| An advanced CNN-LSTM model for cryptocurrency forecasting IE Livieris, N Kiriakidou, S Stavroyiannis, P Pintelas Electronics 10 (3), 287, 2021 | 131 | 2021 |
| An advanced deep learning model for short-term forecasting US natural gas price and movement IE Livieris, E Pintelas, N Kiriakidou, S Stavroyiannis Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 …, 2020 | 28 | 2020 |
| On ensemble SSL algorithms for credit scoring problem IE Livieris, N Kiriakidou, A Kanavos, V Tampakas, P Pintelas Informatics 5 (4), 40, 2018 | 20 | 2018 |
| Forecasting students’ performance using an ensemble SSL algorithm IE Livieris, V Tampakas, N Kiriakidou, T Mikropoulos, P Pintelas Technology and Innovation in Learning, Teaching and Education: First …, 2019 | 13 | 2019 |
| Employing constrained neural networks for forecasting new product’s sales increase IE Livieris, N Kiriakidou, A Kanavos, G Vonitsanos, V Tampakas Artificial Intelligence Applications and Innovations: AIAI 2019 IFIP WG 12.5 …, 2019 | 11 | 2019 |
| An improved neural network model for treatment effect estimation N Kiriakidou, C Diou IFIP international conference on artificial intelligence applications and …, 2022 | 5 | 2022 |
| Performance evaluation of an SSL algorithm for forecasting the dow Jones index stocks IE Livieris, A Kanavos, G Vonitsanos, N Kiriakidou, A Vikatos, ... 2018 9th International Conference on Information, Intelligence, Systems and …, 2018 | 5 | 2018 |
| Integrating nearest neighbors on neural network models for treatment effect estimation N Kiriakidou, C Diou arXiv preprint arXiv:2305.06789, 2023 | 4 | 2023 |
| An evaluation framework for comparing causal inference models N Kiriakidou, C Diou Proceedings of the 12th Hellenic Conference on Artificial Intelligence, 1-9, 2022 | 4 | 2022 |
| Mutual information-based neighbor selection method for causal effect estimation N Kiriakidou, IE Livieris, P Pintelas Neural Computing and Applications, 1-15, 2024 | 2 | 2024 |
| Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM IE Livieris, E Pintelas, N Kiriakidou, P Pintelas Journal of Imaging 9 (10), 224, 2023 | 1 | 2023 |
| C-XGBoost: A tree boosting model for causal effect estimation N Kiriakidou, IE Livieris, C Diou arXiv preprint arXiv:2404.00751, 2024 | | 2024 |
| Υποδείγματα αποτίμησης επιτοκιακών παραγώγων Ν Κυριακίδου Πανεπιστήμιο Πειραιώς, 2020 | | 2020 |
Ioannis E. LivierisUniversity of Patras, Department of MathematicsVerified email at upatras.gr
