Michiharu Kudo  Michiharu Kudo photo         

contact information

Senior Technical Staff Member
IBM Research - Tokyo, Japan
  

links

Professional Associations

Professional Associations:  ACM  |  Information Processing Society of Japan (IPSJ)  |  Japan Society of Security Management

more information

More information:  Search by Google Scholar (JP)


2020

Increasing tendency of urine protein is a risk factor for rapid eGFR decline in patients with CKD: A machine learning-based prediction model by using a big database
Daijo Inaguma, Akimitsu Kitagawa, Ryosuke Yanagiya, Akira Koseki, Toshiya Iwamori, Michiharu Kudo, Yukio Yuzawa
PLoS One, Public Library of Science, 2020
Abstract

Creation of eGFR decrease prediction model of Diabetes Kidney Disease by using AI (in Japanese)
Masaki Makino, Ryo Yoshimoto, Masaki Ono, Toru Aihara, Akira Koseki, Michiharu Kudo, Kyoichi Haida, Noriyo Maeda, Jun Kuroda, Ryosuki Yanagiya, Atsushi Suzuki
35th annual meeting of Japan Diabetes Society, 2020

A machine learning-based prediction model for trajectory of eGFR in chronic kidney disease patients with rapid decline of eGFR by using a big database
Daijo Inaguma, Akimitsu Kitagawa, Ryosuke Yanagiya, Akira Koseki, Toshiya Iwamori, Michiharu Kudo, Shingo Fukuma, Yukio Yuzawa
American Society of Nephrology, Kidney Week, 2020

AI Prediction of Chronic Kidney Disease Stage Progression Combinations for Type 2 Diabetes Mellitus
Kohtaroh Miyamoto, Akira Koseki, Michiharu Kudo
80th American Diabetes Association Scientific Sessions, 2020

Prediction of heart failures for diabetics only using major longitudinal lab test results
Akira Koseki, Takuya Ohko, Michiharu Kudo, Masaki Makino, Atsushi Suzuki
80th American Diabetes Association Scientific Sessions, 2020


2019

A machine learning-based prediction model for rapid glomerular filtration rate decline in patients with chronic kidney disease by using a big database
Daijo Inaguma, Yukio Yuzawa, Ryosuke Yanagiya, Akira Koseki, Toshiya Iwamori, Michiharu Kudo
American Society of Nephrology, Kidney Week 2019
Abstract

Artificial intelligence predicts the progression of diabetic kidney disease using big data machine learning
Masaki Makino, Ryo Yoshimoto, Masaki Ono, Toshinari Itoko, Takayuki Katsuki, Akira Koseki, Michiharu Kudo, Kyoichi Haida, Jun Kuroda, Ryosuke Yanagiya, Eiichi Saitoh, Kiyotaka Hoshinaga, Yukio Yuzawa, Atsushi Suzuki
Nature Scientific Reports, 2019
Abstract

Influence of Past Information to Precision of Diabetic Nephropathy Aggravation Prediction
Akira Koseki, Masaki Ono, Michiharu Kudo, Kyoichi Haida, Masaki Makino, and Atsushi Suzuki
American Diabetes Association (ADA) 79th Scientific Sessions, American Diabetes Association, 2019

A preliminary investigation on diet of diabetics to improve nutrition therapy using AI Laboratory (in Japanese)
Ryo Yoshimoto, Masaki Makino, Izumi Hiratsuka, Yasumasa Yoshino, Wakako Maki, Sahoko Ueda, Ayako Kakita, Megumi Shibata, Yusuke Seino, Takeshi Takayanagi, Kohtaroh Miyamoto, Tohru Aihara, Masaki Ono, Akira Koseki, Michiharu Kudo, Kyoichi Haida, Kayo Maeda, Jun Kuroda, Ryosuke Yanagiya, Nobuki Hayakawa, Atsuyshi Suzuki
Japan Society of Metabolism and Clinical Nutrition, 2019

Building Diabetical Nephropathy Prediction Model Using AI (in Japanese)
Masaki Makino, Masaki Ono, Toshinari Itoko, Takayuki Katsuki, Akira Koseki, Michiharu Kudo, Kyoichi Haida, Jun Kuroda, Ryosuke Yanagiya, Yukio Yuzawa, Eiichi Sato, Kiyotaka Hoshinaga, and Atsushi Suzuki
Annual Meeting of The Japan Diabetes Society , 2019

