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スマート農業2:画像解析による乳牛の飼養管理
[ 全著者名 ] 大和田 勇人, Niken Prasasti Martono
[ 掲載誌名 ] 映像情報メディア学会誌 (The Journal of The Institute of Image Information and Television Engineers)
[ 掲載年月 ] 2024年 11月
[ 著作区分 ] レフェリー付学術論文(日本語)
Evaluating the Impact of Windowing Techniques on Fourier Transform-Preprocessed Signals for Deep Learning-Based ECG Classification
[ 全著者名 ] Niken Prasasti Martono, Hayato Ohwada
[ 掲載誌名 ] Hearts
[ 掲載年月 ] 2024年 10月
[ 著作区分 ] レフェリー付学術論文(外国語)
Deep Learning-Based Indoor Localization Using Wireless Sensor Network: An Efficient Approach for Livestock Monitoring
[ 全著者名 ] Niken Prasasti Martono, Tomohide Sawada, Tom Uchino, Hayato Ohwada
[ 掲載誌名 ] Vietnam Journal of Computer Science
[ 掲載年月 ] 2024年 4月
[ 著作区分 ] レフェリー付学術論文(外国語)
Novel in silico screening system for plant defense activators using deep learning-based prediction of reactive oxygen species accumulation.
[ 全著者名 ] Masayuki Kogoshi, Daiki Nishio, Nobutaka Kitahata, Hayato Ohwada, Kazuyuki Kuchitsu, Hideyuki Mizuno and Takamitsu Kurusu
[ 掲載誌名 ] Plant Methods
[ 掲載年月 ] 2023年 12月
[ 著作区分 ] レフェリー付学術論文(外国語)
Advancements in Precision Agriculture for Foaling with Automated Water Break Detection using Image Recognition Technology
[ 全著者名 ] Tom Uchino Niken Prasasti Martono Hayato Ohwada Takashi Hatazoe
[ 掲載誌名 ] International Journal of Agriculture and Biology
[ 掲載年月 ] 2023年 10月
[ 著作区分 ] レフェリー付学術論文(外国語)
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)
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