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Slobodan Vucetic - Publications

Affiliations: 
Computer and Information Science Temple University, Philadelphia, PA, United States 
Area:
Computer Science, Biostatistics Biology
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30 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
2020 Egleston BL, Bai T, Bleicher RJ, Taylor SJ, Lutz MH, Vucetic S. Statistical inference for natural language processing algorithms with a demonstration using type 2 diabetes prediction from electronic health record notes. Biometrics. PMID 32700317 DOI: 10.1111/Biom.13338  0.3
2020 Shapovalov M, Dunbrack RL, Vucetic S. Multifaceted analysis of training and testing convolutional neural networks for protein secondary structure prediction. Plos One. 15: e0232528. PMID 32374785 DOI: 10.1371/Journal.Pone.0232528  0.378
2019 Zhou N, Jiang Y, Bergquist TR, Lee AJ, Kacsoh BZ, Crocker AW, Lewis KA, Georghiou G, Nguyen HN, Hamid MN, Davis L, Dogan T, Atalay V, Rifaioglu AS, Dalkıran A, ... ... Vucetic S, et al. The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens. Genome Biology. 20: 244. PMID 31744546 DOI: 10.1186/S13059-019-1835-8  0.33
2016 Jiang Y, Oron TR, Clark WT, Bankapur AR, D'Andrea D, Lepore R, Funk CS, Kahanda I, Verspoor KM, Ben-Hur A, Koo da CE, Penfold-Brown D, Shasha D, Youngs N, Bonneau R, ... ... Vucetic S, et al. An expanded evaluation of protein function prediction methods shows an improvement in accuracy. Genome Biology. 17: 184. PMID 27604469 DOI: 10.1186/S13059-016-1037-6  0.365
2016 Djuric N, Kansakar L, Vucetic S. Semi-supervised combination of experts for aerosol optical depth estimation Artificial Intelligence. 230: 1-13. DOI: 10.1016/J.Artint.2015.09.010  0.711
2015 Zhang K, Lan L, Kwok JT, Vucetic S, Parvin B. Scaling up graph-based semisupervised learning via prototype vector machines. Ieee Transactions On Neural Networks and Learning Systems. 26: 444-57. PMID 25720002 DOI: 10.1109/Tnnls.2014.2315526  0.713
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  0.705
2015 Djuric N, Grbovic M, Vucetic S. Distributed Confidence-Weighted Classification on Big Data Platforms Handbook of Statistics. 33: 145-168. DOI: 10.1016/B978-0-444-63492-4.00007-1  0.744
2013 Lan L, Vucetic S. Multi-task feature selection in microarray data by binary integer programming. Bmc Proceedings. 7: S5. PMID 24564944 DOI: 10.1186/1753-6561-7-S7-S5  0.707
2013 Lan L, Djuric N, Guo Y, Vucetic S. MS-kNN: protein function prediction by integrating multiple data sources. Bmc Bioinformatics. 14: S8. PMID 23514608 DOI: 10.1186/1471-2105-14-S3-S8  0.748
2013 Radivojac P, Clark WT, Oron TR, Schnoes AM, Wittkop T, Sokolov A, Graim K, Funk C, Verspoor K, Ben-Hur A, Pandey G, Yunes JM, Talwalkar AS, Repo S, Souza ML, ... ... Vucetic S, et al. A large-scale evaluation of computational protein function prediction. Nature Methods. 10: 221-7. PMID 23353650 DOI: 10.1038/Nmeth.2340  0.74
2013 Grbovic M, Li W, Subrahmanya NA, Usadi AK, Vucetic S. Cold start approach for data-driven fault detection Ieee Transactions On Industrial Informatics. 9: 2264-2273. DOI: 10.1109/Tii.2012.2231870  0.744
2013 Grbovic M, Vucetic S. Decentralized Estimation using distortion sensitive learning vector quantization Pattern Recognition Letters. 34: 963-969. DOI: 10.1016/J.Patrec.2013.02.011  0.771
2013 Grbovic M, Djuric N, Guo S, Vucetic S. Supervised clustering of label ranking data using label preference information Machine Learning. 93: 191-225. DOI: 10.1007/S10994-013-5374-3  0.713
2012 Coric V, Djuric N, Vucetic S. Traffic State Estimation from Aggregated Measurements with Signal Reconstruction Techniques Transportation Research Record: Journal of the Transportation Research Board. 2315: 121-130. DOI: 10.3141/2315-13  0.744
2012 Wang Z, Lan L, Vucetic S. Mixture Model for Multiple Instance Regression and Applications in Remote Sensing Ieee Transactions On Geoscience and Remote Sensing. 50: 2226-2237. DOI: 10.1109/Tgrs.2011.2171691  0.743
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  0.356
2012 Grbovic M, Li W, Xu P, Usadi AK, Song L, Vucetic S. Decentralized fault detection and diagnosis via sparse PCA based decomposition and Maximum Entropy decision fusion Journal of Process Control. 22: 738-750. DOI: 10.1016/J.Jprocont.2012.02.003  0.761
2011 Lan L, Vucetic S. Improving accuracy of microarray classification by a simple multi-task feature selection filter. International Journal of Data Mining and Bioinformatics. 5: 189-208. PMID 21544954  0.671
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  0.762
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  0.406
2010 Wang Z, Vucetic S. Online training on a budget of support vector machines using twin prototypes Statistical Analysis and Data Mining: the Asa Data Science Journal. 3: 149-169. DOI: 10.1002/Sam.V3:3  0.619
2010 Wang Z, Vucetic S. Online training on a budget of support vector machines using twin prototypes: Budgeted SVMs using Twin Prototypes Statistical Analysis and Data Mining. 3: 149-169. DOI: 10.1002/Sam.10075  0.543
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  0.391
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  0.313
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  0.388
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  0.398
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  0.34
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  0.369
2003 Vucetic S, Brown CJ, Dunker AK, Obradovic Z. Flavors of protein disorder. Proteins. 52: 573-84. PMID 12910457 DOI: 10.1002/Prot.10437  0.333
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