Explainable Neuro-Fuzzy Prediction for Trustworthy Decision-Making in Maritime

arXiv:2609.24358 · cs.LG · Submitted 2026-09-21 · Read on arXiv

cs.LG

Submitted: 2026-09-21

Updated: 2026-09-21

Comments: Accepted at the 34th European Signal Processing Conference (EUSIPCO 2026)

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Explainability — 11× in this paper · explained in 3 episodes
AUC — 5× in this paper · explained in 2 episodes
Fuzzy Decision Tree — 5× in this paper
Benchmark — 4× in this paper · explained in 2 episodes
Fuzzy Classifier Head — 3× in this paper
Predictive Maintenance — 3× in this paper · explained in 2 episodes
Accuracy — 2× in this paper · explained in 1 episode
Degraded Compressor State — 2× in this paper
Ensemble Learning — 2× in this paper · explained in 2 episodes
European Union — 2× in this paper
Pruning — 2× in this paper · explained in 4 episodes
Aggregation — 1× in this paper · explained in 1 episode
Area Under the Receiver Operating Characteristic Curve — 1× in this paper
Classification and Regression Tree — 1× in this paper
Consistency — 1× in this paper · explained in 3 episodes
Generalization — 1× in this paper · explained in 13 episodes
Latent Space — 1× in this paper · explained in 7 episodes
Rank Correlation — 1× in this paper
Regularization — 1× in this paper · explained in 3 episodes
Robustness — 1× in this paper · explained in 5 episodes
Support Vector Machine — 1× in this paper
Transformer — 1× in this paper · explained in 2 episodes

Sources

DCNFIS: Deep Convolutional Neuro-Fuzzy Inference System

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