Pattern Mining of Trajectories of Glucose Values of Continuous Glucose Monitoring System by Artificial Intelligence in Type 2 Diabetes Patients
Masaki Makino, Ryo Yoshimoto, Mizuho Kondo-Ando, Yasumasa Yoshino, Izumi Hiratsuka, Wakako Maki, Sahoko Sekiguchi-Ueda, Ayako Kakita, Megumi Shibata, Yusuki Seino, Takeshi Takayanagi, Masaki Ono, Akira Koseki, Michiharu Kudo, Kyoichi Haida, Ryosuke Yanagiya, Nobuki Hayakawa, and Atsushi Suzuki
American Diabetes Association (ADA) 79th Scientific Session, 2019


2018

Inter-Organizational Business Processes Managed by Blockchain
Hiroaki Nakamura, Kohtaroh Miyamoto, Michiharu Kudo
International Conference on Web Information Systems Engineering, 2018

Creating Diabetes Complication Prediction Model Using Artificial Intelligence (in Japanese)
Masaki Makino, Masaki Ono, Toshinari Itoko, Takayuki Katsuki, Akira Koseki, Michiharu Kudo, Kyoichi Haida, Jun Kuroda, Ryosuke Yanagiya, Atsushi Suzuki, Yukio Yuzawa, Eiichi Sato, and Kiyotaka Hoshinaga
Annual Meeting of the Japan Diabetes Society, 2018

Time-Discounting Convolution for Event Sequences with Ambiguous Timestamps
Takayuki Katsuki, Masaki Ono, Akira Koseki, Michiharu Kudo, Masaki Makino and Atsushi Suzuki
IEEE International Conference on Data Mining , 2018

Risk Prediction of Diabetic Nephropathy via Interpretable Feature Extraction from Electronic Health Record
Takayuki Katsuki, Masaki Ono, Akira Koseki, Michiharu Kudo, Kyoichi Haida, Jun Kuroda, Masaki Makino, Ryosuke Yanagiya and Atsushi Suzuki
Medical Informatics Europe , 2018

Feature Extraction from Electronic Health Records of Diabetic Nephropathy Patients with Convolutioinal Autoencoder
Takayuki Katsuki, Masaki Ono, Akira Koseki, Michiharu Kudo, Kyoichi Haida, Jun Kuroda, Masaki Makino, Ryosuke Yanagiya and Atsushi Suzuki
AAAI Workshop on Health Intelligence, AAAI, 2018

Artificial Intelligence predicts progress of diabetic kidney disease: novel prediction model construction with big data machine learning
Masaki Makino, Masaki Ono, Toshinari Itoko, Takayuki Katsuki, Akira Koseki, Michiharu Kudo, Kyoichi Haida, Jun Kuroda, Ryosuke Yanagiya, Eiichi Saito, and Atsushi Suzuki
American Diabetes Association (ADA) 78th Scientific Session, American Diabetes Association, 2018


2017

Probabilistic Inference of Customer States Using Statistical Open Data and Bayesian Networks (in Japanese)
Hiroaki Nakamura, Michiharu Kudo, and Hironobu Takeuchi
Technical Report of The Institute of Electronics, Information and Communication Engineers, The Institute of Electronics, Information and Communication Engineers, 2017


2016

Adaptable Privacy-Preserving Data Curation for Business Process Analysis Services
Michiharu Kudo, Kumiko Maeda, Fumiko Satoh
13th IEEE International Conference on Services Computing (SCC 2016), IEEE
Abstract

Analyzing Business Processes by Automatically Detecting KPI Thresholds
Mari Abe and Michiharu Kudo
13th IEEE International Conference on Services Computing (SCC 2016), IEEE
Abstract


2014

Business Monitoring Framework for Process Discovery with Real-Life Logs
Mari Abe, Michiharu Kudo
12th International Conference of Business Process Management, pp. pp 417-424, Springer International Publishing, 2014
Abstract

Operational Work Pattern Discovery Based On Human Behavior Analysis
Michiharu Kudo
Annual Service Research Innovation Institute Global Conference (SRII), 2014
Abstract


