Marco Maggipinto

A Convolutional Autoencoder Approach for Feature Extraction in Virtual Metrology

Marco Maggipinto, Chiara Masiero, Alessandro Beghi et al. · Procedia Manufacturing · 2018 · 87 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

A Computer Vision-Inspired Deep Learning Architecture for Virtual Metrology Modeling With 2-Dimensional Data

Marco Maggipinto, Matteo Terzi, Chiara Masiero et al. · IEEE Transactions on Semiconductor Manufacturing · 2018 · 61 citations

Convolutional Neural Network, Engineering, Machine Learning +20

DeepVM: A Deep Learning-based approach with automatic feature extraction for 2D input data Virtual Metrology

Marco Maggipinto, Alessandro Beghi, Seán McLoone et al. · Journal of Process Control · 2019 · 51 citations · Full text

3D Computer Vision, Geometric Learning, Machine Vision +11

A Deep Convolutional Autoencoder-Based Approach for Anomaly Detection With Industrial, Non-Images, 2-Dimensional Data: A Semiconductor Manufacturing Case Study

Marco Maggipinto, Alessandro Beghi, Gian Antonio Susto · IEEE Transactions on Automation Science and Engineering · 2022 · 43 citations

Convolutional Neural Network, Image Analysis, Machine Learning +15

A Deep Learning-based Approach to Anomaly Detection with 2-Dimensional Data in Manufacturing

Marco Maggipinto, Alessandro Beghi, Gian Antonio Susto · 2019 · 18 citations

Convolutional Neural Network, Anomaly Detection, Machine Learning +19