Shusaku Tsumoto

456 papers A* 9A 1B 68C 28Misc 36Journal 58Unranked 228

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Algebraic Analysis of Rule Mining Space. ICDM (Workshops) Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano, Katsutoshi Yada
2025	B	`conf`	Medical Incident Reports Analysis. IEEE Big Data Tomohiro Kimura, Shusaku Tsumoto
2025	B	`conf`	Topological Data Analysis in Rule Mining Space. IEEE Big Data Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2024	—	`conf`	Covid-19 and Multichannel Customers. ICDM (Workshops) Katsutoshi Yada, Tomoya Ikeda, Genki Yoshida, Takahiro Hakozaki, Ken Matsumoto, Shusaku Tsumoto
2024	—	`conf`	Temporal Data Mining in AI-based Patient Navigation Service. ICDM (Workshops) Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano, Katsutoshi Yada
2024	B	`conf`	Toward the Implementation of the DPC Code Classification System in Hospital Information Systems. IEEE Big Data Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2024	B	`conf`	Toward the Implementation of the DPC Code Classification System in Hospital Information Systems. IEEE Big Data Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2023	B	`conf`	Analysis of Medical Incident Reports using Text Mining IEEE Big Data Tomohiro Kimura, Shusaku Tsumoto, Shoji Hirano
2023	B	`conf`	Using Hospital Information System Data to Estimate Nursing Care Needs. IEEE Big Data Hiroyuki Ikedo, Tomohiro Kimura, Shusaku Tsumoto, Shoji Hirano
2022	J	`jnl`	Expectation-Maximization (EM) Clustering as a Preprocessing Method for Clinical Pathway Mining. Rev. Socionetwork Strateg. Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2022	B	`ed.`	IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022 IEEE Big Data Shusaku Tsumoto, Yukio Ohsawa, Lei Chen, Dirk Van den Poel, Xiaohua Hu, Yoichi Motomura, Takuya Takagi, Lingfei Wu, Ying Xie, Akihiro Abe, Vijay Raghavan
2022	J	`jnl`	Order Trajectory Analysis for Monitoring Clinical Process. Rev. Socionetwork Strateg. Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2022	B	`conf`	Similarity Analysis of Order Trajectory for Hospital Management. IEEE Big Data Tomohiro Kimura, Shusaku Tsumoto, Shoji Hirano
2022	B	`conf`	Temporal Data Mining in AI-based Patient Navigation Service. IEEE Big Data Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano, Katsutoshi Yada
2021	—	`conf`	Comparison of Clustering Strategies using a Partition Tree. IST Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2021	J	`jnl`	Determination of Disease from Discharge Summaries. Rev. Socionetwork Strateg. Shusaku Tsumoto, Tomohirno Kimura, Shoji Hirano
2021	—	`conf`	Empirical Rule Induction Methods Selection. IEEE BigData Shusaku Tsumoto
2021	—	`conf`	Granular Computing based Comparison of Agglomerative Clustering. IEEE BigData Shusaku Tsumoto
2021	J	`jnl`	Mining Clinical Pathways Using Dual Clustering. Rev. Socionetwork Strateg. Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2021	J	`jnl`	Mining Clinical Process from Hospital Information System: A Granular Computing Approach. Fundam. Informaticae Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
2020	—	`conf`	Automated Dual Clustering for Clinical Pathway Mining IEEE BigData Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2020	C	`conf`	From Texts to Classification Knowledge. ICIS Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2020	—	`conf`	Goal-Driven Structured Argumentation for Patient Management in a Multimorbidity Setting. CLAR Tiago Oliveira, Jérémie Dauphin, Ken Satoh, Shusaku Tsumoto, Paulo Novais
2020	—	`conf`	How Shoppers Walk and Shop in a Supermarket. ICDM (Workshops) Katsutoshi Yada, Ken Ishibashi, Taku Ohashi, Danhua Wang, Shusaku Tsumoto
2020	—	`conf`	Mining in Discharge Summaries. JSAI Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2020	—	`conf`	Order Trajectory Analysis in Hospital Information System IEEE BigData Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
2019	—	`conf`	Clinical Pathway Generation from Order Histories and Discharge Summaries. ICDM Workshops Shoji Hirano, Haruko Iwata, Tomohiro Kimura, Shusaku Tsumoto
2019	—	`conf`	Estimation of Disease Code from Electronic Patient Records. IEEE BigData Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
2019	—	`conf`	Granular Rules for Medical Diagnosis. IFSA/NAFIPS Shusaku Tsumoto, Shoji Hirano
2019	—	`conf`	Mining frequent temporal patterns from medical data based on fuzzy ranged relations. IEEE BigData Shoji Hirano, Shusaku Tsumoto
2018	A	`conf`	Argumentation with Goals for Clinical Decision Support in Multimorbidity. AAMAS Tiago Oliveira, Jérémie Dauphin, Ken Satoh, Shusaku Tsumoto, Paulo Novais
2018	B	`conf`	Clinical Pathway Generation Based on Hierarchical Clustering and EM Clustering. SMC Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
