic, Andrew D. A. Maidment, David D. Pokrajac:
Asymptotic number of Z3Δ cells covering C(1) surface on uniform grid and complexity of recursive-partitioning simulation of septal tissue regions. Appl. Math. Comput. 252: 263-272 (2015) - [j11]Feiyu Chen, Predrag R. Bakic, Andrew D. A. Maidment, Shane T. Jensen, Xiquan Shi, David D. Pokrajac:
Description and Characterization of a Novel Method for Partial Volume Simulation in Software Breast Phantoms. IEEE Trans. Medical Imaging 34(10): 2146-2161 (2015) - 2012
- [j10]Marko D. Petkovic, Dragoljub Pokrajac, Longin Jan Latecki:
Spherical coverage verification. Appl. Math. Comput. 218(19): 9699-9715 (2012) - 2010
- [j9]Tia Vance, Dragoljub Pokrajac, Aleksandar Lazarevic, Aristides Marcano, Yuri Markushin, Samantha McDaniel, Noureddine Melikechi:
Classification of LIBS Protein Spectra Using Multilayer Perceptrons. Trans. Mass Data Anal. Images Signals 2(1): 96-111 (2010) - 2009
- [j8]Daniela M. Milovic, Mihajlo C. Stefanovic, Dragoljub Pokrajac:
Communication Theory Stochastic approach for output SINR computation at SC diversity systems with correlated Nakagami-m fading. Eur. Trans. Telecommun. 20(5): 482-486 (2009) - 2008
- [j7]Vasileios Megalooikonomou, Despina Kontos, Dragoljub Pokrajac, Aleksandar Lazarevic, Zoran Obradovic:
An adaptive partitioning approach for mining discriminant regions in 3D image data. J. Intell. Inf. Syst. 31(3): 217-242 (2008) - 2006
- [j6]Longin Jan Latecki, Vasileios Megalooikonomou, Roland Miezianko, Dragoljub Pokrajac:
Using spatiotemporal blocks to reduce the uncertainty in detecting and tracking moving objects in video. Int. J. Intell. Syst. Technol. Appl. 1(3/4): 376-392 (2006) - 2005
- [j5]Dragoljub Pokrajac, Vasileios Megalooikonomou, Aleksandar Lazarevic, Despina Kontos, Zoran Obradovic:
Applying spatial distribution analysis techniques to classification of 3D medical images. Artif. Intell. Medicine 33(3): 261-280 (2005) - [j4]Longin Jan Latecki, Roland Miezianko, Dragoljub Pokrajac:
Reliability of motion features in surveillance videos. Integr. Comput. Aided Eng. 12(3): 279-290 (2005) - 2003
- [j3]Dragoljub Pokrajac, Reed L. Hoskinson, Zoran Obradovic:
Modeling Spatial-Temporal Data with a Short Observation History. Knowl. Inf. Syst. 5(3): 368-386 (2003) - 1999
- [j2]Savo G. Glisic, Zorica B. Nikolic, Dragoljub Pokrajac, Pentti A. Leppänen:
Performance enhancement of DSSS systems: two-dimensional interference suppression. IEEE Trans. Commun. 47(10): 1549-1560 (1999) - 1995
- [j1]Dragoljub Pokrajac, Zorica B. Nikolic:
A correction to Kurt Metzger's algorithm in the paper "On the probability density of intersymbol interference". IEEE Trans. Commun. 43(12): 2868 (1995)
Conference and Workshop Papers
- 2020
- [c36]Milena Cukic, Dragoljub Pokrajac, Viktoria Lopez:
On Mistakes We Made in Prior Computational Psychiatry Data Driven Approach Projects and How They Jeopardize Translation of Those Findings in Clinical Practice. IntelliSys (3) 2020: 493-510 - 2018
- [c35]Predrag R. Bakic, David D. Pokrajac, Michael D. Feldman, Andrew D. A. Maidment:
Simulation of sequential pathology images for the virtual clinical trials with rad-path correlation. IWBI 2018: 107180F - [c34]Predrag R. Bakic, Bruno Barufaldi, David D. Pokrajac, Susan P. Weinstein, Andrew D. A. Maidment:
Optimized simulation of breast anatomy for virtual clinical trials. IWBI 2018: 107181X - [c33]Bruno Barufaldi, Predrag R. Bakic, David D. Pokrajac, Miguel A. Lago, Andrew D. A. Maidment:
Developing populations of software breast phantoms for virtual clinical trials. IWBI 2018: 107181U - 2017
- [c32]David D. Pokrajac, Kimberley Sudler, Diana Yankovich, Teresa Hardee:
Modeling Dormitory Occupancy Using Markov Chains. EDM 2017 - 2016
- [c31]Bruno Barufaldi, Lucas R. Borges, Marcelo Andrade da Costa Vieira, Salvador Gabarda, Andrew D. A. Maidment, Predrag R. Bakic, David D. Pokrajac, Homero Schiabel:
The Effect of Breast Composition on a No-reference Anisotropic Quality Index for Digital Mammography. Digital Mammography / IWDM 2016: 226-233 - [c30]Predrag R. Bakic, David D. Pokrajac, Rebecca Batiste, Michael D. Feldman, Andrew D. A. Maidment:
Simulation of Breast Anatomy: Bridging the Radiology-Pathology Scale Gap. Digital Mammography / IWDM 2016: 478-485 - 2014
- [c29]Predrag R. Bakic, David D. Pokrajac, Raffaele De Caro, Andrew D. A. Maidment:
Realistic Simulation of Breast Tissue Microstructure in Software Anthropomorphic Phantoms. Digital Mammography / IWDM 2014: 348-355 - [c28]Predrag R. Bakic, David D. Pokrajac, Mathew Thomas, Angeliki Skoura, Tatyana Nuzhnaya, Vasileios Megalooikonomou, Brad M. Keller, Yuanjie Zheng, Despina Kontos, James C. Gee, Gilda Cardenosa, Andrew D. A. Maidment:
Correlation between Topological Descriptors of the Breast Ductal Network from Clinical Galactograms and Texture Features of Corresponding Mammograms. Digital Mammography / IWDM 2014: 658-665 - 2012
- [c27]Feiyu Chen, David D. Pokrajac, Xiquan Shi, Fengshan Liu, Andrew D. A. Maidment, Predrag R. Bakic:
Simulation of Three Material Partial Volume Averaging in a Software Breast Phantom. Digital Mammography / IWDM 2012: 149-156 - [c26]Joseph H. Chui, David D. Pokrajac, Andrew D. A. Maidment, Predrag R. Bakic:
Towards Breast Anatomy Simulation Using GPUs. Digital Mammography / IWDM 2012: 506-513 - 2010
- [c25]Tia Vance, Natasa Reljin, Aleksandar Lazarevic, Dragoljub Pokrajac, Vojislav Kecman, Noureddine Melikechi, Aristides Marcano, Yuri Markushin, Samantha McDaniel:
Classification of LIBS protein spectra using support vector machines and adaptive local hyperplanes. IJCNN 2010: 1-7 - 2009
- [c24]Nebojsa Pejcic, Natasa Reljin, Samantha McDaniel, Dragoljub Pokrajac, Aleksandar Lazarevic:
Detection of moving objects using incremental connectivity outlier factor algorithm. ACM Southeast Regional Conference 2009 - [c23]Xingwei Yang, Longin Jan Latecki, Dragoljub Pokrajac:
Outlier Detection with Globally Optimal Exemplar-Based GMM. SDM 2009: 145-154 - 2008
- [c22]Dragoljub Pokrajac, Natasa Reljin, Nebojsa Pejcic, Aleksandar Lazarevic:
Incremental Connectivity-Based Outlier Factor Algorithm. BCS Int. Acad. Conf. 2008: 211-224 - [c21]Roland Miezianko, Dragoljub Pokrajac:
People detection in low resolution infrared videos. CVPR Workshops 2008: 1-6 - [c20]Roland Miezianko, Dragoljub Pokrajac:
Multi-layer Background Change Detection Based on Spatiotemporal Texture Projections. ICCVG 2008: 282-291 - [c19]Roland Miezianko, Dragoljub Pokrajac:
Texture Dissimilarity Measures for Background Change Detection. ICIAR 2008: 680-687 - [c18]Roland Miezianko, Dragoljub Pokrajac:
Localization of detected objects in multi-camera network. ICIP 2008: 2376-2379 - [c17]Roland Miezianko, Dragoljub Pokrajac:
