Dimitrios Boursinos

According to our database, Dimitrios Boursinos authored at least 8 papers between 2020 and 2023.

Collaborative distances:

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

2023

Efficient probability intervals for classification using inductive venn predictors.

Dimitrios Boursinos, Xenofon D. Koutsoukos

Pattern Recognit., November, 2023

2022

Selective Classification of Sequential Data Using Inductive Conformal Prediction.

Dimitrios Boursinos, Xenofon D. Koutsoukos

Proceedings of the IEEE International Conference on Assured Autonomy, 2022

2021

Fault-Adaptive Autonomy in Systems with Learning-Enabled Components.

Dániel Stojcsics, Dimitrios Boursinos, Nagabhushan Mahadevan, Xenofon D. Koutsoukos, Gabor Karsai

Sensors, 2021

Assurance monitoring of learning-enabled cyber-physical systems using inductive conformal prediction based on distance learning.

Dimitrios Boursinos, Xenofon D. Koutsoukos

Artif. Intell. Eng. Des. Anal. Manuf., 2021

Reliable Probability Intervals For Classification Using Inductive Venn Predictors Based on Distance Learning.

Dimitrios Boursinos, Xenofon D. Koutsoukos

Proceedings of the 2021 IEEE International Conference on Omni-Layer Intelligent Systems, 2021

2020

Assurance Monitoring of Cyber-Physical Systems with Machine Learning Components.

Dimitrios Boursinos, Xenofon D. Koutsoukos

CoRR, 2020

Trusted Confidence Bounds for Learning Enabled Cyber-Physical Systems.

Dimitrios Boursinos, Xenofon D. Koutsoukos

Proceedings of the 2020 IEEE Security and Privacy Workshops, 2020

Improving Prediction Confidence in Learning-Enabled Autonomous Systems.

Dimitrios Boursinos, Xenofon D. Koutsoukos

Proceedings of the Dynamic Data Driven Applications Systems, 2020