2018	—	`conf`	Clinical Pathway Generation from Hospital Information System. ITQM Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
2018	J	`jnl`	Cognitive Computing: Methodologies for Neural Computing and Semantic Computing in Brain-Inspired Systems. Int. J. Softw. Sci. Comput. Intell. Yingxu Wang, Victor Raskin, Julia Rayz, George Baciu, Aladdin Ayesh, Fumio Mizoguchi, Shusaku Tsumoto, Dilip Patel, Newton Howard
2018	—	`conf`	Construction of Clinical Pathway Generation from Nursing Records and Discharge Summaries. ICDM Workshops Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
2018	—	`conf`	Empirical Comparison of Distances for Agglomerative Hierarchical Clustering. IPMU (2) Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
2018	B	`conf`	Empirical Comparison of Similarities for Agglomerative Hierarchical Clustering. SMC Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
2018	—	`conf`	From Hospital Big Data to Clinical Process: A Granular Computing Approach. IEEE BigData Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
2017	J	`jnl`	Abstract Intelligence: Embodying and Enabling Cognitive Systems by Mathematical Engineering. Int. J. Cogn. Informatics Nat. Intell. Yingxu Wang, Lotfi A. Zadeh, Bernard Widrow, Newton Howard, Françoise Beaufays, George Baciu, D. Frank Hsu, Guiming Luo, Fumio Mizoguchi, Shushma Patel, Victor Raskin, Shusaku Tsumoto, Wei Wei, Du Zhang
2017	—	`conf`	Construction of Discharge Summaries Classifier. ICHI Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
2017	—	`conf`	Construction of discharge summaries classifier. IEEE ICCI*CC Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
2017	—	`conf`	Discharge Summaries Classifier. IIH-MSP (2) Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
2017	—	`conf`	Frequent Temporal Pattern Mining for Medical Data Based on Ranged Relations. ICDM Workshops Shoji Hirano, Shusaku Tsumoto
2017	—	`conf`	Induction of Rule for Differential Diagnosis. IJCRS (1) Shusaku Tsumoto, Shoji Hirano
2017	—	`conf`	Mining Text for Disease Diagnosis. ITQM Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
2017	—	`conf`	Mining text for disease diagnosis in hospital information system. IEEE BigData Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
2016	—	`conf`	A Data Mining Approach on the Structure of Patient Satisfaction in HCAHPS Databases. ICHI Masumi Okuda, Akira Yasuda, Shusaku Tsumoto
2016	—	`conf`	A proposal of a privacy-preserving questionnaire by non-deterministic information and its analysis. IEEE BigData Shusaku Tsumoto, Michinori Nakata, Hiroshi Sakai, Chenxi Liu
2016	—	`conf`	Active mining process for software quality estimation. ICCI*CC Shusaku Tsumoto, Shoji Hirano
2016	—	`conf`	Construction of clinical pathway from histories of clinical actions in hospital information system. IEEE BigData Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2016	—	`conf`	Construction of linguistic variables based on rule induction and concept hierarchy. ICCI*CC Shusaku Tsumoto, Shoji Hirano
2016	B	`conf`	Construction of linguistic variables from data and domain knowledge. SMC Shusaku Tsumoto, Shoji Hirano
2016	—	`conf`	Dual Clustering for Clinical Care Construction. ICHI Haruko Iwata, Shusaku Tsumoto, Shoji Hirano
2016	J	`jnl`	Healthy diet assessment mechanism based on fuzzy markup language for Japanese food. Soft Comput. Mei-Hui Wang, Kanta Kurozumi, Mikiko Kawaguchi, Chang-Shing Lee, Hiroshi Tsuji, Shusaku Tsumoto
2016	—	`conf`	Incremental Updates of Rough Set-Based Probabilistic Rules. CMCSN Shusaku Tsumoto, Shoji Hirano
2016	—	`conf`	Linguistic Variables Construction in Information Table. IJCRS Shusaku Tsumoto, Shoji Hirano
2016	—	`conf`	Mining process for improvement of clinical process quality. IEEE BigData Shusaku Tsumoto, Shoji Hirano, Haruko Iwata, Norio Yoshimoto, Tomohiro Kimura
2016	J	`jnl`	Multidimensional temporal mining in hospital information system. Int. J. Comput. Intell. Stud. Shusaku Tsumoto, Shoji Hirano
2016	—	`conf`	On Behavior of Statistical Indices in Incremental Context. IJCRS Shusaku Tsumoto, Shoji Hirano
2015	—	`conf`	Analytics for Hospital Management. ASE BD&SI Shusaku Tsumoto, Shoji Hirano
2015	—	`conf`	Clinical application of the integrated multicenter discharge summary database. MedInfo Takahiro Suzuki, Shunsuke Doi, Yutaka Hatakeyama, Masayuki Honda, Yasushi Matsumura, Gen Shimada, Mitsuhiro Takasaki, Shusaku Tsumoto, Hideto Yokoi, Katsuhiko Takabayashi
2015	—	`conf`	Data decomposition and dual clustering for clinical care management. IEEE BigData Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2015	—	`conf`	Dual Clustering and Data Decomposition for Nursing Care Management. ASE BD&SI Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2015	—	`conf`	Formalization of Medical Diagnostic Rules. RSFDGrC Shusaku Tsumoto, Shoji Hirano
2015	—	`conf`	Granular formalization of medical diagnostic process. IEEE BigData Shusaku Tsumoto, Shoji Hirano
