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Hajdu András

Teljes publikációs lista

2024
1.
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 (2023)
Q2 Computer Science Applications (2023)
Q2 Information Systems (2023)
Q2 Management Information Systems (2023)
2.
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 (2023)
3.
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 (2023)
D1 Education (2023)
D1 Information Systems (2023)
D1 Library and Information Sciences (2023)
D1 Statistics, Probability and Uncertainty (2023)
D1 Statistics and Probability (2023)
4.
Bogacsovics, G., Harangi, B., Hajdu, A.: Developing diverse ensemble architectures for automatic brain tumor classification.
Multimed Tools Appl. 1-44, 2024.
Folyóirat-mutatók:
Q2 Computer Networks and Communications (2023)
Q2 Hardware and Architecture (2023)
Q1 Media Technology (2023)
Q2 Software (2023)
5.
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 (2023)
Q1 Atomic and Molecular Physics, and Optics (2023)
Q2 Biochemistry (2023)
Q2 Electrical and Electronic Engineering (2023)
Q2 Information Systems (2023)
Q1 Instrumentation (2023)
Q2 Medicine (miscellaneous) (2023)
6.
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 (2023)
Q2 Computer Networks and Communications (2023)
Q3 Neuroscience (miscellaneous) (2023)
Q2 Software (2023)
7.
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 (2023)
Q2 Control and Optimization (2023)
Q1 Mechanical Engineering (2023)
8.
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 (2023)
D1 Education (2023)
D1 Information Systems (2023)
D1 Library and Information Sciences (2023)
D1 Statistics, Probability and Uncertainty (2023)
D1 Statistics and Probability (2023)
9.
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
10.
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
11.
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)
12.
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
13.
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
14.
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)
15.
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
16.
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, 2023.
Folyóirat-mutatók:
Q2 Instrumentation
Q2 Electrical and Electronic Engineering
17.
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
18.
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, 2022.
Folyóirat-mutatók:
Q2 Cancer Research
Q1 Oncology
19.
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, 2022.
Folyóirat-mutatók:
Q1 Control and Optimization
Q2 Artificial Intelligence
Q1 Mechanical Engineering
20.
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
21.
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, 2022.
Folyóirat-mutatók:
Q1 Immunology
Q1 Immunology and Allergy
22.
Kapusi, T. P., Kovács, L., Hajdu, A.: Deep learning-based anomaly detection for imaging in autonomous vehicles.
In: 2022 IEEE 2nd Conference on Information Technology and Data Science (CITDS): Proceedings (2022.05.16-18.)(Debrecen). Szerk.: Fazekas István, IEEE, Piscataway (NJ), 142-147, 2022. ISBN: 9781665496520
23.
Bogacsovics, G., Tóth, J., Hajdu, A., Harangi, B.: Enhancing CNNs through the use of hand-crafted features in automated fundus image classification.
Biomed. Signal Process. Control. 76, 1-10, 2022.
Folyóirat-mutatók:
Q1 Biomedical Engineering
Q1 Health Informatics
Q1 Signal Processing
24.
Pándy, Á., Kun, D. G., Kovács, L., Vasváry, G., Pánti, Z., Hajdu, A.: Image sensor based steering signal for a digital actuator system.
In: 2022 IEEE 2nd Conference on Information Technology and Data Science (CITDS) / Fazekas István, IEEE, Piscataway, 229-234, 2022. ISBN: 9781665496537
25.
Lakatos, R., Bogacsovics, G., Hajdu, A.: Predicting the direction of the oil price trend using sentiment analysis.
In: IEEE 2nd Conference on Information Technology and Data Science (CITDS) : Proceedings. Ed.: Fazekas István, Institute of Electrical and Electronics Engineers (IEEE), Piscataway, 177-182, 2022.
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