László Szilágyi

Orcid: 0000-0001-6722-2642

According to our database1, László Szilágyi authored at least 108 papers between 2006 and 2024.

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Bibliography

2024
AI-Assisted Fatigue and Stamina Control for Performance Sports on IMU-Generated Multivariate Times Series Datasets.
Sensors, 2024

2023
Machine Learning on Prediction of Relative Physical Activity Intensity Using Medical Radar Sensor and 3D Accelerometer.
Sensors, April, 2023

Establishing a Learning Model for Correct Hand Hygiene Technique in a NICU.
CoRR, 2023

Which Activation Function Works Best for Training Artificial Pancreas: Empirical Fact and Its Theoretical Explanation.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Brain Tumor Segmentation from Multi-Spectral MRI Records Using a U-net Cascade Architecture.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Effect of Hyperparameters of Reinforcement Learning in Blood Glucose Control.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Brain Tumor Segmentation from Multi-Spectral MRI Records Using a U-Net Cascade Architecture.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

sRPE and ACWR to Control Fatigue Levels and Minimize Injuries in Performance Sports.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Fuzzy-Possibilistic Product Partition: the First Twelve Years.
Proceedings of the 21st IEEE Jubilee International Symposium on Intelligent Systems and Informatics, 2023

Applied AI for Real-Time Detection of Lesions and Tumors Following Severe Head Injuries.
Proceedings of the 21st IEEE Jubilee International Symposium on Intelligent Systems and Informatics, 2023

Investigation of reward functions for controlling blood glucose level using reinforcement learning.
Proceedings of the 17th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2023

A Self-Tuning Version for the Possibilistic Fuzzy $c-\text{means}$ Clustering Algorithm.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

2022
Detection of Physical Activity Using Machine Learning Methods Based on Continuous Blood Glucose Monitoring and Heart Rate Signals.
Sensors, 2022

Control of Type 1 Diabetes Mellitus using direct reinforcement learning based controller.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

2021
A Complementary Ring Mixer Driven by a Single-Ended LO in 22-nm FD-SOI CMOS for K and Ka-Bands.
IEEE Open J. Circuits Syst., 2021

Identifying the most suitable histogram normalization technique for machine learning based segmentation of multispectral brain MRI data.
Proceedings of the 2021 IEEE AFRICON, 2021

The role of atlases and multi-atlases in brain tissue segmentation based on multispectral magnetic resonance image data.
Proceedings of the 2021 IEEE AFRICON, 2021

2020
Brain Tumor Segmentation from Multi-Spectral MRI Data Using Cascaded Ensemble Learning<sup>*</sup>.
Proceedings of the 15th IEEE International Conference of System of Systems Engineering, 2020

Brain Tumor Segmentation from Multi-Spectral Magnetic Resonance Image Data Using an Ensemble Learning Approach.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Real Valued Card Counting Strategies for the Game of Blackjack.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Brain Tumor Segmentation from Multi-spectral MR Image Data Using Random Forest Classifier.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

2019
A 53-Gbit/s Optical Receiver Frontend With 0.65 pJ/bit in 28-nm Bulk-CMOS.
IEEE J. Solid State Circuits, 2019

Self-Tuning Possibilistic c-Means Clustering Models.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2019

A Mixed-Signal Offset-Compensation System for Multi-Gbit/s Optical Receiver Frontends.
Proceedings of the 27th IFIP/IEEE International Conference on Very Large Scale Integration, 2019

Offset-Compensation Systems for Multi-Gbit/s Optical Receivers.
Proceedings of the VLSI-SoC: New Technology Enabler, 2019

Brain Tumor Detection and Segmentation from Magnetic Resonance Image Data Using Ensemble Learning Methods.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Applications of Different CNN Architectures for Palm Vein Identification.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2019

Learning to Generate Ambiguous Sequences.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

A Feature Ranking and Selection Algorithm for Brain Tumor Segmentation in Multi-Spectral Magnetic Resonance Image Data.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Brain Tumour Segmentation from Multispectral MR Image Data Using Ensemble Learning Methods.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019

A Study on Histogram Normalization for Brain Tumour Segmentation from Multispectral MR Image Data.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019

2018
Brain Tumor Segmentation and Survival Prediction Using a Cascade of Random Forests.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

A Self-tuning Possibilistic c-Means Clustering Algorithm.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2018