2015	—	`conf`	Layered Rule Induction. ITQM Shusaku Tsumoto, Shoji Hirano
2015	J	`jnl`	Maintenance and Discovery of Domain Knowledge for Nursing Care using Data in Hospital Information System. Fundam. Informaticae Haruko Iwata, Shoji Hirano, Shusaku Tsumoto
2015	—	`conf`	Mining Schedule of Nursing Care Based on Dual-Clustering. ITQM Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2015	—	`conf`	Mining probabilistic rules using nonmonotonic rule layers. ICCI*CC Shusaku Tsumoto, Shoji Hirano
2015	—	`conf`	Rule Mining Based on Nonmonotonic Rule Layers and Its Application to Medicine. ICDM Workshops Shusaku Tsumoto, Shoji Hirano
2015	—	`conf`	Statistical Estimation of Software Quality in Hospital Information System. ICServ Shusaku Tsumoto, Shoji Hirano, Toshihiko Kawamura
2015	—	`conf`	The Change of the Structure of Patient Satisfaction by Waiting Time, Length of Stay and Hospital Rebuilding in Japan. ICDM Workshops Masumi Okuda, Akira Yasuda, Shusaku Tsumoto
2015	—	`conf`	The Effects of Waiting Time, Length of Stay, and Hospital Remodeling on the Structure of Patient Satisfaction. ICServ Masumi Okuda, Akira Yasuda, Shusaku Tsumoto
2014	—	`conf`	Construction of Clinical Pathway based on Similarity-based Mining in Hospital Information System. ITQM Haruko Iwata, Shoji Hirano, Shusaku Tsumoto
2014	—	`conf`	Data Mining-Based Service Quality Estimation in Hospital Information System. ICDM Workshops Toshihiko Kawamura, Tomohiro Kimura, Shusaku Tsumoto
2014	J	`jnl`	Estimation of Service Quality of a Hospital Information System Using a Service Log. Rev. Socionetwork Strateg. Toshihiko Kawamura, Tomohiro Kimura, Shusaku Tsumoto
2014	—	`conf`	Evaluation of Leave-One Out Method Based on Incremental Sampling Scheme. RSEISP Shusaku Tsumoto, Shoji Hirano
2014	—	`conf`	Exploratory Analysis of Factors of Patient Satisfaction in HCAHPS Databases. ICServ Masumi Okuda, Akira Yasuda, Shusaku Tsumoto
2014	—	`conf`	Factors of Patient Satisfaction Based on Distant Analysis in HCAHPS Databases. ICDM Workshops Masumi Okuda, Akira Yasuda, Shusaku Tsumoto
2014	—	`conf`	Formal Analysis of Leave-One-Out Methods Based on Decremental Sampling Scheme. WI-IAT (1) Shusaku Tsumoto, Shoji Hirano
2014	—	`conf`	Formal Analysis of Statistical Dependence Based Homological Algebra. WI-IAT (1) Shusaku Tsumoto, Shoji Hirano
2014	Misc	`conf`	Formal analysis of cross-validation based on decremental sampling scheme. GrC Shusaku Tsumoto, Shoji Hirano
2014	—	`conf`	Formal analysis of cross-validation for rule induction using probabilistic indices. ICCI*CC Shusaku Tsumoto, Shoji Hirano
2014	B	`conf`	Formal analysis of leave-one out method based on decremental sampling scheme. SMC Shusaku Tsumoto, Shoji Hirano
2014	Misc	`conf`	Healthcare IT: Integration of consumer healthcare data and electronic medical records for chronic disease management. GrC Shusaku Tsumoto, Shoji Hirano
2014	B	`conf`	Homological analysis of statistical dependence. SMC Shusaku Tsumoto, Shoji Hirano
2014	—	`conf`	Incremental rule induction based on updates of statistical indices. ICCI*CC Shusaku Tsumoto, Shoji Hirano
2014	—	`conf`	Mining Typical Order Sequences from EHR for Building Clinical Pathways. PAKDD Workshops Shoji Hirano, Shusaku Tsumoto
2014	Misc	`conf`	Probabilistic rule induction based on incremental sampling scheme. GrC Shusaku Tsumoto, Shoji Hirano
2014	J	`jnl`	Similarity-based behavior and process mining of medical practices. Future Gener. Comput. Syst. Shusaku Tsumoto, Haruko Iwata, Shoji Hirano, Yuko Tsumoto
2014	—	`conf`	Towards Data-Oriented Schedule Management in Hospital. SRII Global Conference Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2014	—	`conf`	Visualization of Patient Distributions in a Hospital Based on the Clinical Actions Stored in EHR. ICDM Workshops Shoji Hirano, Shusaku Tsumoto
2014	B	`conf`	Visualizing dynamics of patients in hospitals using devise locations. SMC Shoji Hirano, Shusaku Tsumoto
2013	Misc	`conf`	Algebraic analysis of statistical dependence. GrC Shusaku Tsumoto, Shoji Hirano
2013	—	`conf`	Clinical Schedule Management Using Similarity-Based Mining Methods. ICHI Haruko Iwata, Shusaku Tsumoto, Shoji Hirano
2013	—	`conf`	Clinical schedule management based on granularity-based mining. CYBCONF Haruko Iwata, Shusaku Tsumoto, Shoji Hirano
2013	—	`conf`	Cluster analysis of treatment processes based on the typicalness measure for building clinical pathways. BIBM Shoji Hirano, Shusaku Tsumoto
2013	—	`conf`	Clustering of Order Sequences Based on the Typicalness Index for Finding Clinical Pathway Candidates. ICDM Workshops Shoji Hirano, Shusaku Tsumoto
2013	J	`jnl`	Clustering of non-metric proximity data based on bi-links with ϵ-indiscernibility. J. Intell. Inf. Syst. Shoji Hirano, Shusaku Tsumoto
