@CONFERENCE{MTMT:34512387,
	title = {Waste Detection and Change Analysis based on Multispectral Satellite Imagery},
	url = {https://m2.mtmt.hu/api/publication/34512387},
	author = {Dávid, Magyar and Cserép, Máté and Vincellér, Zoltán and Attila, D. Molnár},
	booktitle = {Proceedings of KEPAF 2023: Képfeldolgozók és Alakfelismerők társaságának 14. konferenciája},
	unique-id = {34512387},
	year = {2023},
	orcid-numbers = {Cserép, Máté/0000-0002-3168-7736; Vincellér, Zoltán/0000-0002-9883-485X}
}

@CONFERENCE{MTMT:33703561,
	title = {Data Collection and Analytics in Pastured-based Beef Production System},
	url = {https://m2.mtmt.hu/api/publication/33703561},
	author = {Barkó, Balázs and Angyalné Alexy, Márta and Vincellér, Zoltán and Molnár, Bálint},
	booktitle = {12th International Conference on Applied Informatics (ICAI 2023)},
	unique-id = {33703561},
	abstract = {In precision livestock technologies, we are applying data acquisition using IoT tools to large-scale livestock production to collect more accurate, reliable data. By an- alyzing the big database using data science methods, we can find internal, hidden correlations and patterns in the data sets that provide valuable information for livestock farms. This will allow them to optimize production processes and make better economic decisions. In our research, we performed data analysis on free-kept beef cattle on sensor data. The research participated more than 100 animals and an animal has at least 4 different sensors, and every sensor measured different things from time to time. Thanks to this, a large amount of data was created in 1 year, so we can perform good data analysis. This dataset was not only it was interested in data analysis perspective, but also for farmers participating in research. They have multiple problems/theories that can’t be solved/proven without data analysis. Our group was concerned about animal behavior and the weather connection. The},
	year = {2023},
	orcid-numbers = {Vincellér, Zoltán/0000-0002-9883-485X; Molnár, Bálint/0000-0001-5015-8883}
}

@CONFERENCE{MTMT:33703560,
	title = {Hypergraph-based framework for Information System design and development},
	url = {https://m2.mtmt.hu/api/publication/33703560},
	author = {Béleczki, András and Molnár, Bálint and Vincellér, Zoltán},
	booktitle = {12th International Conference on Applied Informatics (ICAI 2023)},
	unique-id = {33703560},
	abstract = {The lifecycle of information systems is always containing several different phases which require different inputs from stakeholders, developers, key users and so on[2, 9]. This also means, that defining needs, making design decisions, and implementing them requires a variety of tools, frameworks, and applications. To meet every demand we use graphical diagrams, design, and conceptual documents, low code representations, metamodels, and actual source code. All of these are part of such a heterogenous environment that is very error-prone based on its nature.},
	year = {2023},
	orcid-numbers = {Molnár, Bálint/0000-0001-5015-8883; Vincellér, Zoltán/0000-0002-9883-485X}
}

@CONFERENCE{MTMT:31340415,
	title = {IoT sensor network modeling with Hypergraphs},
	url = {https://m2.mtmt.hu/api/publication/31340415},
	author = {Béleczki, András and Molnár, Bálint and Vincellér, Zoltán},
	booktitle = {Proceedings of the 11th International Conference on Applied Informatics (ICAI 2020)},
	unique-id = {31340415},
	year = {2020},
	orcid-numbers = {Molnár, Bálint/0000-0001-5015-8883; Vincellér, Zoltán/0000-0002-9883-485X}
}

