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Zoran Obradovic - Publications

Affiliations: 
Center for Information Science and Technology Temple University, Philadelphia, PA, United States 
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Year Citation  Score
2020 Zhou F, Gillespie A, Gligorijevic D, Gligorijevic J, Obradovic Z. Use of Disease Embedding Technique to Predict the Risk of Progression to End-Stage Renal Disease. Journal of Biomedical Informatics. 103409. PMID 32304869 DOI: 10.1016/J.Jbi.2020.103409  0.308
2020 Asadi N, Wang Y, Olson I, Obradovic Z. A heuristic information cluster search approach for precise functional brain mapping. Human Brain Mapping. PMID 32034846 DOI: 10.1002/Hbm.24944  0.304
2019 Cao XH, Han C, Glass LM, Kindman A, Obradovic Z. Time-to-Event Estimation by Re-defining Time. Journal of Biomedical Informatics. 103326. PMID 31678589 DOI: 10.1016/J.Jbi.2019.103326  0.303
2018 Rege A, Obradovic Z, Asadi N, Parker E, Pandit R, Masceri N, Singer B. Predicting Adversarial Cyber-Intrusion Stages Using Autoregressive Neural Networks Ieee Intelligent Systems. 33: 29-39. DOI: 10.1109/Mis.2018.111145153  0.305
2017 Radovic M, Ghalwash M, Filipovic N, Obradovic Z. Minimum redundancy maximum relevance feature selection approach for temporal gene expression data. Bmc Bioinformatics. 18: 9. PMID 28049413 DOI: 10.1186/S12859-016-1423-9  0.735
2017 Stojkovic I, Obradovic Z. Sparse Learning of the Disease Severity Score for High-Dimensional Data Complexity. 2017: 1-11. DOI: 10.1155/2017/7120691  0.313
2016 Jordanski M, Radovic M, Milosevic Z, Filipovic N, Obradovic Z. Machine Learning Approach for Predicting Wall Shear Distribution for Abdominal Aortic Aneurysm and Carotid Bifurcation Models. Ieee Journal of Biomedical and Health Informatics. PMID 28113333 DOI: 10.1109/Jbhi.2016.2639818  0.308
2016 Cao XH, Stojkovic I, Obradovic Z. A robust data scaling algorithm to improve classification accuracies in biomedical data. Bmc Bioinformatics. 17: 359. PMID 27612635 DOI: 10.1186/S12859-016-1236-X  0.333
2016 Gligorijevic D, Stojanovic J, Djuric N, Radosavljevic V, Grbovic M, Kulathinal RJ, Obradovic Z. Large-Scale Discovery of Disease-Disease and Disease-Gene Associations. Scientific Reports. 6: 32404. PMID 27578529 DOI: 10.1038/Srep32404  0.64
2016 Stojanovic J, Gligorijevic D, Radosavljevic V, Djuric N, Grbovic M, Obradovic Z. Modeling Healthcare Quality via Compact Representations of Electronic Health Records. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. PMID 27429443 DOI: 10.1109/Tcbb.2016.2591523  0.651
2016 Stojkovic I, Ghalwash M, Cao XH, Obradovic Z. Effectiveness of Multiple Blood-Cleansing Interventions in Sepsis, Characterized in Rats. Scientific Reports. 6: 24719. PMID 27097769 DOI: 10.1038/Srep24719  0.701
2016 Ghalwash MF, Cao XH, Stojkovic I, Obradovic Z. Structured feature selection using coordinate descent optimization. Bmc Bioinformatics. 17: 158. PMID 27059502 DOI: 10.1186/S12859-016-0954-4  0.707
2015 Stiglic G, Povalej Brzan P, Fijacko N, Wang F, Delibasic B, Kalousis A, Obradovic Z. Comprehensible Predictive Modeling Using Regularized Logistic Regression and Comorbidity Based Features. Plos One. 10: e0144439. PMID 26645087 DOI: 10.1371/Journal.Pone.0144439  0.333
2015 Ghalwash MF, Ramljak D, Obradović Z. Patient-specific early classification of multivariate observations. International Journal of Data Mining and Bioinformatics. 11: 392-411. PMID 26336666 DOI: 10.1504/IJDMB.2015.067955  0.718
