Fotis Giannopoulos

Evaluation of deep learning approaches for oil & gas pipeline leak detection using wireless sensor networks

Christos Spandonidis, P. Theodoropoulos, Fotis Giannopoulos et al. · Engineering Applications of Artificial Intelligence · 2022 · 122 citations

Deep Learning Approaches, Convolutional Neural Network, Deep Neural Networks +9

A Combined Semi-Supervised Deep Learning Method for Oil Leak Detection in Pipelines Using IIoT at the Edge

Christos Spandonidis, P. Theodoropoulos, Fotis Giannopoulos · Sensors · 2022 · 49 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +26

A Deep Learning-Based Fault Detection Model for Optimization of Shipping Operations and Enhancement of Maritime Safety

P. Theodoropoulos, Christos Spandonidis, Fotis Giannopoulos et al. · Sensors · 2021 · 46 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +18

Development of a MEMS-Based IoV System for Augmenting Road Traffic Survey

Christos Spandonidis, Fotis Giannopoulos, Elias Sedikos et al. · IEEE Transactions on Instrumentation and Measurement · 2022 · 17 citations

A Novel Intelligent IoT System for Improving the Safety and Planning of Air Cargo Operations

Christos Spandonidis, Elias Sedikos, Fotis Giannopoulos et al. · Signals · 2022 · 13 citations · Full text