Author Identification Using a Tensor Space Representation. - Spyridon Plakias; Efstathios Stamatatos (ECAI, 2008)

Tensor Space Models for Authorship Identification. - Spyridon Plakias; Efstathios Stamatatos (SETN, 2008)

Exploiting the use of auto encoder and recurrent neural networks for robust to noise control. - Spyridon Plakias; Yiannis S. Boutalis (MED, 2017)

Generative Adversarial Networks for Unsupervised Fault Detection. - Spyridon Plakias; Yiannis S. Boutalis (ECC, 2018)

Adaptive One-Step Model Predictive Control Using Lyapunov Theory-Based Deep Neural Networks. - Spyridon Plakias; Yiannis S. Boutalis (MED, 2018)

Lyapunov Theory-Based Fusion Neural Networks for the Identification of Dynamic Nonlinear Systems. - Spyridon Plakias; Yiannis S. Boutalis (Int. J. Neural Syst., 2019)

Exploiting the generative adversarial framework for one-class multi-dimensional fault detection. - Spyridon Plakias; Yiannis S. Boutalis (Neurocomputing, 2019)

Fault detection and identification of rolling element bearings with Attentive Dense CNN. - Spyridon Plakias; Yiannis S. Boutalis (Neurocomputing, 2020)

A Multi-Scale Deep Learning Attention-based Feature Method for Rolling Elements Bearing Fault Detection in Industrial Motor Drives. - Yannis L. Karnavas; Spyridon Plakias; Ioannis D. Chasiotis (MOCAST, 2021)

Deep convolutional features for image retrieval. - Socratis Gkelios; Aphrodite Sophokleous; Spyridon Plakias; Yiannis S. Boutalis; Savvas A. Chatzichristofis (Expert Syst. Appl., 2021)

A novel information processing method based on an ensemble of Auto-Encoders for unsupervised fault detection. - Spyridon Plakias; Yiannis S. Boutalis (Comput. Ind., 2022)

Predicting Football Team Performance with Explainable AI: Leveraging SHAP to Identify Key Team-Level Performance Metrics. - Serafeim P. Moustakidis; Spyridon Plakias; Christos Kokkotis; Themistoklis Tsatalas; Dimitrios Tsaopoulos (Future Internet, 2023)

A Unified Framework for Structural - Temporal Coherence in Graph Neural Networks for Data-Driven Fault Identification. - Spyridon Plakias; Yiannis S. Boutalis (ICSTCC, 2024)