2015 Gillespie A, Hammer H, Bass SB, Ouzienko V, Obradovic Z, Urbanski M, Browne T, Silva P. Attitudes towards Living Donor Kidney Transplantation among Urban African American Hemodialysis Patients: A Qualitative and Quantitative Analysis. Journal of Health Care For the Poor and Underserved. 26: 852-72. PMID 26320919 DOI: 10.1353/Hpu.2015.0087  0.749
2015 Das D, Ganguly AR, Obradovic Z. A Bayesian Sparse Generalized Linear Model With an Application to Multiscale Covariate Discovery for Observed Rainfall Extremes Over the United States Ieee Transactions On Geoscience and Remote Sensing. DOI: 10.1109/Tgrs.2015.2445911  0.334
2015 Djuric N, Radosavljevic V, Obradovic Z, Vucetic S. Gaussian conditional random fields for aggregation of operational aerosol retrievals Ieee Geoscience and Remote Sensing Letters. 12: 761-765. DOI: 10.1109/Lgrs.2014.2361154  0.637
2015 Roychoudhury S, Ghalwash MF, Obradovic Z. False alarm suppression in early prediction of cardiac arrhythmia 2015 Ieee 15th International Conference On Bioinformatics and Bioengineering, Bibe 2015. DOI: 10.1109/BIBE.2015.7367628  0.706
2014 Gillespie A, Hammer H, Kolenikov S, Polychronopoulou A, Ouzienko V, Obradovic Z, Urbanski MA, Browne T, Silva P. Sex differences and attitudes toward living donor kidney transplantation among urban black patients on hemodialysis. Clinical Journal of the American Society of Nephrology : Cjasn. 9: 1764-72. PMID 25125384 DOI: 10.2215/Cjn.12531213  0.743
2014 Ghalwash MF, Radosavljevic V, Obradovic Z. Utilizing temporal patterns for estimating uncertainty in interpretable early decision making Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 402-411. DOI: 10.1145/2623330.2623694  0.759
2014 Uversky A, Ramljak D, Radosavljević V, Ristovski K, Obradović Z. Panning for gold: using variograms to select useful connections in a temporal multigraph setting Social Network Analysis and Mining. 4: 1-13. DOI: 10.1007/S13278-014-0211-7  0.775
2014 Ouzienko V, Obradovic Z. Imputation of missing links and attributes in longitudinal social surveys Machine Learning. 95: 329-356. DOI: 10.1007/S10994-013-5420-1  0.784
2014 Mathew G, Obradovic Z. A distributed decision support algorithm that preserves personal privacy Journal of Intelligent Information Systems. 44: 107-132. DOI: 10.1007/s10844-014-0331-6  0.43
2014 Radosavljevic V, Vucetic S, Obradovic Z. Neural Gaussian conditional random fields Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8725: 614-629. DOI: 10.1007/978-3-662-44851-9_39  0.567
2013 Radosavljevic V, Ristovski K, Obradovic Z. A data-driven acute inflammation therapy. Bmc Medical Genomics. 6: S7. PMID 24565439 DOI: 10.1186/1755-8794-6-S3-S7  0.768
2013 Lou Q, Obradovic Z. Classifying temporal microarray data by selecting informative genes. Journal of Bioinformatics and Computational Biology. 11: 1341006. PMID 23796183 DOI: 10.1142/S0219720013410060  0.587
2013 Tallarida RJ, Midic U, Lamarre NS, Obradovic Z. A search for interaction among combinations of drugs of abuse and the use of isobolographic analysis. Journal of Clinical Pharmacy and Therapeutics. 38: 190-5. PMID 23550787 DOI: 10.1111/Jcpt.12055  0.678
2013 Oates ME, Romero P, Ishida T, Ghalwash M, Mizianty MJ, Xue B, Dosztányi Z, Uversky VN, Obradovic Z, Kurgan L, Dunker AK, Gough J. D²P²: database of disordered protein predictions. Nucleic Acids Research. 41: D508-16. PMID 23203878 DOI: 10.1093/Nar/Gks1226  0.734
2013 Mathew G, Obradovic Z. Distributed privacy-preserving decision support system for highly imbalanced clinical data Acm Transactions On Management Information Systems. 4. DOI: 10.1145/2517310  0.447
