Federico Zocco

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 20

Top Topics

Variable Selection

Neural Network Training

Top Venues

Eng. Appl. Artif. Intell.

IEEE Robotics Autom. Lett.

Publications

Federico Zocco, Denis Sleath, Shahin Rahimifard
Towards a Thermodynamical Deep-Learning-Vision-Based Flexible Robotic Cell for Circular Healthcare. CoRR (2024)
Federico Zocco, Wassim M. Haddad, Andrea Corti, Monica Malvezzi
A Unification Between Deep-Learning Vision, Compartmental Dynamical Thermodynamics, and Robotic Manipulation for a Circular Economy. CoRR (2024)
Mien Van, Yuzhu Sun, Stephen Mcllvanna, Minh-Nhat Nguyen, Federico Zocco, Zhijie Liu
Control of Multiple AUV Systems With Input Saturations Using Distributed Fixed-Time Consensus Fuzzy Control. IEEE Trans. Fuzzy Syst. 32 (5) (2024)
Federico Zocco, Daniel Lake, Shahin Rahimifard
Synchronized Object Detection for Autonomous Sorting, Mapping, and Quantification of Medical Materials. CoRR (2024)
Federico Zocco, Shahin Rahimifard
Visual Material Characteristics Learning for Circular Healthcare. CoRR (2023)
Federico Zocco, Marco Maggipinto, Gian Antonio Susto, Seán F. McLoone
Lazy FSCA for unsupervised variable selection. Eng. Appl. Artif. Intell. 124 (2023)
Federico Zocco, Hsueh-Cheng Wang, Mien Van
Digital Twins for Marine Operations: A Brief Review on Their Implementation. CoRR (2023)
Federico Zocco, Tzu-Chieh Lin, Ching-I Huang, Hsueh-Cheng Wang, Mohammad Omar Khyam, Mien Van
Towards More Efficient EfficientDets and Real-Time Marine Debris Detection. IEEE Robotics Autom. Lett. 8 (4) (2023)
Mien Van, Yuzhu Sun, Stephen McIlvanna, Minh-Nhat Nguyen, Federico Zocco, Zhijie Liu, Hsueh-Cheng Wang
Distributed Fixed-Time Consensus Control for Multiple AUV Systems with Input Saturations. CoRR (2023)
Federico Zocco, Ching-I Huang, Hsueh-Cheng Wang, Mohammad Omar Khyam, Mien Van
Towards More Efficient EfficientDets and Low-Light Real-Time Marine Debris Detection. CoRR (2022)
Federico Zocco, Seán F. McLoone
Recovery of linear components: Reduced complexity autoencoder designs. Eng. Appl. Artif. Intell. 109 (2022)
Federico Zocco, Beatrice Smyth, Pantelis Sopasakis
Circularity of Thermodynamical Material Networks: Indicators, Examples and Algorithms. CoRR (2022)
Federico Zocco, Marco Maggipinto, Gian Antonio Susto, Seán F. McLoone
Greedy Search Algorithms for Unsupervised Variable Selection: A Comparative Study. CoRR (2021)
Federico Zocco, Seán F. McLoone
Material Measurement Units: Foundations Through a Survey. CoRR (2021)
Federico Zocco, Beatrice Smyth, Pantelis Sopasakis
Thermodynamical Material Networks for Modeling, Planning and Control of Circular Material Flows. CoRR (2021)
Gian Antonio Susto, Marco Maggipinto, Federico Zocco, Seán F. McLoone
Induced Start Dynamic Sampling for Wafer Metrology Optimization. IEEE Trans Autom. Sci. Eng. 17 (1) (2020)
Federico Zocco, Seán F. McLoone
An Adaptive Memory Multi-Batch L-BFGS Algorithm for Neural Network Training. CoRR (2020)
Federico Zocco, Seán F. McLoone
Recovery of Linear Components: Reduced Complexity Autoencoder Designs. CoRR (2020)
Marco Maggipinto, Gian Antonio Susto, Federico Zocco, Seán F. McLoone
What are the Most Informative Data for Virtual Metrology? A use case on Multi-Stage Processes Fault Prediction. CASE (2019)
Federico Zocco, Seán F. McLoone
Mean Squared Error vs. Frame Potential for Unsupervised Variable Selection. LSMS/ICSEE (2) (2017)