| Adaptive k-nearest-neighbor classification using a dynamic number of nearest neighbors S Ougiaroglou, A Nanopoulos, AN Papadopoulos, Y Manolopoulos, ... East European Conference on Advances in Databases and Information Systems, 66-82, 2007 | 61 | 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 | 31 | 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 | 23 | 2018 |
| 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 | 22 | 2012 |
| Efficient dataset size reduction by finding homogeneous clusters S Ougiaroglou, G Evangelidis Proceedings of the Fifth Balkan Conference in Informatics, 168-173, 2012 | 22 | 2012 |
| Association rules mining from the educational data of ESOG web-based application S Ougiaroglou, G Paschalis IFIP International Conference on Artificial Intelligence Applications and …, 2012 | 16 | 2012 |
| Efficient editing and data abstraction by finding homogeneous clusters S Ougiaroglou, G Evangelidis Annals of Mathematics and Artificial Intelligence 76 (3), 327-349, 2016 | 8 | 2016 |
| 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 | 7 | 2015 |
| 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 | 6 | 2015 |
| Efficient data abstraction using weighted IB2 prototypes S Ougiaroglou, G Evangelidis Computer Science and Information Systems 11 (2), 665-678, 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 |
| A Simple Noise-Tolerant Abstraction Algorithm for Fast k–NN Classification S Ougiaroglou, G Evangelidis Proceedings of 7th International Conference on Hybrid Artificial …, 2012 | 6 | 2012 |
| EHC: Non-parametric editing by finding homogeneous clusters S Ougiaroglou, G Evangelidis International Symposium on Foundations of Information and Knowledge Systems …, 2014 | 5 | 2014 |
| An adaptive hybrid and cluster-based model for speeding up the k-nn classifier S Ougiaroglou, G Evangelidis, DA Dervos International Conference on Hybrid Artificial Intelligence Systems, 163-175, 2012 | 5 | 2012 |
| Efficient algorithms for constructing broadcast disks programs in asymmetric communication environments E Tiakas, S Ougiaroglou, P Nicopolitidis Telecommunication Systems 41 (3), 185-209, 2009 | 5 | 2009 |
| Generating fixed-size training sets for large and streaming datasets S Ougiaroglou, G Arampatzis, DA Dervos, G Evangelidis European Conference on Advances in Databases and Information Systems, 88-102, 2017 | 4 | 2017 |
| Efficient k-NN classification based on homogeneous clusters S Ougiaroglou, G Evangelidis Artificial Intelligence Review 42 (3), 491-513, 2014 | 4 | 2014 |
| WebDR: A web workbench for data reduction S Ougiaroglou, G Evangelidis Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014 | 4 | 2014 |
| WebApriori: A web application for association rules mining K Malliaridis, S Ougiaroglou, DA Dervos International Conference on Intelligent Tutoring Systems, 371-377, 2020 | 3 | 2020 |
| Applying Prototype Selection and Abstraction Algorithms for Efficient Time-Series Classification S Ougiaroglou, L Karamitopoulos, C Tatoglou, G Evangelidis, DA Dervos Artificial Neural Networks, 333-348, 2015 | 3 | 2015 |
Georgios EvangelidisProfessor of Computer Science, University of Macedonia, Thessaloniki, GreeceVerified email at uom.edu.gr
