Concepedia

Aikaterini Karanikola

AK

4

Publications

96

Citations

4

H-Index

2021

Active since

Affiliations

University of Patras(Current)

Aikaterini Karanikola is an author at University of Patras specializing in predictive analytics, engineering, and forecasting.

Top concepts

EngineeringForecastingData SciencePredictive AnalyticsStatisticsMachine LearningFinanceBusinessData MiningText Mining

Publications per year

2021–2023

4

Publications

4

A comparison of the optimized LSTM, XGBOOST and ARIMA in Time Series forecasting

Iliana Paliari, Aikaterini Karanikola, Sotiris Kotsiantis · 2021 · 40 citations

Forecasting Methodology, Engineering, Machine Learning +18

Investigating Deep Stock Market Forecasting with Sentiment Analysis

Charalampos M. Liapis, Aikaterini Karanikola, Sotiris Kotsiantis · Entropy · 2023 · 32 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +17

A multivariate ensemble learning method for medium-term energy forecasting

Charalampos M. Liapis, Aikaterini Karanikola, Sotiris Kotsiantis · Neural Computing and Applications · 2023 · 12 citations · Full text

Forecasting Methodology, Engineering, Data Science +14

Financial sentiment analysis: Classic methods vs. deep learning models

Aikaterini Karanikola, Gregory Davrazos, Charalampos M. Liapis et al. · Intelligent Decision Technologies · 2023 · 12 citations · Full text

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