Construction of orthogonal and nearly orthogonal designs for computer experiments SD Georgiou, S Stylianou, K Drosou, C Koukouvinos Biometrika 101 (3), 741-747, 2014 | 20 | 2014 |
A new variable selection method based on SVM for analyzing supersaturated designs K Drosou, C Koukouvinos Journal of Quality Technology 51 (1), 21-36, 2019 | 14 | 2019 |
Evaluation of nearest neighbor methods in wheat genotype experiments A Katsileros, K Drosou, C Koukouvinos Communications in Biometry and Crop Science 10, 115-123, 2015 | 14 | 2015 |
Support vector machines classification on class imbalanced data: a case study with real medical data K Drosou, S Georgiou, C Koukouvinos, S Stylianou Journal of Data Science 12 (4), 143-155, 2014 | 14 | 2014 |
Response modelling approach to robust parameter design methodology using supersaturated designs K Chatterjee, K Drosou, SD Georgiou, C Koukouvinos Journal of Quality Technology 50 (1), 66-75, 2018 | 13 | 2018 |
Sure independence screening for analyzing supersaturated designs K Drosou, C Koukouvinos Communications in Statistics-Simulation and Computation, 1-17, 2018 | 11 | 2018 |
Proximal support vector machine techniques on medical prediction outcome K Drosou, C Koukouvinos Journal of Applied Statistics 44 (3), 533-553, 2017 | 11 | 2017 |
Measures of uniformity in experimental designs: A selective overview E Androulakis, K Drosou, C Koukouvinos, YD Zhou Communications in Statistics-Theory and Methods 45 (13), 3782-3806, 2016 | 11 | 2016 |
Screening Active Effects in Supersaturated Designs with Binary Response via Control Charts K Drosou, C Koukouvinos, A Lappa Quality and Reliability Engineering International 33 (7), 1475-1483, 2017 | 7 | 2017 |
Large-Scale Statistical Modelling via Machine Learning Classifiers C Parpoula, K Drosou, C Koukouvinos Journal of Statistics Applications & Probability 2 (3), 203, 2013 | 6 | 2013 |
Multi-level and mixed-level k-circulant supersaturated designs K Chatterjee, K Drosou, SD Georgiou, C Koukouvinos Metrika 81 (3), 337-355, 2018 | 4 | 2018 |
Column-orthogonal and nearly column-orthogonal designs for models with second-order terms S Stylianou, K Drosou, SD Georgiou, C Koukouvinos Journal of Statistical Planning and Inference 161, 81-90, 2015 | 4 | 2015 |
A new variable selection approach inspired by supersaturated designs given a large-dimensional dataset C Parpoula, K Drosou, C Koukouvinos, K Mylona Journal of Data Science 12 (1), 35-52, 2014 | 4 | 2014 |
A method for analyzing supersaturated designs inspired by control charts K Drosou, C Koukouvinos, A Lappa Communications in Statistics-Simulation and Computation, 1-12, 2017 | 3 | 2017 |
An orthogonal arrays approach to robust parameter designs methodology P Angelopoulos, K Drosou, C Koukouvinos Journal of Applied Statistics 40 (2), 429-437, 2013 | 3 | 2013 |
Supersaturated split-plot designs for robust parameter experiments K Drosou, C Koukouvinos Journal of Quality Technology, 1-16, 2019 | 1 | 2019 |
Στατιστικές μέθοδοι για την ανάλυση δεδομένων υψηλής διάστασης ΚΠ Δρόσου, KP Drosou | 1 | 2013 |
Sure independence screening for real medical Poisson data K Drosou, C Koukouvinos, A Lappa Journal of Applied Statistics 46 (2), 324-350, 2019 | | 2019 |
A comparative study of the use of large margin classifiers on seismic data K Drosou, A Artemiou, C Koukouvinos Journal of Applied Statistics 42 (1), 180-201, 2015 | | 2015 |
A discrete fourier transform approach searching for compatible sequences and optimal designs SD Georgiou, K Drosou, C Koukouvinos Informatica 36 (4), 2012 | | 2012 |