@CONFERENCE{MTMT:30603312,
	title = {Robust Railroad Cable Detection in Rural Areas from MLS Point Clouds},
	url = {https://m2.mtmt.hu/api/publication/30603312},
	author = {Cserép, Máté and Hudoba, Péter and Vincellér, Zoltán},
	booktitle = {Free and Open Source Software for Geospatial (FOSS4G) Conference Proceedings},
	doi = {10.7275/z46z-xh51},
	unique-id = {30603312},
	abstract = {Monitoring of the railroad infrastructure is crucial for safety concerns and accident prevention. This task requires regular surveillance which is nowadays still carried out by expensive and time consuming manual visual inspections in many countries. The problem of railroad cable recognition (contact cables, catenary cables, return current cables) in rural areas based on LiDAR point clouds has it own methods, but current state of the art solutions suffer from extremely high computational load due the extensive size of the datasets. In this study we analyzed and compared novel robust solutions focusing on minimizing the assumptions (positions and distances of track bed, rail tracks, etc.) of the algorithms, and providing faster filtering methods that prepare the point cloud by removing the most of the points that cannot be part of a cable.
		Beside implementing the investigated methods based on open source libraries, we created a framework for algorithm pipelining, input, output and intermediate result management, and performance analysis.},
	year = {2018},
	orcid-numbers = {Cserép, Máté/0000-0002-3168-7736; Hudoba, Péter/0000-0001-5810-4193; Vincellér, Zoltán/0000-0002-9883-485X}
}

@CONFERENCE{MTMT:30602970,
	title = {Object Recognition of Railroad Cables in Rural Areas from Mobile Terrestrial Laser Scanning},
	url = {https://m2.mtmt.hu/api/publication/30602970},
	author = {Cserép, Máté and Hudoba, Péter and Vincellér, Zoltán},
	booktitle = {Proceedings of the 12th Joint Conference on Mathematics and Computer Science},
	unique-id = {30602970},
	year = {2018},
	orcid-numbers = {Cserép, Máté/0000-0002-3168-7736; Hudoba, Péter/0000-0001-5810-4193; Vincellér, Zoltán/0000-0002-9883-485X}
}

@CONFERENCE{MTMT:30603456,
	title = {A comparative study of distributed architectures for LiDAR-based change detection},
	url = {https://m2.mtmt.hu/api/publication/30603456},
	author = {Cserép, Máté and Roderik, Lindenbergh and Vincellér, Zoltán},
	booktitle = {ICAI 2017},
	unique-id = {30603456},
	year = {2017},
	orcid-numbers = {Cserép, Máté/0000-0002-3168-7736; Vincellér, Zoltán/0000-0002-9883-485X}
}

@{MTMT:3232164,
	title = {Comparison of distributed architectures for LiDAR based change detection},
	url = {https://m2.mtmt.hu/api/publication/3232164},
	author = {Cserép, Máté and Roderik, Lindenbergh and Vincellér, Zoltán},
	booktitle = {4th Winter School of PhD Students in Informatics and Mathematics},
	unique-id = {3232164},
	year = {2017},
	pages = {23-24},
	orcid-numbers = {Cserép, Máté/0000-0002-3168-7736; Vincellér, Zoltán/0000-0002-9883-485X}
}

@inproceedings{MTMT:3122639,
	title = {TRAINING DATA SCIENCE IN ACADEMIC EDUCATION},
	url = {https://m2.mtmt.hu/api/publication/3122639},
	author = {Kiss, Attila and Zuzana, ÁRKI and Laki, Sándor and Gombos, Gergő and Vincellér, Zoltán},
	booktitle = {A Selye János Egyetem 2016-os „Korszerű szemlélet a tudományokban és az oktatásban“ Nemzetközi Tudományos Konferenciájának tanulmánykötete},
	unique-id = {3122639},
	year = {2016},
	pages = {62-76},
	orcid-numbers = {Kiss, Attila/0000-0001-8174-6194; Laki, Sándor/0000-0002-8875-5330; Gombos, Gergő/0000-0002-7457-9794; Vincellér, Zoltán/0000-0002-9883-485X}
}

@inproceedings{MTMT:2897798,
	title = {A method for real-time adaptation of weather conditions within a traffic simulation},
	url = {https://m2.mtmt.hu/api/publication/2897798},
	author = {Gábor, Pótári and Vincellér, Zoltán and Ács, Zoltán},
	booktitle = {ICAI 2014: Proceedings of the 9th International Conference on Applied Informatics, vol. 1-2},
	unique-id = {2897798},
	year = {2015},
	orcid-numbers = {Vincellér, Zoltán/0000-0002-9883-485X}
}