Evolving Computationally Efficient Hashing for Similarity Search.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017
Increase of Short-Term Heart Rate Variability Induced by Blood Pressure Measurements during Ambulatory Blood Pressure Monitoring.
Comput. Math. Methods Medicine, 2017

Opto-electrical analog front-end with rapid power-on and 0.82 pJ/bit for 28 Gb/s in 14 nm FinFET CMOS.
Proceedings of the 30th IEEE International System-on-Chip Conference, 2017

Biometric System Based on Registration of Dorsal Hand Vein Configurations.
Proceedings of the Image and Video Technology, 2017

Automatic Brain Tumor Segmentation in Multispectral MRI Volumes Using a Random Forest Approach.
Proceedings of the Image and Video Technology - 8th Pacific-Rim Symposium, 2017

25 Gbit/s adaptive 3-tap FFE VCSEL driver in 28-nm CMOS for data center communications.
Proceedings of the 2017 19th International Conference on Transparent Optical Networks (ICTON), 2017

A Highly Adaptive and Energy-Efficient Optical Interconnect for On-Board Server Communications.
Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

A Possibilistic c-means Clustering Model with Cluster Size Estimation.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

Robust Clustering Algorithms Employing Fuzzy-Possibilistic Product Partition.
Proceedings of the Fuzzy Sets, Rough Sets, Multisets and Clustering, 2017

2016
A modified two-stage Markov clustering algorithm for large and sparse networks.
Comput. Methods Programs Biomed., 2016

Can Ambulatory Blood Pressure Variability Contribute to Individual Cardiovascular Risk Stratification?
Comput. Math. Methods Medicine, 2016

Brain Tumor Segmentation with Optimized Random Forest.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2016

Automatic Detection and Segmentation of Brain Tumor Using Random Forest Approach.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2016

A Study on Cluster Size Sensitivity of Fuzzy c-Means Algorithm Variants.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Fast Color Quantization via Fuzzy Clustering.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015
Design of a 56 Gbit/s 4-level pulse-amplitude-modulation inductor-less vertical-cavity surface-emitting laser driver integrated circuit in 130 nm BiCMOS technology.
IET Circuits Devices Syst., 2015

A 0.68 pJ/bit inductor-less optical receiver for 20 Gbps with 0.0025 mm2 area in 28 nm CMOS.
Proceedings of the 28th IEEE International System-on-Chip Conference, 2015

A Unified Theory of Fuzzy c-Means Clustering Models with Improved Partition.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2015

Random Process Simulation Using Petri Nets.
Proceedings of the International Conference on Recent Achievements in Mechatronics, 2015

A high-voltage DC bias architecture implementation in a 17 Gbps low-power common-cathode VCSEL driver in 80 nm CMOS.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Recent Advances in Improving the Memory Efficiency of the TRIBE MCL Algorithm.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Automatic Brain Tumor Segmentation in Multispectral MRI Volumetric Records.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Neural Population Coding of Stimulus Features.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Societal Intelligence - A New Perspective for Highly Intelligent Systems.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Automatic Brain Tumor Segmentation in multispectral MRI volumes using a fuzzy c-means cascade algorithm.
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

2014
Lessons to learn from a mistaken optimization.
Pattern Recognit. Lett., 2014

Generalization rules for the suppressed fuzzy c-means clustering algorithm.
Neurocomputing, 2014

A fast hierarchical clustering algorithm for large-scale protein sequence data sets.
Comput. Biol. Medicine, 2014

Comparison of various improved-partition fuzzy c-means clustering algorithms in fast color reduction.
Proceedings of the IEEE 12th International Symposium on Intelligent Systems and Informatics, 2014

An inductor-less ultra-compact transimpedance amplifier for 30 Gbps in 28 nm CMOS with high energy-efficiency.
Proceedings of the IEEE 57th International Midwest Symposium on Circuits and Systems, 2014

Application of the Fuzzy-Possibilistic Product Partition in Elliptic Shell Clustering.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2014

A Fast and Memory-Efficient Hierarchical Graph Clustering Algorithm.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Synthetic Test Data Generation for Hierarchical Graph Clustering Methods.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Sensor Drift Compensation Using Fuzzy Interference System and Sparse-Grid Quadrature Filter in Blood Glucose Control.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Fast color reduction using approximative c-means clustering models.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013
Robust Spherical Shell Clustering Using Fuzzy-Possibilistic Product Partition.
Int. J. Intell. Syst., 2013

Fast Implementations of Markov Clustering for Protein Sequence Grouping.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2013

