János Tóth

Orcid: 0000-0001-9286-3193

According to our database1, János Tóth authored at least 30 papers between 1990 and 2024.

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Bibliography

2024
A Machine Learning-Based Pipeline for the Extraction of Insights from Customer Reviews.
Big Data Cogn. Comput., March, 2024

Evaluation of Local Planner-Based Stanley Control in Autonomous RC Car Racing Series.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

2023
A Cloud-based Machine Learning Pipeline for the Efficient Extraction of Insights from Customer Reviews.
CoRR, 2023

MAC, a novel stochastic optimization method.
CoRR, 2023

Urban Mobility Dynamics in the Realm of Autonomous Shuttles on Dedicated Lanes: A Microscopic Synthesis.
IEEE Access, 2023

2022
Efficient Parameter Optimization of Ensembles in Medical Image Analysis
PhD thesis, 2022

Enhancing CNNs through the use of hand-crafted features in automated fundus image classification.
Biomed. Signal Process. Control., 2022

Impacts of Autonomous Vehicle Driving Logics on Heterogenous Traffic and Evaluating Transport Interventions with Microsimulation Experiments.
Proceedings of the HCI in Mobility, Transport, and Automotive Systems, 2022

2021
Transit Performance Evaluation at Signalized Intersections of Bus Rapid Transit Corridors.
Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems, 2021

2020
An Integrated Approach of Analytic Hierarchy Process and Triangular Fuzzy Sets for Analyzing the Park-and-Ride Facility Location Problem.
Symmetry, 2020

Blind Myself: Simple Steps for Editors and Software Providers to Take Against Affiliation Bias.
Sci. Eng. Ethics, 2020

Efficient sampling-based energy function evaluation for ensemble optimization using simulated annealing.
Pattern Recognit., 2020

Mapping the Catchment Area of Park and Ride Facilities within Urban Environments.
ISPRS Int. J. Geo Inf., 2020

2019
Accelerating the Optimization of a Segmentation Ensemble using Image Pyramids.
Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019

Cell detection on digitized Pap smear images using ensemble of conventional image processing and deep learning techniques.
Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019

Automatic screening of fundus images using a combination of convolutional neural network and hand-crafted features.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Fusion of Deep Convolutional Neural Networks for Microaneurysm Detection in Color Fundus Images.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2015
Maneuvers analysis of shared taxi and their effects on flow characteristics.
Proceedings of the 2015 International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), 2015

Improving the performance of an ensemble-based exudate detection system using stochastic parameter optimization.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

An online application for storing, analyzing, and sharing dermatological data.
Proceedings of the 6th IEEE International Conference on Cognitive Infocommunications, 2015

2014
Finding the optimal parameter setting for an ensemble-based lesion detector.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

An online system for algorithm benchmarking.
Proceedings of the 5th IEEE Conference on Cognitive Infocommunications, 2014

An online benchmark system for image processing algorithms.
Proceedings of the 5th IEEE Conference on Cognitive Infocommunications, 2014

2013
Cognitive visualization for the design of complex systems.
Proceedings of the IEEE 4th International Conference on Cognitive Infocommunications, 2013

Extending the visualization capabilities of a genome browser.
Proceedings of the IEEE 4th International Conference on Cognitive Infocommunications, 2013

2012
An ensemble-based collaborative framework to support customized user needs.
Proceedings of the IEEE 3rd International Conference on Cognitive Infocommunications, 2012

2010
Reporting on a large ocean inlet crossing live transmission line inspection performed by linescout technology.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

2005
Towards a Dynamic Neuropharmacology: Integrating Network and Receptor Levels.
Proceedings of the Brain, 2005

1997
The Effect of Lumping and Expanding on Kinetic Differential Equations.
SIAM J. Appl. Math., 1997

1990
Structures, hypergraphs, and knowledge representation in chemical engineering science. I - Problem formulation.
Artif. Intell. Eng., 1990


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