Charalambos Eliades

According to our database, Charalambos Eliades authored at least 10 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

ICM ensemble with novel betting functions for concept drift.

Charalambos Eliades, Harris Papadopoulos

Mach. Learn., September, 2024

2023

A Conformal Martingales Ensemble Approach for addressing Concept Drift.

Charalambos Eliades, Harris Papadopoulos

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023

2022

A Betting Function for addressing Concept Drift with Conformal Martingales.

Charalambos Eliades, Harris Papadopoulos

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2022

2021

Using inductive conformal martingales for addressing concept drift in data stream classification.

Charalambos Eliades, Harris Papadopoulos

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2021

2020

A histogram based betting function for conformal martingales.

Charalambos Eliades, Harris Papadopoulos

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2020

2019

Automatic face recognition with well-calibrated confidence measures.

Charalambos Eliades, Ladislav Lenc, Pavel Král, Harris Papadopoulos

Mach. Learn., 2019

Applying Conformal Prediction to Control an Exoskeleton.

Charalambos Eliades, Harris Papadopoulos

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2019

2018

Android malware detection with unbiased confidence guarantees.

Harris Papadopoulos, Nestoras Georgiou, Charalambos Eliades, Andreas Konstantinidis

Neurocomputing, 2018

Detecting seizures in EEG recordings using conformal prediction.

Charalambos Eliades, Harris Papadopoulos

Proceedings of the 7th Symposium on Conformal and Probabilistic Prediction and Applications, 2018

2017

Conformal Prediction for Automatic Face Recognition.

Charalambos Eliades, Harris Papadopoulos

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2017