Hajdu András

1.

Abuhayi, B. M., Hajdu, A.: A Hybrid Compact Convolutional Transformer with Bilateral Filtering for Coffee Berry Disease Classification.
Sensors. 25 (13), 1-23, (article identifier: 3926), 2025.

doi DEA WoS

Journal metrics:

Q1 Analytical Chemistry (2024)

Q2 Atomic and Molecular Physics, and Optics (2024)

Q2 Biochemistry (2024)

Q2 Electrical and Electronic Engineering (2024)

Q2 Information Systems (2024)

Q1 Instrumentation (2024)

Q2 Medicine (miscellaneous) (2024)

2.

Kapusi, T. P., Erdei, T. I., Husi, G., Hajdu, A.: Application of image translation-based approach in industrial manufacturing system for object identification.
Int. rev. appl. sci. eng. [Epub ahead of print], 1-11, 2025.

doi DEA

Journal metrics:

Q2 Architecture (2024)

Q3 Engineering (miscellaneous) (2024)

Q3 Environmental Engineering (2024)

Q3 Information Systems (2024)

Q4 Management Science and Operations Research (2024)

Q3 Materials Science (miscellaneous) (2024)

3.

Beregi-Kovács, M., Harangi, B., Hajdu, A., Gát, G.: Generation of Synthetic Non-Homogeneous Fog by Discretized Radiative Transfer Equation.
J. Imaging. 11 (6), 1-22, (article identifier: 196), 2025.

doi DEA

Journal metrics:

Q1 Computer Graphics and Computer-Aided Design (2024)

Q2 Computer Vision and Pattern Recognition (2024)

Q2 Electrical and Electronic Engineering (2024)

Q2 Radiology, Nuclear Medicine and Imaging (2024)

4.

Yan, X., Li, Z., Jiang, A., Chen, J., Huang, X., Hajdu, A., Wong, H. Z., Cheng, Q., Zhang, J., Lin, A., Luo, P.: Immunotherapy-induced cholestasis in cancer: insights from the two real-world pharmacovigilance databases of FAERS and VigiBase.
Int. J. Surg. 111 (8), 5105-5121, 2025.

doi DEA

Journal metrics:

D1 Medicine (miscellaneous) (2024)

D1 Surgery (2024)

5.

Al-Hamadani, M. N. A., Poroszlay, R., Szemán-Nagy, G., Hajdu, A., Hadjidemetriou, S., Ferrarini, L., Harangi, B.: Improving Cell Detection and Tracking in Microscopy Images Using YOLO and an Enhanced DeepSORT Algorithm.
Sensors. 25/2025, 1-15, (article identifier: 4361), 2025.

doi DEA

Journal metrics:

Q1 Analytical Chemistry (2024)

Q2 Atomic and Molecular Physics, and Optics (2024)

Q2 Biochemistry (2024)

Q2 Electrical and Electronic Engineering (2024)

Q2 Information Systems (2024)

Q1 Instrumentation (2024)

Q2 Medicine (miscellaneous) (2024)

6.

Balla, D. Z., Tari, L., Hajdu, A., Kiss, E., Bodroginé Zichar, M., Mester, T.: Integrated Assessment of Groundwater Quality Using Water Quality Indices, Geospatial Analysis, and Neural Networks in a Rural Hungarian Settlement.
Water. 17 (16), 1-24, 2025.

doi DEA WoS Scopus

Journal metrics:

Q1 Aquatic Science (2024)

Q2 Biochemistry (2024)

Q1 Geography, Planning and Development (2024)

Q1 Water Science and Technology (2024)

7.

Lakatos, R., Pollner, P., Hajdu, A., Joó, T.: Investigating the Performance of Retrieval-Augmented Generation and Domain-Specific Fine-Tuning for the Development of AI-Driven Knowledge-Based Systems.
Mach. Learn. Knowl. Extr. 7 (1), 1-18, (article identifier: 15), 2025.

doi DEA

Journal metrics:

Q1 Artificial Intelligence (2024)

D1 Engineering (miscellaneous) (2024)

8.