2013 Uversky A, Ramljak D, Radosavljević V, Ristovski K, Obradović Z. Which links should I use? A variogram-based selection of relationship measures for prediction of node attributes in temporal multigraphs Proceedings of the 2013 Ieee/Acm International Conference On Advances in Social Networks Analysis and Mining, Asonam 2013. 676-683. DOI: 10.1145/2492517.2492529  0.761
2013 Boyd CL, Hoffman DA, Obradovic Z, Ristovski K. Building a Taxonomy of Litigation: Clusters of Causes of Action in Federal Complaints Journal of Empirical Legal Studies. 10: 253-287. DOI: 10.1111/Jels.12010  0.764
2013 Mathew G, Obradovic Z. Improving computational efficiency for personalized medical applications in mobile cloud computing environment Proceedings - 2013 Ieee International Conference On Healthcare Informatics, Ichi 2013. 535-540. DOI: 10.1109/ICHI.2013.83  0.415
2013 Ghalwash M, Radosavljevic V, Obradovic Z. Early diagnosis and its benefits in sepsis blood purification treatment Proceedings - 2013 Ieee International Conference On Healthcare Informatics, Ichi 2013. 523-528. DOI: 10.1109/ICHI.2013.81  0.746
2013 Ghalwash MF, Radosavljevic V, Obradovic Z. Extraction of interpretable multivariate patterns for early diagnostics Proceedings - Ieee International Conference On Data Mining, Icdm. 201-210. DOI: 10.1109/ICDM.2013.19  0.755
2013 Mathew G, Obradovic Z. Poster: Auto-reduction of features for containing communication costs in a distributed privacy-preserving clinical decision support system 2013 Ieee 3rd International Conference On Computational Advances in Bio and Medical Sciences, Iccabs 2013. DOI: 10.1109/ICCABS.2013.6629206  0.43
2013 Mathew G, Obradovic Z. Dynamic distributed predictive learning models that preserve privacy for hospitals with insufficient labeled data Network Modeling Analysis in Health Informatics and Bioinformatics. 2: 245-255. DOI: 10.1007/S13721-013-0041-Y  0.54
2012 Ghalwash MF, Obradovic Z. Early classification of multivariate temporal observations by extraction of interpretable shapelets. Bmc Bioinformatics. 13: 195. PMID 22873729 DOI: 10.1186/1471-2105-13-195  0.727
2012 Midic U, Obradovic Z. Intrinsic disorder in putative protein sequences. Proteome Science. 10: S19. PMID 22759577 DOI: 10.1186/1477-5956-10-S1-S19  0.71
2012 Turan N, Ghalwash MF, Katari S, Coutifaris C, Obradovic Z, Sapienza C. DNA methylation differences at growth related genes correlate with birth weight: a molecular signature linked to developmental origins of adult disease? Bmc Medical Genomics. 5: 10. PMID 22498030 DOI: 10.1186/1755-8794-5-10  0.704
2012 Oates M, Romero P, Ishida T, Ghalwash M, Uversky V, Xue B, Obradovic Z, Dunker K, Gough J. A community resource for analysis and understanding of intrinsic disorder in proteins of fully sequenced genomes F1000research. 3. DOI: 10.7490/F1000Research.1092160.1  0.712
2012 Ristovski K, Vucetic S, Obradovic Z. Uncertainty analysis of neural-network-based aerosol retrieval Ieee Transactions On Geoscience and Remote Sensing. 50: 409-414. DOI: 10.1109/Tgrs.2011.2166120  0.777
2012 Mathew G, Obradovic Z. Distributed privacy preserving decision support system for predicting hospitalization risk in hospitals with insufficient data Proceedings - 2012 11th International Conference On Machine Learning and Applications, Icmla 2012. 2: 178-183. DOI: 10.1109/ICMLA.2012.180  0.441
2012 Lou Q, Obradovic Z. Analysis of temporal high-dimensional gene expression data for identifying informative biomarker candidates Proceedings - Ieee International Conference On Data Mining, Icdm. 996-1001. DOI: 10.1109/ICDM.2012.92  0.544
2012 Radosavljević V, Ristovski K, Obradović Z. A data mining approach for optimization of acute inflammation therapy Proceedings - 2012 Ieee International Conference On Bioinformatics and Biomedicine, Bibm 2012. 143-148. DOI: 10.1109/BIBM.2012.6392659  0.754
