| A comparison of the optimized LSTM, XGBOOST and ARIMA in Time Series forecasting I Paliari, A Karanikola, S Kotsiantis 2021 12th International Conference on Information, Intelligence, Systems …, 2021 | 22 | 2021 |
| A multi-method survey on the use of sentiment analysis in multivariate financial time series forecasting CM Liapis, A Karanikola, S Kotsiantis Entropy 23 (12), 1603, 2021 | 15 | 2021 |
| A comparison of contemporary methods on univariate time series forecasting A Karanikola, CM Liapis, S Kotsiantis Advances in Machine Learning/Deep Learning-based Technologies: Selected …, 2022 | 8 | 2022 |
| An ensemble forecasting method using univariate time series COVID-19 data CM Liapis, A Karanikola, S Kotsiantis Proceedings of the 24th Pan-Hellenic Conference on Informatics, 50-52, 2020 | 8 | 2020 |
| Speech recognition combining MFCCs and image features S Karlos, N Fazakis, K Karanikola, S Kotsiantis, K Sgarbas Speech and Computer: 18th International Conference, SPECOM 2016, Budapest …, 2016 | 6 | 2016 |
| Investigating Deep Stock Market Forecasting with Sentiment Analysis CM Liapis, A Karanikola, S Kotsiantis Entropy 25 (2), 219, 2023 | 4 | 2023 |
| A hybrid method for missing value imputation A Karanikola, S Kotsiantis Proceedings of the 23rd Pan-Hellenic Conference on Informatics, 74-79, 2019 | 4 | 2019 |
| Energy Load Forecasting: Investigating Mid-Term Predictions with Ensemble Learners CM Liapis, A Karanikola, S Kotsiantis IFIP International Conference on Artificial Intelligence Applications and …, 2022 | 3 | 2022 |
| Active fuzzy rule induction A Karanikola, S Karlos, V Kazllarof, E Kateri, S Kotsiantis 2018 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS), 1-8, 2018 | 2 | 2018 |
| A multivariate ensemble learning method for medium-term energy forecasting CM Liapis, A Karanikola, S Kotsiantis Neural Computing and Applications 35 (29), 21479-21497, 2023 | 1 | 2023 |
| A comparative study of validity indices on estimating the optimal number of clusters A Karanikola, CM Liapis, S Kotsiantis 2021 12th International Conference on Information, Intelligence, Systems …, 2021 | 1 | 2021 |
| Investigating cluster validation metrics for optimal number of clusters determination A Karanikola, CM Liapis, S Kotsiantis Intelligent Decision Technologies 15 (4), 809-824, 2021 | 1 | 2021 |
| An incrementally updateable ensemble learner A Karanikola, S Karlos, V Kazllarof, S Kotsiantis Proceedings of the 22nd Pan-Hellenic Conference on Informatics, 243-248, 2018 | 1 | 2018 |
| Local weighted Averaged 2-Dependence Estimator S Karlos, A Karanikola, V Kazllarof, S Kotsiantis Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 1-4, 2018 | 1 | 2018 |
| Financial sentiment analysis: Classic methods vs. deep learning models A Karanikola, G Davrazos, CM Liapis, S Kotsiantis Intelligent Decision Technologies 17 (4), 893-915, 2023 | | 2023 |
| Κατηγοριοποίηση ομιλητών με χρήση αλγορίθμων μηχανικής μάθησης Α Καρανικόλα | | 2017 |
