On Missing Value Estimation using Self-obtained Rules

Hiroshi Sakai, Michinori Nakata

Proceedings of the Fuzzy System Symposium 2022 ( Japan Society for Fuzzy Theory and Intelligent Informatics )   ( 0 )   1 - 2   MA1-1   2022.09

The lattice structure of coverings in an incomplete information table with value similarity Reviewed International journal

Nakata M., Saito N., Sakai H., Fujiwara T

Proc. IUKM2022, LNAI ( Springer )   13199   16 - 28   2022.03

On Rough Sets Non-deterministic Information Analysis and Machine Learning

Soshi Takeuchi, Zhiwen Jian, Hiroshi Sakai, Michinori Nakata

Proceedings of the Fuzzy System Symposium 2021 ( Japan Society for Fuzzy Theory and Intelligent Informatics )   ( 0 )   1 - 4   MA1-1   2021.09

Possible Coverings in Incomplete Information Tables with Similarity of Values Reviewed International journal

Nakata M., Saito N., Sakai H., Fujiwara T

Proc. IJCRS2021, LNAI ( Springer )   12872   83 - 89   2021.09

Rules Induced Using Possible Coverings from Incomplete Data Sets Reviewed International journal

Michinori Nakata, Norio Saito, Hiroshi Sakai, Takeshi Fujiwara

Proceedings of the INFUS 2021 Conference, Lecture Notes in Networks and Systems Series ( Springer )   307   883 - 891   2021.08

Rules from Table Data Sets and Their Application to Decision Support Reviewed International journal

Hiroshi Sakai, Zhiwen Jian

Proceedings IIAI-AAI 2021 ( IEEE )   16 - 22   2021.07

Granulated Tables with Frequency by Discretization and Their Application Invited Reviewed International journal

Hiroshi Sakai, Zhiwen Jian

IFIP Advances in Information and Communication Technology ( Springer, Cham. )   623   137 - 146   2021.04

On Apriori-Based Rule Generation and the Explainable Reasoning Functionality for Decision Reviewed

Zhiwen Jian, Hiroshi Sakai

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics ( Japan Society for Fuzzy Theory and Intelligent Informatics )   33 ( 1 )   506 - 510   2021.02

Lithology Prediction Using Well Logs: A Granular Computing Approach Reviewed International journal

Touhid Mohammad Hossain, Junzo Watada, Izzatdin Abdul Aziz Maman Hermana, Sheikh Tanzim Meraj, Hiroshi Sakai

International Journal of Innovative Computing, Information and Control ( ICIC International )   17 ( 1 )   225 - 244   2021.02

Rough Sets and Rule Induction from Indiscernibility Relations Based on Possible World Semantics in Incomplete Information Systems with Continuous Domains Reviewed International journal

Michinori Nakata, Hiroshi Sakai, Keitarou Hara

Studies in Big Data ( Springer )   77   3 - 23   2021.01

Rule-based Functionality for Decision Making with Reasoning and Its Application: Case Studies on Three Data Sets Reviewed International journal

Hiroshi Sakai, Zhiwen Jian, Touhid Mohammad Hossain, Junzo Watada

Journal of Combinatorics, Information & System Sciences ( Prints Publications Pvt. Ltd., India )   45 ( 1-4 )   157 - 173   2020.12

ラフ集合、アプリオリ法、アンサンブル学習と 説明可能なAIに関する考察

簡 志文, 酒井 浩, ほか

日本知能情報ファジィ学会 ファジィ システム シンポジウム 講演論文集 ( 日本知能情報ファジィ学会 )   ( 0 )   463 - 468   WB2-2   2020.09

Rough Sets Non-Deterministic Information Analysis and a NIS-Apriori System – A Rule Generation System Based on Possible World Semantics – Invited Reviewed

Hiroshi Sakai, Michinori Nakata, Junzo Watada

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics ( Japan Society for Fuzzy Theory and Intelligent Informatics )   32 ( 4 )   747 - 758   2020.08

An adjusted Apriori algorithm to itemsets defined by tables and an improved rule generator with three-way decisions Reviewed International journal

Zhiwen Jian, Hiroshi Sakai, Takuya Ohwa, Kao-Yi Shen, Michinori Nakata

Proc. IJCRS2020, LNAI ( Springer )   12179   95 - 110   2020.07

Missing well log data handling in complex lithology prediction: An NIS apriori algorithm approach Reviewed International journal

Touhid Mohammad Hossain, Junzo Watada, Zhiwen Jian, Hiroshi Sakai, Shokor Rahman, Izzatdin Abdul Aziz

International Journal of Innovative Computing, Information and Control ( ICIC International )   16 ( 3 )   1077 - 1091   2020.05

NIS-Apriori-based rule generation with three-way decisions and its application system in SQL Reviewed International journal

Information Sciences ( Elsevier )   507   755 - 771   2020.01

Rough set-based rule generation and Apriori-based rule generation from table data sets: A survey and a combination Reviewed International journal

Hiroshi Sakai, Michinori Nakata

CAAI Transactions on Intelligence Technology, IET ( IET )   4 ( 4 )   203 - 213   2019.12

Rough set-based rule generation and Apriori-based rule generation from table data sets II: SQL-based environment for rule generation and decision support Reviewed International journal

Hiroshi Sakai, Zhiwen Jian

CAAI Transactions on Intelligence Technology, IET ( IET )   4 ( 4 )   214 - 222   2019.12

Rule induction based on rough sets from information tables having continuous domains Reviewed International journal

Michinori Nakata, Hiroshi Sakai, Keitarou Hara

CAAI Transactions on Intelligence Technology, IET ( IET )   4 ( 4 )   237 - 244   2019.12

Guest Editorial: Rough Sets and Data Mining Invited Reviewed International journal

Hiroshi Sakai, Michinori Nakata, Wei-Zhi Wu, Duoqian Miao, Guoyin Wang

CAAI Transactions on Intelligence Technology, IET ( IET )   4 ( 4 )   201 - 202   2019.12

An Apriori-based Data Analysis on Suspicious Network Event Recognition Reviewed International journal

Zhiwen Jian, Hiroshi Sakai, Junzo Watada, Arunava Roy and M Hilmi B Hassan

Proc. IEEE Big Data 2019 ( IEEE )   5888 - 5896   2019.12

A Novel Dual Representative Hybrid MRDM Approach Reviewed International journal

Kao-Yi Shen, Hiroshi Sakai, Gwo-Hshiung Tzeng

Proc. iFUZZY 2019 ( Taiwan Fuzzy Systems Association )   1 - 3   2019.11

Rough Sets Based on Possibly Indiscernible Classes in Incomplete Information Tables with Continuous Values Reviewed International journal

Michinori Nakata, Hiroshi Sakai, Keitarou Hara

Advances in Intelligent Systems and Computing ( Springer )   1058   13 - 23   2019.10

不完全で連続な値を有する情報テ－ブ ルにおける可能世界味論によるラフ集合

中田 典規, 酒井 浩

日本知能情報ファジィ学会 ファジィ システム シンポジウム 講演論文集 ( 日本知能情報ファジィ学会 )   35 ( 0 )   629 - 633   FG3-1   2019.09

表データからルールを生成するDIS-アプリオリ法の改良

山崎 飛鳥, 簡 志文, 中田 典規, 酒井 浩

日本知能情報ファジィ学会 ファジィ システム シンポジウム 講演論文集 ( 日本知能情報ファジィ学会 )   35 ( 0 )   634 - 639   FG3-1   2019.09