2012 Ghalwash MF, Ramljak D, Obradović Z. Early classification of multivariate time series using a hybrid HMM/SVM model Proceedings - 2012 Ieee International Conference On Bioinformatics and Biomedicine, Bibm 2012. 113-118. DOI: 10.1109/BIBM.2012.6392654  0.697
2012 Lou Q, Obradovic Z. Predicting viral infection by selecting informative biomarkers from temporal high-dimensional gene expression data Proceedings - 2012 Ieee International Conference On Bioinformatics and Biomedicine, Bibm 2012. 611-614. DOI: 10.1109/BIBM.2012.6392631  0.543
2011 Zhang P, Obradovic Z. Unsupervised Integration of Multiple Protein Disorder Predictors: The Method and Evaluation on CASP7, CASP8 and CASP9 Data. Proteome Science. 9: S12. PMID 22166115 DOI: 10.1186/1477-5956-9-S1-S12  0.356
2011 Lee YS, VandeVoort CA, Gaughan JP, Midic U, Obradovic Z, Latham KE. Extensive effects of in vitro oocyte maturation on rhesus monkey cumulus cell transcriptome. American Journal of Physiology. Endocrinology and Metabolism. 301: E196-209. PMID 21487073 DOI: 10.1152/Ajpendo.00686.2010  0.667
2011 Pavlović-Lažetić GM, Mitić NS, Kovačević JJ, Obradović Z, Malkov SN, Beljanski MV. Bioinformatics analysis of disordered proteins in prokaryotes. Bmc Bioinformatics. 12: 66. PMID 21366926 DOI: 10.1186/1471-2105-12-66  0.308
2011 Lou Q, Obradovic Z. Modeling multivariate spatio-temporal remote sensing data with large gaps Ijcai International Joint Conference On Artificial Intelligence. 1711-1716. DOI: 10.5591/978-1-57735-516-8/IJCAI11-287  0.538
2011 Mathew G, Obradovic Z. Constraint graphs as security filters for privacy assurance in medical transactions 2011 Acm Conference On Bioinformatics, Computational Biology and Biomedicine, Bcb 2011. 502-504. DOI: 10.1145/2147805.2147883  0.398
2011 Mathew G, Obradovic Z. A privacy-preserving framework for distributed clinical decision support 2011 Ieee 1st International Conference On Computational Advances in Bio and Medical Sciences, Iccabs 2011. 129-134. DOI: 10.1109/ICCABS.2011.5729866  0.428
2011 Ouzienko V, Guo Y, Obradovic Z. A decoupled exponential random graph model for prediction of structure and attributes in temporal social networks Statistical Analysis and Data Mining. 4: 470-486. DOI: 10.1002/Sam.10130  0.785
2011 Izenman AJ, Harris PW, Mennis J, Jupin J, Obradovic Z. Local spatial biclustering and prediction of urban juvenile delinquency and recidivism Statistical Analysis and Data Mining. 4: 259-275. DOI: 10.1002/Sam.10123  0.338
2010 Potireddy S, Midic U, Liang CG, Obradovic Z, Latham KE. Positive and negative cis-regulatory elements directing postfertilization maternal mRNA translational control in mouse embryos. American Journal of Physiology. Cell Physiology. 299: C818-27. PMID 20573994 DOI: 10.1152/Ajpcell.00166.2010  0.671
2010 Garriga J, Xie H, Obradovic Z, Graña X. Selective control of gene expression by CDK9 in human cells. Journal of Cellular Physiology. 222: 200-8. PMID 19780058 DOI: 10.1002/Jcp.21938  0.43
2010 Radosavljevic V, Vucetic S, Obradovic Z. Continuous conditional random fields for regression in remote sensing Frontiers in Artificial Intelligence and Applications. 215: 809-814. DOI: 10.3233/978-1-60750-606-5-809  0.565
2010 Lou Q, Obradovic Z. Feature selection by approximating the markov blanket in a kernel-induced space Frontiers in Artificial Intelligence and Applications. 215: 797-802. DOI: 10.3233/978-1-60750-606-5-797  0.522
2010 Ristovski K, Das D, Ouzienko V, Guo Y, Obradovic Z. Regression learning with multiple noisy oracles Frontiers in Artificial Intelligence and Applications. 215: 445-450. DOI: 10.3233/978-1-60750-606-5-445  0.736
