Hajdu Andras

Hajdu Andras

Debreceni Egyetem

H-index: 29

Europe-Hungary

About Hajdu Andras

Hajdu Andras, With an exceptional h-index of 29 and a recent h-index of 20 (since 2020), a distinguished researcher at Debreceni Egyetem, specializes in the field of Artificial Intelligence, Digital Image Processing, Bioinformatics, Industrial Mathematics, Big Data.

His recent articles reflect a diverse array of research interests and contributions to the field:

Investigating the performance of Retrieval-Augmented Generation and fine-tuning for the development of AI-driven knowledge-based systems

A multimodal deep learning architecture for smoking detection with a small data approach

A Machine Learning-Based Pipeline for the Extraction of Insights from Customer Reviews

Increasing the diversity of ensemble members for accurate brain tumor classification

Composing Diverse Ensembles of Convolutional Neural Networks by Penalization

A Cloud-based Machine Learning Pipeline for the Efficient Extraction of Insights from Customer Reviews

Extracting Drug Names from Medical Reports

Steering Angle Prediction from a Camera Image as a Backup Service

Hajdu Andras Information

University

Position

Faculty of Informatics

Citations(all)

3571

Citations(since 2020)

1829

Cited By

2475

hIndex(all)

29

hIndex(since 2020)

20

i10Index(all)

66

i10Index(since 2020)

33

Email

University Profile Page

Debreceni Egyetem

Google Scholar

View Google Scholar Profile

Hajdu Andras Skills & Research Interests

Artificial Intelligence

Digital Image Processing

Bioinformatics

Industrial Mathematics

Big Data

Top articles of Hajdu Andras

Title

Journal

Author(s)

Publication Date

Investigating the performance of Retrieval-Augmented Generation and fine-tuning for the development of AI-driven knowledge-based systems

arXiv preprint arXiv:2403.09727

Robert Lakatos

Peter Pollner

Andras Hajdu

Tamas Joo

2024/3/12

A multimodal deep learning architecture for smoking detection with a small data approach

Frontiers in Artificial Intelligence

Róbert Lakatos

Péter Pollner

András Hajdu

Tamás Joó

2024/2/28

A Machine Learning-Based Pipeline for the Extraction of Insights from Customer Reviews

Big Data and Cognitive Computing

Róbert Lakatos

Gergő Bogacsovics

Balázs Harangi

István Lakatos

Attila Tiba

...

2024/2/22

Increasing the diversity of ensemble members for accurate brain tumor classification

Gergo Bogacsovics

Balazs Harangi

Andras Hajdu

2023/6/22

Composing Diverse Ensembles of Convolutional Neural Networks by Penalization

Mathematics

Balazs Harangi

Agnes Baran

Marcell Beregi-Kovacs

Andras Hajdu

2023/11/22

A Cloud-based Machine Learning Pipeline for the Efficient Extraction of Insights from Customer Reviews

arXiv preprint arXiv:2306.07786

Robert Lakatos

Gergo Bogacsovics

Balazs Harangi

Istvan Lakatos

Attila Tiba

...

2023/6/13

Extracting Drug Names from Medical Reports

Arpad Pandy

Balazs Harangi

Andras Hajdu

2023/10/19

Steering Angle Prediction from a Camera Image as a Backup Service

IEEE Sensors Letters

Arpad Pandy

Laszlo Kovacs

Adam Kovacs

Andras Hajdu

2023/10/19

Machine learning approach combined with causal relationship inferring unlocks the shared pathomechanism between COVID-19 and acute myocardial infarction

Frontiers in microbiology

Ying Liu

Shujing Zhou

Longbin Wang

Ming Xu

Xufeng Huang

...

2023/3/29

Using Noisy Evaluation to Accelerate Parameter Optimization of Medical Image Segmentation Ensembles

Mathematics

János Tóth

Henrietta Tomán

Gabriella Hajdu

András Hajdu

2023/9/20

Climate change in the Debrecen area in the last 50 years and its impact on maize production

IDŐJÁRÁS/QUARTERLY JOURNAL OF THE HUNGARIAN METEOROLOGICAL SERVICE

Béla Gombos

Zoltán Nagy

András Hajdu

János Nagy

2023

Real-Time Birds Shadow Detection for Autonomous UAVs

Kassem Anis Bouali

András Hajdu

2023/9/4

Image sensor based steering signal for a digital actuator system

Árpád Pándy

Dávid-Gyula Kun

László Kovács

Gábor Vasváry

Zoltán Pánti

...

2022/5/16

Speeding up Policy Optimization with Vanishing Hypothesis and Variable Mini-Batch Size

Tamás Tardi

Gergo Bogacsovics

Andras Hajdu

2022/9/29

Deep learning-based anomaly detection for imaging in autonomous vehicles

Tibor Péter Kapusi

László Kovács

András Hajdu

2022/5/16

Cuproptosis-related gene index: A predictor for pancreatic cancer prognosis, immunotherapy efficacy, and chemosensitivity

Frontiers in Immunology

Xufeng Huang

Shujing Zhou

János Tóth

András Hajdu

2022/8/25

Enhancing CNNs through the use of hand-crafted features in automated fundus image classification

Biomedical Signal Processing and Control

Gergo Bogacsovics

Janos Toth

Andras Hajdu

Balazs Harangi

2022/7/1

A stochastic approach to handle resource constraints as knapsack problems in ensemble pruning

Machine Learning

András Hajdu

György Terdik

Attila Tiba

Henrietta Tomán

2022/4/1

Application of Deep Learning in the Deployment of an Industrial SCARA Machine for Real-Time Object Detection

Robotics

Tibor Péter Kapusi

Timotei István Erdei

Géza Husi

András Hajdu

2022/6/30

A Novel immune-related gene prognostic index (IRGPI) in pancreatic adenocarcinoma (PAAD) and its implications in the tumor microenvironment

Cancers

Shujing Zhou

Attila Gábor Szöllősi

Xufeng Huang

Yi-Che Chang-Chien

András Hajdu

2022/11/17

See List of Professors in Hajdu Andras University(Debreceni Egyetem)

Co-Authors

H-index: 91
I. Pitas

I. Pitas

Aristotle University of Thessaloniki

H-index: 68
Peto Tunde

Peto Tunde

Queen's University Belfast

H-index: 46
József Tőzsér

József Tőzsér

Debreceni Egyetem

H-index: 44
András Berta

András Berta

Debreceni Egyetem

H-index: 38
Nikos Nikolaidis

Nikos Nikolaidis

Aristotle University of Thessaloniki

H-index: 24
Stylianos (Stelios) Asteriadis

Stylianos (Stelios) Asteriadis

Universiteit Maastricht

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