Rough Sets Based on Possible Indiscernibility Relations in Incomplete Information Tables with Continuous Values Reviewed International journal

Michinori Nakata, Hiroshi Sakai, Keitarou Hara

IJCRS2019, Springer, LNAI   11499   155 - 165   2019.06

Multi-graded Hybrid MRDM Model for Assisting Financial Performance Evaluation Decisions: A Preliminary Work Reviewed International journal

Kao-Yi Shen, Hiroshi Sakai, Gwo-Hshiung Tzeng

IJCRS2019, Springer, LNAI   11499   439 - 453   2019.06

NIS-Apriori Algorithm with a Target Descriptor for Handling Rules Supported by Minor Instances Reviewed International journal

Hiroshi Sakai, Kao-Yi Shen, Michinori Nakata

Proc. IUKM2019, Springer, LNAI   11471   247 - 259   2019.03

Comparing Two Novel Hybrid MRDM Approaches to Consumer Credit Scoring Under Uncertainty and Fuzzy Judgments Reviewed International journal

Kao-Yi Shen, Hiroshi Sakai, Gwo-Hshiung Tzeng

International Journal of Fuzzy Systems ( Springer )   21 ( 1 )   194 - 212   2019.02

Rule based decision support in table data sets with uncertainty and its execution environment Reviewed International journal

H. Sakai, K.Y. Shen, G.H. Tzeng, M. Nakata

Scientiae Mathematicae Japonica ( Scientiae Mathematicae )   81 ( 3 )   219 - 231   2018-18   2018.12

A Rough Set Based Rule Induction Approach to Geoscience Data Reviewed International journal

Hossain, T.M., Watada, J., Hermana, M., Shukri, S.R.B.M., Sakai, H.

2018 IEEE 2018 International Conference on Unconventional Modelling, Simulation and Optimization - Soft Computing and Meta Heuristic, UMSO 2018 ( IEEE )   2018.12

A Model of Rule Generation Handling Granules Defined by Implications in Table Data Sets Reviewed International journal

Hiroshi Sakai, Michinori Nakata, Junzo Watada

2018 IEEE International Conference on Data Mining Workshops (ICDMW) ( IEEE )   446 - 453   2018.11

表データマイニングに基づく意思決定支援環境について

山村 健太, 簡 志文, 中田 典規, 酒井 浩

日本知能情報ファジィ学会 ファジィ システム シンポジウム 講演論文集 ( 日本知能情報ファジィ学会 )   34   657 - 661   2018.09

Rule Induction Based on Indiscernible Classes from Rough Sets in Information Tables with Continuous Values. Reviewed International journal

Michinori Nakata, Hiroshi Sakai, Keitarou Hara

IJCRS2018, Springer, LNAI ( Springer )   11103   323 - 336   2018.07

On Two Apriori-Based Rule Generators: Apriori in Prolog and Apriori in SQL Reviewed International journal

Hiroshi Sakai, Kao-Yi Shen, Michinori Nakata

J. Adv. Comput. Intell. Intell. Inform.   22 ( 3 )   394 - 403   2018.05

Rules Induced from Rough Sets in Information Tables with Continuous Values Reviewed International journal

Michinori Nakata, Hiroshi Sakai, Keitarou Hara

IPMU2018, Springer, CCIS ( Springer )   854   490 - 502   2018.05

Association Rule-Based Modal Analysis for Various Data Sets with Uncertainty Reviewed International journal

Hiroshi Sakai, Chenxi Liu

Springer, Advances in Intelligent Systems and Computing ( Springer )   730   277 - 286   2018.03

MySQLによるNIS-アプリオリ処理環境の実現

中村赳, 猪上綾乃,中田 典規, 酒井 浩

日本知能情報ファジィ学会 ファジィ システム シンポジウム 講演論文集2017 ( 日本知能情報ファジィ学会 )   ( 0 )   TG3-1   2017.09

A Proposal of Machine Learning by Rule Generation from Tables with Non-deterministic Information and Its Prototype System Reviewed International journal

Hiroshi Sakai, Michinori Nakata, Junzo Watada

Springer, LNAI ( Springer )   10313   535 - 551   2017.07

Stable Rules Evaluation for a Rough-Set-Based Bipolar Model: A Preliminary Study for Credit Loan Evaluation Reviewed International journal

Kao-Yi Shen, Hiroshi Sakai, Gwo-Hshiung Tzeng

Springer, LNAI ( Springer )   10313   317 - 328   2017.07

Rough Sets in Incomplete Information Systems with Order Relations Under Lipski's Approach Reviewed International journal

Michinori Nakata, Hiroshi Sakai, Keitarou Hara

Springer, LNAI ( Springer )   10313   487 - 506   2017.07

Pawlak's Many Valued Information System, Non-deterministic Information System, and a Proposal of New Topics on Information Incompleteness Toward the Actual Application Reviewed International journal

Hiroshi Sakai, Michinori Nakata, Yiyu Yao

Studies in Computational Intelligence, Springer ( Springer )   ( 708 )   187 - 204   2017.05

Rough Approximations from Indiscernibility Relations under Incomplete Information Reviewed International journal

Nakata M., Sakai H.

Proceedings - 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems and 2016 17th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2016   183 - 188   2016.12

A Proposal of a Privacy-preserving Questionnaire by Non-deterministic Information and Its Analysis Reviewed International journal

Hiroshi Sakai, Chenxi Liu, Michinori Nakata, Shusaku Tsumoto

Proc. IEEE Big data 2016 ( IEEE )   1956 - 1965   2016.12

On NIS-Apriori based data mining in SQL Reviewed International journal

H. Sakai, C. Liu, X. Zhu, M. Nakata

Springer, LNCS ( Springer )   9920   514 - 524   2016.10

Rough Sets by Indiscernibility Relations in Data Sets Containing Possibilistic Information Reviewed International journal

M. Nakata, H. Sakai

Springer, LNCS ( Springer )   9920   187 - 196   2016.10

ルール生成による欠損値の推定について

劉 臣席, 中田 典規, 酒井 浩

日本知能情報ファジィ学会 ファジィ システム シンポジウム 講演論文集2016 ( 日本知能情報ファジィ学会 )   32 ( 0 )   539 - 540   TD3-1   2016.09

On Apriori-based Rule Generation in SQL - A Case of the Deterministic Information System - Reviewed International journal

Chenxi Liu, Hiroshi Sakai, Xiaoxin Zhu, Michinori Nakata

Proc. SCIS-ISIS2016, IEEE   178 - 182   2016.08

プライバシー保護を考慮したアンケートの提案

劉 臣席, 中田 典規, 酒井 浩

2016年度人工知能学会全国大会（第30回） ( 人工知能学会 )   35 ( 0 )   1 - 4   1K2-4   2016.06

Information Dilution: Granule-Based Information Hiding in Table Data - A Case of Lenses Data Set in UCI Machine Learning Repository Reviewed International journal

Hiroshi Sakai, Chenxi Liu, Michinori Nakata

Proc. Computing Measurement Control and Sensor Network (CMCSN), IEEE ( IEEE )   52 - 55   2016.05

Granules for Association Rules and Decision Support in the getRNIA System Reviewed International journal

H. Sakai, M. Wu, N. Yamaguchi, M. Nakata

Intelligent Decision Technologies ( IOS Press )   9 ( 4 )   309 - 320   2015.12

Families of the Granules for Association Rules and Their Properties Reviewed International journal

