Giorgio Morales

Postdoc, GREYC, Université de Caen Normandie

Joined

May 2022

Names

Giorgio Morales (Preferred)

Emails

****@student.montana.edu (Confirmed)

****@gmail.com (Confirmed)

****@ieee.org (Confirmed)

Personal Links

Career & Education History

Postdoc

GREYC, Université de Caen Normandie (unicaen.fr)

2025 – Present

PhD student

Computer Science, Montana State University (cs.montana.edu)

2019 – 2025

Researcher

INICTEL-UNI (inictel-uni.edu.pe)

2014 – 2019

Advisors, Relations & Conflicts

PhD Advisor

John W. Sheppard

2019 – 2025

Expertise

No areas of expertise listed

Publications

Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation
Giorgio Morales, John W. Sheppard
- IEEE Trans. Neural Networks Learn. Syst. 2025
- Readers: Everyone
Adaptive Sampling to Reduce Epistemic Uncertainty Using Prediction Interval-Generation Neural Networks
Giorgio Morales, John W. Sheppard
- AAAI 2025
- Readers: Everyone
Counterfactual Analysis of Neural Networks Used to Create Fertilizer Management Zones
Giorgio Morales, John W. Sheppard
- IJCNN 2024
- Readers: Everyone
Univariate Skeleton Prediction in Multivariate Systems Using Transformers
Giorgio Morales, John W. Sheppard
- ECML/PKDD (8) 2024
- Readers: Everyone
Improved Yield Prediction of Winter Wheat Using a Novel Two-Dimensional Deep Regression Neural Network Trained via Remote Sensing
Giorgio Morales, John W. Sheppard, Paul B. Hegedus, Bruce D. Maxwell
- Sensors 2023
- Readers: Everyone
Counterfactual Explanations of Neural Network-Generated Response Curves
Giorgio Morales, John W. Sheppard
- IJCNN 2023
- Readers: Everyone
Two-dimensional Deep Regression for Early Yield Prediction of Winter Wheat
Giorgio Morales, John W. Sheppard
- CoRR 2021
- Readers: Everyone
Hyperspectral Dimensionality Reduction Based on Inter-Band Redundancy Analysis and Greedy Spectral Selection
Giorgio Morales, John W. Sheppard, Riley D. Logan, Joseph A. Shaw
- Remote. Sens. 2021
- Readers: Everyone
Hyperspectral Band Selection for Multispectral Image Classification with Convolutional Networks
Giorgio Morales, John Sheppard, Riley D. Logan, Joseph A. Shaw
- IJCNN 2021
- Readers: Everyone
End-to-end Cloud Segmentation in High-Resolution Multispectral Satellite Imagery Using Deep Learning
Giorgio Morales, Alejandro Ramírez, Joel Telles
- CoRR 2019
- Readers: Everyone

View all 14 publications