Efficient Markov clustering algorithm for protein sequence grouping.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Simulation of Arrhythmia using Adaptive Spatio-temporal Resolution.
Proceedings of the Computing in Cardiology, 2013

Modeling the Influence of High Fibroblast Level on Arrhythmia Development and Obstructed Depolarization Spread.
Proceedings of the Computing in Cardiology, 2013

Study of Electric and Mechanic Properties of the Implanted Artificial Cardiac Tissue Using a Whole Heart Model.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012
Efficient inhomogeneity compensation using fuzzy c-means clustering models.
Comput. Methods Programs Biomed., 2012

2011
A patient specific electro-mechanical model of the heart.
Comput. Methods Programs Biomed., 2011

Intensity inhomogeneity compensation and segmentation of MR brain images using hybrid c-means clustering models.
Biomed. Signal Process. Control., 2011

An image-guided tool to prevent hospital acquired infections.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Digital Imaging for the Education of Proper Surgical Hand Disinfection.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Fuzzy-Possibilistic Product Partition: A Novel Robust Approach to <i>c</i>-Means Clustering.
Proceedings of the Modeling Decision for Artificial Intelligence, 2011

Efficient 3D Curve Skeleton Extraction from Large Objects.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

An Efficient Approach to Intensity Inhomogeneity Compensation Using c-Means Clustering Models.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

Identification of the Root Canal from Dental Micro-CT Records.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

2010
Analytical and numerical evaluation of the suppressed fuzzy <i>c</i>-means algorithm: a study on the competition in <i>c</i>-means clustering models.
Soft Comput., 2010

A modified Markov clustering approach to unsupervised classification of protein sequences.
Neurocomputing, 2010

A Generalized Approach to the Suppressed Fuzzy <i>c</i>-Means Algorithm.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2010

2009
A weighted patient specific electromechanical model of the heart.
Proceedings of the 5th International Symposium on Applied Computational Intelligence and Informatics, 2009

Application of hybrid c-means clustering models in inhomogeneity compensation and MR brain image segmentation.
Proceedings of the 5th International Symposium on Applied Computational Intelligence and Informatics, 2009

A unified approach to c-means clustering models.
Proceedings of the FUZZ-IEEE 2009, 2009

A generalized c-means clustering model using optimized via evolutionary computation.
Proceedings of the FUZZ-IEEE 2009, 2009

2008
A Modified Markov Clustering Approach for Protein Sequence Clustering.
Proceedings of the Pattern Recognition in Bioinformatics, 2008

Analytical and Numerical Evaluation of the Suppressed Fuzzy C-Means Algorithm.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2008

Multi-stage FCM-Based Intensity Inhomogeneity Correction for MR Brain Image Segmentation.
Proceedings of the Artificial Neural Networks, 2008

An Enhanced Accessory Pathway Localization Method for Efficient Treatment of Wolff-Parkinson-White Syndrome.
Proceedings of the Progress in Pattern Recognition, 2008

A Thorough Analysis of the Suppressed Fuzzy C-Means Algorithm.
Proceedings of the Progress in Pattern Recognition, 2008

GeCiM: A Novel Generalized Approach to C-Means Clustering.
Proceedings of the Progress in Pattern Recognition, 2008

2007
Support Vector Machine-Based ECG Compression.
Proceedings of the Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007

Spatial Heart Simulation and Analysis Using Unified Neural Network.
Proceedings of the Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007

A Modified FCM Algorithm for Fast Segmentation of Brain MR Images.
Proceedings of the Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007

Efficient Feature Extraction for Fast Segmentation of MR Brain Images.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Spatial Visualization of the Heart in Case of Ectopic Beats and Fibrillation.
Proceedings of the Advances in Image and Video Technology, Second Pacific Rim Symposium, 2007

A Modified Fuzzy C-Means Algorithm for MR Brain Image Segmentation.
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Volumetric Analysis of the Heart Using Echocardiography.
Proceedings of the Functional Imaging and Modeling of the Heart, 2007

Unified Neural Network Based Pathologic Event Reconstruction Using Spatial Heart Model.
Proceedings of the Progress in Pattern Recognition, 2007

Echocardiographic Image Sequence Compression Based on Spatial Active Appearance Model.
Proceedings of the Progress in Pattern Recognition, 2007

Adaptive ECG Compression Using Support Vector Machine.
Proceedings of the Progress in Pattern Recognition, 2007

2006
Quick ECG Analysis for On-Line Holter Monitoring Systems.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Sensibility analysis of the Arruda localization method.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006


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