■Vol.9（2023）No.2 クリックするとJ-STAGEの電子ジャーナルが開きます

CONTENTS

tqs.9.62A Method to Improve Serendipity of Recommendation Lists Based on Collaborative Metric Learning
 Akiko Yoneda,
Ryota Matsunae,
Haruka Yamashita,
Masayuki Goto
tqs.9.74Using Image data for Machine Learning-Based Defect Detection
Kanki Fujita,
Shizu Itaka,
Tomomichi Suzuki
tqs.9.83Optimal Maintenance Policy for Deteriorating Systems Subject to External Shock Damage Under a Semi-Markov Decision Process
Zirui Wang,
Lu Jin,
Watalu Yamamoto
tqs.9.98Differences in the Understanding of Enviromentally Conscious Behavior between Companies and Consumers
 Chisato Kajihara,
Yuri Harasaki,
Masakuni Tsunezawa,
Kohei Sugiyama,
Kazuyuki Tasaka,
Ayako Noguchi,
Takeshi Fukushima
tqs.9.109A Semi-Supervised Learning model for Predicting User Attributes Based on Ladder Network
Mizuki TAKEUCHI,
Taichi IMAFUKU,
Yuta SAKAI,
Masayuki GOTO

■Vol.9（2023）No.1 クリックするとJ-STAGEの電子ジャーナルが開きます

CONTENTS

tqs.9.1The T-method with the application of sparse modeling
 Ryo Asano,
Masato Ohkubo,
　Shinto Eguchi,
Yasushi Nagata
tqs.9.8Ensemble Pruning of MT Method
Katsuhiko Tateishi,
Hiroki Iwamoto,
Yasushi Nagata
tqs.9.18Deep Anomaly Detection for Automotive Components by Oversampling
Chika Yokocho,
Hironobu Kawamura,
Kozaburo Nirasawa
tqs.9.29Condition-based Maintenance for a Wiener Deterioration Process under Consideration of Heterogeneity in Spare Unit
Population
 Mizuki Kasuya,
Jin Lu
tqs.9.42Multivariate Hierarchical Bayesian Control Charts for High-mix Low-Volume Production
Mizuki Takada,
Kota Goto,
Hironobu Kawamura
tqs.9.53Analysis of the Relationship among Recruitment Evaluations and Personality Impressions using Video Interviews
Mika Inadomi,
Akira Kuzuhara,
Shizu Itaka,
Aya Ishigaki,
Taku Harada,
Tomomichi Suzuki

■Vol.8（2022）No.2 クリックするとJ-STAGEの電子ジャーナルが開きます

CONTENTS

tqs.8.61Box–Meyer method with Less Computational Complexity for 2-level Supersaturated Designs
 Kyosuke Kitagawa,
Dongyuan Liu,
Hironobu Kawamura
tqs.8.70A Consideration of the Recognition Taguchi Method Using High-Dimensional Principal Component Analysis
Ryo Asano,
Masato Ohkubo,
Yasushi Nagata
tqs.8.77Evaluation of the Recommendation Effect of Individual Interventions in a Recommender System
Taichi IMAFUKU,
Tatsuya KAWAKAMI,
Tianxiang YANG,
Masayuki GOTO
tqs.8.89New Anomaly Detection Method based on the Multivariate Generalized Pareto Distributions
Ryo Nezaki,
Hideki Nagatsuka
tqs.8.100A Study on Out-of-Distribution Detection based on Generative Models Trained for Each Discriminant Class
Ryota MATSUNAE,
Fuyu SAITO,
 Haruka YAMASHITA,
Masayuki GOTO
tqs.8.113Store Analysis Using Latent Representation of Robust Variational Autoencoder Based on Sales History Data
Ryogo OKUBO,
Ryosuke UEHARA,
Gendo KUMOI,
Masayuki GOTO,
Tomohiro YOSHIKAI

