Spyridon Plakias

13 papers A 1Journal 6Unranked 6

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	A Unified Framework for Structural - Temporal Coherence in Graph Neural Networks for Data-Driven Fault Identification. ICSTCC Spyridon Plakias, Yiannis S. Boutalis
2023	J	`jnl`	Predicting Football Team Performance with Explainable AI: Leveraging SHAP to Identify Key Team-Level Performance Metrics. Future Internet Serafeim P. Moustakidis, Spyridon Plakias, Christos Kokkotis, Themistoklis Tsatalas, Dimitrios Tsaopoulos
2022	J	`jnl`	A novel information processing method based on an ensemble of Auto-Encoders for unsupervised fault detection. Comput. Ind. Spyridon Plakias, Yiannis S. Boutalis
2021	—	`conf`	A Multi-Scale Deep Learning Attention-based Feature Method for Rolling Elements Bearing Fault Detection in Industrial Motor Drives. MOCAST Yannis L. Karnavas, Spyridon Plakias, Ioannis D. Chasiotis
2021	J	`jnl`	Deep convolutional features for image retrieval. Expert Syst. Appl. Socratis Gkelios, Aphrodite Sophokleous, Spyridon Plakias, Yiannis S. Boutalis, Savvas A. Chatzichristofis
2020	J	`jnl`	Fault detection and identification of rolling element bearings with Attentive Dense CNN. Neurocomputing Spyridon Plakias, Yiannis S. Boutalis
2019	J	`jnl`	Exploiting the generative adversarial framework for one-class multi-dimensional fault detection. Neurocomputing Spyridon Plakias, Yiannis S. Boutalis
2019	J	`jnl`	Lyapunov Theory-Based Fusion Neural Networks for the Identification of Dynamic Nonlinear Systems. Int. J. Neural Syst. Spyridon Plakias, Yiannis S. Boutalis
2018	—	`conf`	Adaptive One-Step Model Predictive Control Using Lyapunov Theory-Based Deep Neural Networks. MED Spyridon Plakias, Yiannis S. Boutalis
2018	—	`conf`	Generative Adversarial Networks for Unsupervised Fault Detection. ECC Spyridon Plakias, Yiannis S. Boutalis
2017	—	`conf`	Exploiting the use of auto encoder and recurrent neural networks for robust to noise control. MED Spyridon Plakias, Yiannis S. Boutalis
2008	A	`conf`	Author Identification Using a Tensor Space Representation. ECAI Spyridon Plakias, Efstathios Stamatatos
2008	—	`conf`	Tensor Space Models for Authorship Identification. SETN Spyridon Plakias, Efstathios Stamatatos