Naonori Ueda

Infinite Plaid Models for Infinite Bi-Clustering

2016 · Proceedings of the AAAI Conference on Artificial Intelligence

We propose a probabilistic model for non-exhaustive and overlapping (NEO) bi-clustering. Our goal is to extract a few sub-matrices from the given data matrix, where entries of a sub-matrix are characterized by a specific distribution …

SHapley Additive exPlanations (SHAP) for Landslide Susceptibility Models: Shedding Light on Explainable AI

2025 · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences

Abstract. This research examines the effectiveness of the SHapley Additive exPlanations (SHAP) approach in enhancing the interpretability of landslide susceptibility models. With the growing popularity of machine learning, we aim to understand how geoenvironmental and …