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ORCIDFotis Kopsaftopoulos
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2020 – today
- 2024
[c9]Alvin Chen
, Fotis Kopsaftopoulos, Sandipan Mishra:
Online Fault Detection for Metal Additive Manufacturing with Data-Driven Time Series Models. DDDAS/Infosymbiotics 2024: 23-30- [c8]Peiyuan Zhou, Yiming Fan, Fotis Kopsaftopoulos:
Information Fusion of Ultrasonic Waves and Low-Frequency Vibrations: Leveraging Probabilistic Machine Learning and Stochastic Time Series Models for Structural Awareness. DDDAS/Infosymbiotics 2024: 60-68 - 2023
- [j5]Elkin Cruz-Camacho, Ahmad Amer, Fotis Kopsaftopoulos, Carlos A. Varela:
Formal Safety Envelopes for Provably Accurate State Classification by Data-Driven Flight Models. J. Aerosp. Inf. Syst. 20(1): 3-16 (2023) - 2022
- [c7]Shabbir Ahmed, Fotis Kopsaftopoulos:
Statistical Active-Sensing Structural Health Monitoring via Stochastic Time-Varying Time Series Models. ACC 2022: 3599-3606 - [c6]Peiyuan Zhou, Saswata Paul, Airin Dutta, Carlos A. Varela, Fotis Kopsaftopoulos:
On Formal Verification of Data-Driven Flight Awareness: Leveraging the Cramér-Rao Lower Bound of Stochastic Functional Time Series Models. DDDAS 2022: 44-52 - 2021
- [j4]Shabbir Ahmed, Fotis Kopsaftopoulos:
Stochastic Identification of Guided Wave Propagation under Ambient Temperature via Non-Stationary Time Series Models. Sensors 21(16): 5672 (2021) - 2020
- [c5]Shabbir Ahmed, Ahmad Amer, Carlos A. Varela, Fotis Kopsaftopoulos:
Data-Driven State Awareness for Fly-by-Feel Aerial Vehicles via Adaptive Time Series and Gaussian Process Regression Models. DDDAS 2020: 57-65 - [c4]Elkin Cruz-Camacho, Saswata Paul, Fotis Kopsaftopoulos, Carlos A. Varela:
Towards Provably Correct Probabilistic Flight Systems. DDDAS 2020: 236-244 - [c3]Saswata Paul, Fotis Kopsaftopoulos, Stacy Patterson, Carlos A. Varela:
Dynamic Data-Driven Formal Progress Envelopes for Distributed Algorithms. DDDAS 2020: 245-252
2010 – 2019
- 2019
- [j3]Xi Chen, Fotis Kopsaftopoulos, Qi Wu, He Ren, Fu-Kuo Chang:
A Self-Adaptive 1D Convolutional Neural Network for Flight-State Identification. Sensors 19(2): 275 (2019) - 2018
- [j2]Xi Chen, Fotis Kopsaftopoulos, Qi Wu, He Ren, Fu-Kuo Chang:
Flight State Identification of a Self-Sensing Wing via an Improved Feature Selection Method and Machine Learning Approaches. Sensors 18(5): 1379 (2018) - [p1]Fotis Kopsaftopoulos, Fu-Kuo Chang:
A Dynamic Data-Driven Stochastic State-Awareness Framework for the Next Generation of Bio-inspired Fly-by-Feel Aerospace Vehicles. Handbook of Dynamic Data Driven Applications Systems 2018: 697-721 - 2016
- [j1]Dimitrios Sotiriou, Fotis Kopsaftopoulos, Spilios D. Fassois:
An Adaptive Time-Series Probabilistic Framework for 4-D Trajectory Conformance Monitoring. IEEE Trans. Intell. Transp. Syst. 17(6): 1606-1616 (2016) - [i1]Fotis Kopsaftopoulos, Raphael Nardari, Yu-Hung Li, Fu-Kuo Chang:
A Stochastic Global Identification Framework for Aerospace Vehicles Operating Under Varying Flight States. CoRR abs/1612.04896 (2016) - 2013
- [c2]Vangelis Petratos, Dimitrios Dimogianopoulos, Fotis Kopsaftopoulos, Spilios D. Fassois:
A novel robust MPC based aircraft auto-throttle for performing 4D contract flights. ASCC 2013: 1-6 - [c1]Fotis P. Kopsaftopoulos, Spilios D. Fassois:
An adaptive time series framework for aircraft 4D trajectory conformance monitoring. ECC 2013: 872-877
Coauthor Index
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