3 papers
cs.LG2025
Counterfactual Explanation for Multivariate Time Series Forecasting with Exogenous Variables
Keita Kinjo
Currently, machine learning is widely used across various domains, including time series data analysis. However, some machine learning models function as black boxes, making interp…
cs.AI2025
Analysis of Customer Journeys Using Prototype Detection and Counterfactual Explanations for Sequential Data
Keita Kinjo
Recently, the proliferation of omni-channel platforms has attracted interest in customer journeys, particularly regarding their role in developing marketing strategies. However, fe…
cs.SI2024
Diversity and Inclusion Index with Networks and Similarity: Analysis and its Application
Keita Kinjo
In recent years, the concepts of ``diversity'' and ``inclusion'' have attracted considerable attention across a range of fields, encompassing both social and biological disciplines…