2013	J	`jnl`	Combinatorics in Pearson residuals. Int. J. Knowl. Eng. Soft Data Paradigms Shusaku Tsumoto, Shoji Hirano
2013	J	`jnl`	Combinatorics of Information Granule in Contingency Table. Int. J. Intell. Syst. Shusaku Tsumoto, Shoji Hirano
2013	—	`conf`	Construction of the Integrated Multicentre Discharge Summary Database. MedInfo Takahiro Suzuki, Shunsuke Doi, Shinsuke Fujita, Yutaka Hatakeyama, Masayuki Honda, Yasushi Matsumura, Gen Shimada, Mitsuhiro Takasaki, Shusaku Tsumoto, Hideto Yokoi, Katsuhiko Takabayashi
2013	—	`conf`	Data mining based clinical care plan construction. iCAST/UMEDIA Haruko Iwata, Shusaku Tsumoto, Shoji Hirano
2013	—	`conf`	Data-Oriented Maintenance of Schedule Management of Nursing Care. ICServ Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2013	—	`conf`	Ensuring the Security and Availability of a Hospital Wireless LAN System. MedInfo Eisuke Hanada, Takato Kudou, Shusaku Tsumoto
2013	—	`conf`	Evaluation of Incremental Change of Set-Based Indices. RSKT Shusaku Tsumoto, Shoji Hirano
2013	B	`conf`	Evaluation of set-based indices based on incremental sampling framework. FUZZ-IEEE Shusaku Tsumoto, Shoji Hirano
2013	B	`conf`	FML-based Japanese diet assessment system. FUZZ-IEEE Kanta Kurozumi, Shun-Teng Lan, Mei-Hui Wang, Chang-Shing Lee, Mikiko Kawaguchi, Shusaku Tsumoto, Hiroshi Tsuji
2013	—	`conf`	Granularity-based mining for construction of nursing care plan. ICCI*CC Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2013	—	`conf`	Granularity-based temporal data mining in hospital information system. IEEE BigData Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2013	J	`jnl`	Incremental Induction of Medical Diagnostic Rules Based on Incremental Sampling Scheme and SubRule Layers. Fundam. Informaticae Shusaku Tsumoto, Shoji Hirano
2013	—	`conf`	Incremental Induction of Medical Diagnostic Rules. Brain and Health Informatics Shusaku Tsumoto, Shoji Hirano
2013	B	`conf`	Incremental Induction of Probabilistic Rules Based on Incremental Sampling Scheme. SMC Shusaku Tsumoto, Shoji Hirano
2013	Misc	`conf`	Incremental induction of medical diagnostic rules. GrC Shusaku Tsumoto, Shoji Hirano
2013	J	`jnl`	Installation of Secure, Always Available Wireless LAN Systems as a Component of the Hospital Communication Infrastructure. J. Medical Syst. Eisuke Hanada, Takato Kudou, Shusaku Tsumoto
2013	—	`conf`	Mining Clinical Pathway Based on Clustering and Feature Selection. Brain and Health Informatics Haruko Iwata, Shoji Hirano, Shusaku Tsumoto
2013	B	`conf`	Mining Clinical Pathway Candidates from Order History Based on the Clustering of Order Sequences. SMC Shoji Hirano, Shusaku Tsumoto
2013	B	`conf`	Mining Clinical Pathway Using Clustering and Rule Induction. SMC Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2013	—	`conf`	Mining Clinical Process in Order Histories Using Sequential Pattern Mining Approach. PAKDD Workshops Shusaku Tsumoto, Hidenao Abe
2013	—	`conf`	Mining hierarchical temporal association rules in a publication database. ICCI*CC Guo-Cheng Lan, Tzung-Pei Hong, Pei-Shan Wu, Shusaku Tsumoto
2013	B	`conf`	Mining nursing care plan from data extracted from hospital information system. ASONAM Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2013	J	`jnl`	Perspectives on Cognitive Computers and Knowledge Processors. Int. J. Cogn. Informatics Nat. Intell. Yingxu Wang, Gabriele Fariello, Marina L. Gavrilova, Witold Kinsner, Fumio Mizoguchi, Shushma Patel, Dilip Patel, Fernando L. Pelayo, Victor Raskin, Duane F. Shell, Shusaku Tsumoto
2013	—	`ch.`	Professor Zdzisław Pawlak (1926-2006): Founder of the Polish School of Artificial Intelligence. Rough Sets and Intelligent Systems (1) Andrzej Skowron, Mihir K. Chakraborty, Jerzy W. Grzymala-Busse, Victor W. Marek, Sankar K. Pal, James F. Peters, Grzegorz Rozenberg, Dominik Slezak, Roman Slowinski, Shusaku Tsumoto, Alicja Wakulicz-Deja, Guoyin Wang, Wojciech Ziarko
2013	—	`ch.`	Rough Sets and Medical Differential Diagnosis. Rough Sets and Intelligent Systems (1) Shusaku Tsumoto
2013	J	`jnl`	Special issue on challenges in knowledge discovery and data mining. J. Intell. Inf. Syst. Shusaku Tsumoto
2012	—	`ed.`	Brain Informatics - International Conference, BI 2012, Macau, China, December 4-7, 2012. Proceedings Brain Informatics Fabio Massimo Zanzotto, Shusaku Tsumoto, Niels Taatgen, Yiyu Yao
2012	—	`conf`	Characterizing Hospital Services Using Temporal Data Mining. SRII Global Conference Shusaku Tsumoto, Shoji Hirano, Haruko Iwata, Yuko Tsumoto
2012	—	`conf`	Comparing Similarity of Concepts Identified by Temporal Patterns of Terms in Biomedical Research Documents. RSKT Shusaku Tsumoto, Hidenao Abe
2012	—	`conf`	Comparing similarity of concepts identified by temporal patterns of terms in biomedical research documents. ICCI*CC Shusaku Tsumoto, Hidenao Abe