Huang, X., Li, Z., Wang, Q., Liu, J., Zhang, G., Chen, R., Bu, X., Wang, Y., Luo, P., Zhang, L., Hajdu, A.: Space Dentistry Combined With Remote and AI Technologies, a Necessity for Long-Term Stays: Thoughts of US Astronauts' Unexpected Stay.
Oral Dis. 31 (8), 1-2, 2025.

doi DEA WoS Scopus

9.

Balla, D. Z., Tari, L., Hajdu, A., Kiss, E., Bodroginé Zichar, M., Mester, T.: Talajvízkutak vízminőségének értékelése vízminőségi indexek, mesterséges intelligencia és adatvizualizáció segítségével egy alföldi település példáján.
Geodésia és Kartográfia. 77 (2), 10-21, 2025.

doi DEA

Journal metrics:

Q4 Computers in Earth Sciences (2024)

Q4 Earth-Surface Processes (2024)

Q4 Geography, Planning and Development (2024)

Q4 Geophysics (2024)

10.

Lin, A., Zheng, K., Jiang, A., Huang, X., Wang, Q., Hajdu, A., Li, Z., Zhang, J., Luo, P.: The Evolving Landscape of Immunotoxicity: Charting Mechanisms and Future Strategies for Immune Checkpoint Inhibitor Adverse Events.
Med Research. 1 (1), 1-37, 2025.

doi DEA

11.

Lin, A., Xiong, M., Jiang, A., Huang, L., Wong, H. Z., Feng, S., Zhang, C., Li, Y., Chen, L., Chi, H., Zhang, P., Ye, B., Zhang, H., Zhang, N., Zhu, L., Mou, W., Shen, J., Li, K., Xu, W., Ying, H., Zhang, C., Zeng, D., Xie, J., Deng, X., Wang, Q., Xu, J., Shi, W., Qi, C., Qu, C., Huang, X., Hajdu, A., Li, C., Peng, C., Cao, X., Pei, G., Zhang, L., Huo, Y., Xu, J., Glaviano, A., Szöllősi, A. G., Bian, S., Li, Z., Tang, H., Tang, B., Liu, Z., Zhang, J., Miao, K., Cheng, Q., Wei, T., Yuan, S., Luo, P.: The microbiome in cancer.
iMeta. e70070, 1-104, 2025.

doi DEA

Journal metrics:

D1 Biotechnology (2024)

D1 Microbiology (2024)

12.

Lakatos, R., Bogacsovics, G., Harangi, B., Lakatos, I., Tiba, A., Tóth, J., Szabó, M., Hajdu, A.: A Machine Learning-Based Pipeline for the Extraction of Insights from Customer Reviews.
Big Data Cogn. Comput. 8 (3), 1-24, 2024.

doi DEA WoS Scopus

Journal metrics:

Q2 Artificial Intelligence

Q1 Computer Science Applications

Q1 Information Systems

Q1 Management Information Systems

13.

Lakatos, R., Pollner, P., Hajdu, A., Joó, T.: A multimodal deep learning architecture for smoking detection with a small data approach.
Front. Artif. Intell. 7, 1-8, (article identifier: 1326050), 2024.

doi DEA WoS Scopus

Journal metrics:

Q2 Artificial Intelligence

14.

Kupás, D., Hajdu, A., Kovács, I., Hargitai, Z., Szombathy, Z., Harangi, B.: Annotated Pap cell images and smear slices for cell classification.
Sci Data. 11 (1), 1-8, (article identifier: 743), 2024.

doi DEA WoS Scopus

Journal metrics:

D1 Computer Science Applications

D1 Education

D1 Information Systems

D1 Library and Information Sciences

D1 Statistics and Probability

D1 Statistics, Probability and Uncertainty

15.

Sarkar, J. P., Hajdu, A.: Comparative Analysis of Deep Learning Methods for Schizophrenia Classification from fMRI Scans.
In: 2024 IEEE 37th International Symposium on Computer-Based Medical Systems (CBMS) ISBN: 9798350384727

doi DEA

16.

Lakatos, R., Urbán, E. K., Szabó, Z. J., Pozsga, J., Csernai, E., Hajdu, A.: Designing Prompts and Creating Cleaned Scientific Text for Retrieval Augmented Generation for More Precise Responses from Generative Large Language Models.
In: 2024 IEEE 3rd Conference on Information Technology and Data Science (CITDS) / Hajdu Andras, Institute of Electrical and Electronics Engineers, Piscataway (NJ), 1-6, 2024.

doi DEA

17.

