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ORCIDGiorgio Morales
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2020 – today
- 2026
[i13]Giorgio Morales
, Gregory Lehaut, Antonin Vacheret, Frédéric Jurie, Jalal Fadili:
Neutrino Oscillation Parameter Estimation Using Structured Hierarchical Transformers. CoRR abs/2603.22342 (2026)- [i12]Giorgio Morales, John Sheppard:
Learning Parametric Nitrogen Fertilizer Response Curves Using Neuro Symbolic Regression. CoRR abs/2605.31276 (2026) - 2025
- [j3]Giorgio Morales, John W. Sheppard:
Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation. IEEE Trans. Neural Networks Learn. Syst. 36(2): 2843-2853 (2025) - [c9]Giorgio Morales, John W. Sheppard:
Adaptive Sampling to Reduce Epistemic Uncertainty Using Prediction Interval-Generation Neural Networks. AAAI 2025: 19546-19553 - [i11]Giorgio Morales, John W. Sheppard:
Decomposable Neuro Symbolic Regression. CoRR abs/2511.04124 (2025) - [i10]Giorgio Morales, Frédéric Jurie, Jalal Fadili:
Towards Uncertainty Quantification in Generative Model Learning. CoRR abs/2511.10710 (2025) - 2024
- [c8]Giorgio Morales, John W. Sheppard:
Counterfactual Analysis of Neural Networks Used to Create Fertilizer Management Zones. IJCNN 2024: 1-8 - [c7]Daniele Rege Cambrin, Lorenzo Vaiani, Isaac Corley, Nils Lehmann, Giorgio Morales, Pascal Tribel:
Seismic Monitoring and Analysis Challenge (SMAC) Report. PKDD/ECML Workshops (4) 2024: 23-31 - [c6]Giorgio Morales, John W. Sheppard:
Univariate Skeleton Prediction in Multivariate Systems Using Transformers. ECML/PKDD (8) 2024: 107-125 - [i9]Giorgio Morales, John W. Sheppard:
Counterfactual Analysis of Neural Networks Used to Create Fertilizer Management Zones. CoRR abs/2403.10730 (2024) - [i8]Giorgio Morales, John W. Sheppard:
Univariate Skeleton Prediction in Multivariate Systems Using Transformers. CoRR abs/2406.17834 (2024) - [i7]Giorgio Morales, John W. Sheppard:
Adaptive Sampling to Reduce Epistemic Uncertainty Using Prediction Interval-Generation Neural Networks. CoRR abs/2412.10570 (2024) - 2023
- [j2]Giorgio Morales, John W. Sheppard, Paul B. Hegedus, Bruce D. Maxwell:
Improved Yield Prediction of Winter Wheat Using a Novel Two-Dimensional Deep Regression Neural Network Trained via Remote Sensing. Sensors 23(1): 489 (2023) - [c5]Giorgio Morales, John W. Sheppard:
Counterfactual Explanations of Neural Network-Generated Response Curves. IJCNN 2023: 1-8 - [i6]Giorgio Morales, John W. Sheppard:
Counterfactual Explanations of Neural Network-Generated Response Curves. CoRR abs/2304.04063 (2023) - 2022
- [i5]Giorgio Morales, John W. Sheppard:
Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation. CoRR abs/2212.06370 (2022) - 2021
- [j1]Giorgio Morales, John W. Sheppard, Riley D. Logan, Joseph A. Shaw:
Hyperspectral Dimensionality Reduction Based on Inter-Band Redundancy Analysis and Greedy Spectral Selection. Remote. Sens. 13(18): 3649 (2021) - [c4]Giorgio Morales, John Sheppard, Riley D. Logan, Joseph A. Shaw:
Hyperspectral Band Selection for Multispectral Image Classification with Convolutional Networks. IJCNN 2021: 1-8 - [i4]Giorgio Morales, John W. Sheppard, Riley D. Logan, Joseph A. Shaw:
Hyperspectral Band Selection for Multispectral Image Classification with Convolutional Networks. CoRR abs/2106.00645 (2021) - [i3]Giorgio Morales, John W. Sheppard:
Two-dimensional Deep Regression for Early Yield Prediction of Winter Wheat. CoRR abs/2111.08069 (2021)
2010 – 2019
- 2019
- [c3]Giorgio Morales, Itamar Salazar-Reque, Joel Telles, Daniel Díaz:
Detecting Violent Robberies in CCTV Videos Using Deep Learning. AIAI 2019: 282-291 - [i2]Giorgio Morales, Alejandro Ramírez, Joel Telles:
End-to-end Cloud Segmentation in High-Resolution Multispectral Satellite Imagery Using Deep Learning. CoRR abs/1904.12743 (2019) - [i1]Marco Paul E. Apolinario, Samuel Huaman Bustamante, Giorgio Morales, Joel Telles, Daniel Díaz:
Estimation of 2D Velocity Model using Acoustic Signals and Convolutional Neural Networks. CoRR abs/1906.04310 (2019) - 2018
- [c2]Giorgio Morales, Samuel G. Huamán, Joel Telles:
Cloud Detection in High-Resolution Multispectral Satellite Imagery Using Deep Learning. ICANN (3) 2018: 280-288 - [c1]Giorgio Morales, Samuel G. Huamán, Joel Telles:
Shadow Removal in High-Resolution Satellite Images Using Conditional Generative Adversarial Networks. SIMBig 2018: 328-340
Coauthor Index
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