András Hajdu - RankMe

119 papers A 1B 11C 12Misc 3Journal 52Unranked 40

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Developing diverse ensemble architectures for automatic brain tumor classification. Multim. Tools Appl. Gergo Bogacsovics, Balázs Harangi, András Hajdu
2025	J	`jnl`	Error-Driven Prompt Optimization for Arithmetic Reasoning. CoRR Arpad Pandy, Robert Lakatos, András Hajdu
2025	J	`jnl`	Generation of Synthetic Non-Homogeneous Fog by Discretized Radiative Transfer Equation. J. Imaging Marcell Beregi-Kovács, Balázs Harangi, András Hajdu, György Gát
2025	J	`jnl`	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. Robert Lakatos, Péter Pollner, András Hajdu, Tamas Joo
2025	J	`jnl`	SCARA Assembly AI: The Synthetic Learning-Based Method of Component-to-Slot Assignment with Permutation-Invariant Transformers for SCARA Robot Assembly. Robotics Tibor Péter Kapusi, Timotei István Erdei, Masuk Abdullah, Géza Husi, András Hajdu
2024	J	`jnl`	A Machine Learning-Based Pipeline for the Extraction of Insights from Customer Reviews. Big Data Cogn. Comput. Robert Lakatos, Gergo Bogacsovics, Balázs Harangi, István Lakatos, Attila Tiba, János Tóth, Marianna Szabo, András Hajdu
2024	J	`jnl`	A multimodal deep learning architecture for smoking detection with a small data approach. Frontiers Artif. Intell. Robert Lakatos, Péter Pollner, András Hajdu, Tamas Joo
2024	B	`conf`	Comparative Analysis of Deep Learning Methods for Schizophrenia Classification from fMRI Scans. CBMS Juliet Polok Sarkar, András Hajdu
2024	J	`jnl`	Distinguishing the Uterine Artery, the Ureter, and Nerves in Laparoscopic Surgical Images Using Ensembles of Binary Semantic Segmentation Networks. Sensors Norbert Serban, David Kupas, András Hajdu, Peter Torok, Balázs Harangi
2024	J	`jnl`	Finding Efficient Graph Embeddings and Processing them by a CNN-based Tool. Neural Process. Lett. Attila Tiba, András Hajdu, Tamas Giraszi
2024	J	`jnl`	Image-to-Image Translation-Based Deep Learning Application for Object Identification in Industrial Robot Systems. Robotics Timotei István Erdei, Tibor Péter Kapusi, András Hajdu, Géza Husi
2024	J	`jnl`	Investigating the performance of Retrieval-Augmented Generation and fine-tuning for the development of AI-driven knowledge-based systems. CoRR Robert Lakatos, Péter Pollner, András Hajdu, Tamas Joo
2023	J	`jnl`	A Cloud-based Machine Learning Pipeline for the Efficient Extraction of Insights from Customer Reviews. CoRR Robert Lakatos, Gergo Bogacsovics, Balázs Harangi, István Lakatos, Attila Tiba, János Tóth, Marianna Szabo, András Hajdu
2023	J	`jnl`	A multimodal deep learning architecture for smoking detection with a small data approach. CoRR Robert Lakatos, Péter Pollner, András Hajdu, Tamas Joo
2023	Misc	`conf`	Extracting Drug Names From Medical Reports. CSIT Arpad Pandy, Balázs Harangi, András Hajdu
2023	Misc	`conf`	Extracting Drug Names from Medical Reports. CSIT Arpad Pandy, Balázs Harangi, András Hajdu
2023	B	`conf`	Increasing the diversity of ensemble members for accurate brain tumor classification. CBMS Gergo Bogacsovics, Balázs Harangi, András Hajdu
2022	J	`jnl`	A stochastic approach to handle resource constraints as knapsack problems in ensemble pruning. Mach. Learn. András Hajdu, György Terdik, Attila Tiba, Henrietta Tomán
2022	J	`jnl`	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	J	`jnl`	Enhancing CNNs through the use of hand-crafted features in automated fundus image classification. Biomed. Signal Process. Control. Gergo Bogacsovics, János Tóth, András Hajdu, Balázs Harangi
2021	—	`conf`	Molecule Classification Using Visualization and Convolutional Neural Network. ISBI István Lakatos, András Hajdu, Balázs Harangi
2020	J	`jnl`	A stochastic approach to handle knapsack problems in the creation of ensembles. CoRR András Hajdu, György Terdik, Attila Tiba, Henrietta Tomán
