Fotis Kopsaftopoulos

15 papers C 1Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2024 — conf
Information Fusion of Ultrasonic Waves and Low-Frequency Vibrations: Leveraging Probabilistic Machine Learning and Stochastic Time Series Models for Structural Awareness.
DDDAS/Infosymbiotics
Peiyuan Zhou, Yiming Fan, Fotis Kopsaftopoulos
2024 — conf
Online Fault Detection for Metal Additive Manufacturing with Data-Driven Time Series Models.
DDDAS/Infosymbiotics
Alvin Chen, Fotis Kopsaftopoulos, Sandipan Mishra
2023 J jnl
Formal Safety Envelopes for Provably Accurate State Classification by Data-Driven Flight Models.
J. Aerosp. Inf. Syst.
Elkin Cruz-Camacho, Ahmad Amer, Fotis Kopsaftopoulos, Carlos A. Varela
2022 — conf
On Formal Verification of Data-Driven Flight Awareness: Leveraging the Cramér-Rao Lower Bound of Stochastic Functional Time Series Models.
DDDAS
Peiyuan Zhou, Saswata Paul, Airin Dutta, Carlos A. Varela, Fotis Kopsaftopoulos
2022 C conf
Statistical Active-Sensing Structural Health Monitoring via Stochastic Time-Varying Time Series Models.
ACC
Shabbir Ahmed, Fotis Kopsaftopoulos
2021 J jnl
Stochastic Identification of Guided Wave Propagation under Ambient Temperature via Non-Stationary Time Series Models.
Sensors
Shabbir Ahmed, Fotis Kopsaftopoulos
2020 — conf
Data-Driven State Awareness for Fly-by-Feel Aerial Vehicles via Adaptive Time Series and Gaussian Process Regression Models.
DDDAS
Shabbir Ahmed, Ahmad Amer, Carlos A. Varela, Fotis Kopsaftopoulos
2020 — conf
Dynamic Data-Driven Formal Progress Envelopes for Distributed Algorithms.
DDDAS
Saswata Paul, Fotis Kopsaftopoulos, Stacy Patterson, Carlos A. Varela
2020 — conf
Towards Provably Correct Probabilistic Flight Systems.
DDDAS
Elkin Cruz-Camacho, Saswata Paul, Fotis Kopsaftopoulos, Carlos A. Varela
2019 J jnl
A Self-Adaptive 1D Convolutional Neural Network for Flight-State Identification.
Sensors
Xi Chen, Fotis Kopsaftopoulos, Qi Wu, He Ren, Fu-Kuo Chang
2018 — ch.
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
Fotis Kopsaftopoulos, Fu-Kuo Chang
2018 J jnl
Flight State Identification of a Self-Sensing Wing via an Improved Feature Selection Method and Machine Learning Approaches.
Sensors
Xi Chen, Fotis Kopsaftopoulos, Qi Wu, He Ren, Fu-Kuo Chang
2016 J jnl
A Stochastic Global Identification Framework for Aerospace Vehicles Operating Under Varying Flight States.
CoRR
Fotis Kopsaftopoulos, Raphael Nardari, Yu-Hung Li, Fu-Kuo Chang
2016 J jnl
An Adaptive Time-Series Probabilistic Framework for 4-D Trajectory Conformance Monitoring.
IEEE Trans. Intell. Transp. Syst.
Dimitrios Sotiriou, Fotis Kopsaftopoulos, Spilios D. Fassois
2013 — conf
A novel robust MPC based aircraft auto-throttle for performing 4D contract flights.
ASCC
Vangelis Petratos, Dimitrios Dimogianopoulos, Fotis Kopsaftopoulos, Spilios D. Fassois