Detecting changes in multilayered orthoimages with spatiotemporal texture blocks. ICPR 2008: 1-4 - [c16]Roland Miezianko, Dragoljub Pokrajac:
Detecting and Recognizing Abandoned Objects in Crowded Environments. ICVS 2008: 241-250 - 2007
- [c15]Dragoljub Pokrajac, Aleksandar Lazarevic, Longin Jan Latecki:
Incremental Local Outlier Detection for Data Streams. CIDM 2007: 504-515 - [c14]Longin Jan Latecki, Aleksandar Lazarevic, Dragoljub Pokrajac:
Outlier Detection with Kernel Density Functions. MLDM 2007: 61-75 - 2005
- [c13]Longin Jan Latecki, Roland Miezianko, Dragoljub Pokrajac:
Tracking motion objects in infrared videos. AVSS 2005: 99-104 - [c12]Longin Jan Latecki, Roland Miezianko, Dragoljub Pokrajac:
Activity and Motion Detection Based on Measuring Texture Change. MLDM 2005: 476-486 - [c11]Longin Jan Latecki, Roland Miezianko, Dragoljub Pokrajac:
Instantaneous reliability assessment of motion features in surveillance videos. Storage and Retrieval Methods and Applications for Multimedia 2005: 76-86 - 2004
- [c10]Longin Jan Latecki, Roland Miezianko, Dragoljub Pokrajac:
Motion Detection Based on Local Variation of Spatiotemporal Texture. CVPR Workshops 2004: 135 - [c9]Despina Kontos, Vasileios Megalooikonomou, Dragoljub Pokrajac, Aleksandar Lazarevic, Zoran Obradovic, Orest B. Boyko, James Ford, Fillia Makedon, Andrew J. Saykin:
Extraction of Discriminative Functional MRI Activation Patterns and an Application to Alzheimer's Disease. MICCAI (2) 2004: 727-735 - 2003
- [c8]Slobodan Vucetic, Dragoljub Pokrajac, Hongbo M. Xie, Zoran Obradovic:
Detection of Underrepresented Biological Sequences using Class-Conditional Distribution Models. SDM 2003: 279-283 - 2002
- [c7]Vasileios Megalooikonomou, Dragoljub Pokrajac, Aleksandar Lazarevic, Zoran Obradovic:
Effective classification of 3D image data using partitioning methods. Visualization and Data Analysis 2002: 62-73 - 2001
- [c6]Dragoljub Pokrajac, Zoran Obradovic:
Improved Spatial-Temporal Forecasting through Modelling of Spatial Residuals in Recent History. SDM 2001: 1-17 - 2000
- [c5]Aleksandar Lazarevic, Dragoljub Pokrajac, Zoran Obradovic:
Distributed clustering and local regression for knowledge discovery in multiple spatial databases. ESANN 2000: 129-134 - [c4]Dragoljub Pokrajac, Zoran Obradovic, Tim Fiez:
A tool for controlled knowledge discovery in spatial domains. ESM 2000: 26-32 - [c3]Dragoljub Pokrajac, Zoran Obradovic, Tim Fiez:
Understanding the influence of noise, sampling density and data distribution on spatial prediction quality through the use of simulated data. ESM 2000: 706-708 - [c2]Dragoljub Pokrajac, Zoran Obradovic:
Learning Heterogeneous Functions from Sparse and Non-Uniform Sample. IJCNN (3) 2000: 103-108 - 1999
- [c1]Dragoljub Pokrajac, Tim Fiez, Dragan Obradovic, Stephen Kwek, Zoran Obradovic:
Distribution comparison for site-specific regression modeling in agriculture. IJCNN 1999: 3937-3941
Informal and Other Publications
- 2018
- [i2]Milena Cukic, David D. Pokrajac, Miodrag Stokic, Slobodan Simic, Vlada Radivojevic, Milos Ljubisavljevic:
EEG machine learning with Higuchi fractal dimension and Sample Entropy as features for successful detection of depression. CoRR abs/1803.05985 (2018) - 2011
- [i1]Marko D. Petkovic, Dragoljub Pokrajac, Longin Jan Latecki:
Spherical coverage verification. CoRR abs/1109.2361 (2011)
Coauthor Index
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