Dimitrios Boursinos

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 12

Top Topics

Distance Learning

Confidence Bounds

Top Venues

Pattern Recognit.

Publications

Dimitrios Boursinos, Xenofon D. Koutsoukos
Efficient probability intervals for classification using inductive venn predictors. Pattern Recognit. 143 (2023)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Selective Classification of Sequential Data Using Inductive Conformal Prediction. ICAA (2022)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Improving Prediction Confidence in Learning-Enabled Autonomous Systems. CoRR (2021)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Reliable Probability Intervals For Classification Using Inductive Venn Predictors Based on Distance Learning. COINS (2021)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Assurance monitoring of learning-enabled cyber-physical systems using inductive conformal prediction based on distance learning. Artif. Intell. Eng. Des. Anal. Manuf. 35 (2) (2021)
Dániel Stojcsics, Dimitrios Boursinos, Nagabhushan Mahadevan, Xenofon D. Koutsoukos, Gabor Karsai
Fault-Adaptive Autonomy in Systems with Learning-Enabled Components. Sensors 21 (18) (2021)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Reliable Probability Intervals For Classification Using Inductive Venn Predictors Based on Distance Learning. CoRR (2021)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Assurance Monitoring of Learning Enabled Cyber-Physical Systems Using Inductive Conformal Prediction based on Distance Learning. CoRR (2021)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Trusted Confidence Bounds for Learning Enabled Cyber-Physical Systems. CoRR (2020)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Trusted Confidence Bounds for Learning Enabled Cyber-Physical Systems. SP Workshops (2020)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Improving Prediction Confidence in Learning-Enabled Autonomous Systems. DDDAS (2020)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Assurance Monitoring of Cyber-Physical Systems with Machine Learning Components. CoRR (2020)