TY  - GEN
AU  - Llorente, Oscar
AU  - Vaderna, P’eter
AU  - Laki, Sándor
AU  - Kotroczó, Roland
AU  - Csoma, Rita
AU  - Szalai-Gindl, János Márk
TI  - Evaluating Neighbor Explainability for Graph Neural Networks
VL  - abs/2311.08118
PY  - 2023
UR  - https://m2.mtmt.hu/api/publication/34435287
ID  - 34435287
LA  - English
DB  - MTMT
ER  - 

TY  - CHAP
AU  - Gombos, Gergő
AU  - Sajti, Zsolt Zoltan
AU  - Szalai-Gindl, János Márk
ED  - Fazekas, István
TI  - M-tree index for music search based on similarity of cosine contours and tags
T2  - 2022 IEEE 2nd Conference on Information Technology and Data Science (CITDS)
PB  - Institute of Electrical and Electronics Engineers (IEEE)
CY  - Piscataway (NJ)
SN  - 9781665496520
PY  - 2022
SP  - 98
EP  - 102
PG  - 5
DO  - 10.1109/CITDS54976.2022.9914099
UR  - https://m2.mtmt.hu/api/publication/33245545
ID  - 33245545
LA  - English
DB  - MTMT
ER  - 

TY  - CHAP
AU  - Michelisz, Máté
AU  - Varga, Dániel
AU  - Szalai-Gindl, János Márk
ED  - Fazekas, István
TI  - CatMat: 3D Object Recognition Using Catenarian Matching
T2  - 2022 IEEE 2nd Conference on Information Technology and Data Science (CITDS)
PB  - Institute of Electrical and Electronics Engineers (IEEE)
CY  - Piscataway (NJ)
SN  - 9781665496520
PY  - 2022
SP  - 189
EP  - 194
PG  - 6
DO  - 10.1109/CITDS54976.2022.9914341
UR  - https://m2.mtmt.hu/api/publication/33245539
ID  - 33245539
LA  - English
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Lipták, Panna
AU  - Kiss, Attila
AU  - Szalai-Gindl, János Márk
TI  - Heuristic Pairwise Alignment in Database Environments
JF  - GENES
J2  - GENES-BASEL
VL  - 13
PY  - 2022
IS  - 11
SP  - 1
EP  - 20
PG  - 20
SN  - 2073-4425
DO  - 10.3390/genes13112005
UR  - https://m2.mtmt.hu/api/publication/33202839
ID  - 33202839
AB  - Biological data have gained wider recognition during the last few years, although managing and processing these data in an efficient way remains a challenge in many areas. Increasingly, more DNA sequence databases can be accessed; however, most algorithms on these sequences are performed outside of the database with different bioinformatics software. In this article, we propose a novel approach for the comparative analysis of sequences, thereby defining heuristic pairwise alignment inside the database environment. This method takes advantage of the benefits provided by the database management system and presents a way to exploit similarities in data sets to quicken the alignment algorithm. We work with the column-oriented MonetDB, and we further discuss the key benefits of this database system in relation to our proposed heuristic approach.
LA  - English
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Varga, Dániel
AU  - Szalai-Gindl, János Márk
AU  - Ambrus-Dobai, Marton
AU  - Laki, Sándor
TI  - QBB: Quantile-Based Binarization of 3D Point Cloud Descriptors
JF  - IEEE ACCESS
J2  - IEEE ACCESS
VL  - 10
PY  - 2022
SP  - 67839
EP  - 67850
PG  - 12
SN  - 2169-3536
DO  - 10.1109/ACCESS.2022.3186094
UR  - https://m2.mtmt.hu/api/publication/32909424
ID  - 32909424
LA  - English
DB  - MTMT
ER  - 

TY  - GEN
AU  - Szalai-Gindl, János Márk
AU  - Loredo, T. J.
AU  - Kelly, B. C.
AU  - Csabai, I.
AU  - Budavári, T.
AU  - Dobos, L.
TI  - CUDAHM: MCMC sampling of hierarchical models with GPUs
PY  - 2021
UR  - https://m2.mtmt.hu/api/publication/32602602
ID  - 32602602
LA  - English
DB  - MTMT
ER  - 

TY  - GEN
AU  - Szalai-Gindl, János Márk
AU  - Thomas, J. Loredo
AU  - Brandon, C. Kelly
AU  - István, Csabai
AU  - Tamás, Budavári
AU  - László, Dobos
TI  - GPU-Accelerated Hierarchical Bayesian Inference with Application to Modeling Cosmic Populations. CUDAHM
TS  - CUDAHM
PY  - 2021
UR  - https://m2.mtmt.hu/api/publication/32250558
ID  - 32250558
LA  - English
DB  - MTMT
ER  - 

TY  - CHAP
AU  - Varga, Dániel
AU  - Szalai-Gindl, János Márk
AU  - Laki, Sándor
ED  - Bellatreche, Ladjel
ED  - Dumas, Marlon
ED  - Karras, Panagiotis
ED  - Matulevičius, Raimundas
ED  - Awad, Ahmed
ED  - Weidlich, Matthias
ED  - Ivanović, Mirjana
ED  - Hartig, Olaf
TI  - The Descriptiveness of Feature Descriptors with Reduced Dimensionality
T2  - New Trends in Database and Information Systems
PB  - Springer Netherlands
CY  - Cham
SN  - 9783030850821
T3  - Communications in Computer and Information Science, ISSN 1865-0929 ; 1450.
PY  - 2021
SP  - 317
EP  - 322
PG  - 6
DO  - 10.1007/978-3-030-85082-1_29
UR  - https://m2.mtmt.hu/api/publication/32153528
ID  - 32153528
LA  - English
DB  - MTMT
ER  - 

TY  - JOUR
AU  - Varga, Dániel
AU  - Szalai-Gindl, János Márk
AU  - Formanek, Bence
AU  - Vaderna, Peter
AU  - Dobos, László
AU  - Laki, Sándor
TI  - Template Matching for 3D Objects in Large Point Clouds Using DBMS
JF  - IEEE ACCESS
J2  - IEEE ACCESS
VL  - 9
PY  - 2021
SP  - 76894
EP  - 76907
PG  - 14
SN  - 2169-3536
DO  - 10.1109/ACCESS.2021.3082848
UR  - https://m2.mtmt.hu/api/publication/32049065
ID  - 32049065
LA  - English
DB  - MTMT
ER  - 

TY  - THES
AU  - Szalai-Gindl, János Márk
TI  - Adatintenzív módszerek tudományos adatok kezelésére kozmológiai, térinformatikai és biológiai alkalmazásokkal
PB  - Eötvös Loránd Tudományegyetem (ELTE)
PY  - 2020
SP  - 147
DO  - 10.15476/ELTE.2020.001
UR  - https://m2.mtmt.hu/api/publication/32476618
ID  - 32476618
LA  - Hungarian
DB  - MTMT
ER  -