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Financial Distress Model Prediction Using Machine Learning: A Case Study on Indonesia’s Consumers Cyclical Companies

[ 全著者名 ] Niken Prasasti Martono, Hayato Ohwada

[ 掲載誌名 ] Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part II

[ 掲載年月 ] 2023年 1月

[ 著作区分 ] レフェリー付学術論文（外国語）

Machine Learning Prediction for Supplemental Oxygen Requirement in Patients with COVID-19

[ 全著者名 ] Yutaka Igarashi, Kan Nishimura, Kei Ogawa, Nodoka Miyake, Taiki Mizobuchi, Kenta Shigeta, Hirofumi Obinata, Yasuhiro Takayama, Takashi Tagami, Masahiro Seike, Hayato Ohwada, Shoji Yokobori

[ 掲載誌名 ] Journal of Nippon Medical School

[ 掲載年月 ] 2022年 4月

[ 著作区分 ] レフェリー付学術論文（外国語）

Interpretable Rules Using Inductive Logic Programming Explaining Machine Learning Models: Case Study of Subclinical Mastitis Detection for Dairy Cows

[ 全著者名 ] Haruka Motohashi, Hayato Ohwada

[ 掲載誌名 ] Advances in Science, Technology and Engineering Systems Journal

[ 掲載年月 ] 2022年 4月

[ 著作区分 ] レフェリー付学術論文（外国語）

Machine Learning for Prediction of Successful Extubation of Mechanical Ventilated Patients in an Intensive Care Unit: A Retrospective Observational Study

[ 全著者名 ] Takanobu Otaguro, Hidenori Tanaka, Yutaka Igarashi, Takashi Tagami, Tomohiko Masuno, Shoji Yokobori, Hisashi Matsumoto, Hayato Ohwada, Hiroyuki Yokota

[ 掲載誌名 ] Journal of Nippon Medical School

[ 掲載年月 ] 2021年 10月

[ 著作区分 ] レフェリー付学術論文（外国語）

CADM1 and SPC25 Gene Mutations in Lung Cancer Patients With Idiopathic Pulmonary Fibrosis

[ 全著者名 ] Aya Fukuizumi, Rintaro Noro, Masahiro Seike, Akihiko Miyanaga, Yuji Minegishi, Miwako Omori, Mamiko Hirao, Kuniko Matsuda, Shinobu Kunugi, Kazutaka Nishiwaki, Masahiro Morimoto, Haruka Motohashi, Hayato Ohwada, Jitsuo Usuda, Akihiko Gemma

[ 掲載誌名 ] JTO Clinical and Research Reports

[ 掲載年月 ] 2021年 10月

[ 著作区分 ] レフェリー付学術論文（外国語）

Indicators of Acute Kidney Injury as Biomarkers to Differentiate Heatstroke from Coronavirus Disease 2019: A Retrospective Multicenter Analysis

[ 全著者名 ] Hirofumi Obinata, Shoji Yokobori, Kei Ogawa, Yasuhiro Takayama, Shuichi Kawano, Toshimitsu Ito, Toru Takiguchi, Yutaka Igarashi, Ryuta Nakae, Tomohiko Masuno, Hayato Ohwada

[ 掲載誌名 ] Journal of Nippon Medical School

[ 掲載年月 ] 2021年 3月

[ 著作区分 ] レフェリー付学術論文（外国語）

Modelling the change of white blood cell on colorectal cancer treatment using probit regression

[ 全著者名 ] Heri Kuswanto, Nesia Balqis, Hayato Ohwada, Setiawan Toha

[ 掲載誌名 ] Electronic Journal of Applied Statistical Analysis

[ 掲載年月 ] 2020年 5月

[ 著作区分 ] レフェリー付学術論文（外国語）

Predicting Cerebral Aneurysm Rupture by Gradient Boosting Decision Tree using Clinical, Hemodynamic,and Morphological Information

