Petros Xanthopoulos

Publication Activity (10 Years)

Years Active: 2006-2021
Publications (10 Years): 14

Top Topics

Constraint Relaxation

Feature Importance

Imbalanced Data Sets

High Dimensional Datasets

Top Venues

Expert Syst. Appl.

Ann. Oper. Res.

INFORMS Trans. Educ.

J. Comput. Civ. Eng.

Publications

Ramazan Ünlü, Petros Xanthopoulos
A reduced variance unsupervised ensemble learning algorithm based on modern portfolio theory. Expert Syst. Appl. 180 (2021)
B. Madhu Rao, Petros Xanthopoulos, Qipeng Phil Zheng
Case - Production Scheduling at DeLand Crayon Company. INFORMS Trans. Educ. 20 (2) (2020)
B. Madhu Rao, Petros Xanthopoulos, Qipeng Phil Zheng
Case Article - DeLand Crayon Company: An Application of the Traveling Salesman Problem to Production Scheduling with Sequence-Dependent Setup Times. INFORMS Trans. Educ. 20 (2) (2020)
Orestis P. Panagopoulos, Petros Xanthopoulos, Talayeh Razzaghi, Onur Seref
Relaxed support vector regression. Ann. Oper. Res. 276 (1-2) (2019)
Ramazan Ünlü, Petros Xanthopoulos
A weighted framework for unsupervised ensemble learning based on internal quality measures. Ann. Oper. Res. 276 (1-2) (2019)
Alaleh Razmjoo, Petros Xanthopoulos, Qipeng P. Zheng
Feature importance ranking for classification in mixed online environments. Ann. Oper. Res. 276 (1-2) (2019)
Ramazan Ünlü, Petros Xanthopoulos
Estimating the number of clusters in a dataset via consensus clustering. Expert Syst. Appl. 125 (2019)
Scott Kirts, Orestis P. Panagopoulos, Petros Xanthopoulos, Boo Hyun Nam
Soil-Compressibility Prediction Models Using Machine Learning. J. Comput. Civ. Eng. 32 (1) (2018)
Alaleh Razmjoo, Petros Xanthopoulos, Qipeng P. Zheng
Online feature importance ranking based on sensitivity analysis. Expert Syst. Appl. 85 (2017)
Talayeh Razzaghi, Petros Xanthopoulos, Onur Seref
Constraint relaxation, cost-sensitive learning and bagging for imbalanced classification problems with outliers. Optim. Lett. 11 (5) (2017)
Onur Seref, Talayeh Razzaghi, Petros Xanthopoulos
Weighted relaxed support vector machines. Ann. Oper. Res. 249 (1-2) (2017)
William A. Rivera, Petros Xanthopoulos
A priori synthetic over-sampling methods for increasing classification sensitivity in imbalanced data sets. Expert Syst. Appl. 66 (2016)
Siavash Haghtalab, Petros Xanthopoulos, Kaveh Madani
A robust unsupervised consensus control chart pattern recognition framework. Expert Syst. Appl. 42 (19) (2015)
Vijay Pappu, Orestis P. Panagopoulos, Petros Xanthopoulos, Panos M. Pardalos
Sparse Proximal Support Vector Machines for feature selection in high dimensional datasets. Expert Syst. Appl. 42 (23) (2015)
Petros Xanthopoulos, Talayeh Razzaghi
A weighted support vector machine method for control chart pattern recognition. Comput. Ind. Eng. 70 (2014)
Petros Xanthopoulos, Mario R. Guarracino, Panos M. Pardalos
Robust generalized eigenvalue classifier with ellipsoidal uncertainty. Ann. Oper. Res. 216 (1) (2014)
Luis Rabelo, Liliana Cruz, Sayli Bhide, Oloruntomi Joledo, John Pastrana, Petros Xanthopoulos
Analysis of the expansion of the panama canal using simulation modeling and artificial intelligence. WSC (2014)
Mario R. Guarracino, Petros Xanthopoulos, Georgios Pyrgiotakis, Vera Tomaino, Brij M. Moudgil, Panos M. Pardalos
Classification of cancer cell death with spectral dimensionality reduction and generalized eigenvalues. Artif. Intell. Medicine 53 (2) (2011)
Altannar Chinchuluun, Petros Xanthopoulos, Vera Tomaino, Panos M. Pardalos
Data Mining Techniques in Agricultural and Environmental Sciences. Int. J. Agric. Environ. Inf. Syst. 1 (1) (2010)
Petros Xanthopoulos, Steffen Rebennack, Chang-Chia Liu, Jicong Zhang, Gregory L. Holmes, Basim M. Uthman, Panos M. Pardalos
A Novel Wavelet Based Algorithm for Spike and Wave Detection in Absence Epilepsy. BIBE (2010)
Petros Xanthopoulos, Roberta De Asmundis, Mario Rosario Guarracino, Georgios Pyrgiotakis, Panos M. Pardalos
Supervised Classification Methods for Mining Cell Differences as Depicted by Raman Spectroscopy. CIBB (2010)
Vangelis Sakkalis, Ciprian Doru Giurcaneanu, Petros Xanthopoulos, Michalis E. Zervakis, Vassilis Tsiaras, Yinghua Yang, Eleni Karakonstantaki, Sifis Micheloyannis
Assessment of Linear and Nonlinear Synchronization Measures for Analyzing EEG in a Mild Epileptic Paradigm. IEEE Trans. Inf. Technol. Biomed. 13 (4) (2009)
Onur Seref, Petros Xanthopoulos
Guest Editorial. J. Comb. Optim. 17 (1) (2009)
Petros Xanthopoulos, Ashwin Arulselvan, Vladimir Boginski, Panos M. Pardalos
A Retrospective Review of Social Networks. ASONAM (2009)
Petros Xanthopoulos, Spyretta Golemati, Vangelis Sakkalis, Periklis Y. Ktonas, Michalis E. Zervakis, Constantin R. Soldatos
Modeling the time-varying microstructure of simulated sleep EEG spindles using time-frequency analysis methods. EMBC (2006)