Spyridon Plakias

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 10

Top Topics

Fault Detection

Model Predictive Control

Top Venues

Int. J. Neural Syst.

Publications

Serafeim P. Moustakidis, Spyridon Plakias, Christos Kokkotis, Themistoklis Tsatalas, Dimitrios Tsaopoulos
Predicting Football Team Performance with Explainable AI: Leveraging SHAP to Identify Key Team-Level Performance Metrics. Future Internet 15 (5) (2023)
Spyridon Plakias, Yiannis S. Boutalis
A novel information processing method based on an ensemble of Auto-Encoders for unsupervised fault detection. Comput. Ind. 142 (2022)
Socratis Gkelios, Aphrodite Sophokleous, Spyridon Plakias, Yiannis S. Boutalis, Savvas A. Chatzichristofis
Deep convolutional features for image retrieval. Expert Syst. Appl. 177 (2021)
Yannis L. Karnavas, Spyridon Plakias, Ioannis D. Chasiotis
A Multi-Scale Deep Learning Attention-based Feature Method for Rolling Elements Bearing Fault Detection in Industrial Motor Drives. MOCAST (2021)
Spyridon Plakias, Yiannis S. Boutalis
Fault detection and identification of rolling element bearings with Attentive Dense CNN. Neurocomputing 405 (2020)
Spyridon Plakias, Yiannis S. Boutalis
Exploiting the generative adversarial framework for one-class multi-dimensional fault detection. Neurocomputing 332 (2019)
Spyridon Plakias, Yiannis S. Boutalis
Lyapunov Theory-Based Fusion Neural Networks for the Identification of Dynamic Nonlinear Systems. Int. J. Neural Syst. 29 (9) (2019)
Spyridon Plakias, Yiannis S. Boutalis
Adaptive One-Step Model Predictive Control Using Lyapunov Theory-Based Deep Neural Networks. MED (2018)
Spyridon Plakias, Yiannis S. Boutalis
Generative Adversarial Networks for Unsupervised Fault Detection. ECC (2018)
Spyridon Plakias, Yiannis S. Boutalis
Exploiting the use of auto encoder and recurrent neural networks for robust to noise control. MED (2017)
Spyridon Plakias, Efstathios Stamatatos
Author Identification Using a Tensor Space Representation. ECAI (2008)
Spyridon Plakias, Efstathios Stamatatos
Tensor Space Models for Authorship Identification. SETN (2008)