H. Sakai, C. Liu, M. Nakata

Lecture Notes in Computer Science, Springer   9436   175 - 187   2015.11

On Parallelization of the NIS-apriori Algorithm for Data Mining Reviewed International journal

Mao Wu, Hiroshi Sakai

Procedia Computer Science, Elsevier ( Elsevier )   60   623 - 631   2015.09

アプリオリ法による多様な不完全データからの ルール生成について

劉 臣席, 中田 典規, 酒井 浩

日本知能情報ファジィ学会 ファジィ システム シンポジウム 講演論文集2015 ( 日本知能情報ファジィ学会 )   31 ( 0 )   284 - 287   2015.09

A Consideration on Learning by Rule Generation from Tables with Missing Values Reviewed International journal

Hiroshi Sakai, Chenxi Liu

Proc. IIAI-AAI2015 ( IEEE )   183 - 188   2015.07

Toward the enhancement of the getRNIA system for rough-set based data analysis Reviewed International journal

Mao Wu, Naoto Yamaguchi, Chenxi Liu, Hiroshi Sakai

Proc. SCIS-ISIS2014   TP5-2-5-(3)   2014.12

Application of Rough Set-Based Information Analysis to Questionnaire Data Reviewed International journal

Naoto Yamaguchi, Mao Wu, Michinori Nakata, Hiroshi Sakai

Journal of Advanced Computational Intelligence and Intelligent Informatics   18 ( 6 )   953 - 961   2014.11

Special Issue on Interdisciplinary Mathematics Invited Reviewed International journal

Hiroshi Sakai, Hiroaki Ishii, Junzo Watada

Journal of Advanced Computational Intelligence and Intelligent Informatics   18 ( 6 )   927 - 928   2014.11

Rule induction based on rough sets from possibilistic information under Lipski's approach Reviewed International journal

Nakata M., Sakai H.

Proceedings - 2014 IEEE International Conference on Granular Computing, GrC 2014 ( IEEE )   218 - 223   2014.11

Reconsideration of Rules in Tables with Non-deterministic Data Reviewed International journal

Hiroshi Sakai, Mao Wu, Naoto Yamaguchi, Chenxi Liu, Michinori Nakata

Proc. IEEE Int'l. Conference on Granular Computing ( IEEE )   235 - 240   2014.10

On the Definability of a Set and Rough Set-Based Rule Generation Reviewed International journal

Hiroshi Sakai, Mao Wu, Naoto Yamaguchi

Proc. Int'l. Conf on AAI2014 ( IEEE )   2014.08

The Completeness of NIS-Apriori Algorithm and a Software Tool getRNIA Reviewed International journal

Hiroshi Sakai, Mao Wu

Proc. Int'l. Conf on AAI2014 ( IEEE )   2014.08

Special Issue on Advances in Computing and Data Engineering Reviewed International journal

Sanjay Kumar Jena, Hiroshi Sakai

Int'l. J. Computational Intelligence Studies ( Inderscience )   3 ( 2 )   111 - 112   2014.04

A survey and perspective connected with rough non-deterministic information analysis Reviewed International journal

Int'l. J. Computational Intelligence Studies ( Inderscience )   3 ( 2 )   134 - 156   2014.04

Toward the enhancement of the getRNIA system for rough-set based data analysis Reviewed International journal

Wu M., Yamaguchi N., Liu C., Sakai H.

2014 Joint 7th International Conference on Soft Computing and Intelligent Systems, SCIS 2014 and 15th International Symposium on Advanced Intelligent Systems, ISIS 2014   1002 - 1006   2014.02

Two Rough Sets-Based Software Tools for Analyzing Non-deterministic Data Reviewed International journal

Mao Wu, Michinori Nakata, Hiroshi Sakai

Int'l. J. Rough Sets and Data Analysis, IGI Global ( IGI Global )   1 ( 1 )   32 - 47   2014.02

Apriori-Based Rule Generation in Incomplete Information Databases and Non-Deterministic Information Systems Reviewed International journal

Hiroshi Sakai, Mao Wu, Michinori Nakata

Fundamenta Informaticae, Polish Mathematical Society ( IOS Press )   130 ( 3 )   343 - 376   2014.02

Improving the Performance of NIS-Apriori Algorithm by Parallel Processing

Wu Mao, Yamaguchi Naoto, Nakata Michinori, Sakai Hiroshi

Proceedings of the Fuzzy System Symposium ( Japan Society for Fuzzy Theory and Intelligent Informatics )   30 ( 0 )   592 - 595   2014.01

An Approach Based on Rough Sets to Possibilistic Information

Nakata Michinori, Sakai Hiroshi

Proceedings of the Fuzzy System Symposium ( Japan Society for Fuzzy Theory and Intelligent Informatics )   30 ( 0 )   582 - 585   2014.01

Rough Set-based Data Analysis: A Survey Invited Reviewed International journal

Hiroshi Sakai, Mao Wu, Naoto Yamaguchi, Michinori Nakata

Proc. the 22nd Forum for Interdisciplinary Mathematics   FIM2013-814-00195   2013.11

Rough Non-deterministic Information Analysis and its software tool: An overview

Wu M., Yamaguchi N., Sakai H.

Bulletin of the Kyushu Institute of Technology - Pure and Applied Mathematics   60   1 - 29   2013.11

Rough Set-Based Information Dilution by Non-deterministic Information Reviewed International journal

Hiroshi Sakai, Mao Wu, Naoto Yamaguchi, Michinori Nakata

Lecture Notes in Computer Science, Springer ( Springer )   8170   55 - 66   2013.10

Non-deterministic Information in Rough Sets: A Survey and Perspective Invited Reviewed International journal

Hiroshi Sakai, Mao Wu, Naoto Yamaguchi, Michinori Nakata

Lecture Notes in Computer Science, Springer ( Springer )   8171   7 - 15   2013.10

An Overview of the getRNIA System for Non-deterministic Data Reviewed International journal

Mao Wu, Michinori Nakata, Hiroshi Sakai

Procedia Computer Science, Elsevier ( Elsevier )   22   615 - 622   2013.09

Rough Non-deterministic information analysis: Foundations and its perspective in machine learning Reviewed International journal

Sakai H., Okuma H., Nakata M.

Smart Innovation, Systems and Technologies ( Springer )   13   215 - 247   2013.06

Rule induction based on rough sets from information tables containing possibilistic information Reviewed International journal

Michinori Nakata, Hiroshi Sakai

IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), 2013   91 - 96   2013.06

Division Charts as Granules and Their Merging Algorithm for Rule Generation in Nondeterministic Data Reviewed International journal

Hiroshi Sakai, Mao Wu, Michinori Naka

International Journal of Intelligent Systems ( Wiley )   28 ( 9 )   865 - 882   2013.06

Twofold rough approximations under incomplete information Reviewed International journal

Michinori Nakata, Hiroshi Sakai

International Journal of General Systems ( Taylor and Francis )   42 ( 6 )   546 - 571   2013.05

Rough non-deterministic information analysis for uncertain information Reviewed International journal

Sakai H., Okuma H., Wu M., Nakata M.