2020	J	`jnl`	Assisted deep learning framework for multi-class skin lesion classification considering a binary classification support. Biomed. Signal Process. Control. Balázs Harangi, Agnes Baran, András Hajdu
2020	J	`jnl`	Efficient Learning of Model Weights via Changing Features During Training. CoRR Marcell Beregi-Kovács, Ágnes Baran, András Hajdu
2020	J	`jnl`	Efficient sampling-based energy function evaluation for ensemble optimization using simulated annealing. Pattern Recognit. János Tóth, Henrietta Tomán, András Hajdu
2019	C	`conf`	Accelerating the Optimization of a Segmentation Ensemble using Image Pyramids. ISPA János Tóth, Tibor Péter Kapusi, Balázs Harangi, Henrietta Tomán, András Hajdu
2019	—	`conf`	Automatic screening of fundus images using a combination of convolutional neural network and hand-crafted features. EMBC Balázs Harangi, János Tóth, Agnes Baran, András Hajdu
2019	C	`conf`	Cell detection on digitized Pap smear images using ensemble of conventional image processing and deep learning techniques. ISPA Balázs Harangi, János Tóth, Gergo Bogacsovics, David Kupas, Laszlo Kovacs, András Hajdu
2019	—	`conf`	Convolutional Neural Network For Predicting The Spread of Cancer. CogInfoCom Oktavian Lantang, Attila Tiba, András Hajdu, György Terdik
2019	C	`conf`	Detecting outlier and poor quality medical images with an ensemble-based deep learning system. ISPA Attila Tiba, Zsombor Bartik, Henrietta Tomán, András Hajdu
2019	J	`jnl`	Finding well approximating lattices for a finite set of points. Math. Comput. András Hajdu, Lajos Hajdu, Robert Tijdeman
2019	J	`jnl`	Optimizing Majority Voting Based Systems Under a Resource Constraint for Multiclass Problems. CoRR Attila Tiba, András Hajdu, György Terdik, Henrietta Tomán
2019	C	`conf`	Visualization of Fibroid in Laparoscopy Videos using Ultrasound Image Segmentation and Augmented Reality. ISPA David Kupas, Peter Torok, András Hajdu, Balázs Harangi
2018	—	`conf`	Classification Of Skin Lesions Using An Ensemble Of Deep Neural Networks. EMBC Balázs Harangi, Agnes Baran, András Hajdu
2018	—	`conf`	Fusion of Deep Convolutional Neural Networks for Microaneurysm Detection in Color Fundus Images. EMBC Balázs Harangi, János Tóth, András Hajdu
2018	—	`conf`	Segmentation of the uterine wall by an ensemble of fully convolutional neural networks. EMBC Péter Burai, András Hajdu, Edgardo Manuel Felipe-Riverón, Balázs Harangi
2017	B	`conf`	Automatic Pigment Network Classification Using a Combination of Classical Texture Descriptors and CNN Features. CBMS Melinda Pap, Balázs Harangi, András Hajdu
2017	C	`conf`	Differentiating ureter and arteries in the pelvic via endoscope using deep neural network. ISPA Balázs Harangi, András Hajdu, Rudolf Lampe, Peter Torok
2017	C	`conf`	Efficient texture regularity estimation for second order statistical descriptors. ISPA Attila Tiba, Balázs Harangi, András Hajdu
2017	B	`conf`	Recognizing Ureter and Uterine Artery in Endoscopic Images Using a Convolutional Neural Network. CBMS Balázs Harangi, András Hajdu, Rudolf Lampe, Peter Torok
2016	J	`jnl`	A self-calibrating approach for the segmentation of retinal vessels by template matching and contour reconstruction. Medical Image Anal. György Kovács, András Hajdu
2016	B	`conf`	Composing ensembles by a stochastic approach under execution time constraint. ICPR András Hajdu, Henrietta Tomán, Laszlo Kovacs, Lajos Hajdu
2016	B	`conf`	Measuring regularity of network patterns by grid approximations using the LLL algorithm. ICPR András Hajdu, Balázs Harangi, Renátó Besenczi, István Lázár, G. Emri, Lajos Hajdu, Robert Tijdeman
2015	—	`conf`	An online application for storing, analyzing, and sharing dermatological data. CogInfoCom János Tóth, Lorant Bartha, Tamás Szabó, István Lázár, Balázs Harangi, András Hajdu