2012	—	`conf`	Construction and maintenance of clinical pathways using data mining methods. MIX-HS Shusaku Tsumoto, Haruko Iwata, Shoji Hirano
2012	—	`ch.`	Data Mining: From Medical Decision Support to Hospital Management. Journeys to Data Mining Shusaku Tsumoto
2012	—	`conf`	Data-Oriented Construction and Maintenance of Clinical Pathway Using Similarity-Based Data Mining Methods. ICDM Workshops Haruko Iwata, Shusaku Tsumoto, Shoji Hirano
2012	B	`conf`	Data-oriented maintenance of clinical pathway using clustering and multidimensional scaling. SMC Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2012	Misc	`conf`	Degree of freedom and numbers of subdeterminants in contingency table. GrC Shusaku Tsumoto, Shoji Hirano
2012	J	`jnl`	Detection of research trends from bibliographical data. Int. J. Data Min. Model. Manag. Hidenao Abe, Shusaku Tsumoto
2012	—	`conf`	Exploratory temporal data mining process in hospital information systems. ICCI*CC Shusaku Tsumoto, Haruko Iwata, Shoji Hirano, Yuko Tsumoto
2012	Misc	`conf`	Geometrical interpretation of pearson residuals. GrC Shusaku Tsumoto, Shoji Hirano
2012	—	`conf`	Incremental Rules Induction Based on Rule Layers. RSKT Shusaku Tsumoto, Shoji Hirano
2012	C	`conf`	Incremental Rules Induction Method Based on Three Rule Layers. ISMIS Shusaku Tsumoto, Shoji Hirano
2012	B	`conf`	Information granules in medical differential diagnosis. SMC Shusaku Tsumoto, Shoji Hirano
2012	—	`conf`	Multidimensional temporal mining in clinical data. IHI Shusaku Tsumoto, Shoji Hirano
2012	J	`jnl`	Perspectives on eBrain and Cognitive Computing. Int. J. Cogn. Informatics Nat. Intell. Yingxu Wang, James A. Anderson, George Baciu, Gerhard Budin, D. Frank Hsu, Mitsuru Ishizuka, Witold Kinsner, Fumio Mizoguchi, Toyoaki Nishida, Kenji Sugawara, Shusaku Tsumoto, Du Zhang
2012	—	`conf`	Temporal Data Mining for Nursing Schedule Management. IBICA Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2012	B	`conf`	Temporal data mining of order entry histories for characterization of medical practice. CBMS Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
2012	—	`conf`	Towards data: a human/machine-oriented approach of medical data collection. IHI Shusaku Tsumoto, Mihoko Otake, Hiroshi Nakajima, Takayuki Fujita, Yan Chow
2012	B	`conf`	Trajectories mining in hospital information systems. SMC Shusaku Tsumoto, Shoji Hirano
2012	Misc	`conf`	Visualization of doctors' behavior using similarity-based methods. GrC Shusaku Tsumoto, Shoji Hirano, Yuko Tsumoto
2011	Misc	`conf`	A clustering method for asymmetric proximity data based on bi-links with ε-indiscernibility. GrC Shoji Hirano, Shusaku Tsumoto
2011	Misc	`conf`	A new framework for incremental rule induction based on rough sets. GrC Shusaku Tsumoto
2011	—	`conf`	Capturing Behavior of Medical Staff: A Similarity-Oriented Temporal Data Mining Approach. FGIT Shusaku Tsumoto, Shoji Hirano, Haruko Iwata, Yuko Tsumoto
2011	Misc	`conf`	Clustering-based analysis in hospital information systems. GrC Shusaku Tsumoto, Shoji Hirano, Yuko Tsumoto
2011	Misc	`conf`	Combinatorics of pearson residuals and degree of freedom in contingency tables. GrC Shusaku Tsumoto, Shoji Hirano
2011	—	`conf`	Comparing a Clustering Density Criteria of Temporal Patterns of Terms Obtained by Different Feature Sets. RSKT Hidenao Abe, Shusaku Tsumoto
2011	Misc	`conf`	Constructing features for document classification by using temporal patterns of term usages. GrC Hidenao Abe, Shusaku Tsumoto
2011	J	`jnl`	Correlation and Regression Analysis for Characterizations of a University Hospital. Rev. Socionetwork Strateg. Yuko Tsumoto, Shusaku Tsumoto
2011	C	`conf`	Data Mining in Meningoencephalitis: The Starting Point of Discovery Challenge. ISMIS Shusaku Tsumoto, Katsuhiko Takabayashi
2011	J	`jnl`	Detection of risk factors using trajectory mining. J. Intell. Inf. Syst. Shusaku Tsumoto, Shoji Hirano
2011	J	`jnl`	Evaluating a Temporal Pattern Detection Method for Finding Research Keys in Bibliographical Data. Trans. Rough Sets Hidenao Abe, Shusaku Tsumoto
2011	C	`conf`	Incremental Rule Induction Based on Rough Set Theory. ISMIS Shusaku Tsumoto
2011	—	`conf`	Information Reuse in Hospital Information Systems: A Similarity-Oriented Data Mining Approach. RSKT Shusaku Tsumoto, Shoji Hirano
2011	Misc	`conf`	Information reuse in hospital information systems: A data mining approach. IRI Shusaku Tsumoto, Shoji Hirano, Yuko Tsumoto
2011	C	`conf`	Mining Classification Rules for Detecting Medication Order Changes by Using Characteristic CPOE Subsequences. ISMIS Hidenao Abe, Shusaku Tsumoto
2011	J	`jnl`	Residual as Linear Sum of Matrix Determinants in Multiway Contingency Tables. Int. J. Comput. Intell. Syst. Shusaku Tsumoto, Shoji Hirano
2011	—	`conf`	Rule induction methods with hierachical sampling. IEEE ICCI*CC Shusaku Tsumoto
2011	J	`jnl`	Special issue on data mining for decision making and risk management. J. Intell. Inf. Syst. Shusaku Tsumoto, Tzung-Pei Hong
