Spilios D. Fassois

Publication Activity (10 Years)

Years Active: 1998-2021
Publications (10 Years): 2

Top Topics

Adaptive Algorithms

Fault Detection

Hyperparameters

Top Venues

IEEE Trans. Intell. Transp. Syst.

Signal Process.

Publications

Panayiotis Theodoropoulos, Christos C. Spandonidis, Giannopoulos Fotis, Spilios D. Fassois
A Deep Learning-Based Fault Detection Model for Optimization of Shipping Operations and Enhancement of Maritime Safety. Sensors 21 (16) (2021)
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) (2016)
Dimitrios I. Sotiriou, Spilios D. Fassois
Non-stationary adaptive time series modeling for aircraft 4D trajectory conformance monitoring. ISCCSP (2014)
Luis David Avendaño-Valencia, Spilios D. Fassois
Decoupled estimation of the parameters and hyperparameters of generalized stochastic constraint TARMA models. ISCCSP (2014)
M. D. Spiridonakos, Spilios D. Fassois
Adaptable functional series TARMA models for non-stationary signal representation and their application to mechanical random vibration modeling. Signal Process. 96 (2014)
Vangelis Petratos, Dimitrios Dimogianopoulos, Fotis Kopsaftopoulos, Spilios D. Fassois
A novel robust MPC based aircraft auto-throttle for performing 4D contract flights. ASCC (2013)
Fotis P. Kopsaftopoulos, Spilios D. Fassois
An adaptive time series framework for aircraft 4D trajectory conformance monitoring. ECC (2013)
Dimitrios Dimogianopoulos, John D. Hios, Spilios D. Fassois
FDI for Aircraft Systems Using Stochastic Pooled-NARMAX Representations: Design and Assessment. IEEE Trans. Control. Syst. Technol. 17 (6) (2009)
Demosthenis D. Rizos, Spilios D. Fassois
Friction Identification Based Upon the LuGre and Maxwell Slip Models. IEEE Trans. Control. Syst. Technol. 17 (1) (2009)
Paraskevi A. Samara, George N. Fouskitakis, John S. Sakellariou, Spilios D. Fassois
A Statistical Method for the Detection of Sensor Abrupt Faults in Aircraft Control Systems. IEEE Trans. Control. Syst. Technol. 16 (4) (2008)
Dimitrios Dimogianopoulos, John D. Hios, Spilios D. Fassois
Integral minimum variance-like control for pooled non-linear representations with application to an aircraft system. Int. J. Control 80 (5) (2007)
JinHyoung Oh, Ashwani K. Padthe, Dennis S. Bernstein, Demosthenis D. Rizos, Spilios D. Fassois
Duhem Models for Hysteresis in Sliding and Presliding Friction. CDC/ECC (2005)
Aggelos G. Poulimenos, Spilios D. Fassois
On the estimation of non-stationary functional series tarma models. EUSIPCO (2005)
Demosthenis D. Rizos, Spilios D. Fassois
Maxwell Slip Model Based Identification and Control of Systems with Friction. CDC/ECC (2005)
Paraskevi A. Samara, George N. Fouskitakis, John S. Sakellariou, Spilios D. Fassois
Aircraft angle-of-attack virtual sensor design via a functional pooling narx methodology. ECC (2003)
Ch. N. Stavropoulos, Spilios D. Fassois
Non-stationary functional series modeling and analysis of hardware reliability series: a comparative study using rail vehicle interfailure times. Reliab. Eng. Syst. Saf. 68 (2) (2000)
George N. Fouskitakis, Spilios D. Fassois
Pseudolinear estimation of fractionally integrated ARMA (ARFIMA) models with automotive application. IEEE Trans. Signal Process. 47 (12) (1999)
P. Nurprasetio, Spilios D. Fassois
Multivariate dimensional accuracy data analysis in automobile assembly: Modeling, reduction and quality control issues. ECC (1999)
R. Ben Mrad, Spilios D. Fassois, Joel A. Levitt
A polynomial-algebraic method for non-stationary TARMA signal analysis. EUSIPCO (1998)
R. Ben Mrad, Spilios D. Fassois, Joel A. Levitt
A polynomial-algebraic method for non-stationary TARMA signal analysis - Part II: Application to modeling and prediction of power consumption in automobile active suspension systems. Signal Process. 65 (1) (1998)
R. Ben Mrad, Spilios D. Fassois, Joel A. Levitt
A polynomial-algebraic method for non-stationary TARMA signal analysis - Part I: The method. Signal Process. 65 (1) (1998)