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An empirical comparison and evaluation of minority oversampling techniques on a large number of imbalanced datasets

Applied soft computing, 2019-10, Vol.83, p.105662, Article 105662

Kovács, György

2019

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Smote-variants: A python implementation of 85 minority oversampling techniques

Neurocomputing (Amsterdam), 2019-11, Vol.366, p.352-354

Kovács, György

2019

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Testing the consistency of performance scores reported for binary classification problems

Applied soft computing, 2024-10, Vol.164, p.111993, Article 111993

2024

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mlscorecheck: Testing the consistency of reported performance scores and experiments in machine learning

Neurocomputing (Amsterdam), 2024-05, Vol.583, p.127556, Article 127556

2024

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A new baseline for retinal vessel segmentation: Numerical identification and correction of methodological inconsistencies affecting 100+ papers

Medical image analysis, 2022-01, Vol.75, p.102300-102300, Article 102300

2022

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Optimization of Energy Consumption of Industrial Robots Using Classical PID and MPC Controllers

Energies (Basel), 2023-04, Vol.16 (8), p.3499

2023

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Optimal binning for a variance based alternative of mutual information in pattern recognition

Neurocomputing (Amsterdam), 2023-01, Vol.519, p.135-147

2023

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Optimization of a New Composite Multicellular Plate Structure in Order to Reduce Weight

Polymers, 2022-07, Vol.14 (15), p.3121

Kovács, György

2022

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Elaboration of Design and Optimization Methods for a Newly Developed CFRP Sandwich-like Structure Validated by Experimental Measurements and Finite Element Analysis

Polymers, 2021-12, Vol.13 (24), p.4348

Kovács, György

2021

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Ultrasonic Sensor Fusion Inverse Algorithm for Visually Impaired Aiding Applications

Sensors (Basel, Switzerland), 2020-06, Vol.20 (13), p.3682

2020

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Innovative Mathematical Methods and New Software Applications for Cost-Effective, Profitable and Environmentally Friendly Freight Transport

Polish journal of environmental studies, 2019-01, Vol.28 (4), p.2659-2671

Kovács, György

2019

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A self-calibrating approach for the segmentation of retinal vessels by template matching and contour reconstruction

Medical image analysis, 2016-04, Vol.29, p.24-46

2016

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A Review of Prognostic and Health Management (PHM) Methods and Limitations for Marine Diesel Engines: New Research Directions

Machines (Basel), 2023-07, Vol.11 (7), p.695

2023

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Implementation and Possibilities of Fuzzy Logic for Optimal Operation and Maintenance of Marine Diesel Engines

Machines (Basel), 2024-06, Vol.12 (6), p.425

2024

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Late side-effects and cosmetic results of accelerated partial breast irradiation with interstitial brachytherapy versus whole-breast irradiation after breast-conserving surgery for low-risk invasive and in-situ carcinoma of the female breast: 5-year results of a randomised, controlled, phase 3 trial

The lancet oncology, 2017-02, Vol.18 (2), p.259-268

2017

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Increasing the robustness of CNN acoustic models using autoregressive moving average spectrogram features and channel dropout

Pattern recognition letters, 2017-12, Vol.100, p.44-50

2017

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Development of a New Expert System for Diagnosing Marine Diesel Engines Based on Real-Time Diagnostic Parameters

Strojniski Vestnik - Journal of Mechanical Engineering, 2022-01, Vol.68 (10), p.642-655

2022

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5-year results of accelerated partial breast irradiation using sole interstitial multicatheter brachytherapy versus whole-breast irradiation with boost after breast-conserving surgery for low-risk invasive and in-situ carcinoma of the female breast: a randomised, phase 3, non-inferiority trial

The Lancet (British edition), 2016-01, Vol.387 (10015), p.229-238

2016

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UCL: Unsupervised Curriculum Learning for water body classification from remote sensing imagery

International journal of applied earth observation and geoinformation, 2021-12, Vol.105, p.102568, Article 102568

2021

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Elaboration of a Multi-Objective Optimization Method for High-Speed Train Floors Using Composite Sandwich Structures