■Vol.8（2022）No.1 クリックするとJ-STAGEの電子ジャーナルが開きます

CONTENTS

tqs.8.1Mahalanobis-Taguchi Method for Anomaly Detection and Classification
Kentaro Honma,
Masato Ohkubo,
Shinto Eguchi,
Yasushi Nagata
tqs.8.14Adaptation of the Mahalanobis–Taguchi Method to Ordinal Scale
Hiroki IWAMOTO,
Yasushi NAGATA
tqs.8.23Evaluation of Crisis Awareness and Behavioral Changes of Medical Staff against Disasters
Chisato KAJIHARA,
Sango MAKIMURA,
Takayuki MASUI,
Takahiro ATSUMI,
Katsuya ONOKI
tqs.8.32A comparative survey on the certification effect of Occupational Health and Safety Management System
Naoki Kono,
Masaaki Kaneko,
Shingo Saito,
Chikako Makino,
Shu Yamada
tqs.8.40Joint maintenance and load-sharing optimization for two-unit systems with workload-dependent deterioration
Ryoya Ashizawa,
Lu Jin
tqs.8.51Optimal Age-replacement Policy for Series Systems Considering Maintenance Time
Kentaro Fujioka,
Lu Jin

■Vol.7（2021）No.3 クリックするとJ-STAGEの電子ジャーナルが開きます

CONTENTS

tqs.7.102New Stochastic Degradation Models Based on the Family of Powered Inverse Gaussian Distributions
Takuya Fushihara,
Hideki Nagatsuka
tqs.7.113Optimal Replacement Policy for a Deteriorating System Subjected to a Geometric Brownian Motion
Ryohei Yoshida,
Lu Jin
tqs.7.125Analytical Model of Customer Purchasing Behavior Considering Event Characteristics on Flower Delivery Business
Aya Kitasato,
Kenya Nonaka,
Haruka Yamashita,
Masayuki Goto
tqs.7.137A Conditional Maximum Likelihood Estimation of the COM-Poisson Distribution and its Uniqueness and Existence
Youhei Tomio,
Hideki Nagatsuka
tqs.7.149An Analytical Model of Response Interval Between Employees on Business Chat Systems Based on Latent Class Model
Fuyu Saito,
Ayako Yamagiwa,
Tianxiang Yang,
Masayuki Goto
tqs.7.161Process Adjustment and Monitoring in the Gear Grinding Process
Kota Goto,
Fumiko Ogawa,
Hironobu Kawamura
tqs.7.173A Method for Software Test DesignConsidering Weakness and Adverse Condition
Koichi Tanizaki,
Yasuaki Hiruta,
Takeshi Soma,
Naohiro Yamao,
Shogo Kato,
Yoshinori Iizuka
tqs.7.190Hierarchical Bayesian Control Charts Based on the Spatial Autoregressive Model
Seiya Kadoishi,
Hironobu Kawamura

■Vol.7（2021）No.2 クリックするとJ-STAGEの電子ジャーナルが開きます

CONTENTS

tqs.7.51Statistical analysis and prediction in American football
Yu Takezaki,
Yasushi Nagata
tqs.7.60Discussion on supersaturated design and its data analysis method in computer experiments
Arata Ueda,
Shu Yamada
tqs.7.69A Prediction Model of Runs Allowed Based on Latent-Class Markov Chain for Starters of Professional Baseball Pitchers
Ryosuke UEHARA,
Takuma MATSUMOTO,
Kenta MIKAWA,
Masayuki GOTO
tqs.7.82Verification of an Individual Training System in Blood Collection through Data Acquisition and Analysis
Ryoko Shimono,
Rie Akinaga
tqs.7.89Threshold policy of condition-based maintenance for amulti-state system and deteriorating sensor
Genda Satoshi,
Jin Lu

■Vol.7（2021）No.1 クリックするとJ-STAGEの電子ジャーナルが開きます

CONTENTS

tqs.7.1Imputation Method for Missing Values Considering Temperature Fluctuations with High Locality
Keitoku Yoshino,
Shizu Itaka,
Tomomichi Suzuki
tqs.7.10A study of MT systems applied to multivariate regression
Shota Nakayama,
Suguru Sekine,
Yasushi Nagata
tqs.7.23A Study on Planning and Evaluation of Disaster Exercise Based on Disaster Records
Chisato KAJIHARA,
Takayuki MASUI,
Takahiro ATSUMI,
Katsuya ONOKI,
Masahiko MUNECHIKA
tqs.7.31Measurement Precision with Ordinal Categorical Data considering Dose-response Relationships
Shunsuke Tanigaki,
Jun-ichi Takeshita,
Shizu Itaka,
Tomomichi Suzuki
tqs.7.42A comparison of MT and RT methods for missing data analysis methods
Kakeru Nishizawa,
Masahiro Maeda,
Yasushi Nagata