2010 Ouzienko V, Guo Y, Obradovic Z. Prediction of attributes and links in temporal social networks Frontiers in Artificial Intelligence and Applications. 215: 1121-1122. DOI: 10.3233/978-1-60750-606-5-1121  0.768
2010 Radosavljevic V, Vucetic S, Obradovic Z. A data-mining technique for aerosol retrieval across multiple accuracy measures Ieee Geoscience and Remote Sensing Letters. 7: 411-415. DOI: 10.1109/Lgrs.2009.2037720  0.658
2010 Jun G, Ghosh J, Radosavljevic V, Obradovic Z. Predicting ground-based aerosol optical depth with satellite images via Gaussian processes Kdir 2010 - Proceedings of the International Conference On Knowledge Discovery and Information Retrieval. 370-375.  0.576
2010 Mathew G, Obradovic Z. Vocabularies in collaboration channels Proceedings of the 6th International Conference On Collaborative Computing: Networking, Applications and Worksharing, Collaboratecom 2010.  0.388
2009 Midic U, Oldfield CJ, Dunker AK, Obradovic Z, Uversky VN. Unfoldomics of human genetic diseases: illustrative examples of ordered and intrinsically disordered members of the human diseasome. Protein and Peptide Letters. 16: 1533-47. PMID 20001916 DOI: 10.2174/092986609789839377  0.694
2009 Uversky VN, Oldfield CJ, Midic U, Xie H, Xue B, Vucetic S, Iakoucheva LM, Obradovic Z, Dunker AK. Unfoldomics of human diseases: linking protein intrinsic disorder with diseases. Bmc Genomics. 10: S7. PMID 19594884 DOI: 10.1186/1471-2164-10-S1-S7  0.732
2009 Midic U, Oldfield CJ, Dunker AK, Obradovic Z, Uversky VN. Protein disorder in the human diseasome: unfoldomics of human genetic diseases. Bmc Genomics. 10: S12. PMID 19594871 DOI: 10.1186/1471-2164-10-S1-S12  0.712
2009 An L, Xie H, Chin MH, Obradovic Z, Smith DJ, Megalooikonomou V. Analysis of multiplex gene expression maps obtained by voxelation. Bmc Bioinformatics. 10: S10. PMID 19426449 DOI: 10.1186/1471-2105-10-S4-S10  0.451
2009 Radosavljevic V, Vucetic S, Obradovic Z. Reduction of ground-based sensor sites for spatio-temporal analysis of aerosols Proceedings of the 3rd International Workshop On Knowledge Discovery From Sensor Data, Sensorkdd'09 in Conjunction With the 15th Acm Sigkdd Conference On Knowledge Discovery and Data Mining, Kdd-09. 71-78. DOI: 10.1145/1601966.1601980  0.566
2009 Midic U, Dunker AK, Obradovic Z. Protein sequence alignment and structural disorder: A substitution matrix for an extended alphabet Proceedings of the Kdd-09 Workshop On Statistical and Relational Learning in Bioinformatics, Strebio '09. 27-31. DOI: 10.1145/1562090.1562096  0.668
2009 Midic U, Oldfield C, Dunker A, Obradovic Z, Uversky V. Unfoldomics of Human Genetic Diseases Biophysical Journal. 96: 318a. DOI: 10.1016/J.Bpj.2008.12.1594  0.713
2009 Obradovic Z, Liu H. Special issue on the best papers of SDM'09 Statistical Analysis and Data Mining: the Asa Data Science Journal. 2: 291-293. DOI: 10.1002/Sam.V2:5/6  0.333
2008 Dunker AK, Oldfield CJ, Meng J, Romero P, Yang JY, Chen JW, Vacic V, Obradovic Z, Uversky VN. The unfoldomics decade: an update on intrinsically disordered proteins. Bmc Genomics. 9: S1. PMID 18831774 DOI: 10.1186/1471-2164-9-S2-S1  0.352
2008 Xu Q, Canutescu AA, Wang G, Shapovalov M, Obradovic Z, Dunbrack RL. Statistical analysis of interface similarity in crystals of homologous proteins. Journal of Molecular Biology. 381: 487-507. PMID 18599072 DOI: 10.1016/J.Jmb.2008.06.002  0.628
2008 Krynetskaia N, Xie H, Vucetic S, Obradovic Z, Krynetskiy E. High mobility group protein B1 is an activator of apoptotic response to antimetabolite drugs. Molecular Pharmacology. 73: 260-9. PMID 17951356 DOI: 10.1124/Mol.107.041764  0.436