The Handbook on Reasoning-Based Intelligent Systems   81 - 118   2013.01

Application of rough sets based information analysis to questionnaire data

Yamaguchi Naoto, Mao Wu, Nakata Michinori, Sakai Hiroshi

Proceedings of the Fuzzy System Symposium ( Japan Society for Fuzzy Theory and Intelligent Informatics )   29 ( 0 )   2 - 2   2013.01

Learning a Table from a Table with Non-deterministic Information: A Perspective Reviewed International journal

Mao Wu, Naoto Yamaguchi, Michinori Nakata, Hiroshi Sakai

Communications in Computer and Information Science, Springer ( Springer )   322   25 - 34   2012.12

Rough Sets-Based Machine Learning over Non-deterministic Data: A Brief Survey Reviewed International journal

Hiroshi Sakai, Mao Wu, Michinori Nakata, Dominik Slezak

Communications in Computer and Information Science, Springer   322   3 - 12   2012.12

Preface Reviewed International journal

Sakai H., Kudo Y., Murai T.

International Journal of Reasoning-based Intelligent Systems ( Inderscience )   4 ( 3 )   117 - 117   2012.12

Association rule-based decision making in table data Reviewed International journal

Hiroshi Sakai, Mao Wu, Michinori Nakata

International Journal of Reasoning-based Intelligent Systems ( Inderscience )   4 ( 3 )   162 - 170   2012.11

Division charts and their merging algorithm in Rough Non-deterministic information analysis Reviewed International journal

Hiroshi Sakai, Mao Wu, Naoto Yamaguchi, Michinori Nakata

Granular Computing (GrC), 2012 IEEE International Conference on ( IEEE )   1 - 6   2012.08

Management of Information Incompleteness in Rough Non-deterministic Information Analysis Reviewed International journal

Hiroshi Sakai,Michinori Nakata, Dominik Slezak

Communications in Computer and Information Science, Springer ( Springer )   297   280 - 289   2012.07

A Descriptor-Based Division Chart Table in Rough Non-deterministic Information Analysis Reviewed International journal

Hiroshi Sakai, Hitomi Okuma, Mao Wu and Michinori Nakata

Smart Innovation, Systems and Technologies, Springer ( Springer )   15   25 - 34   2012.05

On a Division Chart and NIS-Apriori Algorithm

Wu Mao, Yamaguchi Naoto, Nakata Michinori, Sakai Hiroshi

Proceedings of the Fuzzy System Symposium ( Japan Society for Fuzzy Theory and Intelligent Informatics )   28 ( 0 )   7 - 10   2012.01

Rough Sets Dealing with Possibilistic Information

NAKATA Michinori, Sakai Hiroshi

Proceedings of the Fuzzy System Symposium ( Japan Society for Fuzzy Theory and Intelligent Informatics )   28 ( 0 )   604 - 610   2012.01

A Mathematical Extension of Rough Set Based Issues toward Uncertain Information Analysis Invited Reviewed International journal

Hiroshi Sakai, Kohei Hayashi, Michinori Nakata, Dominik Slezak

New Mathematics and Natural Computation ( World Scienticfic )   7 ( 3 )   543 - 570   2011.11

Properties on Inclusion Relations and Division Charts in Non-deterministic Information Systems Reviewed International journal

Hitomi Okuma, Michinori Nakata, Dominik Slezak, Hiroshi Sakai

Proc. IEEE. Granular Computing ( IEEE )   521 - 526   2011.11

Toward Association Rules Based Decision Making in Lipski's Incomplete Information Databases Reviewed International journal

Hiroshi Sakai, Michinori Nakata

Proc. IEEE. Glanular Computing ( IEEE )   570 - 575   2011.11

A NIS-Apriori Based Rule Generator in Prolog and Its Functionality for Table Data Reviewed International journal

Hiroshi Sakai, Michinori Nakata, Dominik Slezak

Proc. RSKT 2011, Springer LNCS ( Springer )   6954   226 - 231   2011.10

A Prototype System for Rule Generation in Lipski's Incomplete Information Databases Reviewed International journal

Hiroshi Sakai, Michinori Nakata, Dominik Slezak

Proc. RSFDGrC 2011, Springer LNAI ( Springer )   6743   175 - 182   2011.06

Dual Rough Approximations in Information Tables with Missing Values Reviewed International journal

Michinori Nakata, Hiroshi Sakai

Proc. RSFDGrC 2011, Springer LNAI ( Springer )   6743   36 - 43   2011.06

Stable Rule Extraction and Decision Making in Rough Non-deterministic Information Analysis Reviewed International journal

Hiroshi Sakai,Hitomi Okuma,Michinori Nakata,Dominik Slezak

International Journal of Hybrid Intelligent Systems, IOS Press ( IOS Press )   8 ( 1 )   41 - 57   2011.03

Special issue: Rough and Fuzzy Methods for Data Mining Invited Reviewed International journal

Aboul Ella Hassanien,Hiroshi Sakai,Dominik Slezak,Michir K. Chakraborty,William Zhu

International Journal of Hybrid Intelligent Systems, IOS Press ( IOS Press )   8 ( 1 )   1 - 2   2011.03

On the Calculation of Data Dependencies by Granules inf and sup in Non-deterministic Information Systems

sakai Hiroshi, Okuma Hitomi, Nakata Michinori

Proceedings of the Fuzzy System Symposium ( Japan Society for Fuzzy Theory and Intelligent Informatics )   27 ( 0 )   93 - 93   2011.01

Dual Rough Approximations for Incomplete Information Tables

NAKATA Michinori, SAKAI Hiroshi

Proceedings of the Fuzzy System Symposium ( Japan Society for Fuzzy Theory and Intelligent Informatics )   27 ( 0 )   94 - 94   2011.01

Toward Rough Sets Based Rule Generation from Tables with Uncertain Numerical Values Reviewed International journal

Hiroshi Sakai,Michinori Nakata,Dominik Slezak

Advances in Intelligent and Soft Computing, Springer ( Springer )   68   395 - 406   2010.04

An Overview of Decision Making in Rough Non-deterministic Information Analysis Reviewed International journal

Hitomi Okuma,Michinori Nakata,Dominik Slezak,Hiroshi Sakai

the Second World Congress on Nature and Biologically Inspired Computing (NaBIC2010),IEEE Society Press ( IEEE )   1 - 6   2010.04

Rule Generation in Lipski's Incomplete Information Databases Reviewed International journal

Hiroshi Sakai,Michinori Nakata,Dominik Slezak

Rough Sets and Current Trends in Computing, 7th International Conference,Springer LNCS ( Springer )   6086   376 - 385   2010.04

The Lower and the Upper Systems of Rules in Tables with Missing Values Reviewed International journal

Hiroshi Sakai,Michinori Nakata,Dominik Slezak

Database Theory and Application, Springer, CCIS ( Springer )   118   132 - 141   2010.04

Two Rough Approximations for Information Tables Containing Missing Values Reviewed International journal

Michinori Nakata,Hiroshi Sakai

IEEE International Conference on Granular Computing ( IEEE )   363 - 368   2010.04

Stability Factor of Possible Rules in Non-deterministic Information Systems

Okuma Hitomi, Nakata Michinori, Sakai Hiroshi

Proceedings of the Fuzzy System Symposium ( Japan Society for Fuzzy Theory and Intelligent Informatics )   26 ( 0 )   176 - 176   2010.01

Lower System, the Upper System and Rules with Stability Factor in Non-deterministic Information Systems Reviewed International journal

Hiroshi Sakai,Kohei Hayashi,Michinori Nakata,Dominik Slezak

Proc. RSFDGrC 2009, Lecture Notes in AI ( Springer )   5908   313 - 320   2009.12

Preface Reviewed International journal

Sakai H., Chakraborty M., Hassanien A., Ślȩzak D., Zhu W.

