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Petros Xanthopoulos, Ph.D. - Publications

Affiliations: 
2011 University of Florida, Gainesville, Gainesville, FL, United States 
Area:
Industrial Engineering, Computer Science, Applied Mathematics
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25 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
2019 Razmjoo A, Xanthopoulos P, Zheng QP. Feature importance ranking for classification in mixed online environments Annals of Operations Research. 276: 315-330. DOI: 10.1007/S10479-018-2972-2  0.456
2019 Ünlü R, Xanthopoulos P. A weighted framework for unsupervised ensemble learning based on internal quality measures Annals of Operations Research. 276: 229-247. DOI: 10.1007/S10479-017-2716-8  0.319
2018 Panagopoulos OP, Xanthopoulos P, Razzaghi T, Şeref O. Relaxed support vector regression Annals of Operations Research. 276: 191-210. DOI: 10.1007/S10479-018-2847-6  0.733
2017 Razmjoo A, Xanthopoulos P, Zheng QP. Online feature importance ranking based on sensitivity analysis Expert Systems With Applications. 85: 397-406. DOI: 10.1016/J.Eswa.2017.05.016  0.472
2016 Panagopoulos OP, Pappu V, Xanthopoulos P, Pardalos PM. Constrained subspace classifier for high dimensional datasets Omega-International Journal of Management Science. 59: 40-46. DOI: 10.1016/J.Omega.2015.05.009  0.739
2016 Rivera WA, Xanthopoulos P. A priori synthetic over-sampling methods for increasing classification sensitivity in imbalanced data sets Expert Systems With Applications. 66: 124-135. DOI: 10.1016/J.Eswa.2016.09.010  0.407
2015 Pappu V, Panagopoulos OP, Xanthopoulos P, Pardalos PM. Sparse Proximal Support Vector Machines for feature selection in high dimensional datasets Expert Systems With Applications. 42: 9183-9191. DOI: 10.1016/J.Eswa.2015.08.022  0.737
2015 Haghtalab S, Xanthopoulos P, Madani K. A robust unsupervised consensus control chart pattern recognition framework Expert Systems With Applications. 42: 6767-6776. DOI: 10.1016/J.Eswa.2015.04.069  0.406
2015 Razzaghi T, Xanthopoulos P, Şeref O. Constraint relaxation, cost-sensitive learning and bagging for imbalanced classification problems with outliers Optimization Letters. 11: 915-928. DOI: 10.1007/S11590-015-0934-Z  0.745
2014 Xanthopoulos P, Razzaghi T. A weighted support vector machine method for control chart pattern recognition Computers & Industrial Engineering. 70: 134-149. DOI: 10.1016/J.Cie.2014.01.014  0.429
2014 Şeref O, Razzaghi T, Xanthopoulos P. Weighted relaxed support vector machines Annals of Operations Research. 249: 235-271. DOI: 10.1007/S10479-014-1711-6  0.745
2014 Xanthopoulos P, Guarracino MR, Pardalos PM. Robust generalized eigenvalue classifier with ellipsoidal uncertainty Annals of Operations Research. 216: 327-342. DOI: 10.1007/S10479-012-1303-2  0.438
2012 Tovar D, Cornejo E, Xanthopoulos P, Guarracino MR, Pardalos PM. Data mining in psychiatric research. Methods in Molecular Biology (Clifton, N.J.). 829: 593-603. PMID 22231840 DOI: 10.1007/978-1-61779-458-2_37  0.555
2011 Guarracino MR, Xanthopoulos P, Pyrgiotakis G, Tomaino V, Moudgil BM, Pardalos PM. Classification of cancer cell death with spectral dimensionality reduction and generalized eigenvalues. Artificial Intelligence in Medicine. 53: 119-25. PMID 21868208 DOI: 10.1016/J.Artmed.2011.07.002  0.532
2010 Zhang J, Xanthopoulos P, Liu CC, Bearden S, Uthman BM, Pardalos PM. Real-time differentiation of nonconvulsive status epilepticus from other encephalopathies using quantitative EEG analysis: a pilot study. Epilepsia. 51: 243-50. PMID 19732132 DOI: 10.1111/J.1528-1167.2009.02286.X  0.619
2010 Chinchuluun A, Xanthopoulos P, Tomaino V, Pardalos PM. Data mining techniques in agricultural and environmental sciences International Journal of Agricultural and Environmental Information Systems. 1: 26-40. DOI: 10.4018/Jaeis.2010101302  0.56
2010 Xanthopoulos P, Rebennack S, Liu CC, Zhang J, Holmes GL, Uthman BM, Pardalos PM. A novel wavelet based algorithm for spike and wave detection in absence epilepsy 10th Ieee International Conference On Bioinformatics and Bioengineering 2010, Bibe 2010. 14-19. DOI: 10.1109/BIBE.2010.12  0.426
2009 Xanthopoulos P, Liu CC, Zhang J, Miller ER, Nair SP, Uthman BM, Kelly K, Pardalos PM. A robust spike and wave algorithm for detecting seizures in a genetic absence seizure model. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 2184-7. PMID 19965148 DOI: 10.1109/IEMBS.2009.5334941  0.589
2009 Pardalos PM, Tomaino V, Xanthopoulos P. Optimization and data mining in medicine Top. 17: 215-236. DOI: 10.1007/S11750-009-0124-1  0.324
2008 Liu CC, Xanthopoulos P, Chaovalitwongse W, Pardalos PM, Uthman BM. Antiepileptic drug intervention decouples electroencephalogram (EEG) signals: a case study in Unverricht-Lundborg Disease. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 2108-11. PMID 19163112 DOI: 10.1109/IEMBS.2008.4649609  0.46
2008 Grech R, Cassar T, Muscat J, Camilleri KP, Fabri SG, Zervakis M, Xanthopoulos P, Sakkalis V, Vanrumste B. Review on solving the inverse problem in EEG source analysis. Journal of Neuroengineering and Rehabilitation. 5: 25. PMID 18990257 DOI: 10.1186/1743-0003-5-25  0.362
2008 Şeref O, Xanthopoulos P. Guest Editorial Journal of Combinatorial Optimization. 17: 1-2. DOI: 10.1007/s10878-008-9192-7  0.64
2007 Xanthopoulos P, Yatsenko V, Kammerdiner A, Pardalos PM. Inverse source localization for EEG using system identification approach Aip Conference Proceedings. 953: 254-261. DOI: 10.1063/1.2817348  0.51
2007 Liu CC, Chaovalitwongse WA, Pardalos PM, Seref O, Xanthopoulos P, Sackellares JC, Skidmore FM. Quantitative analysis on electrooculography (EOG) for neurodegenerative disease Aip Conference Proceedings. 953: 246-253. DOI: 10.1063/1.2817347  0.66
2007 Kammerdiner A, Xanthopoulos P, Pardalos PM. Numerical limitations in application of vector autoregressive modeling and Granger causality to analysis of EEG time series Aip Conference Proceedings. 953: 232-245. DOI: 10.1063/1.2817346  0.525
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