Petros Xanthopoulos

According to our database1, Petros Xanthopoulos authored at least 21 papers between 2009 and 2019.

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Bibliography

2019
Estimating the number of clusters in a dataset via consensus clustering.
Expert Syst. Appl., 2019

A weighted framework for unsupervised ensemble learning based on internal quality measures.
Annals OR, 2019

Feature importance ranking for classification in mixed online environments.
Annals OR, 2019

Relaxed support vector regression.
Annals OR, 2019

2017
Constraint relaxation, cost-sensitive learning and bagging for imbalanced classification problems with outliers.
Optimization Letters, 2017

Online feature importance ranking based on sensitivity analysis.
Expert Syst. Appl., 2017

Weighted relaxed support vector machines.
Annals OR, 2017

2016
A priori synthetic over-sampling methods for increasing classification sensitivity in imbalanced data sets.
Expert Syst. Appl., 2016

2015
Sparse Proximal Support Vector Machines for feature selection in high dimensional datasets.
Expert Syst. Appl., 2015

A robust unsupervised consensus control chart pattern recognition framework.
Expert Syst. Appl., 2015

2014
A weighted support vector machine method for control chart pattern recognition.
Computers & Industrial Engineering, 2014

Robust generalized eigenvalue classifier with ellipsoidal uncertainty.
Annals OR, 2014

Analysis of the expansion of the panama canal using simulation modeling and artificial intelligence.
Proceedings of the 2014 Winter Simulation Conference, 2014

2011
Classification of cancer cell death with spectral dimensionality reduction and generalized eigenvalues.
Artificial Intelligence in Medicine, 2011

2010
Data Mining Techniques in Agricultural and Environmental Sciences.
IJAEIS, 2010

Supervised Classification Methods for Mining Cell Differences as Depicted by Raman Spectroscopy.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2010

A Novel Wavelet Based Algorithm for Spike and Wave Detection in Absence Epilepsy.
Proceedings of the 10th IEEE International Conference on Bioinformatics and Bioengineering, 2010

2009
Archimedes and the Foundations of Industrial Engineering.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Assessment of Linear and Nonlinear Synchronization Measures for Analyzing EEG in a Mild Epileptic Paradigm.
IEEE Trans. Information Technology in Biomedicine, 2009

Guest Editorial.
J. Comb. Optim., 2009

A Retrospective Review of Social Networks.
Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, 2009


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