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Hajdu András

Hajdu András

Teljes publikációs lista

2026
1.
Pándy, Á., Lakatos, R., Hajdu, A.: Error-Driven Prompt Optimization for Arithmetic Reasoning: A Code Generation Approach Using On-Premises Small Language Models on Tabular Data.
IEEE Access. [Epub ahead of print], 1- 16, 2026.
Folyóirat-mutatók:
Q1 Computer Science (miscellaneous) (2025)
Q1 Engineering (miscellaneous) (2025)
Q1 Materials Science (miscellaneous) (2025)
2.
Tardi, T., Bogacsovics, G., Szabó, R., Sarneczky, K., Hajdu, A.: Reinforcement Learning for Optimal Astronomical Observatory Placement: Geometrical Constraints and Temporal Variations.
Publ. Astron. Soc. Pac. 138 (4), 1-15, (cikkazonosító: 044506), 2026.
Folyóirat-mutatók:
Q1 Astronomy and Astrophysics (2025)
D1 Space and Planetary Science (2025)
3.
Gao, S., Do, T. V., Hajdu, A., Bérczes, T., Wang, J.: Reliability evaluation and optimization for a redundant repairable cluster computing system.
Reliab. Eng. Syst. Saf. 272 (3), (cikkazonosító: 112628), 2026.
Folyóirat-mutatók:
D1 Applied Mathematics (2025)
D1 Industrial and Manufacturing Engineering (2025)
D1 Safety, Risk, Reliability and Quality (2025)
2025
4.
Abuhayi, B. M., Hajdu, A.: A Hybrid Compact Convolutional Transformer with Bilateral Filtering for Coffee Berry Disease Classification.
Sensors. 25 (13), 1-23, (cikkazonosító: 3926), 2025.
Folyóirat-mutatók:
Q1 Analytical Chemistry
Q2 Atomic and Molecular Physics, and Optics
Q2 Biochemistry
Q1 Electrical and Electronic Engineering
Q2 Information Systems
Q1 Instrumentation
Q2 Medicine (miscellaneous)
5.
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. 17 (1), 13-23, 2025.
Folyóirat-mutatók:
Q1 Architecture
Q2 Engineering (miscellaneous)
Q3 Environmental Engineering
Q3 Information Systems
Q3 Management Science and Operations Research
Q3 Materials Science (miscellaneous)
6.
Su, Y., Liu, J., Li, J., Huang, X., Hajdu, A., Fu, R., Xu, B., Wang, Y., Liu, X., Li, Z., Wang, Q.: Applications of artificial intelligence and large language models in cancer immunotherapy.
Current Proteomics. 22 (5), 1-5, (cikkazonosító: 100057), 2025.
7.
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, (cikkazonosító: 196), 2025.
Folyóirat-mutatók:
Q2 Computer Graphics and Computer-Aided Design
Q2 Computer Vision and Pattern Recognition
Q2 Electrical and Electronic Engineering
Q2 Radiology, Nuclear Medicine and Imaging
8.
Yan, X., Li, Z., Jiang, A., Chen, J., Huang, X., Hajdu, A., Wong, H. Z. H., 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.
9.
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 (14), 1-15, (cikkazonosító: 4361), 2025.
Folyóirat-mutatók:
Q1 Analytical Chemistry
Q2 Atomic and Molecular Physics, and Optics
Q2 Biochemistry
Q1 Electrical and Electronic Engineering
Q2 Information Systems
Q1 Instrumentation
Q2 Medicine (miscellaneous)
10.
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.
Folyóirat-mutatók:
Q1 Aquatic Science
Q2 Biochemistry
Q1 Geography, Planning and Development
Q1 Water Science and Technology
11.
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, (cikkazonosító: 15), 2025.
Folyóirat-mutatók:
Q1 Artificial Intelligence
D1 Engineering (miscellaneous)
12.
Miao, P., Zhou, Z., Zhang, L., Huang, X., Li, Z., Wei, S., Hajdu, A.: Novel common target genes for breast cancer and colorectal cancer: a Mendelian randomization and spatial transcriptomics study.
Discov Onc. 12, 1-23, 2025.
13.
Kapusi, T. P., Erdei, T. I., Abdullah, M., Husi, G., Hajdu, A.: SCARA Assembly AI: The Synthetic Learning-Based Method of Component-to-Slot Assignment with Permutation-Invariant Transformers for SCARA Robot Assembly.
Robotics. 14 (12), 1-36, (cikkazonosító: 175), 2025.
Folyóirat-mutatók:
Q2 Artificial Intelligence
Q1 Control and Optimization
Q1 Mechanical Engineering
14.
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.
15.
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.
Folyóirat-mutatók:
Q4 Computers in Earth Sciences
Q4 Earth-Surface Processes
Q4 Geography, Planning and Development
Q4 Geophysics
16.
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.
17.
Lin, A., Xiong, M., Jiang, A., Huang, L., Wong, H. Z. H., 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.
Folyóirat-mutatók:
D1 Biotechnology
D1 Microbiology
2024
18.
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.
Folyóirat-mutatók:
Q2 Artificial Intelligence
Q1 Computer Science Applications
Q1 Information Systems
Q1 Management Information Systems
19.
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, (cikkazonosító: 1326050), 2024.
Folyóirat-mutatók:
Q2 Artificial Intelligence
20.
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, (cikkazonosító: 743), 2024.
Folyóirat-mutatók:
D1 Computer Science Applications
D1 Education
D1 Information Systems
D1 Library and Information Sciences
D1 Statistics and Probability
D1 Statistics, Probability and Uncertainty
21.
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
22.
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.
23.
Bogacsovics, G., Harangi, B., Hajdu, A.: Developing diverse ensemble architectures for automatic brain tumor classification.
Multimed Tools Appl. 84 (30), 36453-36496, 2024.
Folyóirat-mutatók:
Q2 Computer Networks and Communications
Q2 Hardware and Architecture
Q1 Media Technology
Q2 Software
24.
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, (cikkazonosító: 2926), 2024.
Folyóirat-mutatók:
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)
25.
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, (cikkazonosító: 226), 2024.
Folyóirat-mutatók:
Q2 Artificial Intelligence
Q2 Computer Networks and Communications
Q3 Neuroscience (miscellaneous)
Q2 Software
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