2013

Business Process Analysis and Real-world Application Scenarios
Michiharu Kudo, Takahide Nogayama, Ai Ishida, Mari Abe
International Workshop on Data-Driven Process Discovery and Analysis, pp. 983--989, IEEE, 2013

Business Process Discovery by Using Process Skeletonization
Michiharu Kudo, Ai Ishida, Naoto Sato
International Workshop on Data-Driven Process Discovery and Analysis, IEEE, 2013


2012

Robot-Assisted Healthcare Support for an Aging Society
Michiharu Kudo
SRII Global Conference (SRII), 2012 Annual, pp. 258--266

International Standardization of XACML Security Policy (in Japanese)
Michiharu Kudo
ProVISION pp. 73, 59--65, 2012

ビジネスプロセスにおける複数属性類似パス検索を用いた将来予測
石田愛, 工藤道治
情報処理学会研究報告. 情報システムと社会環境研究報告 2012(3), 1--7, 一般社団法人情報処理学会

Investigation of Future Information and Robot Technology Based On Occupation Classification
Michiharu Kudo, Takahiko Koyama, Yasuo Kuniyoshi, Tatsuya Harada, Isao Shimoyama, and Kiyoshi Matsumoto
IBM Research Report, IBM, 2012

Extending IT and RT to Emergency Basic Life Support
Michiharu Kudo, Takahiko Koyama, Yasuo Kuniyoshi, Tatsuya Harada, Isao Shimoyama, and Kiyoshi Matsumoto
IBM Research Report, IBM, 2012


2011

XACML アクセス制御ポリシー言語の国際標準化
工藤道治
情報処理学会デジタルプラクティス 2(4), 255--260, 一般社団法人情報処理学会, 2011


2010

アカウンタビリティ・コンピューティング (一般,「Web サービス・クラウド」 及び一般)
工藤道治
電子情報通信学会技術研究報告. AI, 人工知能と知識処理 110(172), 65--70, 社団法人電子情報通信学会, 2010


2008

来歴に基づくマルチレベルセキュリティ文書管理システム
三品拓也, 勝野恭治, 吉濱佐知子, 工藤道治
情報処理学会論文誌 49(9), 3062--3073, 一般社団法人情報処理学会, 2008

アプリケーションレベル分散セキュアグループのための Chinese-Wall 型プロセス隔離手法
勝野恭治, 渡邊裕治, 古市実裕, 工藤道治
情報処理学会論文誌 49(7), 2656--2666, 一般社団法人情報処理学会, 2008

GUI ベースのコンピュータに適したアクセス制御ポリシ管理方法の提案
古市実裕, 工藤道治
情報処理学会論文誌 49(9), 3074--3084, 一般社団法人情報処理学会, 2008


2007

Web アプリケーションにおける言語レベルの動的情報フロー制御 (セッション 3-C: 侵入検知 (2))
吉濱佐知子, 吉澤武朗, 渡邊裕治, 工藤道治, 小柳和子
情報処理学会研究報告. マルチメディア通信と分散処理研究会報告 2007(16), 153--158, 一般社団法人情報処理学会

動的アプローチによる言語ベースの情報フロー制御 (アクセス制御・認証,< 特集> 情報システムを支えるコンピュータセキュリティ技術の再考)
吉濱佐知子, 工藤道治, 小柳和子
情報処理学会論文誌 48(9), 3060--3072, 一般社団法人情報処理学会, 2007

Best practices and tools for personal information compliance management
M Kudo, Y Araki, H Nomiyama, S Saito, Y Sohda
IBM systems journal 46(2), 235--253, IBM, 2007


2006

Checking Policy Compliance

IBM Research Report, 2006

XML Access Control Using Static Analysis
M. Murata, A. Tozawa, M. Kudo, S. Hada
10th ACM Conference on Computer and Communication Security, pp. 292--324, 2006

Bridging the gap between inter-communication boundary and internal trusted components
Yuji Watanabe, Sachiko Yoshihama, Takuya Mishina, Michiharu Kudo, Hiroshi Maruyama
Computer Security--ESORICS 2006, pp. 65--80, Springer

Towards multi-layer trusted virtual domains
Yasuharu Katsuno, Michiharu Kudo, Ronald Perez, Reiner Sailer, Yuji Watanabe, Sachiko Yoshihama, Leendert Doorn
the 2nd Workshop on Advances in Trusted Computing, 2006


