| Optimization of gene-environment networks in the presence of errors and uncertainty with Chebychev approximation GW Weber, P Taylan, SZ Alparslan-Gök, S Özöğür-Akyüz, ... Top 16 (2), 284, 2008 | 48 | 2008 |
| A review on data mining and continuous optimization applications in computational biology and medicine GW Weber, S Özöğür‐Akyüz, E Kropat Birth Defects Research Part C: Embryo Today: Reviews 87 (2), 165-181, 2009 | 40 | 2009 |
| Infinite kernel learning via infinite and semi-infinite programming S Özöğür-Akyüz, GW Weber Optimisation Methods & Software 25 (6), 937-970, 2010 | 32 | 2010 |
| On numerical optimization theory of infinite kernel learning S Özöğür-Akyüz, GW Weber Journal of Global Optimization 48, 215-239, 2010 | 32 | 2010 |
| Pruning of Error Correcting Output Codes by optimization of accuracy–diversity trade off S Özöğür-Akyüz, T Windeatt, R Smith Machine Learning 101, 253-269, 2015 | 28 | 2015 |
| Selection of representative SNP sets for genome-wide association studies: a metaheuristic approach G Üstünkar, S Özöğür-Akyüz, GW Weber, CM Friedrich, Y Aydın Son Optimization letters 6, 1207-1218, 2012 | 27 | 2012 |
| A novel approach for panel data: An ensemble of weighted functional margin SVM models BE Erdogan, S Özöğür-Akyüz, PK Ataş Information Sciences 557, 373-381, 2021 | 25 | 2021 |
| Learning with infinitely many kernels via semi-infinite programming S Özöğür-Akyüz, GW Weber Continuous Optimization and Knowledge Based Technologies, 20th EURO Mini …, 2008 | 24 | 2008 |
| Dynamical modelling of enzymatic reactions, simulation and parameter estimation with genetic algorithms S Ozögür, AG Sagdıçoglu Celep, B Karasözen, N Yıldırım, GW Weber HIBIT–Proceedings of international symposium on health informatics and …, 2005 | 17 | 2005 |
| Prediction with the SVM using test point margins S Özöğür-Akyüz, Z Hussain, J Shawe-Taylor Data Mining: Special Issue in Annals of Information Systems, 147-158, 2009 | 14 | 2009 |
| Statistical learning and optimization methods in data mining GW Weber, P Taylan, S Ozogur, B Akteke-Ozturk Recent Advances in Statistics, Turkish Statistical Institute Press, Ankara …, 2007 | 12 | 2007 |
| Mathematical modelling of enzymatic reactions, simulation and parameter estimation S Özöğür Middle East Technical University, 2005 | 12 | 2005 |
| Classification of motor imagery task by using novel ensemble pruning approach MA Ali, D Üçüncü, PK Ataş, S Özöğür-Akyüz IEEE Transactions on Fuzzy Systems 28 (1), 85-91, 2019 | 11 | 2019 |
| Adapted infinite kernel learning by multi-local algorithm S Özöğür Akyüz, G Üstünkar, GW Weber International Journal of Pattern Recognition and Artificial Intelligence 30 …, 2016 | 11 | 2016 |
| Pattern analysis for the prediction of fungal pro-peptide cleavage sites S Özöğür-Akyüz, J Shawe-Taylor, GW Weber, ZB Ögel Discrete applied mathematics 157 (10), 2388-2394, 2009 | 9 | 2009 |
| A novel hybrid house price prediction model S Özöğür Akyüz, B Eygi Erdogan, Ö Yıldız, P Karadayı Ataş Computational Economics 62 (3), 1215-1232, 2023 | 8 | 2023 |
| Ensemble cluster pruning via convex‐concave programming S Özöğür‐Akyüz, BC Otar, PK Atas Computational Intelligence 36 (1), 297-319, 2020 | 8 | 2020 |
| New optimization methods in data mining S Özöğür-Akyüz, B Akteke-Öztürk, T Tchemisova, GW Weber Operations Research Proceedings 2008: Selected Papers of the Annual …, 2009 | 8 | 2009 |
| MODELLING OF KERNEL MACHINES BY INFINITE AND SEMI‐INFINITE PROGRAMMING S Özöğür‐Akyüz, GW Weber AIP Conference Proceedings 1159 (1), 306-313, 2009 | 7 | 2009 |
| Analysis of SNP-complex disease association by a novel feature selection method G Üstünkar, S Özöğür-Akyüz, GW Weber, YA Son Operations Research Proceedings 2010: Selected Papers of the Annual …, 2011 | 6 | 2011 |
John Shawe-TaylorUCLVerified email at cs.ucl.ac.uk
