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2020 – today
- 2023
[j3]Dimitrios Boursinos
, Xenofon D. Koutsoukos:
Efficient probability intervals for classification using inductive venn predictors. Pattern Recognit. 143: 109734 (2023)- 2022
- [c4]Dimitrios Boursinos, Xenofon D. Koutsoukos:
Selective Classification of Sequential Data Using Inductive Conformal Prediction. ICAA 2022: 46-55 - 2021
- [j2]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): 251-264 (2021) - [j1]Dániel Stojcsics, Dimitrios Boursinos, Nagabhushan Mahadevan, Xenofon D. Koutsoukos, Gabor Karsai:
Fault-Adaptive Autonomy in Systems with Learning-Enabled Components. Sensors 21(18): 6089 (2021) - [c3]Dimitrios Boursinos, Xenofon D. Koutsoukos:
Reliable Probability Intervals For Classification Using Inductive Venn Predictors Based on Distance Learning. COINS 2021: 1-7 - [i5]Dimitrios Boursinos, Xenofon D. Koutsoukos:
Assurance Monitoring of Learning Enabled Cyber-Physical Systems Using Inductive Conformal Prediction based on Distance Learning. CoRR abs/2110.03120 (2021) - [i4]Dimitrios Boursinos, Xenofon D. Koutsoukos:
Improving Prediction Confidence in Learning-Enabled Autonomous Systems. CoRR abs/2110.03123 (2021) - [i3]Dimitrios Boursinos, Xenofon D. Koutsoukos:
Reliable Probability Intervals For Classification Using Inductive Venn Predictors Based on Distance Learning. CoRR abs/2110.03127 (2021) - 2020
- [c2]Dimitrios Boursinos, Xenofon D. Koutsoukos:
Improving Prediction Confidence in Learning-Enabled Autonomous Systems. DDDAS 2020: 217-224 - [c1]Dimitrios Boursinos, Xenofon D. Koutsoukos:
Trusted Confidence Bounds for Learning Enabled Cyber-Physical Systems. SP (Workshops) 2020: 228-233 - [i2]Dimitrios Boursinos, Xenofon D. Koutsoukos:
Assurance Monitoring of Cyber-Physical Systems with Machine Learning Components. CoRR abs/2001.05014 (2020) - [i1]Dimitrios Boursinos, Xenofon D. Koutsoukos:
Trusted Confidence Bounds for Learning Enabled Cyber-Physical Systems. CoRR abs/2003.05107 (2020)
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