2008 Vucetic S, Han B, Mi W, Li Z, Obradovic Z. A Data-Mining Approach for the Validation of Aerosol Retrievals Ieee Geoscience and Remote Sensing Letters. 5: 113-117. DOI: 10.1109/Lgrs.2007.912725  0.432
2008 Das D, Radosavljevic V, Vucetic S, Obradovic Z. Reducing need for collocated ground and satellite based observations in statistical aerosol optical depth estimation International Geoscience and Remote Sensing Symposium (Igarss). 2: II879-II882. DOI: 10.1109/IGARSS.2008.4779135  0.572
2008 Wang Z, Radosavljevic V, Han B, Obradovic Z, Vucetic S. Aerosol optical depth prediction from satellite observations by multiple instance regression Society For Industrial and Applied Mathematics - 8th Siam International Conference On Data Mining 2008, Proceedings in Applied Mathematics 130. 1: 165-176.  0.585
2007 Midic U, Dunker AK, Obradovic Z. Exploring alternative knowledge representations for protein secondary-structure prediction. International Journal of Data Mining and Bioinformatics. 1: 286-313. PMID 18399076 DOI: 10.1504/IJDMB.2007.011614  0.688
2007 Uversky VN, Radivojac P, Iakoucheva LM, Obradovic Z, Dunker AK. Prediction of intrinsic disorder and its use in functional proteomics. Methods in Molecular Biology (Clifton, N.J.). 408: 69-92. PMID 18314578 DOI: 10.1007/978-1-59745-547-3_5  0.596
2007 Xie H, Vucetic S, Iakoucheva LM, Oldfield CJ, Dunker AK, Obradovic Z, Uversky VN. Functional anthology of intrinsic disorder. 3. Ligands, post-translational modifications, and diseases associated with intrinsically disordered proteins. Journal of Proteome Research. 6: 1917-32. PMID 17391016 DOI: 10.1021/Pr060394E  0.499
2007 Vucetic S, Xie H, Iakoucheva LM, Oldfield CJ, Dunker AK, Obradovic Z, Uversky VN. Functional anthology of intrinsic disorder. 2. Cellular components, domains, technical terms, developmental processes, and coding sequence diversities correlated with long disordered regions. Journal of Proteome Research. 6: 1899-916. PMID 17391015 DOI: 10.1021/Pr060393M  0.494
2007 Xie H, Vucetic S, Iakoucheva LM, Oldfield CJ, Dunker AK, Uversky VN, Obradovic Z. Functional anthology of intrinsic disorder. 1. Biological processes and functions of proteins with long disordered regions. Journal of Proteome Research. 6: 1882-98. PMID 17391014 DOI: 10.1021/Pr060392U  0.513
2007 Radivojac P, Iakoucheva LM, Oldfield CJ, Obradovic Z, Uversky VN, Dunker AK. Intrinsic disorder and functional proteomics. Biophysical Journal. 92: 1439-56. PMID 17158572 DOI: 10.1529/Biophysj.106.094045  0.593
2007 Sickmeier M, Hamilton JA, LeGall T, Vacic V, Cortese MS, Tantos A, Szabo B, Tompa P, Chen J, Uversky VN, Obradovic Z, Dunker AK. DisProt: the Database of Disordered Proteins. Nucleic Acids Research. 35: D786-93. PMID 17145717 DOI: 10.1093/Nar/Gkl893  0.319
2006 Xu Q, Canutescu A, Obradovic Z, Dunbrack RL. ProtBuD: a database of biological unit structures of protein families and superfamilies. Bioinformatics (Oxford, England). 22: 2876-82. PMID 17018535 DOI: 10.1093/Bioinformatics/Btl490  0.646
2006 Han B, Obradovic Z, Hu ZZ, Wu CH, Vucetic S. Substring selection for biomedical document classification. Bioinformatics (Oxford, England). 22: 2136-42. PMID 16837530 DOI: 10.1093/Bioinformatics/Btl350  0.426
2006 Romero PR, Zaidi S, Fang YY, Uversky VN, Radivojac P, Oldfield CJ, Cortese MS, Sickmeier M, LeGall T, Obradovic Z, Dunker AK. Alternative splicing in concert with protein intrinsic disorder enables increased functional diversity in multicellular organisms. Proceedings of the National Academy of Sciences of the United States of America. 103: 8390-5. PMID 16717195 DOI: 10.1073/Pnas.0507916103  0.596
