Diagnosis by Volatile Organic Compounds in Exhaled Breath from Lung Cancer Patients Using Support Vector Machine Algorithm. - Yuichi Sakumura; Yutaro Koyama; Hiroaki Tokutake; Toyoaki Hida; Kazuo Sato; Toshio Itoh; Takafumi Akamatsu; Woosuck Shin (Sensors, 2017)

Feature Selection Using Distance from Classification Boundary and Monte Carlo Simulation. - Yutaro Koyama; Kazushi Ikeda; Yuichi Sakumura (ICONIP (4), 2018)

Selective Detection of Target Volatile Organic Compounds in Contaminated Air Using Sensor Array with Machine Learning: Aging Notes and Mold Smells in Simulated Automobile Interior Contaminant Gases. - Toshio Itoh; Yutaro Koyama; Woosuck Shin; Takafumi Akamatsu; Akihiro Tsuruta; Yoshitake Masuda; Kazuhisa Uchiyama (Sensors, 2020)