Aikaterini Karanikola

Investigating cluster validation metrics for optimal number of clusters determination

Charalampos M. Liapis, S. Kotsiantis, Aikaterini Karanikola, 2021, Intell. Decis. Technol..

A Multi-Method Survey on the Use of Sentiment Analysis in Multivariate Financial Time Series Forecasting

Sotiris Kotsiantis, Charalampos M. Liapis, Aikaterini Karanikola, 2021, Entropy.

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

Sotiris Kotsiantis, Aikaterini Karanikola, Iliana Paliari, 2021, 2021 12th International Conference on Information, Intelligence, Systems & Applications (IISA).

Investigating Deep Stock Market Forecasting with Sentiment Analysis

S. Kotsiantis, Aikaterini Karanikola, C. M. Liapis, 2023, Entropy.

A Comparison of Contemporary Methods on Univariate Time Series Forecasting

S. Kotsiantis, Aikaterini Karanikola, C. M. Liapis, 2021, Learning and Analytics in Intelligent Systems.

Energy Load Forecasting: Investigating Mid-Term Predictions with Ensemble Learners

S. Kotsiantis, Aikaterini Karanikola, C. M. Liapis, 2022, AIAI.

A multivariate ensemble learning method for medium-term energy forecasting

S. Kotsiantis, Aikaterini Karanikola, C. M. Liapis, 2023, Neural Computing and Applications.