2011	B	`conf`	Temporal data mining in history data of hospital information systems. SMC Shusaku Tsumoto, Shoji Hirano, Hidenao Abe, Yuko Tsumoto
2011	—	`conf`	Visualization of Hospital Services Using Data Mining Methods. ICDM Workshops Shusaku Tsumoto, Shoji Hirano, Yuko Tsumoto
2010	—	`conf`	A "Ubiquitous Environment" through Wireless Voice/Data Communication and a Fully Computerized Hospital Information System in a University Hospital. E-HEALTH Eisuke Hanada, Shusaku Tsumoto, Shotai Kobayashi
2010	—	`conf`	Analysis of Research Keys as Tempral Patterns of Technical Term Usages in Bibliographical Data. AMT Hidenao Abe, Shusaku Tsumoto
2010	—	`conf`	Automated Empirical Selection of Rule Induction Methods Based on Recursive Iteration of Resampling Methods and Multiple Testing. ICDM Workshops Shusaku Tsumoto, Shoji Hirano
2010	—	`conf`	Automated Empirical Selection of Rule Induction Methods Based on Recursive Iteration of Resampling Methods. IIP Shusaku Tsumoto, Shoji Hirano, Hidenao Abe
2010	—	`conf`	Comparing order entry subsequences related to CPOE correction factors. IEEE ICCI Hidenao Abe, Shusaku Tsumoto
2010	—	`conf`	Curvature Maxima-based Trajectories Mining. ICDM Workshops Shoji Hirano, Shusaku Tsumoto
2010	—	`conf`	Discovering Research Key Terms as Temporal Patterns of Importance Indices for Text Mining. KES (3) Hidenao Abe, Shusaku Tsumoto
2010	J	`jnl`	Exploratory Univariate Analysis on the Characterization of a University Hospital: A Preliminary Step to Data-Mining-Based Hospital Management Using an Exploratory Univariate Analysis of a University Hospital. Rev. Socionetwork Strateg. Yuko Tsumoto, Shusaku Tsumoto
2010	Misc	`conf`	Geometrical and Combinatorial Nature of Pearson Residuals. GrC Shusaku Tsumoto, Shoji Hirano
2010	Misc	`conf`	Hierarchical, Granular Representation of Non-metric Proximity Data. GrC Shoji Hirano, Shusaku Tsumoto
2010	J	`jnl`	Improving a rule evaluation support method based on objective indices. Int. J. Adv. Intell. Paradigms Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
2010	—	`conf`	Incremental discovery of probabilistic rules from clinical databases based on rough set theory. IEEE ICCI Shusaku Tsumoto
2010	Misc	`conf`	Information Granules of Statistical Dependence in Multiway Contingency Tables. GrC Shusaku Tsumoto, Shoji Hirano
2010	—	`conf`	Likelihood-Based Sampling from Databases for Rule Induction Methods. RSKT Shusaku Tsumoto, Shoji Hirano, Hidenao Abe
2010	—	`conf`	Mining Temporal Patterns of Technical Term Usages in Bibliographical Data. IIP Hidenao Abe, Shusaku Tsumoto
2010	J	`jnl`	Multiscale Comparison and Clustering of Three-Dimensional Trajectories Based on Curvature Maxima. Int. J. Inf. Technol. Decis. Mak. Shoji Hirano, Shusaku Tsumoto
2010	—	`conf`	Multiscale Comparison of Three-Dimensional Trajectories Based on the Curvature Maxima and Its Application to Medicine. SBP Shoji Hirano, Shusaku Tsumoto
2010	Misc	`conf`	Qualitative Simulation Based on Ranked Hyperreals. GrC Shusaku Tsumoto
2010	—	`conf`	Representation of Granularity for Non-Euclidian Relational Data by Jaccard Coefficients and Binary Classifications. RSCTC Shoji Hirano, Shusaku Tsumoto
2010	—	`conf`	Residual Analysis of Statistical Dependence in Multiway Contingency Tables. RSKT Shusaku Tsumoto, Shoji Hirano
2010	J	`jnl`	Risk Mining in Medicine: Application of Data Mining to Medical Risk Management. Fundam. Informaticae Shusaku Tsumoto, Shoji Hirano
2010	—	`conf`	Sampling from databases for rule induction methods based on likelihood ratio test. IEEE ICCI Shusaku Tsumoto, Shoji Hirano, Hidenao Abe
2010	J	`jnl`	Some Remarks on the Concept of Approximations from the View of Knowledge Engineering. Int. J. Cogn. Informatics Nat. Intell. Tsau Young Lin, Rushin Barot, Shusaku Tsumoto
2010	—	`conf`	Text Categorization with Considering Temporal Patterns of Term Usages. ICDM Workshops Hidenao Abe, Shusaku Tsumoto
2010	B	`conf`	Three dimensional trajectories mining. SMC Shusaku Tsumoto, Shoji Hirano
2010	—	`conf`	Towards Data-Oriented Hospital Services: Data Mining-Based Hospital Management. ICDM Workshops Shusaku Tsumoto, Shoji Hirano, Yuko Tsumoto
2010	—	`ed.`	Transactions on Rough Sets XII Trans. Rough Sets James F. Peters, Andrzej Skowron, Roman Slowinski, Pawan Lingras, Duoqian Miao, Shusaku Tsumoto
2010	B	`conf`	Trend detection from large text data. SMC Hidenao Abe, Shusaku Tsumoto
2009	—	`conf`	A Comparison of Composed Objective Rule Evaluation Indices Using PCA and Single Indices. RSKT Hidenao Abe, Shusaku Tsumoto
2009	—	`conf`	A method to characterize dataset based on objective rule evaluation indices. Data Mining, Intrusion Detection, Information Security and Assurance, and Data Networks Security Hidenao Abe, Shusaku Tsumoto
