György Kovács

26 papers A* 1B 1C 2Journal 19Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Enumerating the k-fold configurations in multi-class classification problems. CoRR Attila Fazekas, György Kovács
2024	J	`jnl`	Testing the consistency of performance scores reported for binary classification problems. Appl. Soft Comput. Attila Fazekas, György Kovács
2024	J	`jnl`	mlscorecheck: Testing the consistency of reported performance scores and experiments in machine learning. Neurocomputing György Kovács, Attila Fazekas
2023	J	`jnl`	Optimal binning for a variance based alternative of mutual information in pattern recognition. Neurocomputing Attila Fazekas, György Kovács
2023	J	`jnl`	Testing the Consistency of Performance Scores Reported for Binary Classification Problems. CoRR Attila Fazekas, György Kovács
2023	J	`jnl`	The Conditioning Bias in Binary Decision Trees and Random Forests and Its Elimination. CoRR Gábor Timár, György Kovács
2023	J	`jnl`	mlscorecheck: Testing the consistency of reported performance scores and experiments in machine learning. CoRR György Kovács, Attila Fazekas
2022	J	`jnl`	A general technique for the estimation of farm animal body part weights from CT scans and its applications in a rabbit breeding program. Comput. Electron. Agric. Ádám Csóka, György Kovács, Virág Ács, Zsolt Matics, Zsolt Gerencsér, Zsolt Szendro, István Nagy, Örs Petneházy, Imre Repa, Mariann Moizs, Tamás Donkó
2022	J	`jnl`	A new baseline for retinal vessel segmentation: Numerical identification and correction of methodological inconsistencies affecting 100+ papers. Medical Image Anal. György Kovács, Attila Fazekas
2021	J	`jnl`	A general technique for the estimation of farm animal body part weights from CT scans and its applications in a rabbit breeding program. CoRR Ádám Csóka, György Kovács, Virág Ács, Zsolt Matics, Zsolt Gerencsér, Zsolt Szendro, István Nagy, Örs Petneházy, Imre Repa, Mariann Moizs, Tamás Donkó
2021	J	`jnl`	A new baseline for retinal vessel segmentation: Numerical identification and correction of methodological inconsistencies affecting 100+ papers. CoRR György Kovács, Attila Fazekas
2021	J	`jnl`	Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling. Artif. Intell. Medicine Gilles Vandewiele, Isabelle Dehaene, György Kovács, Lucas Sterckx, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester
2020	J	`jnl`	Approximately Optimal Binning for the Piecewise Constant Approximation of the Normalized Unexplained Variance (nUV) Dissimilarity Measure. CoRR Attila Fazekas, György Kovács
2020	J	`jnl`	Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling. CoRR Gilles Vandewiele, Isabelle Dehaene, György Kovács, Lucas Sterckx, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester
2019	J	`jnl`	An empirical comparison and evaluation of minority oversampling techniques on a large number of imbalanced datasets. Appl. Soft Comput. György Kovács
2019	J	`jnl`	Smote-variants: A python implementation of 85 minority oversampling techniques. Neurocomputing György Kovács
2018	—	`conf`	Improving the Performance of the k Rare Class Nearest Neighbor Classifier by the Ranking of Point Patterns. FoIKS Zsolt László, Levente Török, György Kovács
2018	J	`jnl`	Matching by Monotonic Tone Mapping. IEEE Trans. Pattern Anal. Mach. Intell. György Kovács
2016	J	`jnl`	A self-calibrating approach for the segmentation of retinal vessels by template matching and contour reconstruction. Medical Image Anal. György Kovács, András Hajdu
2016	—	`—`	Advances in the theory and applications of (dis)similarity functions in pattern recognition György Kovács
2013	J	`jnl`	Translation Invariance in the Polynomial Kernel Space and Its Applications in kNN Classification. Neural Process. Lett. György Kovács, András Hajdu
2011	C	`conf`	Exponential contrast maximization of intensity images. ISPA György Kovács, Attila Fazekas, András Hajdu
2011	—	`conf`	Extraction of vascular system in retina images using Averaged One-Dependence Estimators and orientation estimation in Hidden Markov Random Fields. ISBI György Kovács, András Hajdu
2010	A*	`conf`	The openip open source image processing library. ACM Multimedia György Kovács, János István Iván, Árpád Pányik, Attila Fazekas
2009	B	`conf`	The Multi-modal Rock-Paper-Scissors Game. IVA György Kovács, Csaba Makara, Attila Fazekas
2008	C	`conf`	Skeletonization Based on Metrical Neighborhood Sequences. ICVS Attila Fazekas, Kálmán Palágyi, György Kovács, Gábor Németh