2006 Peng K, Radivojac P, Vucetic S, Dunker AK, Obradovic Z. Length-dependent prediction of protein intrinsic disorder. Bmc Bioinformatics. 7: 208. PMID 16618368 DOI: 10.1186/1471-2105-7-208  0.678
2006 Radivojac P, Vucetic S, O'Connor TR, Uversky VN, Obradovic Z, Dunker AK. Calmodulin signaling: analysis and prediction of a disorder-dependent molecular recognition. Proteins. 63: 398-410. PMID 16493654 DOI: 10.1002/Prot.20873  0.564
2006 Han B, Vucetic S, Braverman A, Obradovic Z. A statistical complement to deterministic algorithms for the retrieval of aerosol optical thickness from radiance data Engineering Applications of Artificial Intelligence. 19: 787-795. DOI: 10.1016/J.Engappai.2006.05.009  0.456
2005 Obradovic Z, Peng K, Vucetic S, Radivojac P, Dunker AK. Exploiting heterogeneous sequence properties improves prediction of protein disorder. Proteins. 61: 176-82. PMID 16187360 DOI: 10.1002/Prot.20735  0.673
2005 Pokrajac D, Megalooikonomou V, Lazarevic A, Kontos D, Obradovic Z. Applying spatial distribution analysis techniques to classification of 3D medical images. Artificial Intelligence in Medicine. 33: 261-80. PMID 15811790 DOI: 10.1016/J.Artmed.2004.07.001  0.776
2005 Peng K, Vucetic S, Radivojac P, Brown CJ, Dunker AK, Obradovic Z. Optimizing long intrinsic disorder predictors with protein evolutionary information. Journal of Bioinformatics and Computational Biology. 3: 35-60. PMID 15751111 DOI: 10.1142/S0219720005000886  0.693
2005 Vucetic S, Obradovic Z, Vacic V, Radivojac P, Peng K, Iakoucheva LM, Cortese MS, Lawson JD, Brown CJ, Sikes JG, Newton CD, Dunker AK. DisProt: a database of protein disorder. Bioinformatics (Oxford, England). 21: 137-40. PMID 15310560 DOI: 10.1093/Bioinformatics/Bth476  0.669
2005 Vucetic S, Obradovic Z. Collaborative Filtering Using a Regression-Based Approach Knowledge and Information Systems. 7: 1-22. DOI: 10.1007/S10115-003-0123-8  0.317
2005 Peng K, Vucetic S, Obradovic Z. Correcting sampling bias in structural genomics through iterative selection of underrepresented targets Proceedings of the 2005 Siam International Conference On Data Mining, Sdm 2005. 621-625.  0.395
2005 Midic U, Dunker AK, Obradovic Z. Improving protein secondary-structure prediction by predicting ends of secondary-structure segments Proceedings of the 2005 Ieee Symposium On Computational Intelligence in Bioinformatics and Computational Biology, Cibcb '05. 2005.  0.672
2004 Romero P, Obradovic Z, Dunker AK. Natively disordered proteins: functions and predictions. Applied Bioinformatics. 3: 105-13. PMID 15693736 DOI: 10.2165/00822942-200403020-00005  0.332
2004 Radivojac P, Chawla NV, Dunker AK, Obradovic Z. Classification and knowledge discovery in protein databases. Journal of Biomedical Informatics. 37: 224-39. PMID 15465476 DOI: 10.1016/J.Jbi.2004.07.008  0.596
2004 Peng K, Obradovic Z, Vucetic S. Exploring bias in the Protein Data Bank using contrast classifiers. Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing. 435-46. PMID 14992523  0.487
2004 Iakoucheva LM, Radivojac P, Brown CJ, O'Connor TR, Sikes JG, Obradovic Z, Dunker AK. The importance of intrinsic disorder for protein phosphorylation. Nucleic Acids Research. 32: 1037-49. PMID 14960716 DOI: 10.1093/Nar/Gkh253  0.567
2004 Radivojac P, Obradovic Z, Smith DK, Zhu G, Vucetic S, Brown CJ, Lawson JD, Dunker AK. Protein flexibility and intrinsic disorder. Protein Science : a Publication of the Protein Society. 13: 71-80. PMID 14691223 DOI: 10.1110/ps.03128904  0.517
2004 Radivojac P, Obradovic Z, Keith Dunker A, Vucetic S. Feature selection filters based on the permutation test Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 3201: 334-346.  0.47
