New Insights in Machine Learning and Deep Neural Networks

• Other Authors: Figueira, Álvaro (Editor), Renna, Francesco (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
• Subjects: Information technology industries; Computer science; generative adversarial networks; data augmentation; object identification and scene classification; medical imaging; detecting fake news on social media; facial expression recognition; automatic feature selection; text and narrative representation; image and video reconstruction; prediction analysis
• Online Access: DOAB: download the publication; DOAB: description of the publication

In this Special Issue we gathered ten exemplary papers, each delineating advancements within the spheres of machine learning and deep neural networks. Commencing with a thorough exploration by Figueira and Vaz, readers are introduced to the nuances of synthetic data generation and evaluation, follow...