■Vol.6（2020）No.3 クリックするとJ-STAGEの電子ジャーナルが開きます

CONTENTS

tqs.6.70A study on promotion method of effective initiatives for establishment of the Integrated Community Care System
Shinki FURUKAWA,
Chisato KAJIHARA,
Akira SHINDO,
Masahiko MUNECHIKA
tqs.6.84Setting Control Limits in a Multivariate Exponentially Weighted Moving Likelihood Control Chart
Takumi SARUHASHI,
Masato OHKUBO,
Yuma UENO,
Yasushi NAGATA
tqs.6.91Optimizing Opportunistic Maintenance by Using a Semi-Markov Decision Process
Yu Odajima,
Jin Lu

■Vol.6（2020）No.2 クリックするとJ-STAGEの電子ジャーナルが開きます

CONTENTS

tqs.6.43Comprehensive description of main effects and interactions in Plackett Burman design
Yoshiki OISHI,
Shu YAMADA
tqs.6.52A case study on integration of vehicle defect and recall information analysis
Yasuyuki Yamamoto,
Shu Yamada
tqs.6.60An Extension of Semi-supervised Boosting to Multi-valued Classification Problems
Yuta Sakai,
Kazuki Yasui,
Kenta Mikawa,
Masayuki Goto

■Vol.6（2020）No.1 クリックするとJ-STAGEの電子ジャーナルが開きます

CONTENTS

tqs.6.1A Stochastic Degradation Model Based on the Birnbaum-Saunders Distribution
Kenji Fujita,
Hideki Nagatsuka
tqs.6.11Construction of Fractional Factorial Design Considering Accuracy and Robustness in the Estimation of Main Effects
Yumiko Taguchi,
Shu Yamada
tqs.6.20A Performance Comparison of Combinations of 2-level Supersaturated Designs and Analysis Methods
Dongyuan Liu,
Kyohei Funahashi,
Hironobu Kawamura
tqs.6.34A research on application of inverse estimation by Gaussian process regression to computer experiments
Mio Nagashima,
Shu Yamada

■ Vol.5（2019）No.3（クリックするとJ-STAGEの電子ジャーナルが開きます）

CONTENTS

tqs.5.92A study on design method of questionnaire survey in Integrated Community Care System
Shinki FURUKAWA,
Masahiko MUNECHIKA,
Chisato KAJIHARA
tqs.5.102Proposal for a new single imputation method using Taguchi’s T-method
Yuto Nakao,
Yasushi Nagata
tqs.5.111Prediction of Influenza Outbreaks Using Pharmacy Sales Data
Dongyuan Liu,
Kyohei Funahashi,
Hironobu Kawamura
tqs.6.34A research on application of inverse estimation by Gaussian process regression to computer experiments
Yoshikazu Sunamura,
Xiao-Nan Lu,
Yuzuru Hayashi,
Mitsuo Saito,
Tomomichi Suzuki

■ Vol.5（2019）No.2（クリックするとJ-STAGEの電子ジャーナルが開きます）

CONTENTS

tqs.5.53A study on the psychological change of consumer based on AIDAS model
Mana Takaya,
Haruka Yamashita
tqs.5.64Imbalanced data classification procedure based on SMOTE
Daiki Gyoten,
Masato Ohkubo,
Yasushi Nagata
tqs.5.72Control Charts Based on Hierarchical Bayesian Modeling
Seiya Kadoishi,
Hironobu Kawamura
tqs.5.81Evaluation on alias relations between main effect and interaction in Plackett Burman design (N=20) and its application to guide assignments
Yoshiki OISHI,
Shu YAMADA

■ Vol.5（2019）No.1（クリックするとJ-STAGEの電子ジャーナルが開きます）

CONTENTS

tqs.5.1Proposal for a univariate time series analysis method based on Taguchi’s T-method
Shushiro Matsui,
Yasushi Nagata
tqs.5.11A Study of Feature Clustering Analysis based on the Hidden Layer Representation of an Autoencoder
Shimpei Kanazawa,
Yuuki Sugiyama,
Tianxiang Yang,
Masayuki Goto
tqs.5.23Analytical Model of Customer Purchase Behavior Considering Page Transitions on EC Site
M Hotoda,
H Mizuochi,
G Kumoi,
M Goto
tqs.5.34Quality Control for Private Statistics about the Estimated Scale of the Foodservice Market
Yukari Ueki,
Tomohiro Nakajima,
Hironobu Kawamura
tqs.5.45A Study on the Swiss Draw Style Tournament System Reflecting Game Results and Their Content
Kazuhiro Umemura,
Tomomichi Suzuki,
Yasushi Nagata