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Hajdu András

Hajdu András

Teljes publikációs lista

2025
1.
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 (2024)
D1 Engineering (miscellaneous) (2024)
2024
2.
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
3.
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
4.
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
5.
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
6.
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.
7.
Bogacsovics, G., Harangi, B., Hajdu, A.: Developing diverse ensemble architectures for automatic brain tumor classification.
Multimed Tools Appl. [Epub ahead of print], 2024.
Folyóirat-mutatók:
Q2 Computer Networks and Communications
Q2 Hardware and Architecture
Q1 Media Technology
Q2 Software
8.
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)
9.
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
10.
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, (cikkazonosító: 88), 2024.
Folyóirat-mutatók:
Q2 Artificial Intelligence
Q1 Control and Optimization
Q1 Mechanical Engineering
11.
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
12.
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, (cikkazonosító: 733), 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
13.
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
2023
14.
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.
Folyóirat-mutatók:
Q4 Atmospheric Science
15.
Harangi, B., Baran, Á., Beregi-Kovács, M., Hajdu, A.: Composing Diverse Ensembles of Convolutional Neural Networks by Penalization.
Mathematics. 11 (23), 1-19, (cikkazonosító: 4730), 2023.
Folyóirat-mutatók:
Q2 Computer Science (miscellaneous)
Q2 Engineering (miscellaneous)
Q2 Mathematics (miscellaneous)
16.
Pándy, Á., Harangi, B., Hajdu, A.: Extracting Drug Names from Medical Reports.
In: IEEE 18th International Conference on Computer Science and Information Technologies (CSIT), IEEE, Piscataway, 1-4, 2023. ISBN: 9798350360462
17.
Bogacsovics, G., Harangi, B., Hajdu, A.: Increasing the diversity of ensemble members for accurate brain tumor classification.
In: 36th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2023, Institute of Electrical and Electronics Engineers Inc., [s.l.], 529-534, 2023. ISBN: 9798350312249
18.
Liu, Y., Zhou, S., Wang, L., Xu, M., Huang, X., Li, Z., Hajdu, A., Zhang, L.: Machine learning approach combined with causal relationship inferring unlocks the shared pathomechanism between COVID-19 and acute myocardial infarction.
Front. Microbiol. 14, 1-10, (cikkazonosító: 1153106), 2023.
Folyóirat-mutatók:
Q1 Microbiology
Q1 Microbiology (medical)
19.
Bouali, K. A., Hajdu, A.: Real-Time Birds Shadow Detection for Autonomous UAVs.
In: Artificial Intelligence: Towards Sustainable Intelligence / Sanju Tiwari; Fernando Ortiz-Rodríguez; Sashikala Mishra; Edlira Vakaj; Ketan Kotecha, Springer Cham, Pune, 169-177, 2023, (Communications in Computer and Information Science ((CCIS,volume 1907) ISBN: 9783031479960
20.
Pándy, Á., Kovács, L., Kovács, Á., Hajdu, A.: Steering Angle Prediction From a Camera Image as a Backup Service.
IEEE Sens. Lett. 7 (11), 1-4, (cikkazonosító: 6008304), 2023.
Folyóirat-mutatók:
Q2 Electrical and Electronic Engineering
Q2 Instrumentation
21.
Tóth, J., Tomán, H., Hajdu, G., Hajdu, A.: Using Noisy Evaluation to Accelerate Parameter Optimization of Medical Image Segmentation Ensembles.
Mathematics. 11 (18), 1-17, (cikkazonosító: 3992), 2023.
Folyóirat-mutatók:
Q2 Computer Science (miscellaneous)
Q2 Engineering (miscellaneous)
Q2 Mathematics (miscellaneous)
2022
22.
Zhou, S., Szöllősi, A. G., Huang, X., Chang Chien, Y. C., Hajdu, A.: A Novel Immune-Related Gene Prognostic Index (IRGPI) in Pancreatic Adenocarcinoma (PAAD) and Its Implications in the Tumor Microenvironment.
Cancers (Basel). 14 (22), 1-25, (cikkazonosító: 5652), 2022.
Folyóirat-mutatók:
Q2 Cancer Research
Q1 Oncology
23.
Kapusi, T. P., Erdei, T. I., Husi, G., Hajdu, A.: Application of Deep Learning in the Deployment of an Industrial SCARA Machine for Real-Time Object Detection.
Robotics. 11 (4), 1-20, (cikkazonosító: 69), 2022.
Folyóirat-mutatók:
Q2 Artificial Intelligence
Q1 Control and Optimization
Q1 Mechanical Engineering
24.
Hajdu, A., Terdik, G., Tiba, A., Tomán, H.: A stochastic approach to handle resource constraints as knapsack problems in ensemble pruning.
Mach. Learn. 111, 1551-1595, 2022.
Folyóirat-mutatók:
Q1 Artificial Intelligence
Q1 Software
25.
Huang, X., Zhou, S., Tóth, J., Hajdu, A.: Cuproptosis-related gene index: a predictor for pancreatic cancer prognosis, immunotherapy efficacy, and chemosensitivity.
Front. Immunol. 13, 1-31, (cikkazonosító: 978865), 2022.
Folyóirat-mutatók:
Q1 Immunology
Q1 Immunology and Allergy
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