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Browsing by Author Ougiaroglou, Stefanos

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Issue DateTitleAuthor(s)
2012An Adaptive Hybrid and Cluster-Based Model for Speeding Up the k-NN ClassifierOugiaroglou, Stefanos; Evangelidis, Georgios; Dervos, Dimitris A.
2013AIB2Ougiaroglou, Stefanos; Evangelidis, Georgios
2013Applying General-Purpose Data Reduction Techniques for Fast Time Series ClassificationOugiaroglou, Stefanos; Karamitopoulos, Leonidas; Tatoglou, Christos; Evangelidis, Georgios; Dervos, Dimitris A.
2015Applying Prototype Selection and Abstraction Algorithms for Efficient Time-Series ClassificationOugiaroglou, Stefanos; Karamitopoulos, Leonidas; Tatoglou, Christos; Evangelidis, Georgios; Dervos, Dimitris A.
14-Mar-2023Data reduction via multi-label prototype generationOugiaroglou, Stefanos; Filippakis, Panagiotis; Fotiadou, Georgia; Evangelidis, Georgios
Sep-2015Dealing with noisy data in the context of k-NN ClassificationOugiaroglou, Stefanos; Evangelidis, Georgios
5-Oct-2021Dynamic k determination in k-NN classifier: A literature reviewPapanikolaou, Merkourios; Evangelidis, Georgios; Ougiaroglou, Stefanos
17-Aug-2020Dynamic k-NN Classification Based on Region HomogeneityOugiaroglou, Stefanos; Evangelidis, Georgios; Diamantaras, Konstantinos I.
26-Sep-2019The Effect of Parallelism on Data ReductionPonos, Pavlos; Ougiaroglou, Stefanos; Evangelidis, Georgios
2014Efficient data abstraction using weighted IB2 prototypesOugiaroglou, Stefanos; Evangelidis, Georgios
2012Efficient dataset size reduction by finding homogeneous clustersOugiaroglou, Stefanos; Evangelidis, Georgios
Apr-2016Efficient editing and data abstraction by finding homogeneous clustersOugiaroglou, Stefanos; Evangelidis, Georgios
2014Efficient k-NN classification based on homogeneous clustersOugiaroglou, Stefanos; Evangelidis, Georgios
2016Efficient Support Vector Machine Classification Using Prototype Selection and GenerationOugiaroglou, Stefanos; Diamantaras, Konstantinos I.; Evangelidis, Georgios
2014EHC: Non-parametric Editing by Finding Homogeneous ClustersOugiaroglou, Stefanos; Evangelidis, Georgios
6-Mar-2018Exploring the effect of data reduction on Neural Network and Support Vector Machine classificationOugiaroglou, Stefanos; Diamantaras, Konstantinos I.; Evangelidis, Georgios
2012An Extensive Experimental Study on the Cluster-based Reference Set Reduction for Speeding-up the k-NN ClassifierOugiaroglou, Stefanos; Evangelidis, Georgios; Dervos, Dimitris A.
2012Fast and Accurate k-Nearest Neighbor Classification Using Prototype Selection by ClusteringOugiaroglou, Stefanos; Evangelidis, Georgios
2022Fast data reduction by space partitioning via convex hull and MBR computationGiorginis, Thomas; Ougiaroglou, Stefanos; Evangelidis, Georgios; Dervos, Dimitris A.
2011A fast hybrid classification algorithm based on the minimum distance and the k-NN classifiersOugiaroglou, Stefanos; Evangelidis, Georgios; Dervos, Dimitris A.
Showing results 1 to 20 of 33  next >