[ 全著者名 ] Toshiyuki Haruhara, Hideto Ohgi, Masaaki Suzuki, Hiroyuki Takao, Takashi Suzuki, Soichiro Fujimura, Toshihiro Ishibashi, Makoto Yamamoto,Yuichi Murayama, and Hayato Ohwada

[ 掲載誌名 ] EPiC Series in Computing

[ 掲載年月 ] 2020年 3月

[ 著作区分 ] レフェリー付学術論文（外国語）

Hybrid Genetic Algorithm with Auto-tuning Parameters and K-mean Clustering Strategy for Multimodal Optimization

[ 全著者名 ] Krisanarach Nitisiri, Hayato Ohwada and Mitsuo Gen

[ 掲載誌名 ] 日本設備管理学会誌

[ 掲載年月 ] 2019年 10月

[ 著作区分 ] レフェリー付学術論文（外国語）

Ensemble based machine learning for optimizing toxicity in cancer drug discovery

[ 全著者名 ] Heri Kuswanto, Erlin Sukmaputri, Hayato Ohwada

[ 掲載誌名 ] ICIC Express Letters

[ 掲載年月 ] 2019年 8月

[ 著作区分 ] レフェリー付学術論文（外国語）

Classification Using Naive Bayes to Predict Radiation Protection in Cancer Drug Discovery: a Case of Mixture Based Grouped Data

[ 全著者名 ] Heri Kuswanto, Rizky Mubarok, Hayato Ohwada

[ 掲載誌名 ] International Journal of Artificial Intelligence

[ 掲載年月 ] 2019年 3月

[ 著作区分 ] レフェリー付学術論文（外国語）

A parallel multi-objective genetic algorithm with learning based mutation for railway scheduling

[ 全著者名 ] Krisanarach Nitisiri, Mitsuo Gen and Hayato Ohwada

[ 掲載誌名 ] Computers & Industrial Engineering

[ 掲載年月 ] 2019年 2月

[ 著作区分 ] レフェリー付学術論文（外国語）

Comparison of Feature Selection Methods to Classify Inhibitors in DUD-E Database

[ 全著者名 ] Heri Kuswanto, Renny Yunia Nurhidayah, Hayato Ohwada

[ 掲載誌名 ] Procedia Computer Science

[ 掲載年月 ] 2018年 10月

[ 著作区分 ] レフェリー付学術論文（外国語）

Classification of CSR Using Latent Dirichlet Allocation and Analysis of the Relationship Between CSR and Corporate Value

[ 全著者名 ] Kazuya Uekado, Ling Feng, Masaaki Suzuki, Hayato Ohwada

[ 掲載誌名 ] Lecture Notes in Artificial Intelligence

[ 掲載年月 ] 2018年 8月

[ 著作区分 ] レフェリー付学術論文（外国語）

Automatic Measurement and Determination of Body Condition Score of Cows Based on 3D Images Using CNN, Journal of Robotics and Mechatronics

[ 全著者名 ] Masahiro Shigeta, Reiichirou Ike, Hiroshi Takemura, and Hayato Ohwada

[ 掲載誌名 ] Journal of Robotics and Mechatronics

[ 掲載年月 ] 2018年 4月

[ 著作区分 ] レフェリー付学術論文（外国語）

Deep 3D Convolutional Neural Network Architectures for Alzheimer’s Disease Diagnosis

[ 全著者名 ] Hiroki Karasawa, Chien-Liang Liu, Hayato Ohwada

[ 掲載誌名 ] Intelligent Information and Database Systems. ACIIDS 2018. Lecture Notes in Computer Science, Springer

[ 掲載年月 ] 2018年 3月

[ 著作区分 ] レフェリー付学術論文（外国語）

Parallel Inductive Logic Programming System for Superlinear Speedup

[ 全著者名 ] Hiroyuki Nishiyama and Hayato Ohwada

[ 掲載誌名 ] Inductive Logic Programming, Lecture Notes in Arificial Intelligence (LNAI)

