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Vladan Radosavljevic, Ph.D. - Publications

Affiliations: 
2011 Computer and Information Science Temple University, Philadelphia, PA, United States 
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20 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
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  0.515
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  0.522
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  0.551
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  0.705
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  0.704
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  0.453
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  0.705
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  0.698
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  0.685
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  0.694
2013 Ristovski K, Radosavljevic V, Vucetic S, Obradovic Z. Continuous Conditional Random Fields for efficient regression in large fully connected graphs Proceedings of the 27th Aaai Conference On Artificial Intelligence, Aaai 2013. 840-846.  0.701
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  0.698
2011 Djuric N, Radosavljevic V, Coric V, Vucetic S. Travel speed forecasting by means of continuous conditional random fields Transportation Research Record. 131-139. DOI: 10.3141/2263-15  0.346
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  0.472
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  0.543
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.  0.44
2010 Obradovic Z, Das D, Radosavljevic V, Ristovski K, Vucetic S. Spatio-temporal characterization of aerosols through active use of data from multiple sensors International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - Isprs Archives. 38: 424-429.  0.713
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  0.464
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  0.455
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.  0.454
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