Search Results for author: Shogo Okada

Found 3 papers, 0 papers with code

Estimating Driver Personality Traits from On-Road Driving Data

no code implementations9 Feb 2023 Ryusei Kimura, Takahiro Tanaka, Yuki Yoshihara, Kazuhiro Fujikake, Hitoshi Kanamori, Shogo Okada

As a first step toward implementing such adaptive assistance systems, this research aims to develop a model to estimate drivers' psychological characteristics, such as cognitive function, psychological driving style, and workload sensitivity, from on-road driving behavioral data using machine learning and deep learning techniques.

Time Series Analysis

IDPS Signature Classification with a Reject Option and the Incorporation of Expert Knowledge

no code implementations19 Jul 2022 Hidetoshi Kawaguchi, Yuichi Nakatani, Shogo Okada

The effectiveness of the proposed classification model is evaluated in experiments with two real datasets composed of signatures labeled by experts: a dataset that can be classified with if-then rules and a dataset with elements that do not match an if-then rule.

Intrusion Detection

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