personal data approved: 2024. V. 10.
| Personal data | |
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| name | Dávid Abriha |
| name of institution | |
| doctoral school | DE Doctoral School of Earth Sciences (Announcer of research topic) |
| the share of work in the different doctoral schools. | DE Doctoral School of Earth Sciences 100% |
| Contact details | |
| E-mail address | abriha.david science.unideb.hu |
| phone number | +36 52 512-900/22113 |
| own web page | |
| Academic title | |
| scientific degree, title | Ph.D. |
| year degree was obtained | 2023 |
| discipline to which degree belongs | earth sciences |
| institution granting the degree | University of Debrecen |
| Employment | |
| 2023 - | University of Debrecen university professor or researcher |
| Thesis topic supervisor | |
| number of doctoral students supervised until now | |
| number of students who fulfilled course requirements | |
| students who obtained their degrees: | |
| Thesis topic proposals | |
| Research | |
| research area | Application of machine and deep learning techniques in geoinformatics, particularly in urban areas. |
| research field in which current research is conducted | earth sciences |
| Publications | |||
2024 |
Szabó Szilárd, Holb Imre J., Abriha-Molnár Vanda Éva, Szatmári Gábor, Singh Sudhir Kumar, Abriha Dávid: Classification Assessment Tool: A program to measure the uncertainty of classification models in terms of class-level metrics, APPLIED SOFT COMPUTING 155: 111468 type of document: Journal paper/Article number of independent citations: 1 language: English URL |
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| 2023 |
Abriha Dávid, Srivastava Prashant K., Szabó Szilárd: Smaller is better? Unduly nice accuracy assessments in roof detection using remote sensing data with machine learning and k-fold cross-validation, HELIYON 9: e14045 type of document: Journal paper/Article number of independent citations: 4 language: English URL |
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| 2023 |
Abriha Dávid, Szabó Szilárd: Strategies in training deep learning models to extract building from multisource images with small training sample sizes, INTERNATIONAL JOURNAL OF DIGITAL EARTH 16: (1) pp. 1707-1724. type of document: Journal paper/Article number of independent citations: 4 language: English URL |
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| 2023 |
Shebl Ali, Abriha Dávid, Fahil Amr S., El-Dokouny Hanna A., Elrasheed Abdelmajeed A., Csámer Árpád: PRISMA hyperspectral data for lithological mapping in the Egyptian Eastern Desert: Evaluating the Support Vector Machine, Random Forest, and XG Boost Machine Learning Algorithms, ORE GEOLOGY REVIEWS 161: 105652 type of document: Journal paper/Article number of independent citations: 5 language: English URL |
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| 2021 |
Szabó Loránd, Abriha Dávid, Phinzi Kwanele, Szabó Szilárd: Urban vegetation classification with high-resolution PlanetScope and SkySat multispectral imagery, ACTA GEOGRAPHICA DEBRECINA LANDSCAPE AND ENVIRONMENT SERIES 15: (1) pp. 66-75. type of document: Journal paper/Article number of independent citations: 2 language: English URL |
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| 2021 |
Phinzi Kwanele, Abriha Dávid, Szabó Szilárd: Classification Efficacy Using K-Fold Cross-Validation and Bootstrapping Resampling Techniques on the Example of Mapping Complex Gully Systems, REMOTE SENSING 13: (15) 2980 type of document: Journal paper/Article number of independent citations: 11 language: English URL |
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| 2021 |
Abriha Dávid, Szabó Szilárd, Enyedi Péter: Városi objektum kinyerést célzó deep learning algoritmus alkalmazása nagy felbontású légifelvételek alapján, In: Molnár, Vanda Éva (szerk.) Az elmélet és a gyakorlat találkozása a térinformatikában XII.: Theory meets practice in GIS, Debreceni Egyetemi Kiadó (2021) pp. 9-16. type of document: Part of book/Proceedings Paper language: Angol, Magyar |
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| 2021 |
Abriha D, Szabó Sz, Varga Gy: Sentinel-5P műholdadatok alapján végzett légköri aeroszol koncentráció vizsgálat Google Earth Engine platformon, In: Molnár, Vanda Éva (szerk.) Az elmélet és a gyakorlat találkozása a térinformatikában XII.: Theory meets practice in GIS, Debreceni Egyetemi Kiadó (2021) pp. 17-23. type of document: Part of book/Proceedings Paper language: Angol, Magyar |
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| 2020 |
Phinzi Kwanele, Abriha Dávid, Bertalan László, Holb Imre, Szabó Szilárd: Machine Learning for Gully Feature Extraction Based on a Pan-Sharpened Multispectral Image: Multiclass vs. Binary Approach, ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION 9: (4) 252 type of document: Journal paper/Article number of independent citations: 34 language: English URL |
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| 2018 |
Abriha Dávid, Kovács Zoltán, Ninsawat Sarawut, Bertalan László, Balázs Boglárka, Szabó Szilárd: Identification of roofing materials with Discriminant Function Analysis and Random Forest classifiers on pan-sharpened WorldView-2 imagery – a comparison, HUNGARIAN GEOGRAPHICAL BULLETIN (2009-) 67: (4) pp. 375-392. type of document: Journal paper/Article number of independent citations: 21 language: English URL |
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| Supervision | |
| thesis supervisor | Szilárd Szabó |
| one supervisor or with co-supervisor | individual |
| degree | PhD |
| starting of doctoral studies | 2019 |
| foreseen date of final certificate (year,month) | 2023/08 |
| year in which degree was obtained | 2023 |
| diszertáció | Doi/handle link (thesis, statements) |
| data of the public discussion | defense |