2015	C	`conf`	Automatic optic disc and optic cup detection in retinal images acquired by mobile phone. ISPA Renátó Besenczi, Kristóf Szitha, Balázs Harangi, Adrienne Csutak, András Hajdu
2015	J	`jnl`	Detection of the optic disc in fundus images by combining probability models. Comput. Biol. Medicine Balázs Harangi, András Hajdu
2015	—	`conf`	Improving the performance of an ensemble-based exudate detection system using stochastic parameter optimization. EMBC János Tóth, Henrietta Tomán, András Hajdu
2015	—	`conf`	SRIdent: A novel pipeline for real-time identification of species from high-throughput sequencing reads in Metagenomics and clinical diagnostic assays. EMBC Ramin Karimi, András Hajdu
2015	J	`jnl`	Segmentation of retinal vessels by means of directional response vector similarity and region growing. Comput. Biol. Medicine István Lázár, András Hajdu
2014	J	`jnl`	A Two-phase Decision Support Framework for the Automatic Screening of Digital Fundus Images. CoRR Bálint Antal, András Hajdu, Zsuzsanna Maros-Szabó, Zsolt Török, Adrienne Csutak, Tünde Petö
2014	—	`conf`	A framework for distributed processing on an offline cell phone network. CogInfoCom Renátó Besenczi, Kristóf Szitha, András Hajdu
2014	J	`jnl`	An Ensemble-based System for Microaneurysm Detection and Diabetic Retinopathy Grading. CoRR Bálint Antal, András Hajdu
2014	J	`jnl`	An Unsupervised Ensemble-based Markov Random Field Approach to Microscope Cell Image Segmentation. CoRR Bálint Antal, Bence Remenyik, András Hajdu
2014	J	`jnl`	An ensemble-based system for automatic screening of diabetic retinopathy. CoRR Bálint Antal, András Hajdu
2014	J	`jnl`	An ensemble-based system for automatic screening of diabetic retinopathy. Knowl. Based Syst. Bálint Antal, András Hajdu
2014	—	`conf`	An online benchmark system for image processing algorithms. CogInfoCom János Tóth, Laszlo Kovacs, Balázs Harangi, Csaba Kiss, Andras Mohacsi, Zoltan Orosz, András Hajdu
2014	—	`conf`	An online system for algorithm benchmarking. CogInfoCom János Tóth, Laszlo Kovacs, Balázs Harangi, Csaba Kiss, Andras Mohacsi, Zoltan Orosz, András Hajdu
2014	J	`jnl`	Automatic exudate detection by fusing multiple active contours and regionwise classification. Comput. Biol. Medicine Balázs Harangi, András Hajdu
2014	—	`conf`	BINOS4DNA: Bitmap Indexes and NoSQL for Identifying Species with DNA Signatures through Metagenomics Samples. ITBAM Ramin Karimi, Ladjel Bellatreche, Patrick Girard, Ahcène Boukorca, András Hajdu
2014	—	`conf`	Detection of exudates in fundus images using a Markovian segmentation model. EMBC Balázs Harangi, András Hajdu
2014	—	`conf`	Distributed eye lesion detection on an offline cell phone network. CogInfoCom Renátó Besenczi, Kristóf Szitha, András Hajdu
2014	B	`conf`	Finding the optimal parameter setting for an ensemble-based lesion detector. ICIP János Tóth, Laszlo Szakacs, András Hajdu
2013	—	`conf`	An Unsupervised Ensemble-based Markov Random Field Approach to Microscope Cell Image Segmentation. SIGMAP Bálint Antal, Bence Remenyik, András Hajdu
2013	—	`conf`	Cognitive visualization for the design of complex systems. CogInfoCom János Tóth, Ildikó Papp, Róbert Tornai, Imre Labancz, Eniko Hajdune Pocsai, András Hajdu
2013	Misc	`conf`	Diversity Measures for Majority Voting in the Spatial Domain. HAIS András Hajdu, Lajos Hajdu, Laszlo Kovacs, Henrietta Tomán
2013	C	`conf`	Evaluation of preprocessing methods for microaneurysm detection. ISPA Bálint Antal, András Hajdu
2013	—	`conf`	Extending the visualization capabilities of a genome browser. CogInfoCom Csaba Lamfalusi, David Girus, Kinga Kruppa, János Tóth, Eniko Hajdune Pocsai, Roland Kunkli, András Hajdu, Balint Laszlo Balint
2013	J	`jnl`	Generalizing the Majority Voting Scheme to Spatially Constrained Voting. IEEE Trans. Image Process. András Hajdu, Lajos Hajdu, Agnes Jonas, Laszlo Kovacs, Henrietta Tomán
