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Susceptibility Mapping of Soil Water Erosion Using Machine Learning Models

Water (Basel), 2020-07, Vol.12 (7), p.1995

2020

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Susceptibility Prediction of Groundwater Hardness Using Ensemble Machine Learning Models

Water (Basel), 2020-10, Vol.12 (10), p.2770

2020

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Fuzzy clustering and distributed model for streamflow estimation in ungauged watersheds

Scientific reports, 2021-04, Vol.11 (1), p.8243-14, Article 8243

2021

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Groundwater Salinity Susceptibility Mapping Using Classifier Ensemble and Bayesian Machine Learning Models

IEEE access, 2020, Vol.8, p.145564-145576

2020

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Towards an Ensemble Machine Learning Model of Random Subspace Based Functional Tree Classifier for Snow Avalanche Susceptibility Mapping

IEEE access, 2020, Vol.8, p.145968-145983

2020

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Ensemble Boosting and Bagging Based Machine Learning Models for Groundwater Potential Prediction

Water resources management, 2021, Vol.35 (1), p.23-37

2021

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Mass wasting susceptibility assessment of snow avalanches using machine learning models

Scientific reports, 2020-10, Vol.10 (1), Article 18363

2020

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Susceptibility mapping of groundwater salinity using machine learning models

Environmental science and pollution research international, 2021-03, Vol.28 (9), p.10804-10817

2021

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Ensemble models of GLM, FDA, MARS, and RF for flood and erosion susceptibility mapping: a priority assessment of sub-basins

Geocarto international, 2022-05, Vol.37 (9), p.2541-2560

2022

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Evaluation efficiency of hybrid deep learning algorithms with neural network decision tree and boosting methods for predicting groundwater potential

Geocarto international, 2022-10, Vol.37 (19), p.5564-5584

2022

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Data-Driven Onboard Inter-Turn Short Circuit Fault Diagnosis for Electric Vehicles by Using Real-Time Simulation Environment

IEEE access, 2023, Vol.11, p.145447-145466

2023

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Case Study: Optimizing Grading Ring Design for High Voltage Polymeric Insulators in Power Transmission Systems for Enhanced Electric Field and Voltage Distribution by Using a Finite Element Method

Energies (Basel), 2023-07, Vol.16 (13), p.5235

2023

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Review of Soft Computing Models in Design and Control of Rotating Electrical Machines

Energies (Basel), 2019-03, Vol.12 (6), p.1049

2019

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Fault Diagnosis of Rotating Electrical Machines Using Multi-Label Classification

Applied sciences, 2019-12, Vol.9 (23), p.5086

2019

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Investigation of the performance of direct forecasting strategy using machine learning in State-of-Charge prediction of Li-ion batteries exposed to dynamic loads

Journal of energy storage, 2021-04, Vol.36, p.102351, Article 102351

2021

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Identification of Fault Locations on Tree Structure Systems

Soft Computing Applications, p.48-59

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Determination of Critical Deformation Regions of a Lithium Polymer Battery by DIC Measurement and WOWA Filter

Acta polytechnica Hungarica, 2022, Vol.19 (2), p.113-134

2022

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Advances in Lithium-Ion Battery Management through Deep Learning Techniques: A Performance Analysis of State-of-Charge Prediction at Various Load Conditions

2023 IEEE 17th International Symposium on Applied Computational Intelligence and Informatics (SACI), 2023, p.000773-000778

Dineva, Adrienn

2023

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Comparative Analysis of Machine Learning Models for Prediction of Remaining Service Life of Flexible Pavement

Mathematics (Basel), 2019-12, Vol.7 (12), p.1198

2019

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Advanced Machine Learning Approaches for State-of-Charge Prediction of Li-ion Batteries under Multisine Excitation

2021 17th Conference on Electrical Machines, Drives and Power Systems (ELMA), 2021, p.1-5

Dineva, Adrienn

2021

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Towards Sustainable Energy Management: Analyzing AI-Based Solutions for PV Systems with Battery in Energy Communities

2023 IEEE 17th International Symposium on Applied Computational Intelligence and Informatics (SACI), 2023, p.000655-000660

2023

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Novel Generation of Fixed Point Transformation for the Adaptive Control of a Nonlinear Neuron Model

2015 IEEE International Conference on Systems, Man, and Cybernetics, 2015, p.987-992

2015

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Adaptive Multi-round Smoothing Based on the Savitzky-Golay Filter

Soft Computing Applications, p.446-454

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Review and Conceptual Design of FPGA-based Application for Data-Driven Power Electronic Systems

2021 17th Conference on Electrical Machines, Drives and Power Systems (ELMA), 2021, p.1-4

2021

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Performance Enhancement of Fuzzy Logic Controller Using Robust Fixed Point Transformation

Recent Global Research and Education: Technological Challenges, p.411-418

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Susceptibility Mapping of Soil Water Erosion Using Machine Learning Models

Susceptibility Prediction of Groundwater Hardness Using Ensemble Machine Learning Models

Fuzzy clustering and distributed model for streamflow estimation in ungauged watersheds

Groundwater Salinity Susceptibility Mapping Using Classifier Ensemble and Bayesian Machine Learning Models

Towards an Ensemble Machine Learning Model of Random Subspace Based Functional Tree Classifier for Snow Avalanche Susceptibility Mapping

Ensemble Boosting and Bagging Based Machine Learning Models for Groundwater Potential Prediction

Mass wasting susceptibility assessment of snow avalanches using machine learning models

Susceptibility mapping of groundwater salinity using machine learning models

Ensemble models of GLM, FDA, MARS, and RF for flood and erosion susceptibility mapping: a priority assessment of sub-basins

Evaluation efficiency of hybrid deep learning algorithms with neural network decision tree and boosting methods for predicting groundwater potential

Data-Driven Onboard Inter-Turn Short Circuit Fault Diagnosis for Electric Vehicles by Using Real-Time Simulation Environment

Case Study: Optimizing Grading Ring Design for High Voltage Polymeric Insulators in Power Transmission Systems for Enhanced Electric Field and Voltage Distribution by Using a Finite Element Method

Review of Soft Computing Models in Design and Control of Rotating Electrical Machines

Fault Diagnosis of Rotating Electrical Machines Using Multi-Label Classification

Investigation of the performance of direct forecasting strategy using machine learning in State-of-Charge prediction of Li-ion batteries exposed to dynamic loads

Identification of Fault Locations on Tree Structure Systems

Determination of Critical Deformation Regions of a Lithium Polymer Battery by DIC Measurement and WOWA Filter

Advances in Lithium-Ion Battery Management through Deep Learning Techniques: A Performance Analysis of State-of-Charge Prediction at Various Load Conditions

Comparative Analysis of Machine Learning Models for Prediction of Remaining Service Life of Flexible Pavement

Advanced Machine Learning Approaches for State-of-Charge Prediction of Li-ion Batteries under Multisine Excitation

Towards Sustainable Energy Management: Analyzing AI-Based Solutions for PV Systems with Battery in Energy Communities

Novel Generation of Fixed Point Transformation for the Adaptive Control of a Nonlinear Neuron Model

Adaptive Multi-round Smoothing Based on the Savitzky-Golay Filter

Review and Conceptual Design of FPGA-based Application for Data-Driven Power Electronic Systems

Performance Enhancement of Fuzzy Logic Controller Using Robust Fixed Point Transformation

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