Giorgio Morales

23 papers A* 1B 3Misc 1Journal 15Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Neutrino Oscillation Parameter Estimation Using Structured Hierarchical Transformers. CoRR Giorgio Morales, Gregory Lehaut, Antonin Vacheret, Frédéric Jurie, Jalal Fadili
2025	A*	`conf`	Adaptive Sampling to Reduce Epistemic Uncertainty Using Prediction Interval-Generation Neural Networks. AAAI Giorgio Morales, John W. Sheppard
2025	J	`jnl`	Decomposable Neuro Symbolic Regression. CoRR Giorgio Morales, John W. Sheppard
2025	J	`jnl`	Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation. IEEE Trans. Neural Networks Learn. Syst. Giorgio Morales, John W. Sheppard
2025	J	`jnl`	Towards Uncertainty Quantification in Generative Model Learning. CoRR Giorgio Morales, Frédéric Jurie, Jalal Fadili
2024	J	`jnl`	Adaptive Sampling to Reduce Epistemic Uncertainty Using Prediction Interval-Generation Neural Networks. CoRR Giorgio Morales, John W. Sheppard
2024	B	`conf`	Counterfactual Analysis of Neural Networks Used to Create Fertilizer Management Zones. IJCNN Giorgio Morales, John W. Sheppard
2024	J	`jnl`	Counterfactual Analysis of Neural Networks Used to Create Fertilizer Management Zones. CoRR Giorgio Morales, John W. Sheppard
2024	—	`conf`	Univariate Skeleton Prediction in Multivariate Systems Using Transformers. ECML/PKDD (8) Giorgio Morales, John W. Sheppard
2024	J	`jnl`	Univariate Skeleton Prediction in Multivariate Systems Using Transformers. CoRR Giorgio Morales, John W. Sheppard
2023	B	`conf`	Counterfactual Explanations of Neural Network-Generated Response Curves. IJCNN Giorgio Morales, John W. Sheppard
2023	J	`jnl`	Counterfactual Explanations of Neural Network-Generated Response Curves. CoRR Giorgio Morales, John W. Sheppard
2023	J	`jnl`	Improved Yield Prediction of Winter Wheat Using a Novel Two-Dimensional Deep Regression Neural Network Trained via Remote Sensing. Sensors Giorgio Morales, John W. Sheppard, Paul B. Hegedus, Bruce D. Maxwell
2022	J	`jnl`	Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation. CoRR Giorgio Morales, John W. Sheppard
2021	B	`conf`	Hyperspectral Band Selection for Multispectral Image Classification with Convolutional Networks. IJCNN Giorgio Morales, John Sheppard, Riley D. Logan, Joseph A. Shaw
2021	J	`jnl`	Hyperspectral Band Selection for Multispectral Image Classification with Convolutional Networks. CoRR Giorgio Morales, John W. Sheppard, Riley D. Logan, Joseph A. Shaw
2021	J	`jnl`	Hyperspectral Dimensionality Reduction Based on Inter-Band Redundancy Analysis and Greedy Spectral Selection. Remote. Sens. Giorgio Morales, John W. Sheppard, Riley D. Logan, Joseph A. Shaw
2021	J	`jnl`	Two-dimensional Deep Regression for Early Yield Prediction of Winter Wheat. CoRR Giorgio Morales, John W. Sheppard
2019	Misc	`conf`	Detecting Violent Robberies in CCTV Videos Using Deep Learning. AIAI Giorgio Morales, Itamar Salazar-Reque, Joel Telles, Daniel Díaz
2019	J	`jnl`	End-to-end Cloud Segmentation in High-Resolution Multispectral Satellite Imagery Using Deep Learning. CoRR Giorgio Morales, Alejandro Ramírez, Joel Telles
2019	J	`jnl`	Estimation of 2D Velocity Model using Acoustic Signals and Convolutional Neural Networks. CoRR Marco Paul E. Apolinario, Samuel Huaman Bustamante, Giorgio Morales, Joel Telles, Daniel Díaz
2018	—	`conf`	Cloud Detection in High-Resolution Multispectral Satellite Imagery Using Deep Learning. ICANN (3) Giorgio Morales, Samuel G. Huamán, Joel Telles
2018	—	`conf`	Shadow Removal in High-Resolution Satellite Images Using Conditional Generative Adversarial Networks. SIMBig Giorgio Morales, Samuel G. Huamán, Joel Telles