Bogacsovics, G., Harangi, B., Hajdu, A.: Developing diverse ensemble architectures for automatic brain tumor classification.
Multimed Tools Appl. [Epub ahead of print], 2024.

doi DEA Scopus

Journal metrics:

Q2 Computer Networks and Communications

Q2 Hardware and Architecture

Q1 Media Technology

Q2 Software

18.

Serban, N., Kupás, D., Hajdu, A., Török, P., Harangi, B.: Distinguishing the Uterine Artery, the Ureter, and Nerves in Laparoscopic Surgical Images Using Ensembles of Binary Semantic Segmentation Networks.
Sensors. 24 (9), 1-12, (article identifier: 2926), 2024.

doi DEA WoS Scopus

Journal metrics:

Q1 Analytical Chemistry

Q2 Atomic and Molecular Physics, and Optics

Q2 Biochemistry

Q2 Electrical and Electronic Engineering

Q2 Information Systems

Q1 Instrumentation

Q2 Medicine (miscellaneous)

19.

Tiba, A., Hajdu, A., Girászi, T.: Finding Efficient Graph Embeddings and Processing them by a CNN-based Tool.
Neural Process Lett. 56 (5), 1-25, (article identifier: 226), 2024.

doi DEA WoS Scopus

Journal metrics:

Q2 Artificial Intelligence

Q2 Computer Networks and Communications

Q3 Neuroscience (miscellaneous)

Q2 Software

20.

Erdei, T. I., Kapusi, T. P., Hajdu, A., Husi, G.: Image-to-Image translation-based deep learning application to object identification in industrial robot systems.
Robotics. 13 (6), 1-21, (article identifier: 88), 2024.

doi DEA WoS Scopus

Journal metrics:

Q2 Artificial Intelligence

Q1 Control and Optimization

Q1 Mechanical Engineering

21.

Pándy, Á., Lakatos, R., Pollner, P., Csernai, E., Hajdu, A.: Investigating the Influence of Hyperparameters on the Optimal Time-Series Prediction Ability of Generative Large Language Models.
In: 2024 IEEE 3rd Conference on Information Technology and Data Science (CITDS), Institute of Electrical and Electronics Engineers (IEEE), Piscataway, 158-163, 2024. ISBN: 9798350387889

doi DEA WoS Scopus

22.

Harangi, B., Bogacsovics, G., Tóth, J., Kovács, I., Bujdosóné Dani, E., Hajdu, A.: Pixel-wise segmentation of cells in digitized Pap smear images.
Sci Data. 11 (1), 1-8, (article identifier: 733), 2024.

doi DEA WoS Scopus

Journal metrics:

D1 Computer Science Applications

D1 Education

D1 Information Systems

D1 Library and Information Sciences

D1 Statistics and Probability

D1 Statistics, Probability and Uncertainty

23.

Nagy, J., Hajdu, A., Bogacsovics, G., Bojtor, C., Illés, Á., Lakatos, R., Mészáros, L.: Precíziós gazdálkodásban használható adatelemzés alapú növénytermesztési döntéstámogató rendszer fejlesztés.
In: LXV. Georgikon Napok Tudományos Konferencia = 65th Georgikon Days Scientific Conference /szerk. Pőr Csilla, Szabó-Soós Adrienn, Szabó Péter, Magyar Agrár- és Élettudományi Egyetem Georgikon Campus, Keszthely, 133-134, 2024. ISBN: 9786156338105

DEA

24.

Gombos, B., Nagy, Z., Hajdu, A., Nagy, J.: Climate change in the Debrecen area in the last 50 years and its impact on maize production.
Idojaras. 127 (4), 485-504, 2023.

doi DEA Scopus

Journal metrics:

Q4 Atmospheric Science

25.

Harangi, B., Baran, Á., Beregi-Kovács, M., Hajdu, A.: Composing Diverse Ensembles of Convolutional Neural Networks by Penalization.
Mathematics. 11 (23), 1-19, (article identifier: 4730), 2023.

doi DEA Scopus

Journal metrics:

Q2 Computer Science (miscellaneous)

Q2 Engineering (miscellaneous)

Q2 Mathematics (miscellaneous)

Hajdu András

Publication list