Lecture Notes in Computer Science ( Springer )   5908   1 - 1   2009.12

Rough Sets under Non-deterministic Information Reviewed International journal

Michinori Nakata,Hiroshi Sakai

Proc. RSKT 2009, Lecture Notes in AI, Springer ( Springer )   5589   76 - 85   2009.04

Automatic Extraction of Decision Rules from Non-deterministic Data Systems: Theoretical Foundations and SQL-Based Implementation Reviewed International journal

Dominik Slezak,Hiroshi Sakai

Database Theory and Application, CCIS Series, Springer ( Springer )   64   151 - 162   2009.04

An Aspect of Decision Making in Rough Non-deterministic Information Analysis Reviewed International journal

Hiroshi Sakai,Kohei Hayashi,Hiroshi Kimura and Michinori Nakata

New Advances in Intelligent Decision Technologies, Springer ( Springer )   199   527 - 536   2009.04

An Overview of a Software Tool in Rough Non-deterministic Information Analysis Reviewed International journal

Hiroshi Sakai,Hiroshi Kimura,Michinori Nakata

IEEE ISMVL 2009 ( IEEE )   208 - 213   2009.04

Applying Rough Sets to Information Tables Containing Missing Values Reviewed International journal

Michinori Nakata,Hiroshi Sakai

IEEE ISMVL 2009 ( IEEE )   286 - 291   2009.04

On a Question-Answering Function in a Tool for Rough Non-deterministic Information Analysis

Hayashi Kohei, Nakata Michimori, Sakai Hiroshi

Proceedings of the Fuzzy System Symposium ( Japan Society for Fuzzy Theory and Intelligent Informatics )   25 ( 0 )   101 - 101   2009.01

Lower and upper approximations of rules in non-deterministic information systems Reviewed International journal

Sakai H., Ishibashi R., Nakata M.

Lecture Notes in Computer Science ( Springer )   5306   299 - 309   2008.12

Rough Sets Based Rule Generation from Data with Categorical and Numerical Values Invited Reviewed International journal

H.Sakai,K.Koba,M.Nakata

Journal of Advanced Computational Intelligence and Intelligent Informatics   15 ( 5 )   426 - 434   2008.04

Applying Rough Sets to Information Tables Containing Possibilistic Values Invited Reviewed International journal

M.Nakata,H.Sakai

Transactions on Computational Science, Springer-Verlag ( Springer )   2   180 - 204   2008.04

Rules and Apriori Algorithm in Non-deterministic Information Systems Invited Reviewed International journal

H.Sakai,R.Ishibashi,M.Nakata

Transaction on Rough Sets, Springer-Verlag ( Springer )   9   328 - 350   2008.04

Rough Sets Approximations in Data Tables Containing Missing Values Reviewed International journal

M.Nakata,H.Sakai

IEEE World Conference on Computational Intelligence ( IEEE )   673 - 680   2008.04

On Granular Computing and a Constraint Satisfaction Problem in Tables

Hayashi Kohei, Nakata Michimori, Sakai Hiroshi

Proceedings of the Fuzzy System Symposium ( Japan Society for Fuzzy Theory and Intelligent Informatics )   24 ( 0 )   142 - 142   2008.01

On Upper and Lower Approximations of Rules in Tables with Non-deterministic Information

Sakai Hiroshi, Hayashi Kohei, Nakata Michimori

Proceedings of the Fuzzy System Symposium ( Japan Society for Fuzzy Theory and Intelligent Informatics )   24 ( 0 )   143 - 143   2008.01

On a rough sets based tool for generating rules from data with categorical and numerical values Reviewed International journal

Sakai H., Koba K., Ishibashi R., Nakata M.

Proc. Mdai 2007,LNCS ( Springer )   4617   269 - 281   2007.12

On possible rules and apriori algorithm in non-deterministic information systems: Part 2 Reviewed International journal

Sakai H., Ishibashi R., Koba K., Nakata M.

RSFDGrC 2007, LNCS ( Springer )   4482   280 - 288   2007.12

Lower and Upper Approximations in Data Tables Containing Possibilistic Information Invited Reviewed International journal

M.Nakata,H.Sakai

Transaction on Rough Sets, International Rough Set Society ( Springer )   7   170 - 189   2007.04

On a Rough Sets Based Tool for Generating Rules from Data with Categorical and Numerical Values Reviewed International journal

H.Sakai,K.Koba,R.Ishibasi,M.Nakata

4th International Conference on Modeling Decisions for Artificial Intelligence, Lecture Notes in Artificial Intelligence, Springer-Verlag ( Springer )   4617   269 - 281   2007.04

Applying Rough Sets to Data Tables Containing Missing Values Reviewed International journal

M.Nakata,H.Sakai

Rough Sets and Emerging Intelligent Systems Paradigms, In Memoriam Zdzislaw Pawlak, Lecture Notes in Artificial Intelligence, Springer-Verlag, ( Springer )   4585   181 - 191   2007.04

On an Introduction of Numerical Patterns into Continuous Data and Its Application to Rough Sets Based Rule Generation

Koba Kazuhiro, Nakata Michinori, Sakai Hiroshi

Proceedings of the Fuzzy System Symposium ( Japan Society for Fuzzy Theory and Intelligent Informatics )   23 ( 0 )   797 - 797   2007.01

On Possible Rules and Apriori Algorithm in Non-deterministic Information Systems Reviewed International journal

Hiroshi Sakai,Michinori Nakata

lecture Notes in Artificial Intelligence, Springer-Verlag ( Springer )   4259   264 - 273   2006.11

Applying Rough Sets to Data Tables Containing Imprecise Information under Probabilistic Interpretation Reviewed International journal

Michinori Nakata,Hiroshi Sakai

Lecture Notes in Artificial Intelligence, Springer-Verlag ( Springer )   4259   213 - 223   2006.11

On Rough Sets Based Rule Generation from Tables with Numerical Values Reviewed International journal

Hiroshi Sakai,Kazuhiro Koba,Michinori Nakata

Proc. SCIS & ISIS2006   1-6(SU-D2-2)   2006.10

Rough Approximations under Two Interpretations of Missing Values Reviewed International journal

Michinori Nakata,Hiroshi Sakai

Proc. SCIS & ISIS2006   1-6(SU-D2-4)   2006.10

On Issues in Rough Non-deterministic Information Analysis (RNIA) Reviewed International journal

Hiroshi Sakai,Kazuhiro Koba,Michinori Nakata

Proc. 9th Czech-Japan Seminar, Czech Republic-Japan Research Project   65 - 70   2006.10

Rough Sets Approximations to Possibilistic Information Reviewed International journal

Michinori Nakata,Hiroshi Sakai

Proc. IEEE World Congress on Computational Intelligence ( IEEE )   No.4381 ( 1-8 )   2006.09

Special Issue on Rough Sets and Granular Computing Reviewed International journal

Hiroshi Sakai, Masahiro Inuiguchi

Journal of Advanced Computational Intelligence and Intelligent Informatics (JACIII)   10 ( 5 )   605 - 605   2006.09

Applying Rough Sets to Data Tables Containing Possibilistic Information Reviewed International journal