2013	C	`conf`	Image database clustering to improve exudate detection in color fundus images. ISPA Brigitta Nagy, Bálint Antal, András Hajdu
2013	—	`conf`	Improving automatic exudate detection based on the fusion of the results of multiple active contours. ISBI Balázs Harangi, András Hajdu
2013	J	`jnl`	Improving microaneurysm detection in color fundus images by using context-aware approaches. Comput. Medical Imaging Graph. Bálint Antal, András Hajdu
2013	J	`jnl`	Retinal Microaneurysm Detection Through Local Rotating Cross-Section Profile Analysis. IEEE Trans. Medical Imaging István Lázár, András Hajdu
2013	J	`jnl`	Translation Invariance in the Polynomial Kernel Space and Its Applications in kNN Classification. Neural Process. Lett. György Kovács, András Hajdu
2012	J	`jnl`	A two-phase decision support framework for the automatic screening of digital fundus images. J. Comput. Sci. Bálint Antal, András Hajdu, Zsuzsanna Maros-Szabó, Zsolt Török, Adrienne Csutak, Tünde Petö
2012	J	`jnl`	An Ensemble-Based System for Microaneurysm Detection and Diabetic Retinopathy Grading. IEEE Trans. Biomed. Eng. Bálint Antal, András Hajdu
2012	—	`conf`	An adaptive weighting approach for ensemble-based detection of microaneurysms in color fundus images. EMBC Bálint Antal, István Lázár, András Hajdu
2012	—	`conf`	An ensemble-based collaborative framework to support customized user needs. CogInfoCom András Hajdu, János Tóth, Zoltan Pistar, Bálint Domokos, Zsolt Török
2012	J	`jnl`	Approximation of the Euclidean Distance by Chamfer Distances. Acta Cybern. András Hajdu, Lajos Hajdu, Robert Tijdeman
2012	J	`jnl`	Approximations of the Euclidean distance by chamfer distances CoRR András Hajdu, Lajos Hajdu, Robert Tijdeman
2012	—	`conf`	Automatic exudate detection using active contour model and regionwise classification. EMBC Balázs Harangi, István Lázár, András Hajdu
2012	B	`conf`	Automatic exudate detection with improved Naïve-Bayes classifier. CBMS Balázs Harangi, Bálint Antal, András Hajdu
2012	J	`jnl`	Combining algorithms for automatic detection of optic disc and macula in fundus images. Comput. Vis. Image Underst. Rashid Jalal Qureshi, Laszlo Kovacs, Balázs Harangi, Brigitta Nagy, Tünde Petö, András Hajdu
2012	—	`conf`	Generalized Weighted Majority Voting with an Application to Algorithms Having Spatial Output. HAIS (2) Henrietta Tomán, Laszlo Kovacs, Agnes Jonas, Lajos Hajdu, András Hajdu
2012	B	`conf`	Image database clustering to improve microaneurysm detection in color fundus images. CBMS Brigitta Nagy, Bálint Antal, András Hajdu
2012	J	`jnl`	Improving microaneurysm detection using an optimally selected subset of candidate extractors and preprocessing methods. Pattern Recognit. Bálint Antal, András Hajdu
2012	—	`conf`	Improving the accuracy of optic disc detection by finding maximal weighted clique of multiple candidates of individual detectors. ISBI Balázs Harangi, András Hajdu
2012	—	`conf`	Segmentation of vessels in retinal images based on directional height statistics. EMBC István Lázár, András Hajdu
2011	—	`conf`	A Generalization of Majority Voting Scheme for Medical Image Detectors. HAIS (2) Henrietta Tomán, Laszlo Kovacs, Agnes Jonas, Lajos Hajdu, András Hajdu
2011	J	`jnl`	A Stochastic Approach to Improve Macula Detection in Retinal Images. Acta Cybern. Bálint Antal, András Hajdu
2011	B	`conf`	An ensemble-based microaneurysm detector for retinal images. ICIP Bálint Antal, András Hajdu
2011	C	`conf`	Ensemble-based exudate detection in color fundus images. ISPA Brigitta Nagy, Balázs Harangi, Bálint Antal, András Hajdu
2011	—	`conf`	Evaluation of the grading performance of an ensemble-based microaneurysm detector. EMBC Bálint Antal, István Lázár, András Hajdu, Zsolt Török, Adrienne Csutak, Tünde Petö