[ 掲載年月 ] 2018年 3月

[ 著作区分 ] レフェリー付学術論文（外国語）

An Analysis of Motion Transition in Subtle Errors using Inductive Logic Programming: A Case Study in Approaches to Mild Cognitive Impairment

[ 全著者名 ] Niken Prasasti Martono, Keisuke Abe, Takehiko Yamaguchi and Hayato Ohwada

[ 掲載誌名 ] International Journal of Software Science and Computational Intelligence

[ 掲載年月 ] 2018年 1月

[ 著作区分 ] レフェリー付学術論文（外国語）

Enzyme Classification on DUD-E Database Using Logistic Regression Ensemble (Lorens)

[ 全著者名 ] Kuswanto H., Melasasi J.N., Ohwada H

[ 掲載誌名 ] Innovative Computing, Optimization and Its Applications. Studies in Computational Intelligence

[ 掲載年月 ] 2018年 1月

[ 著作区分 ] レフェリー付学術論文（外国語）

Special issue on inductive logic programming

[ 全著者名 ] Katsumi Inoue, Hayato Ohwada, Akihiro Yamamoto

[ 掲載誌名 ] Machine Learning

[ 掲載年月 ] 2017年 12月

[ 著作区分 ] レフェリー付学術論文（外国語）

Comparison Between Selective Sampling and Random Undersampling for Classification of Customer Defection Using Support Vector Machine

[ 全著者名 ] Heri Kuswanto, Yogi Sarumaha and Hayato Ohwada

[ 掲載誌名 ] Journal of Computer Science

[ 掲載年月 ] 2017年 10月

[ 著作区分 ] レフェリー付学術論文（外国語）

Generating Rules of Action Transition in Errors in Daily Activities from a Virtual Reality-Based Training Data

[ 全著者名 ] Niken Prasasti Martono, Keisuke Abe, Takehiko Yamaguchi, Hayato Ohwada, Tania Giovannetti

[ 掲載誌名 ] Human Interface and the Management of Information: Supporting Learning, Decision-Making and Collaboration. HIMI 2017. Lecture Notes in Computer Science, Springer

[ 掲載年月 ] 2017年 8月

[ 著作区分 ] レフェリー付学術論文（外国語）

Building a Classifier of Onset Stroke Prediction Using Random Tree Algorithm

[ 全著者名 ] Yu-Chen Chen, Takashi Suzuki, Masaaki Suzuki, Hiroyuki Takao, Yuichi Murayama, and Hayato Ohwada

[ 掲載誌名 ] International Journal of Machine Learning and Computing

[ 掲載年月 ] 2017年 8月

[ 著作区分 ] レフェリー付学術論文（外国語）

Discovering Rules of Subtle Deficits Indicating Mild Cognitive Impairment Using Inductive Logic Programming

[ 全著者名 ] HKeisuke Abe, Niken Prasasti Martono, Takehiko Yamaguchi, Hayato Ohwada, Tania Giovannetti

[ 掲載誌名 ] Human Interface and the Management of Information: Supporting Learning, Decision-Making and Collaboration. HIMI 2017. Lecture Notes in Computer Science, Springer

[ 掲載年月 ] 2017年 8月

[ 著作区分 ] レフェリー付学術論文（外国語）

Detecting Small Bowel Strangulation using Circulating Cell-Free DNA with Machine Learning

[ 全著者名 ] Kazutaka Nishiwaki, Takeshi Yamada, Takuma Iwai, Goro Takahashi, Eiji Uchida and Hayato Ohwada

[ 掲載誌名 ] International Journal of Machine Learning and Computing

[ 掲載年月 ] 2017年 6月

[ 著作区分 ] レフェリー付学術論文（外国語）

Gene Selection from Microarray Data for Alzheimer's Disease Using Random Forest

[ 全著者名 ] Kazutaka Nishiwaki, Katsutoshi Kanamori and Hayato Ohwada

[ 掲載誌名 ] International Journal of Software Science and Computational Intelligence

[ 掲載年月 ] 2017年 4月

[ 著作区分 ] レフェリー付学術論文（外国語）