2009	—	`conf`	Comparing Temporal Behavior of Phrases on Multiple Indexes with a Burst Word Detection Method. RSFDGrC Hidenao Abe, Shusaku Tsumoto
2009	J	`jnl`	Contingency Matrix Theory II: Degree of Dependence as Granularity. Fundam. Informaticae Shusaku Tsumoto, Shoji Hirano
2009	J	`jnl`	Contingency matrix theory: Statistical dependence in a contingency table. Inf. Sci. Shusaku Tsumoto
2009	—	`ch.`	Dependency and Granularity inData. Encyclopedia of Complexity and Systems Science Shusaku Tsumoto, Shoji Hirano
2009	—	`conf`	Detecting Similarity of Transferring Datasets Based on Features of Classification Rules. ICDM Workshops Hidenao Abe, Shusaku Tsumoto
2009	—	`conf`	Detecting Temporal Patterns of Importance Indices about Technical Phrases. KES (2) Hidenao Abe, Shusaku Tsumoto
2009	B	`conf`	Detecting Temporal Patterns of Technical Phrases by using Importance Indices in a Research Documents. SMC Hidenao Abe, Shusaku Tsumoto
2009	C	`conf`	Detecting Temporal Trends of Technical Phrases by Using Importance Indices and Linear Regression. ISMIS Hidenao Abe, Shusaku Tsumoto
2009	Misc	`conf`	Detection of trends of technical phrases in text mining. GrC Hidenao Abe, Shusaku Tsumoto
2009	B	`conf`	Distribution of Derminants of Contingency Tables. SMC Shusaku Tsumoto
2009	—	`ch.`	Evaluating Learning Algorithms Composed by a Constructive Meta-learning Scheme for a Rule Evaluation Support Method. Mining Complex Data Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
2009	—	`conf`	Evaluating a method to detect temporal trends of phrases in research documents. IEEE ICCI Hidenao Abe, Shusaku Tsumoto
2009	—	`conf`	Evaluation of a Classification Rule Mining Algorithm Based on Secondary Differences. KES (2) Shusaku Tsumoto, Hidenao Abe
2009	J	`jnl`	Investigating Accuracies of Classifications for Randomized Imbalanced Class Distributions. Fundam. Informaticae Hidenao Abe, Shusaku Tsumoto
2009	—	`book`	Mining Complex Data Mining Complex Data Djamel A. Zighed, Shusaku Tsumoto, Zbigniew W. Ras, Hakim Hacid
2009	—	`conf`	Multiscale Comparison of Three-Dimensional Trajectories: A Preliminary Step. RSFDGrC Shoji Hirano, Shusaku Tsumoto
2009	Misc	`conf`	Multivariate statistical independence and contingency tables. GrC Shusaku Tsumoto, Shoji Hirano, Hidenao Abe
2009	—	`ed.`	New Frontiers in Applied Data Mining, PAKDD 2008 International Workshops, Osaka, Japan, May 20-23, 2008. Revised Selected Papers PAKDD Workshops Sanjay Chawla, Takashi Washio, Shin-ichi Minato, Shusaku Tsumoto, Takashi Onoda, Seiji Yamada, Akihiro Inokuchi
2009	B	`conf`	Pearson Residuals in Multi-way Contingency Tables. SMC Shusaku Tsumoto, Shoji Hirano, Hidenao Abe
2009	J	`jnl`	Preface: Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (I). Fundam. Informaticae Yingxu Wang, Du Zhang, Shusaku Tsumoto
2009	J	`jnl`	Preface: Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II). Fundam. Informaticae Yingxu Wang, Du Zhang, Shusaku Tsumoto
2009	—	`ch.`	Rough Set Data Analysis. Encyclopedia of Complexity and Systems Science Shusaku Tsumoto
2009	—	`ed.`	Rough Sets and Knowledge Technology, 4th International Conference, RSKT 2009, Gold Coast, Australia, July 14-16, 2009. Proceedings RSKT Peng Wen, Yuefeng Li, Lech Polkowski, Yiyu Yao, Shusaku Tsumoto, Guoyin Wang
2009	J	`jnl`	Statistical Independence and Determinants in a Contingency Table - Interpretation of Pearson Residuals based on Linear Algebra -. Fundam. Informaticae Shusaku Tsumoto, Shoji Hirano
2009	—	`conf`	Temporal data mining for hospital management. Data Mining, Intrusion Detection, Information Security and Assurance, and Data Networks Security Shusaku Tsumoto, Shoji Hirano
2008	C	`conf`	Analyzing Behavior of Objective Rule Evaluation Indices Based on Pearson Product-Moment Correlation Coefficient. ISMIS Hidenao Abe, Shusaku Tsumoto
2008	—	`conf`	Analyzing Behavior of Objective Rule Evaluation Indices Based on a Correlation Coefficient. KES (2) Hidenao Abe, Shusaku Tsumoto
2008	—	`conf`	Analyzing Correlation Coefficients of Objective Rule Evaluation Indices on Classification Rules. RSKT Hidenao Abe, Shusaku Tsumoto
2008	—	`conf`	Application of data mining to medical risk management. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security Shusaku Tsumoto, Kimiko Matsuoka, Shigeki Yokoyama
2008	—	`book`	Communications and Discoveries from Multidisciplinary Data Communications and Discoveries from Multidisciplinary Data Shuichi Iwata, Yukio Ohsawa, Shusaku Tsumoto, Ning Zhong, Yong Shi, Lorenzo Magnani
2008	—	`conf`	Comparing Accuracies of Rule Evaluation Models to Determine Human Criteria on Evaluated Rule Sets. ICDM Workshops Hidenao Abe, Shusaku Tsumoto
2008	J	`jnl`	Contingency Matrix Theory I: Rank and Statistical Independence in a Contigency Table. Trans. Comput. Sci. Shusaku Tsumoto, Shoji Hirano
2008	Misc	`conf`	Decomposition of Pearson Residuals of Three-variables Contingency Cube. GrC Shusaku Tsumoto, Shoji Hirano
