| Adaptive k-Nearest-Neighbor Classification Using a Dynamic Number of Nearest Neighbors S Ougiaroglou, A Nanopoulos, AN Papadopoulos, Y Manolopoulos, ... Advances in Databases and Information Systems: 11th East European Conference …, 2007 | 75 | 2007 |
| RHC: a non-parametric cluster-based data reduction for efficient k-NN classification S Ougiaroglou, G Evangelidis Pattern Analysis and Applications 19 (1), 93-109, 2016 | 48 | 2016 |
| Exploring the effect of data reduction on Neural Network and Support Vector Machine classification S Ougiaroglou, KI Diamantaras, G Evangelidis Neurocomputing 280, 101-110, 2018 | 38 | 2018 |
| Efficient dataset size reduction by finding homogeneous clusters S Ougiaroglou, G Evangelidis Proceedings of the Fifth Balkan Conference in Informatics, 168-173, 2012 | 31 | 2012 |
| Fast and accurate k-nearest neighbor classification using prototype selection by clustering S Ougiaroglou, G Evangelidis 2012 16th Panhellenic Conference on Informatics, 168-173, 2012 | 28 | 2012 |
| Association rules mining from the educational data of ESOG web-based application S Ougiaroglou, G Paschalis Artificial Intelligence Applications and Innovations: AIAI 2012 …, 2012 | 23 | 2012 |
| Dealing with noisy data in the context of k-NN Classification S Ougiaroglou, G Evangelidis Proceedings of the 7th Balkan Conference on Informatics Conference, 1-4, 2015 | 20 | 2015 |
| Efficient editing and data abstraction by finding homogeneous clusters S Ougiaroglou, G Evangelidis Annals of Mathematics and Artificial Intelligence 76, 327-349, 2016 | 14 | 2016 |
| Fast data reduction by space partitioning via convex hull and MBR computation T Giorginis, S Ougiaroglou, G Evangelidis, DA Dervos Pattern Recognition 126, 108553, 2022 | 12 | 2022 |
| FHC: an adaptive fast hybrid method for k-NN classification S Ougiaroglou, G Evangelidis, DA Dervos Logic Journal of the IGPL 23 (3), 431-450, 2015 | 10 | 2015 |
| Dynamic k determination in k-NN classifier: A literature review M Papanikolaou, G Evangelidis, S Ougiaroglou 2021 12th International Conference on Information, Intelligence, Systems …, 2021 | 9 | 2021 |
| Neural networks for early diagnosis of postpartum PTSD in women after cesarean section C Orovas, E Orovou, M Dagla, A Daponte, N Rigas, S Ougiaroglou, ... Applied Sciences 12 (15), 7492, 2022 | 8 | 2022 |
| A Simple Noise-Tolerant Abstraction Algorithm for Fast k–NN Classification S Ougiaroglou, G Evangelidis Proceedings of 7th International Conference on Hybrid Artificial …, 2012 | 8 | 2012 |
| Prototype generation for multi-label nearest neighbours classification S Ougiaroglou, P Filippakis, G Evangelidis Hybrid Artificial Intelligent Systems: 16th International Conference, HAIS …, 2021 | 7 | 2021 |
| Efficient data abstraction using weighted IB2 prototypes S Ougiaroglou, G Evangelidis Computer Science and Information Systems 11 (2), 665-678, 2014 | 7 | 2014 |
| Data reduction via multi-label prototype generation S Ougiaroglou, P Filippakis, G Fotiadou, G Evangelidis Neurocomputing 526, 1-8, 2023 | 6 | 2023 |
| WebApriori: a web application for association rules mining K Malliaridis, S Ougiaroglou, DA Dervos Intelligent Tutoring Systems: 16th International Conference, ITS 2020 …, 2020 | 6 | 2020 |
| Efficient k-NN classification based on homogeneous clusters S Ougiaroglou, G Evangelidis Artificial Intelligence Review 42 (3), 491-513, 2014 | 6 | 2014 |
| EHC: Non-parametric editing by finding homogeneous clusters S Ougiaroglou, G Evangelidis Foundations of Information and Knowledge Systems: 8th International …, 2014 | 6 | 2014 |
| AIB2: An abstraction data reduction technique based on ib2 S Ougiaroglou, G Evangelidis Proceedings of the 6th Balkan Conference in Informatics, 13-16, 2013 | 6 | 2013 |
Georgios EvangelidisProfessor of Computer Science, University of Macedonia, Thessaloniki, Greece在 uom.edu.gr 的电子邮件经过验证