2011	C	`conf`	Exponential contrast maximization of intensity images. ISPA György Kovács, Attila Fazekas, András Hajdu
2011	—	`conf`	Extraction of vascular system in retina images using Averaged One-Dependence Estimators and orientation estimation in Hidden Markov Random Fields. ISBI György Kovács, András Hajdu
2011	—	`conf`	Microaneurysm detection in retinal images using a rotating cross-section based model. ISBI István Lázár, András Hajdu
2010	—	`conf`	A Two-phase Pre-filtering Approach to the Automatic Screening of Digital Fundus Images. SIGMAP Bálint Antal, András Hajdu, Adrienne Csutak, Tünde Petö
2010	—	`conf`	An Ensemble Approach to Improve Microaneurysm Candidate Extraction. ICETE (Selected Papers) Bálint Antal, István Lázár, András Hajdu
2010	—	`conf`	An Optimal Voting Scheme for Microaneurysm Candidate Extractors using Simulated Annealing. SIGMAP Bálint Antal, István Lázár, András Hajdu
2010	—	`conf`	Automatic detection of the optic disc using majority voting in a collection of optic disc detectors. ISBI Balázs Harangi, Rashid Jalal Qureshi, Adrienne Csutak, Tünde Petö, András Hajdu
2010	—	`conf`	Improving microaneurysm detection in color fundus images by using an optimal combination of preprocessing methods and candidate extractors. EUSIPCO Bálint Antal, András Hajdu
2009	B	`conf`	Subsampling strategies to improve learning-based retina vessel segmentation. ICIP Roland Harangozo, Peter Veres, András Hajdu
2008	J	`jnl`	Approximating non-metrical Minkowski distances in 2D. Pattern Recognit. Lett. András Hajdu, Tamás Tóth
2008	J	`jnl`	Piecewise Linear Digital Curve Representation and Compression Using Graph Theory and a Line Segment Alphabet. IEEE Trans. Image Process. András Hajdu, Ioannis Pitas
2007	—	`conf`	Compression Optimized Tracing of Digital Curves using Graph Theory. ICIP (6) András Hajdu, Ioannis Pitas
2007	—	`conf`	Content Adaptive Heterogeneous Snakes. ICIP (1) András Hajdu, Ioannis Pitas
2007	J	`jnl`	General neighborhood sequences in Z Discret. Appl. Math. András Hajdu, Lajos Hajdu, Robert Tijdeman
2007	J	`jnl`	Optimal Approach for Fast Object-Template Matching. IEEE Trans. Image Process. András Hajdu, Ioannis Pitas
2007	—	`conf`	Tracing on heterogeneous grids to improve the concavity performance of snake algorithms. ISSPA András Hajdu, Ioannis Pitas
2006	—	`conf`	A novel eye detection algorithm utilizing edge-related geometrical information. EUSIPCO Stylianos Asteriadis, Nikolaos Nikolaidis, András Hajdu, Ioannis Pitas
2006	J	`jnl`	Applications of Neighborhood Sequence in Image Processing and Database Retrieval. J. Univers. Comput. Sci. András Hajdu, János Kormos, Tamás Tóth, Kristian Vereb
2006	—	`conf`	On the Lattice Structure of Subsets of Octagonal Neighborhood Sequences in \mathbb DGCI András Hajdu, Lajos Hajdu
2006	A	`conf`	Optimized Chamfer Matching for Snake-Based Image Contour Representations. ICME András Hajdu, Athanasios Roubies, Ioannis Pitas
2006	J	`jnl`	The "MEDIP-Platform Independent Software System for Medical Image Processing" Project. J. Univers. Comput. Sci. András Hajdu, János Kormos, Zsolt Lencse, Lajos Trón, Miklós Emri
2005	J	`jnl`	Metrical neighborhood sequences in Z Pattern Recognit. Lett. Attila Fazekas, András Hajdu, Lajos Hajdu
2005	C	`conf`	Neighborhood Sequences and Their Applications in the Digital Image Processing. CAIP Attila Fazekas, András Hajdu, István Sánta, Tamás Tóth
2004	J	`jnl`	Approximating the Euclidean distance using non-periodic neighbourhood sequences. Discret. Math. András Hajdu, Lajos Hajdu
2003	J	`jnl`	Geometry of neighbourhood sequences. Pattern Recognit. Lett. András Hajdu
2003	—	`conf`	Indexing and segmenting colour images using neighbourhood sequences. ICIP (1) András Hajdu, Benedek Nagy, Zoltán Zörgö
2003	J	`jnl`	Velocity and Distance of Neighbourhood Sequences. Acta Cybern. András Hajdu, Lajos Hajdu