Stefanos Ougiaroglou
Stefanos Ougiaroglou
Laboratory Lecturer, International Hellenic University, Thessaloniki, Greece
Verified email at it.teithe.gr - Homepage
TitleCited byYear
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
482007
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
202016
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
192012
Efficient dataset size reduction by finding homogeneous clusters
S Ougiaroglou, G Evangelidis
Proceedings of the Fifth Balkan Conference in Informatics, 168-173, 2012
182012
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
112018
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
92012
EHC: Non-parametric editing by finding homogeneous clusters
S Ougiaroglou, G Evangelidis
International Symposium on Foundations of Information and Knowledge Systems …, 2014
62014
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
62012
Efficient editing and data abstraction by finding homogeneous clusters
S Ougiaroglou, G Evangelidis
Annals of Mathematics and Artificial Intelligence 76 (3-4), 327-349, 2016
52016
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
52015
Efficient data abstraction using weighted IB2 prototypes.
S Ougiaroglou, G Evangelidis
Comput. Sci. Inf. Syst. 11 (2), 665-678, 2014
52014
AIB2: An abstraction data reduction technique based on ib2
S Ougiaroglou, G Evangelidis
Proceedings of the 6th Balkan Conference in Informatics, 13-16, 2013
42013
A Simple Noise-Tolerant Abstraction Algorithm for Fast k–NN Classification
S Ougiaroglou, G Evangelidis
Proceedings of 7th International Conference on Hybrid Artificial …, 2012
42012
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
32015
Efficient k-NN classification based on homogeneous clusters
S Ougiaroglou, G Evangelidis
Artificial Intelligence Review 42 (3), 491-513, 2014
32014
WebDR: A web workbench for data reduction
S Ougiaroglou, G Evangelidis
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014
32014
A Fast Hybrid k-NN Classifier Based on Homogeneous Clusters
S Ougiaroglou, G Evangelidis
IFIP International Conference on Artificial Intelligence Applications and …, 2012
32012
A fast hybrid classification algorithm based on the minimum distance and the k-nn classifiers
S Ougiaroglou, G Evangelidis, DA Dervos
Proceedings of the Fourth International Conference on SImilarity Search and …, 2011
32011
Efficient algorithms for constructing broadcast disks programs in asymmetric communication environments
E Tiakas, S Ougiaroglou, P Nicopolitidis
Telecommunication Systems 41 (3), 185-209, 2009
32009
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
22017
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