Michinori Nakata,Hiroshi Sakai

Lecture Notes in Artificial Intelligence, Springer Verlag ( Springer )   4062   147 - 155   2006.07

On Rough Sets based Rule Generation from Tables Reviewed International journal

H.Sakai,M.Nakata

Int'l. Journal of Innovative Computing, Information and Control   2 ( 1 )   1 - 19   2006.04

An Application of Rough Non-deterministic Information Analysis to Class Evaluation Data by Students Reviewed International journal

H.Sakai,K.Koba and M.Nakata

Kansei Engineering, Japan Society of Kansei Engineering   6 ( 3 )   25 - 32   2006.04

On a Rough Sets based Data Mining Tool in Prolog: An Overview Reviewed International journal

Hiroshi Sakai

Lecture Notes in Artificial Intelligence (Revised Selected Papers), Springer-Verlag ( Springer )   4369   48 - 65   2006.04

An Application of Discernibility Functions to Generating Minimal Rules in Non-deterministic Information Systems Reviewed International journal

Hiroshi Sakai,Michinori Nakata

Journal of Advanced Computational Intelligence and Intelligent Informatics (Guest Editors of This Number)   10 ( 5 )   695 - 702   2006.04

On possible rules and Apriori algorithm in non-deterministic information systems Reviewed International journal

Sakai H., Nakata M.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   4259 LNAI   264 - 273   2006.01

On Rough Sets Based Rule Generation from Tables with Numerical Values Reviewed International journal

Sakai Hiroshi, Koba Kazuhiro, Nakata Michinori

SCIS & ISIS   2006 ( 0 )   2232 - 2237   2006.01

Rough sets based minimal certain rule generation in non-deterministic information systems: An overview Reviewed International journal

Sakai H., Nakata M.

Frontiers in Artificial Intelligence and Applications   132   256 - 263   2005.12

On a tool for rough non-deterministic information analysis and its perspective for handling numerical data Reviewed International journal

Sakai H., Murai T., Nakata M.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ( Springer )   3558 LNAI   203 - 214   2005.12

Rough sets based Minimal Certain Rule Generation in Non-deterministic Information Systems: An Overview Reviewed International journal

H.Sakai,M.Nakata

Frontiers in Artificial Intelligence and Applications, IOS Press   132   256 - 263   2005.04

Rough-set-based approaches to containing incomplete information: possibility based cases Reviewed

M.Nakata,H.Sakai

Frontiers in Artificial Intelligence and Applications, IOS Press   132   234 - 241   2005.04

On a Tool for Rough Non-deterministic Information Analysis and Its Perspective for Handling Numerical Data Reviewed International journal

H.Sakai,T.Murai,M.Nakata

Lecture Notes in Artificial Intelligence, Springer-Verlag ( Springer )   3558   203 - 214   2005.04

On a Rough Sets based Data Mining Tool in Prolog: An Overview Reviewed International journal

Proc. 16th International Conference on Applications of Declarative Programming and Knowledge Management   147 - 156   2005.04

Checking Whether or Not Rough-Set-Based Methods to Incomplete Data Satisfy a Correct Criterion Reviewed International journal

M.Nakata,H.Sakai

Lecture Notes in Artificial Intelligence, Springer-Verlag   3558   227 - 239   2005.04

Discernibility Functions and Minimal Rules in Non-deterministic Information Systems Reviewed International journal

H.Sakai,M.Nakata

Lecture Notes in Artificial Intelligence, Springer-Verlag ( Springer )   3641   254 - 264   2005.04

Rough Sets Handling Missing Values Probabilistically Interpreted Reviewed International journal

M.Nakata,H.Sakai

Lecture Notes in Artificial Intelligence, Springer-Verlag   3641   325 - 334   2005.04

確率的なデータのラフ集合を適用することについての考察

中田　典規,酒井　浩

第４回ラフ集合と感性工学ワークショップ講演論文集   50 - 53   2005.04

授業評価アンケートのラフデータ解析について

酒井　浩,中田　典規

第４回ラフ集合と感性工学ワークショップ講演論文集   48 - 49   2005.04

Basic algorithms and tools for rough non-deterministic information analysis Reviewed International journal

Sakai H., Okuma A.

Transactions on Rough Sets (Springer LNCS) ( Springer )   3100   209 - 231   2004.12

Possible Equivalence Relations and Their Application to Hypothesis Generation in Non-deterministic Information Systems Reviewed International journal

Hiroshi Sakai

Transactions on Rough Sets, International Rough Set Society ( Springer )   2   82 - 106   2004.04

An Advancement of a Rough Sets based Rule Generator- Minimal Certain Rules and Discernibility Functions - Reviewed International journal

Proc. 2nd International Conference on Soft Computing and Intelligent Systems   THP 8, pp.1 - 6"   2004.04

An Interactive Tool for Generating Minimal Certain Rules in Non-deterministic Information Systems Reviewed International journal

Proc. Int'l. Workshop on Fuzzy Systems & Innovational Computing   2004.04

Rough-set-based Approaches to data containing missing values Interpreted as Possible Distributions

M.Nakata,H.Sakai

The 3rd Workshop on Rough Sets and Kansei Engineering   63 - 66   2004.04

On a Tool for Rough Non-deterministic Information Analysis

H.Sakai,M.Nakata

The 3rd Workshop on Rough Sets and Kansei Engineering   67 - 70   2004.04

Some Effective Procedures for Data Dependencies in Information Systems Reviewed International journal

Hiroshi Sakai

Studies in Fuzziness and Soft Computing ( Springer )   125   167 - 176   2003.04

On Rules in Non-deterministic Information Systems Reviewed International journal

Hiroshi Sakai

Bulletin of Int'l. Rough Set Society   7 ( 1-2 )   9 - 13   2003.04

アンケートデータからルールを抽出するためのツールについて

酒井　浩

ラフ集合研究部会第２回ワークショップ講演論文集   2003.04

A framework of rough sets based rule generation in non-deterministic information systems Reviewed International journal

Sakai H.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ( Springer )   2871   143 - 151   2003.01

On a Method to Extract Rules from a Table with Non-deterministic Information: A Rough Sets based Approach Reviewed International journal

Hiroshi Sakai

Bulletin of Informatics and Cybernetics   34 ( 1 )   13 - 28   2002.04

On Rough Sets based Hypothesis Generation from Tables with Non-deterministic Information Reviewed International journal

Proc. Soft Computing and Intelligence Systems 2002   25B5-1   pp.1 - 6   2002.04

On Possible Equivalence Relations in Non-deterministic Information Systems

Sakai Hiroshi

Proceedings of the Annual Conference of JSAI ( The Japanese Society for Artificial Intelligence )   2 ( 0 )   27 - 27   2002.01

Effective procedures for handling possible equivalence relations in non-deterministic information systems Reviewed International journal

Sakai H.

Fundamenta Informaticae ( IOS Press )   48 ( 4 )   343 - 362   2001.12

An Overview of a Tool for Extracting Rules from Databases with Incomplete Information Reviewed

Journal of Biomedical Soft Computing and Human Sciences   7   77 - 83   2001.04

An Enhancement of A Procedure for Checking Dependencies ofAttributes in A Table with Non-deterministic Information Reviewed

Hiroshi Sakai

Bulletin of International Rough Set Society   5 ( 1 )   81 - 87   2001.04

Two procedures for dependencies among attributes in a table with non-deterministic information: A summary Reviewed International journal

Sakai H.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   2253   301 - 305   2001.01

An algorithm for checking dependencies of attributes in a table with non-deterministic information: A rough sets based approach Reviewed International journal

Sakai H., Okuma A.

