Numerical Intelligent Systems Laboratory's repositories
HSI-BandSelection
Developing Low-Cost Multispectral Imagers using Inter-Band Redundancy Analysis and Greedy Spectral Selection in Hyperspectral Imaging. Remote Sensing 2021.
PredictionIntervals
DualAQD: Dual Accuracy-quality-driven Prediction Intervals. IEEE TNNLS 2023.
MultiSetSR
Symbolic Regression with Univariate Skeleton Prediction in Multivariate Systems Using Transformers. ECML 2024
AdaptiveSampling
Adaptive Sampling to Reduce Epistemic Uncertainty Using Prediction Interval-Generation Neural Networks. AAAI 2025.
ResponsivityAnalysis
Counterfactual explanations for the identification of the features with the highest relevance on the shape of response curves generated by neural network black boxes. IJCNN 2023.
Lab-Resources
Resources for NISL members
ManagementZonesCFE
Counterfactual Analysis of Neural Networks Used to Create Fertilizer Management Zones. IJCNN 2024.