Applied sciences, 2023-03, Vol.13 (6), p.3876

2023

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Newly Elaborated Hybrid Algorithm for Optimization of Robot Arm’s Trajectory in Order to Increase Efficiency and Provide Sustainability in Production

Sustainability, 2021-08, Vol.13 (15), p.8193

2021

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GEC-ESTRO ACROP recommendations for head & neck brachytherapy in squamous cell carcinomas: 1st update – Improvement by cross sectional imaging based treatment planning and stepping source technology

Radiotherapy and oncology, 2017-02, Vol.122 (2), p.248-254

2017

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Diagnostic and Prognostic Strategies for Monitoring of Diesel Engines’ Technical Conditions

Vehicle and Automotive Engineering 4, p.190-199

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Development of a Knowledge-Based System for Diagnosing of Diesel Engines

Vehicle and Automotive Engineering 4, p.200-211

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Is an Interventional Oncology Center an advantage in the service of cancer patients or in the education? The Gemelli Hospital and INTERACTS experience

Journal of contemporary brachytherapy, 2017-12, Vol.9 (6), p.497-498

2017

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An empirical comparison and evaluation of minority oversampling techniques on a large number of imbalanced datasets

Smote-variants: A python implementation of 85 minority oversampling techniques

Testing the consistency of performance scores reported for binary classification problems

mlscorecheck: Testing the consistency of reported performance scores and experiments in machine learning

A new baseline for retinal vessel segmentation: Numerical identification and correction of methodological inconsistencies affecting 100+ papers

Optimization of Energy Consumption of Industrial Robots Using Classical PID and MPC Controllers

Optimal binning for a variance based alternative of mutual information in pattern recognition

Optimization of a New Composite Multicellular Plate Structure in Order to Reduce Weight

Elaboration of Design and Optimization Methods for a Newly Developed CFRP Sandwich-like Structure Validated by Experimental Measurements and Finite Element Analysis

Ultrasonic Sensor Fusion Inverse Algorithm for Visually Impaired Aiding Applications

Innovative Mathematical Methods and New Software Applications for Cost-Effective, Profitable and Environmentally Friendly Freight Transport

A self-calibrating approach for the segmentation of retinal vessels by template matching and contour reconstruction

A Review of Prognostic and Health Management (PHM) Methods and Limitations for Marine Diesel Engines: New Research Directions

Implementation and Possibilities of Fuzzy Logic for Optimal Operation and Maintenance of Marine Diesel Engines

Late side-effects and cosmetic results of accelerated partial breast irradiation with interstitial brachytherapy versus whole-breast irradiation after breast-conserving surgery for low-risk invasive and in-situ carcinoma of the female breast: 5-year results of a randomised, controlled, phase 3 trial

Increasing the robustness of CNN acoustic models using autoregressive moving average spectrogram features and channel dropout

Development of a New Expert System for Diagnosing Marine Diesel Engines Based on Real-Time Diagnostic Parameters

5-year results of accelerated partial breast irradiation using sole interstitial multicatheter brachytherapy versus whole-breast irradiation with boost after breast-conserving surgery for low-risk invasive and in-situ carcinoma of the female breast: a randomised, phase 3, non-inferiority trial

UCL: Unsupervised Curriculum Learning for water body classification from remote sensing imagery

Elaboration of a Multi-Objective Optimization Method for High-Speed Train Floors Using Composite Sandwich Structures

Newly Elaborated Hybrid Algorithm for Optimization of Robot Arm’s Trajectory in Order to Increase Efficiency and Provide Sustainability in Production

GEC-ESTRO ACROP recommendations for head & neck brachytherapy in squamous cell carcinomas: 1st update – Improvement by cross sectional imaging based treatment planning and stepping source technology

Diagnostic and Prognostic Strategies for Monitoring of Diesel Engines’ Technical Conditions

Development of a Knowledge-Based System for Diagnosing of Diesel Engines

Is an Interventional Oncology Center an advantage in the service of cancer patients or in the education? The Gemelli Hospital and INTERACTS experience

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