PRICAI 2000 (LNCS, Springer) ( Springer )   1886 LNAI   219 - 229   2000.12

On Rough Sets in Non-deterministic Information Systems

SAKAI Hiroshi, OKUMA Akimichi

14   447 - 448   2000.07

On A Theorem Prover for Variational Logic Programs with Funcfors Setu and Sets Reviewed International journal

H.Sakai,A.Okuma

Int'1. Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, World Scientific Publishing Company ( World Scienticfic )   8 ( 1 )   73 - 92   2000.04

On Logic Programs with Functors SETU and SETS, and Their Theorem Prover

IMAMOTO Atsushi, SAKAI Hiroshi, OKUMA Akimichi

Bulletin of the Kyushu Institute of Technology. Science and technology ( Kyushu Institute of Technology )   ( 72 )   9 - 16   2000.03

An Algorithm for Finding Equivalence Relations from Tables with Non-deterministic Information Reviewed International journal

Hiroshi Sakai

Proc. Rough Sets, Data Mining and Granular-Soft Computing, Lecture Notes in AI, Springer-Verlag   1711   64 - 72   1999.04

On A Diagnostic System for Digital Circuits Reviewed International journal

Methodologies for the Conception, Design and Application of Soft Computing   ２５５ - ２５８   1998.10

On A Variational Prolog Interpreter as A Diagnostic Tool for Digital Circuits Reviewed International journal

Application of Advanced Information Technologies, Cognizant Communication Corp.   1217 - 1224   1998.04

Some issues on nondeterministic knowledge bases with incomplete and selective information Reviewed International journal

Sakai H.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ( Springer )   1424   424 - 431   1998.01

ニュースファイル管理支援システムNFMの開発

酒井　浩

九州工業大学研究報告(工学)   ( 69 )   35 - 43   1997.04

Another Fuzzy Prolog Reviewed

Proc. 4th Int'l. Workshop on Rough Set, Fuzzy Set and Machine Discovery   261 - 268   1996.11

Applications of Logic Programs with Functor set to Automated Problem Solving under Uncertainty Reviewed

Proc. 9th Int'l. Conf. on IEA/AIE Gordon and Breach Scieuce Publisher   377 - 382   1996.04

Prolog Extension Based on Another Fuzziness Reviewed

561 - 562   1994.08

On Semantics for the LPII (Logic Programming with Incomplete Information) Reviewed

SAKAI HIROSHI

IPSJ Journal ( Information Processing Society of Japan (IPSJ) )   35 ( 5 )   706 - 713   1994.05

Some Proof Procedures and Their Application for Realizing Another Fuzzy Prolog Reviewed

Australian Joint Conference on AI(AI94)World Scientefic Publishing   283 - 290   1994.04

Hypothetical Reasoning with Modalities on Some Integrity Constraints Reviewed

Proc. Int. Conf. on Expert Systems for Development   171 - 175   1994.04

A Development of an Simple Database Management System for Library Data

Bulletin of Kyushu Institute of Technology   ( 66 )   37 - 44   1994.04

On Two Proof Procedures for Uncertain Knowledge Reviewed

303 - 306   1994.03

An Application of Hypothetical Reasoning for Disjunctive Logic Programming

SAKAI Hiroshi

7   71 - 74   1993.07

On a Framework for Logic Programming with Incomplete Information Reviewed International journal

Int. Journal Fundamenta Informaticae, Polish Mathematical Society ( IOS Press )   19 ( 3-4 )   223 - 234   1993.04

A Knowledge Base System Handling Incomplete Information Reviewed

AI'93, World Scientific Publishing   181 - 190   1993.04

A Prototype of an Abductive Theorem Prover for Indefinite Disjunctive Information

Bulletin of Kyushu Institute of Technology   65   39 - 44   1993.04

Completeness of Diamond-Resolution in Or-Type Knowledge Bases Reviewed

Bulletin of Informatics and Cybernetics   24 ( 1-2 )   27 - 38   1989.04

Inference methods and semantics on or-type knowledge bases Reviewed

Sakai H.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   383 LNAI   136 - 155   1989.01

On Intellectual Question-Answering with Incomplete Information Reviewed

Bulletin of Informatics and Cybernetics   23 ( 1-2 )   95 - 109   1988.04

オンラインシソーラスを用いる知的情報検索システム

酒井　浩

九州大学総合理工学研究科報告   10 ( 1 )   59 - 66   1988.04

汎用テキストデータベースシステムSIGMAの改訂について

酒井　浩

九州大学大型計算機センター計算機科学研究報告   4   41 - 50   1987.04

Recognition Power of Query Classes in Information Retrieval Systems Reviewed

INFORMANT   4 ( 1 )   16 - 36   1986.04

フィードバックを用いる情報検索の質問修正モデル

酒井　浩

九州大学総合理工学研究科報告   6 ( 2 )   235 - 242   1985.04

Mathematical Model of Information Retrieval System with Feedback Process Reviewed

Bulletin of Informatics and Cybernetics   21 ( 1-2 )   65 - 76   1984.04

丸善人工知能大辞典(様相論理、時間推論部分の翻訳）

多数（Joint translator）

丸善  1991.05 

可能性分布で表された情報のラフ集合での取り扱い

伍卯

ファジイシステムシンポジウム 

On a Rough Set-Based Software Tool getRNIA

An Application of a Data Mining Software getRNIA to Questionnaire Data

欠損値を含む情報テーブルにおけるラフ近似

中田典規

ファジイシステムシンポジウム２００８ 

ラフ集合とアプリオリ，多変量解析，決定木などの手法によるデータ解析の考察

第５回ラフ集合と感性に関する研究会 

欠損値を含むデータテーブルにおけるラフ近似

第５回ラフ集合と感性に関する研究会 

連続値連続値データも処理するラフデータ解析ツールについて　　

本人

第４回日本感性工学会（宮城大学）ラフ集合と感性ワークショップ 

授業評価アンケートのラフデータ解析について

本人

第３回ラフ集合と感性に関する研究会 

確率的なデータのラフ集合を適用することについての考察

第３回ラフ集合と感性に関する研究会 

可能性分布で表された情報を含むデータへのラフ集合の適用

第22回 ファジィ システム シンポジウム 

ラフ非決定情報解析ツールとその展開

本人

第２回ラフ集合に関する合同研究会 in 北九州  

確率的な情報を含むテーブルをラフ集合で扱う：度合いつき同値類による方法

本人

第２回ラフ集合に関する合同研究会 in 北九州  

情報システムにおけるラフデータ解析支援ツールについて

本人

Bulletin of Informatics and Cybernetics シンポジウム 

非決定情報システムにおける属性間の依存関係について

電気関係学会５３回大会（九産大） 

An Overview of NIS-Apriori Based Data Mining and Its Software Tool in SQL (Plenary lecture)

2018.06 

A Survey on Rough Non-deterministic Information Analysis: Table Data Analysis with Other Fuzziness

2015.12 

Excellent Paper Award in FIM2013 conference

2013.11.10

Mao Wu, Naoto Yamaguchi, Michinori Nakata, Hiroshi Sakai

仮説推論による論理プログラム生成の研究

Grant number：05780298  1993.04 - 1994.03   奨励研究(A)

