You are here

Hajdu András

Hajdu András

Hajdu András
DE > IK
Department of Computer Graphics and Image Processing
egyetemi tanár, tanszékvezető 2008-
Name: Hajdu András
Other profiles: Google Scholar, MTMT
Degree
  • PhD, Debreceni Egyetem (2003)
  • Habilitáció, Debreceni Egyetem (2008)
  • MTA doktora, MTA (2017)
Profession: mathematician, information scientist
Recommended links:

Publication list

Uploaded publications:
211
Publications in DEA:
202
OA:
31
Date range:
1997-2024
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.
    Journal metrics:
    Q2 Artificial Intelligence (2022)
    Q2 Computer Science Applications (2022)
    Q2 Information Systems (2022)
    Q2 Management Information Systems (2022)
  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, 2024.
    Journal metrics:
    Q2 Artificial Intelligence (2022)
2023
  1. 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.
    Journal metrics:
    Q4 Atmospheric Science (2022)
  2. Harangi, B., Baran, Á., Beregi-Kovács, M., Hajdu, A.: Composing Diverse Ensembles of Convolutional Neural Networks by Penalization.
    Mathematics. 11 (23), 1-19, 2023.
    Journal metrics:
    Q2 Computer Science (miscellaneous) (2022)
    Q2 Engineering (miscellaneous) (2022)
    Q2 Mathematics (miscellaneous) (2022)
  3. 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
  4. 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
  5. 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, 2023.
    Journal metrics:
    Q1 Microbiology (2022)
    Q1 Microbiology (medical) (2022)
  6. 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.
    Journal metrics:
    Q2 Electrical and Electronic Engineering (2022)
    Q2 Instrumentation (2022)
  7. 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, 2023.
    Journal metrics:
    Q2 Computer Science (miscellaneous) (2022)
    Q2 Engineering (miscellaneous) (2022)
    Q2 Mathematics (miscellaneous) (2022)
2022
  1. Kapusi, T., Erdei, T., 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.
    Journal metrics:
    Q2 Artificial Intelligence
    Q1 Control and Optimization
    Q1 Mechanical Engineering
  2. 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.
    Journal metrics:
    Q1 Artificial Intelligence
    Q1 Software
  3. 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.
    Journal metrics:
    Q1 Immunology
    Q1 Immunology and Allergy
  4. Kapusi, T., 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
  5. 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.
    Journal metrics:
    Q1 Biomedical Engineering
    Q1 Health Informatics
    Q1 Signal Processing
  6. Pándy, Á., Kun, D., 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
  7. 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.
2021
  1. Bogacsovics, G., Hajdu, A., Harangi, B.: Cell Segmentation in Digitized Pap Smear Images Using an Ensemble of Fully Convolutional Networks.
    In: 2021 IEEE Signal Processing in Medicine and Biology Symposium : Proceedings, IEEE, Philadelphia, 1-6, 2021. ISBN: 9781665428972
  2. Lantang, O., Terdik, G., Hajdu, A., Tiba, A.: Comparison of single and ensemble-based convolutional neural networks for cancerous image classification.
    Ann. Math. Inform. 54 45-56, 2021.
    Journal metrics:
    Q3 Computer Science (miscellaneous)
    Q4 Mathematics (miscellaneous)
  3. Ahammed, A., Harangi, B., Hajdu, A.: Hybrid AdaBoost and Naïve Bayes classifier for supervised learning.
    In: Proceedings of the 1st Conference on Information Technology and Data Science. Ed.: István Fazekas, András Hajdu, Tibor Tómács, CEUR Workshop Proceedings, Debrecen, 1-18, 2021, (CEUR Workshop Proceedings, ISSN 1613-0073 ; 2874.)
  4. Lantang, O., Terdik, G., Hajdu, A., Tiba, A.: Investigation of the efficiency of an interconnected convolutional neural network by classifying medical images.
    Ann. Math. Inform. 53 219-234, 2021.
    Journal metrics:
    Q3 Computer Science (miscellaneous)
    Q4 Mathematics (miscellaneous)
  5. Lakatos, I., Hajdu, A., Harangi, B.: Molecule Classification Using Visualization and Convolutional Neural Network.
    In: IEEE 18th International Symposium on Biomedical Imaging (ISBI), IEEE, Piscataway, 1695-1698, 2021.
Show all
updated: 2024-04-21, 01:14

SCImago quartiles of
scientific journal articles

Number of scientific articles: 74
Q1/D1 10 (13.5%)
Q1 23 (31.1%)
Q2 22 (29.7%)
Q3 9 (12.2%)
Q4 2 (2.7%)
N/A 18 (24.3%)
-
OK

SCImago subject areas and categories

Computer Science (39)
Software (16)
Computer Science (miscellaneous) (13)
Computer Vision and Pattern Recognition (12)
Artificial Intelligence (11)
Signal Processing (8)
Computer Science Applications (7)
Computer Graphics and Computer-Aided Design (6)
Computational Theory and Mathematics (3)
Computer Networks and Communications (1)
Information Systems (1)
Mathematics (18)
Mathematics (miscellaneous) (8)
Theoretical Computer Science (7)
Applied Mathematics (2)
Discrete Mathematics and Combinatorics (2)
Algebra and Number Theory (1)
Computational Mathematics (1)
Control and Optimization (1)
Modeling and Simulation (1)
Medicine (15)
Health Informatics (9)
Radiology, Nuclear Medicine and Imaging (3)
Oncology (2)
Endocrinology, Diabetes and Metabolism (1)
Immunology and Allergy (1)
Medicine (miscellaneous) (1)
Microbiology (medical) (1)
Ophthalmology (1)
Engineering (12)
Electrical and Electronic Engineering (5)
Engineering (miscellaneous) (4)
Biomedical Engineering (2)
Mechanical Engineering (1)
Biochemistry, Genetics and Molecular Biology (5)
Cancer Research (2)
Genetics (2)
Biochemistry (1)
Biophysics (1)
Biotechnology (1)
Endocrinology (1)
Structural Biology (1)
Decision Sciences (4)
Information Systems and Management (4)
Management Science and Operations Research (3)
Health Professions (4)
Radiological and Ultrasound Technology (4)
Business, Management and Accounting (2)
Management Information Systems (2)
Immunology and Microbiology (2)
Immunology (1)
Microbiology (1)
Multidisciplinary (2)
Multidisciplinary (2)
Agricultural and Biological Sciences (1)
Ecology, Evolution, Behavior and Systematics (1)
Earth and Planetary Sciences (1)
Atmospheric Science (1)
Neuroscience (1)
Neuroscience (miscellaneous) (1)
Physics and Astronomy (1)
Instrumentation (1)
Social Sciences (1)
Education (1)

Genre chart

Year chart

Language chart

Journals

Show more

iDEa co-authors

Show more

Other co-authors

Show more
Qureshi, Rashid Jalal
Maros-Szabó Zsuzsanna
Hajduné Pocsai Enikő
Hodnics Márton István
Mohácsi András István
Nikolaidis, Nikolaos
Tavares, Mayo Kayann Guerra Silva
Chennamsetty, Sai Saketh
Felipe-Riverón, Edgardo Manuel
Mendonça, Ana Maria
Mériaudeau, Fabrice