Concepedia

Katarzyna Poczęta

KP

17

Publications

460

Citations

14

H-Index

2014

Active since

Affiliations

Kielce University of Technology(Current)

University of Thessaly

Technological Educational Institute of Central Greece

Information Technologies Institute

Technological Educational Institute of Thessaly

Katarzyna Poczęta is an author at Kielce University of Technology specializing in data science, engineering, and intelligent systems.

Top concepts

EngineeringData ScienceForecastingFuzzy LogicIntelligent SystemsSystems EngineeringComputer ScienceMachine LearningPredictive AnalyticsArtificial Intelligence

Publications per year

2014–2023

17

Publications

17

A two-stage model for time series prediction based on fuzzy cognitive maps and neural networks

Elpiniki I. Papageorgiou, Katarzyna Poczęta · Neurocomputing · 2016 · 76 citations

Intelligent Forecasting, Fuzzy Logic, Engineering +12

Machine Learning Approaches to Predict Electricity Production from Renewable Energy Sources

Adam Krechowicz, Maria Krechowicz, Katarzyna Poczęta · Energies · 2022 · 53 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +20

Learning Fuzzy Cognitive Maps using Structure Optimization Genetic Algorithm

Katarzyna Poczęta, Alexander Yastrebov, Elpiniki I. Papageorgiou · Annals of Computer Science and Information Systems · 2015 · 45 citations · Full text

Application of Fuzzy Cognitive Maps to water demand prediction

Elpiniki I. Papageorgiou, Katarzyna Poczęta, Chrysi Laspidou · 2015 · 43 citations

Artificial Intelligence, Engineering, Machine Learning +17

Fuzzy Cognitive Maps Optimization for Decision Making and Prediction

Katarzyna Poczęta, Elpiniki I. Papageorgiou, Vassilis C. Gerogiannis · Mathematics · 2020 · 38 citations · Full text

Artificial Intelligence, Engineering, Smart Manufacturing +27

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