2005

XML Access Control with Policy Matching Tree
N. Seki, M. Kudo
10th European Symposium on Research in Computer Security, pp. 3--23, 2005

A Function-Based Access Control Model for XML Databases
N. Seki, M. Kudo, J. Myllymaki, H. Pirahesh
Conference on Information and Knowledge Management, pp. 115--122, 2005


2004

アクセス条件テーブルを用いた XML アクセス制御 (セッション 2B: XML とアクセス制御)(夏のデータベースワークショップ: DBWS2004)
戚乃箴, 工藤道治
電子情報通信学会技術研究報告. DE, データ工学 104(176), 109--114, 社団法人電子情報通信学会, 2004

ビュースキーマを用いた XML アクセス制御 (XML とアクセス制御)(夏のデータベースワークショップ DBWS2004)
村田真, 戸沢晶彦, 工藤道治, 羽田知史
情報処理学会研究報告. データベース・システム研究会報告 2004(71), 123--130, 一般社団法人情報処理学会

Access-Condition-Table-driven Access Control for XML Databases
N. Seki, M. Kudo
9th European Symposium on Research in Computer Security, pp. 17--31, Springer, 2004


2003

静的解析を用いた XML アクセス制御
村田真, 戸沢晶彦, 工藤道治, 羽田知史
電子情報通信学会技術研究報告. ISEC, 情報セキュリティ 103(195), 83--90, 一般社団法人電子情報通信学会, 2003

eXtensible Access Control Markup Language (XACML) Version 1.0
Anne Anderson, Anthony Nadalin, B Parducci, D Engovatov, H Lockhart, M Kudo, P Humenn, S Godik, S Anderson, S Crocker, others
OASIS Standard (February 2003)


2002

Instance Revocation of Digital Signature and Its Applications
R. Zhang, M. Kudo, K. Matsuura, H. Imai
SCIS, 2002

Access Control Policy Information Assignment in Database with Multiple Security Functions
M. Andoh, M. Kudo, K. Matsuura, H. Imai
SCIS, 2002

Model for Signature Revocation
R. Zhang, M. Kudo, K. Matsuura, H. Imai
Internationl Sysmposium on Information Theory and Its Applications, 2002

XML Access Control Language: Provisional Authorization for XML Documents
Satoshi Hada, Michiharu Kudo
2002
http://www.trl.ibm.com/projects/xml/xss4j/docs/xacl-spec.html

PBAC: Provision-based Access Control Model
Michiharu Kudo
International Journal of Information Security 1(2), 116--130, Springer, 2002


2001

A Proposal For XACML Extension Model and Its Schema
Michiharu Kudo
2001
http://lists.oasis-open.org/archives/xacml/200112/doc00000.doc

Provision-based Access Control Model for Advanced Security Policies
Michiharu Kudo, Satoshi Hada
Proceedings of SCIS 2001 Workshop

XACL: XML Access Control Policy Specification Language
Michiharu Kudo, Satoshi Hada
Proceedings of Data Engineering Workshop, pp. 81--88, 2001

An Access Control Model for Provision-Based Authorization Policies
Michiharu Kudo, Satoshi Hada
Proceedings of ISEC Workshop, pp. 149--156, 2001

Access Control Model with Provisional Enforcement
Michiharu Kudo, Satoshi Hada
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E84-A(1), 295--302, 2001

6. TTP サービスの標準化状況 (ISO/IEC JTC 1/SC 27 における暗号アルゴリズムの標準化状況)
工藤道治, 田中俊昭
情報処理 42(2), 付録--44, 一般社団法人情報処理学会, 2001

必須処理付きセキュリティポリシーのためのアクセス制御モデル
工藤道治, 羽田知史
電子情報通信学会技術研究報告. ISEC, 情報セキュリティ 101(214), 149--156, 社団法人電子情報通信学会, 2001

XACL: XML アクセス制御規則記述言語
工藤道治, 羽田知史
電子情報通信学会技術研究報告. DE, データ工学 101(110), 81--88, 一般社団法人電子情報通信学会, 2001


2000

Access Control Specification based on Policy Evaluation and Enforcement Model and Specification Language
Michiharu Kudo, Yuki Hirayama, Satoshi Hada, Alexander Vollschwitz
Proceedings of SCIS 2000 Workshop

