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Author

Niki Kiriakidou

ORCID: 0000-0003-1729-4124
Observed ORCID: 0000-0003-1729-4124
OpenAlex ID: A5015815927
An Advanced CNN-LSTM Model for Cryptocurrency Forecasting
2021 · Ioannis E. Livieris, Niki Kiriakidou, et al. · Electronics · 198
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Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM
2023 · Ioannis E. Livieris, Emmanuel Pintelas, et al. · Journal of Imaging · 30
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An Advanced Deep Learning Model for Short-Term Forecasting U.S. Natural Gas Price and Movement
2020 · Ioannis E. Livieris, Emmanuel Pintelas, et al. · IFIP advances in information and communication technology · 30
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On Ensemble SSL Algorithms for Credit Scoring Problem
2018 · Ioannis E. Livieris, Niki Kiriakidou, et al. · Informatics · 24
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Mutual information-based neighbor selection method for causal effect estimation
2024 · Niki Kiriakidou, Ioannis E. Livieris, et al. · Neural Computing and Applications · 16
Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation
2023 · Niki Kiriakidou, Christos Diou · International Journal of Neural Systems · 13
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Forecasting Students’ Performance Using an Ensemble SSL Algorithm
2019 · Ioannis E. Livieris, Vassilis Tampakas, et al. · Communications in computer and information science · 13
An Improved Neural Network Model for Treatment Effect Estimation
2022 · Niki Kiriakidou, Christos Diou · IFIP advances in information and communication technology · 10
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C-XGBoost: A Tree Boosting Model for Causal Effect Estimation
2024 · Niki Kiriakidou, Ioannis E. Livieris, et al. · IFIP advances in information and communication technology · 9
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Employing Constrained Neural Networks for Forecasting New Product’s Sales Increase
2019 · Ioannis E. Livieris, Niki Kiriakidou, et al. · IFIP advances in information and communication technology · 9
An evaluation framework for comparing causal inference models
2022 · Niki Kiriakidou, Christos Diou · Hellenic Conference on Artificial Intelligence · 8
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Performance Evaluation of an SSL Algorithm for Forecasting the Dow Jones Index Stocks
2018 · Ioannis E. Livieris, Andreas Kanavos, et al. · International Conference on Information, Intelligence, Systems & Applications (IISA) · 6
A Causal Inference Methodology to Support Research on Osteopenia for Breast Cancer Patients
2024 · Niki Kiriakidou, Aristotelis Ballas, et al. · Applied Sciences · 4
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C-XGBoost model with targeted regularization for treatment effect estimation
2026 · Niki Kiriakidou, Ioannis E. Livieris, et al. · Neural Computing and Applications · 1
Monitoring cancer-related fatigue and quality of life in breast and prostate cancer patients after primary treatment: a study protocol for the REBECCA trials in Norway
2026 · Marius Stensland, Karina F. Bru, et al. · Clinical and Experimental Medicine · 1
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REBECCA: A System for Real World Behavioural Data in Breast Cancer Clinical Research and Patient Care
2025 · Paraskevas Bourgos, Filopoimin Lykokanellos, et al. · Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science · 1
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Causal-siamese: similarity-based treatment effect estimation with limited data
2026 · Ioannis E. Livieris, Niki Kiriakidou, et al. · Evolving Systems
Works count: 17
Citation count: 373
H-index: 9
I10-index: 8
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