推論による学習の基礎研究

Grant number：63633011  1988.04 - 1989.03   重点領域研究

3rd International Conference on Mathematical Modeling, Computational Intelligence Techniques and Renewable Energy (MMCITRE-2022) University of Technology, Sydney   International Advisory Committee member  

2021.08

Japan Society for Fuzzy Theory and Intelligent Informatics  

2021.05

Japan Society for Fuzzy Theory and Intelligent Informatics  

2021.04 - 2021.09

International Rough Sets Society   PC member IJCRS2021  

2021.01 - 2021.10

International Rough Sets Society   PC member CCGT'2021  

2021.01 - 2021.10

2 nd Int'l. Conf. Robotics, Intelligent Automation, Control Technoligy (RIACT 2021) Teesside University in India and Robotics by MDPI   International Advisory Committee member  

2021.01 - 2021.12

2nd International Conference on Mathematical Modeling, Computational Intelligence Techniques and Renewable Energy (MMCITRE-2021   International Advisory Committee member  

2021.01 - 2021.02

Japan Society for Fuzzy Theory and Intelligent Informatics  

2020.04 - 2020.11

Japan Society for Fuzzy Theory and Intelligent Informatics  

2020.04 - 2020.09

IEEE SMARTTECH2020   PC member in SMARTTECH2020  

2020.02 - 2020.11

International Rough Sets Society  

2020.01 - 2020.09

International Rough Sets Society   PC member in JRS2020  

2020.01 - 2020.07

Japan Society for Fuzzy Theory and Intelligent Informatics  

2019.04 - 2023.03

Japan Society for Fuzzy Theory and Intelligent Informatics  

2019.04 - 2019.09

International Rough Sets Society   PC member in JRS2019  

2018.12 - 2019.06

International Society of Management Engineers   PC member in TAMC2019  

2018.12 - 2019.04

Japan Society for Fuzzy Theory and Intelligent Informatics  

2018.09 - 2019.03

Japan Society for Fuzzy Theory and Intelligent Informatics   SCIS-ISIS2018 International Conference, Reviewer  

2018.05 - 2018.10

International Rough Sets Society  

2018.05 - 2018.11

Japan Society for Fuzzy Theory and Intelligent Informatics  

2018.04 - 2018.09

International Rough Sets Society  

2018.03 - 2018.10

International Rough Sets Society   PC member in JRS2017  

2018.03 - 2018.07

International Rough Sets Society  

2017.12 - 2018.03

Japan Society for Fuzzy Theory and Intelligent Informatics  

2017.09 - 2018.03

International Society of Management Engineers   Co-Chair  

2017.08

Japan Society for Fuzzy Theory and Intelligent Informatics   IFSA-ISIS2017 International Conference, Reviewer  

2017.05 - 2017.08

International Rough Sets Society   PC member in JRS2017  

2017.05 - 2017.07

Japan Society for Fuzzy Theory and Intelligent Informatics  

2017.04 - 2017.09

International Rough Sets Society  

2017.02 - 2017.05

International Society of Management Engineers   Co-Chair  

2016.10

International Rough Sets Society   PC member in JRS2016  

2016.05 - 2016.07

Japan Society for Fuzzy Theory and Intelligent Informatics   SCIS-ISIS2016 International Conference, Reviewer  

2016.04 - 2016.05

Japan Society for Fuzzy Theory and Intelligent Informatics  

2016.04 - 2016.09

International Rough Sets Society   PC member in IDT2016  

2016.03 - 2016.07

International Society of Management Engineers   PC member in CMCSN2016  

2016.01 - 2016.05

American Mathematical Society   Reviewer member of Math Sci Net Data Base  

2015.12 - 2016.01

Japan Society for Fuzzy Theory and Intelligent Informatics   SCIS-ISIS2015 International Conference, Reviewer  

2015.08 - 2015.09

International Rough Sets Society   ISMIS2015 International Conference, Reviewer  

2015.06

Chinese Association of Artificial Intelligence   CAAI Transactions on Intelligence Technology (Elsevier) Editorial Board Member  

2015.05

International Rough Sets Society  

2015.05 - 2015.11

Japan Society for Fuzzy Theory and Intelligent Informatics  

2015.04 - 2015.09

日本人工知能学会   人工知能学会 (北九州)ローカル委員  

2015.03 - 2015.06

International Rough Sets Society   PC member in JRS2015  

2015.01 - 2015.11

KES International   Reviewer  

2015.01 - 2015.09

International Rough Sets Society   PC member in JRS2014  

2014.07

Japan Society for Fuzzy Theory and Intelligent Informatics  

2014.04 - 2014.09

Japan Society for Fuzzy Theory and Intelligent Informatics   Organized session Co-Chair, ISIS2014 Int'l. Conference  

2014.01 - 2014.12

IIAI International Conference on Advanced Applied Informatics (IIAI AAI 2014)   Local arrangement chair  

2014.01 - 2014.12

International Rough Sets Society   Program Committee member in JRS2014  

2014.01 - 2014.07

Japan Society for Fuzzy Theory and Intelligent Informatics  

2013.04 - 2013.09

International Rough Sets Society   Program Committee member in JRS2013  

2013.03 - 2013.10

International Journal of Rough Sets and Data Analysis, Information Resources Management Association   Editorial Board Member  

2012.12

International Rough Sets Society   Advisory Committee member  

2012.08 - 2017.03

Japan Society for Fuzzy Theory and Intelligent Informatics  

2012.04 - 2012.09

Inderscience Publisher International Journal of Reasoning-based Intelligent Systems (IJRIS)   Guest Editor  

2011.10 - 2012.11

Japan Society for Fuzzy Theory and Intelligent Informatics  

2011.04 - 2011.09

International Rough Sets Society   Program Committee member in RSKT2011  

2011.03 - 2011.10

Ashdin Publishing International Journal of Swarm Intelligence and Evolutionary Computation (IJSIEC)   Associate Editor  

2011.01

Transaction on Rough Sets誌   ゲストエディタ  

2011.01 - 2011.08

International Rough Sets Society   Program Committee member in RSFDGrC2011  

2011.01 - 2011.07

IOS Press International Journal of Hybrid Intelligent Systems (IJHIS)  

2010.04 - 2011.03

International Rough Sets Society   Program Committee member in RSCTC2010  

2009.11 - 2010.05

International Rough Sets Society   Program Committee member in RSKT2010  

2009.10 - 2010.04

International Rough Sets Society   Proc. RSFDGrC2009 (LNAI5908, Springer Guest Editor) Program Chair  

2009.04 - 2009.12

International Rough Sets Society   Program Committee member in RSKT2009  

2009.01 - 2009.07

International Rough Sets Society   Program Committee member in RSCTC2008  

2008.02 - 2008.10

International Rough Sets Society   Program Committee member in RSKT2008  

2007.09 - 2008.03

Inderscience Publisher International Journal of Reasoning-based Intelligent Systems (IJRIS)   Editorial Board  

2007.04

International Rough Sets Society   Program Committee member in RSFDGrC2007  

2006.10 - 2007.05

Japan Society for Fuzzy Theory and Intelligent Informatics  

2006.04 - 2007.03

International Rough Sets Society   Program Committee member in RSCTC2006  

2006.03 - 2006.11

International Rough Sets Society   Program Committee member in RSFDGrC2005  

2005.02 - 2005.09

Japan Society for Fuzzy Theory and Intelligent Informatics  

2004.04