Sustainable and Intelligent Design

Fun4Design

Project Title: Function-oriented, multi-material Design of sustainable mechanical systems. Project Goal: The overall goal of Fun4Design is the function-oriented, multi-material…

Industrial object and defect recognition utilizing multilevel feature extraction from industrial scenes with Deep Learning approach

Ioannis D. Apostolopoulos, Mpesiana A. Tzani

Journal of Ambient Intelligence and Humanized Computing — Vol. 14, No. 8, pp. 10263-10276 10.1007/s12652-021-03688-7

An Explainable Deep Learning Framework for Detecting and Localising Smoke and Fire Incidents: Evaluation of Grad-CAM++ and LIME

Ioannis D. Apostolopoulos, Ifigeneia Athanasoula, Mpesi Tzani, Peter P. Groumpos

Machine Learning and Knowledge Extraction — Vol. 4, No. 4, pp. 1124-1135 10.3390/make4040057