Niki Kiriakidou

16 papers Journal 9Unranked 7
YearRankTypeTitle / Venue / Authors
2024 — conf
C-XGBoost: A Tree Boosting Model for Causal Effect Estimation.
AIAI (3)
Niki Kiriakidou, Ioannis E. Livieris, Christos Diou
2024 J jnl
C-XGBoost: A tree boosting model for causal effect estimation.
CoRR
Niki Kiriakidou, Ioannis E. Livieris, Christos Diou
2024 J jnl
Mutual information-based neighbor selection method for causal effect estimation.
Neural Comput. Appl.
Niki Kiriakidou, Ioannis E. Livieris, Panayiotis E. Pintelas
2023 J jnl
Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM.
CoRR
Ioannis E. Livieris, Emmanuel Pintelas, Niki Kiriakidou, Panagiotis E. Pintelas
2023 J jnl
Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM.
J. Imaging
Ioannis E. Livieris, Emmanuel Pintelas, Niki Kiriakidou, Panayiotis E. Pintelas
2023 J jnl
Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation.
Int. J. Neural Syst.
Niki Kiriakidou, Christos Diou
2023 J jnl
Integrating nearest neighbors on neural network models for treatment effect estimation.
CoRR
Niki Kiriakidou, Christos Diou
2022 — conf
An Improved Neural Network Model for Treatment Effect Estimation.
AIAI (2)
Niki Kiriakidou, Christos Diou
2022 — conf
An evaluation framework for comparing causal inference models.
SETN
Niki Kiriakidou, Christos Diou
2022 J jnl
An evaluation framework for comparing causal inference models.
CoRR
Niki Kiriakidou, Christos Diou
2022 J jnl
An improved neural network model for treatment effect estimation.
CoRR
Niki Kiriakidou, Christos Diou
2020 — conf
An Advanced Deep Learning Model for Short-Term Forecasting U.S. Natural Gas Price and Movement.
AIAI (Workshops)
Ioannis E. Livieris, Emmanuel Pintelas, Niki Kiriakidou, Stavros Stavroyiannis
2019 — conf
Employing Constrained Neural Networks for Forecasting New Product's Sales Increase.
AIAI (Workshops)
Ioannis E. Livieris, Niki Kiriakidou, Andreas Kanavos, Gerasimos Vonitsanos, Vassilis Tampakas
2018 — conf
Forecasting Students' Performance Using an Ensemble SSL Algorithm.
TECH-EDU
Ioannis E. Livieris, Vassilis Tampakas, Niki Kiriakidou, Tassos A. Mikropoulos, Panagiotis E. Pintelas
2018 J jnl
On Ensemble SSL Algorithms for Credit Scoring Problem.
Informatics
Ioannis E. Livieris, Niki Kiriakidou, Andreas Kanavos, Vassilis Tampakas, Panagiotis E. Pintelas
2018 — conf
Performance Evaluation of an SSL Algorithm for Forecasting the Dow Jones Index Stocks.
IISA
Ioannis E. Livieris, Andreas Kanavos, Gerasimos Vonitsanos, Niki Kiriakidou, Anastasios Vikatos, Konstantinos C. Giotopoulos, Vassilis Tampakas