2003 Obradovic Z, Peng K, Vucetic S, Radivojac P, Brown CJ, Dunker AK. Predicting intrinsic disorder from amino acid sequence. Proteins. 53: 566-72. PMID 14579347 DOI: 10.1002/Prot.10532  0.673
2003 Vucetic S, Brown CJ, Dunker AK, Obradovic Z. Flavors of protein disorder. Proteins. 52: 573-84. PMID 12910457 DOI: 10.1002/Prot.10437  0.338
2003 Smith DK, Radivojac P, Obradovic Z, Dunker AK, Zhu G. Improved amino acid flexibility parameters. Protein Science : a Publication of the Protein Society. 12: 1060-72. PMID 12717028 DOI: 10.1110/Ps.0236203  0.551
2003 Pokrajac D, Hoskinson RL, Obradovic Z. Modeling Spatial-Temporal Data with a Short Observation History Knowledge and Information Systems. 5: 368-386. DOI: 10.1007/S10115-002-0094-1  0.786
2003 Peng K, Vucetic S, Han B, Xie H, Obradovic Z. Exploiting unlabeled data for improving accuracy of predictive data mining Proceedings - Ieee International Conference On Data Mining, Icdm. 267-274.  0.47
2003 Radivojac P, Korad U, Sivalingam KM, Obradovic Z. Learning from class-imbalanced data in wireless sensor networks Ieee Vehicular Technology Conference. 58: 3030-3034.  0.51
2002 Dunker AK, Brown CJ, Obradovic Z. Identification and functions of usefully disordered proteins. Advances in Protein Chemistry. 62: 25-49. PMID 12418100 DOI: 10.1016/S0065-3233(02)62004-2  0.302
2002 Radivojac P, Obradovic Z, Brown CJ, Dunker AK. Improving sequence alignments for intrinsically disordered proteins. Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing. 589-600. PMID 11928510  0.528
2002 Pokrajac D, Fiez T, Obradovic Z. Precision Agriculture. 3: 259-281. DOI: 10.1023/A:1015571425416  0.785
2002 Lazarevic A, Obradovic Z. Distributed and Parallel Databases. 11: 203-229. DOI: 10.1023/A:1013992203485  0.774
2002 Lazarevic A, Obradovic Z. Knowledge Discovery in Multiple Spatial Databases Neural Computing & Applications. 10: 339-350. DOI: 10.1007/S005210200006  0.77
2001 Romero P, Obradovic Z, Li X, Garner EC, Brown CJ, Dunker AK. Sequence complexity of disordered protein. Proteins. 42: 38-48. PMID 11093259 DOI: 10.1002/1097-0134(20010101)42:1<38::Aid-Prot50>3.0.Co;2-3  0.323
2001 Pokrajac D, Lazarevic A, Megalooikonomou V, Obradovic Z. Classification of brain image data using measures of distributional distance Neuroimage. 13: 222. DOI: 10.1016/S1053-8119(01)91565-4  0.764
2001 Vucetic S, Radivojac P, Obradovic Z, Brown CJ, Dunker AK. Methods for improving protein disorder prediction Proceedings of the International Joint Conference On Neural Networks. 4: 2718-2723.  0.544
2000 Romero P, Obradovic Z, Dunker AK. Intelligent data analysis for protein disorder prediction Artificial Intelligence Review. 14: 447-484. DOI: 10.1023/A:1006678623815  0.355
1999 Li X, Romero P, Rani M, Dunker AK, Obradovic Z. Predicting Protein Disorder for N-, C-, and Internal Regions. Genome Informatics. Workshop On Genome Informatics. 10: 30-40. PMID 11072340 DOI: 10.11234/Gi1990.10.30  0.302
1998 Garner E, Cannon P, Romero P, Obradovic Z, Dunker AK. Predicting Disordered Regions from Amino Acid Sequence: Common Themes Despite Differing Structural Characterization. Genome Informatics. Workshop On Genome Informatics. 9: 201-213. PMID 11072336 DOI: 10.11234/Gi1990.9.201  0.325
1996 Chenoweth T, Obradovic Z, Lee SS. Embedding technical analysis into neural network based trading systems Applied Artificial Intelligence. 10: 523-542. DOI: 10.1080/088395196118416  0.331
1996 Chenoweth T, Obradovic Z. A multi-component nonlinear prediction system for the SandP 500 index Neurocomputing. 10: 275-290. DOI: 10.1016/0925-2312(95)00109-3  0.307
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