Publications

Determining the prevalence of childhood hypertension and its concomitant metabolic abnormalities using data mining methods in the Northeastern region of Hungary

Authors
Kovács, Beáta
Németh, Ákos
Daróczy, Bálint Zoltán
Karányi, Zsolt
Maroda, László
Diószegi, Ágnes
Nádró, Bíborka
Harangi, Mariann
Páll, Dénes
Publication date
2023

FRONTIERS IN CARDIOVASCULAR MEDICINE, 9 ISSN 2297-055X

Optimization dependent generalization bound for ReLU networks based on sensitivity in the tangent bundle

Authors
Rácz, Dániel
Petreczky, M
Csertán, A
Daróczy, Bálint Zoltán
Publication date
2023

In: 15th Annual Workshop on Optimization for Machine Learning, 2023.12.15, New Orleans (LA).

Assessment of Associations Between Serum Lipoprotein (a) Levels and Atherosclerotic Vascular Diseases in Hungarian Patients With Familial Hypercholesterolemia Using Data Mining and Machine Learning

Authors
Németh, Á
Daróczy, Bálint Zoltán
Juhász, L
Fülöp, P
Harangi, Mariann
Paragh, György
Publication date
2022

FRONTIERS IN GENETICS, 13 ISSN 1664-8021

Gaussian Perturbations in ReLU Networks and the Arrangement of Activation Regions

Authors
Daróczy, Bálint Zoltán
Publication date
2022

MATHEMATICS, 10 (7). ISSN 2227-7390

Identifying Patients with Familial Chylomicronemia Syndrome Using FCS Score-Based Data Mining Methods

Authors
Németh, Á
Harangi, Mariann
Daróczy, Bálint Zoltán
Juhász, L
Paragh, György
Fülöp, Péter
Publication date
2022

JOURNAL OF CLINICAL MEDICINE, 11 (15). ISSN 2077-0383

Spatial Variability of Soil Properties and Its Effect on Maize Yields within Field—A Case Study in Hungary

Authors
Nyéki, Anikó Éva
Daróczy, Bálint Zoltán
Kerepesi, Csaba
Neményi, Miklós
Kovács, Attila József
Publication date
2022

AGRONOMY, 12 (2). ISSN 2073-4395

Gradient representations in ReLU networks as similarity functions

Authors
Rácz, Dániel
Daróczy, Bálint Zoltán
Publication date
2021

In: ESANN 2021 - Proceedings, 29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning i6doc.com, Louvain-la-Neuve, pp. 665-670.

SZTAKI @ ImageCLEFmed 2020 Tuberculosis Task

Authors
Lestyan, Bence
Benczúr, András, ifj
Daróczy, Bálint Zoltán
Publication date
2020

CEUR WORKSHOP PROCEEDINGS, 2696 ISSN 1613-0073

Tangent Space Separability in Feedforward Neural Networks

Authors
Daróczy, Bálint Zoltán
Aleksziev, Rita Antónia
Benczúr, András, ifj
Publication date
2020

In: 33rd Annual Conference on Neural Information Processing Systems, NeurIPS 2019, 2019.12.08-2019.12.14, Vancouver.

Maize yield prediction based on artificial intelligence using spatio-temporal data

Authors
Nyéki, Anikó Éva
Kerepesi, Csaba
Daróczy, Bálint Zoltán
Benczúr, András, ifj
Milics, Gábor
Kovács, Attila József
Neményi, Miklós
Publication date
2019

In: Precision agriculture ’19 Wageningen Academic Publishers, Montpellier, pp. 1011-1017.