Provisional Authorization
Sushil Jajodia, Michiharu Kudo, V. S. Subrahmanian
Workshop for Security and Privacy for E-Commerce, 2000

XML access control
Michiharu Kudo, Satoshi Hada
Tokyo Research Laboratory, IBM Research, 2000

Provisional Authorizations
Sushil Jajodia, Michiharu Kudo, V. S. Subrahmanian
E-commerce Security and Privacy, pp. 133--159, Anup Ghosh, ed., Kluwer Academic Publishers, Boston, 2000

XML Document Security based on Provisional Authorization
Michiharu Kudo, Satoshi Hada
7th ACM Conference on Computer and Communications Security, pp. 87--96, 2000


1999

Analysis of Time-Dependent Security on Timed-Release Cryptographic Protocol
Michiharu Kudo, Anish Mathuria, Takeshi Imamura
Proceedings of SCIS 1999 Workshop, pp. 665--670

An Extended Logic for Analyzing Timed Release Public-Key Protocols
Michiharu Kudo, Anish Mathuria
Proceedings of International Conference on Information and Communication Security, pp. 183--198, 1999

An extended logic for analyzing timed-release public-key protocols
Michiharu Kudo, Anish Mathuria
Information and Communication Security, pp. 183--198, Springer, 1999


1998

Time-key Protocol and Its Applications
Michiharu Kudo
Proceedings of SCIS 1998 Workshop

Electronic Sealed-Bid Auction System on The Internet
Michiharu Kudo
Proceedings of 56th IPSJ National Conference, 1998

Timed-release Secret Protocol and Its Applications
Michiharu Kudo
Proceedings of SPA Workshop, 1998

Distributed Time-Key Protocol Based on Boneh and Franklin's Shared RSA Keys Method
Michiharu Kudo
Proceedings of ISEC Workshop, 1998

A Study on Temporal Transaction Security of Electronic Commerce
Michiharu Kudo
Proceedings of CSS Symposium, 1998

Electronic Submission Protocol Based on Temporal Accountability
Michiharu Kudo
Proceedings of 14th Annual Computer Security Applications Conference, pp. 353--363, 1998

Secure Electronic Sealed-Bid Auction Protocol with Public Key Cryptography
Michiharu Kudo, Satoshi Hada
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E81-A(1), 20--27, 1998

Boneh-Franklin 分散 RSA 鍵生成法に基づいた時間鍵暗号の構成法
工藤道治
電子情報通信学会技術研究報告. ISEC, 情報セキュリティ 98(227), 61--68, 一般社団法人電子情報通信学会, 1998

インターネットにおける電子入札システム
工藤道治
全国大会講演論文集 56(3), 426--427, 一般社団法人情報処理学会, 1998

Secure Electronic Sealed-Bid Auction Protocol with Public Key Cryptography (Special Section on Cryptography and Information Security)
Michiharu Kudo
IEICE transactions on fundamentals of electronics, communications and computer sciences 81(1), 20--27, 一般社団法人電子情報通信学会, 1998


1997

Payment by Credit Card on The Internet: 2. A System for Merchants
Michiharu Kudo, Hiroshi Kawazoe, Yasutomo Nakayama
Proceedings of 56th IPSJ National Conference, 1997

Sealed-bid auction protocol on the Internet using anonymous bidder's certificate
Michiharu Kudo
Proceedings of Internet Conference, 1997

インターネットにおけるクレジット決済システム 1. 消費者用システム
中山恭與, 工藤道治, 川副博
全国大会講演論文集 55(4), 449--450, 一般社団法人情報処理学会, 1997

インターネットにおけるクレジット決済システム 3. クレジットカード会社用システム
川副博, 中山恭與, 工藤道治
全国大会講演論文集 55(4), 453--454, 一般社団法人情報処理学会, 1997

インターネットにおけるクレジット決済システム 2. 仮想商店システム
工藤道治, 川副博, 中山恭與
全国大会講演論文集 55(4), 451--452, 一般社団法人情報処理学会, 1997


Year Unknown

XML access control language: Provisional authorization for XML documents, Tokyo Research Laboratory, IBM Research
Satoshi Hada, Michiharu Kudo
S Hada, M Kudo, 0




Projects and Groups