Numerical Intelligent Systems Laboratory

HSI-BandSelection

Developing Low-Cost Multispectral Imagers using Inter-Band Redundancy Analysis and Greedy Spectral Selection in Hyperspectral Imaging.

PredictionIntervals

DualAQD: Dual Accuracy-quality-driven Prediction Intervals

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

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ManagementZonesCFE

Counterfactual Analysis of Neural Networks Used to Create Fertilizer Management Zones

MultiSetSR

Symbolic Regression with Univariate Skeleton Prediction in Multivariate Systems Using Transformers