2008	—	`conf`	Detection of Risk Factors as Temporal Data Mining. PAKDD Workshops Shoji Hirano, Shusaku Tsumoto
2008	—	`ch.`	Discovery of Clusters from Proximity Data: An Approach Using Iterative Adjustment of Binary Classifications. Communications and Discoveries from Multidisciplinary Data Shoji Hirano, Shusaku Tsumoto
2008	—	`ch.`	Evaluating Learning Algorithms to Support Human Rule Evaluation with Predicting Interestingness Based on Objective Rule Evaluation Indices. Communications and Discoveries from Multidisciplinary Data Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
2008	—	`conf`	Finding Functional Groups of Objective Rule Evaluation Indices Using PCA. PAKM Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
2008	—	`conf`	Fuzziness from attribute generalization in information table. IEEE ICCI Shusaku Tsumoto, Shoji Hirano
2008	Misc	`conf`	Hierarchical Clustering of Asymmetric Proximity Data based on the Indiscernibility-level. GrC Shoji Hirano, Shusaku Tsumoto
2008	—	`conf`	Hierarchical Clustering of Non-Euclidean Relational Data Using Indiscernibility-Level. RSKT Shoji Hirano, Shusaku Tsumoto
2008	—	`conf`	Hospital Management Based on Data Mining. ISDA (3) Shusaku Tsumoto, Shoji Hirano
2008	—	`conf`	Implementing a Rule Generation Method Based on Secondary Differences of Two Criteria. RSCTC Hidenao Abe, Shusaku Tsumoto
2008	Misc	`conf`	Investigating Accuracies of Rule Evaluation Models on Randomized Labeling and Human Evaluation. GrC Hidenao Abe, Shusaku Tsumoto
2008	—	`ed.`	Mining Complex Data, ECML/PKDD 2007 Third International Workshop, MCD 2007, Warsaw, Poland, September 17-21, 2007, Revised Selected Papers MCD Zbigniew W. Ras, Shusaku Tsumoto, Djamel A. Zighed
2008	B	`conf`	Mining Trajectories of Laboratory Data using Multiscale Matching and Clustering. CBMS Shusaku Tsumoto, Shoji Hirano
2008	—	`ch.`	On Pseudo-Statistical Independence in a Contingency Table. Data Mining: Foundations and Practice Shusaku Tsumoto
2008	B	`conf`	Partial statistical independence in contingency matrix. FUZZ-IEEE Shusaku Tsumoto, Shoji Hirano
2008	—	`conf`	Qualitative fuzzy sets and granularity. IEEE ICCI Tsau Young Lin, Shusaku Tsumoto
2008	—	`ch.`	Risk Mining as New Trends in Hospital Management. Next Generation of Data Mining Shusaku Tsumoto, Shoji Hirano
2008	—	`ch.`	Risk Mining for Infection Control. Communications and Discoveries from Multidisciplinary Data Shusaku Tsumoto, Kimiko Matsuoka, Shigeki Yokoyama
2008	—	`ch.`	Role of Sample Size and Determinants in Granularity of Contingency Matrix. Data Mining: Foundations and Practice Shusaku Tsumoto
2008	—	`conf`	Statistical Independence and Contingency Matrix. ICDM Workshops Shusaku Tsumoto, Shoji Hirano
2008	—	`conf`	Statistical Independence of Multi-variables from the Viewpoint of Linear Algebra. RSCTC Shusaku Tsumoto, Shoji Hirano
2008	B	`conf`	Statistical dependence in contingency data cube. SMC Shusaku Tsumoto, Shoji Hirano
2008	—	`conf`	Statistical independence in three-variables contingency cube. IEEE ICCI Shusaku Tsumoto, Shoji Hirano
2008	B	`conf`	Trajectory mining using multiscale matching and clustering. FUZZ-IEEE Shoji Hirano, Shusaku Tsumoto
2007	—	`conf`	Analysis of Relationship between Blood Stream Infection and Clinical Background in Patients' Lactobacillus Therapy by Data Mining. ICDM Workshops Kimiko Matsuoka, Shigeki Yokoyama, Kumitomo Watanabe, Shusaku Tsumoto
2007	—	`conf`	Attribute Generalization and Fuzziness in Data Mining Contexts. RSFDGrC Shusaku Tsumoto
2007	—	`conf`	Charcteristics of Pearson Residuals in a Contingency Matrix. IEEE ICCI Shusaku Tsumoto, Shoji Hirano
2007	Misc	`conf`	Cluster Analysis of Trajectory Data on Hospital Laboratory Examinations. AMIA Shoji Hirano, Shusaku Tsumoto
2007	—	`conf`	Cluster analysis of temporal trajectories of hospital laboratory examinations. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security Shoji Hirano, Shusaku Tsumoto
2007	B	`conf`	Contingency matrix theory. SMC Shusaku Tsumoto, Shoji Hirano
2007	—	`conf`	Data Mining Analysis of Relationship Between Blood Stream Infection and Clinical Background in Patients Undergoing Lactobacillus Therapy. JSAI Kimiko Matsuoka, Shigeki Yokoyama, Kunitomo Watanabe, Shusaku Tsumoto
2007	B	`conf`	Dealing with granularity on non-euclidean relational data based on indiscernibility level. SMC Shoji Hirano, Shusaku Tsumoto
2007	J	`jnl`	Detection of interesting rules using visualization of differences between rules' syntactic and semantic similarities using multidimensional scaling. Int. J. Knowl. Based Intell. Eng. Syst. Shusaku Tsumoto, Shoji Hirano
2007	—	`conf`	Discovery of Risky Cases in Chronic Diseases: An Approach Using Trajectory Grouping. JSAI Shoji Hirano, Shusaku Tsumoto
2007	—	`conf`	Discovery of exacerbating cases in chronic hepatitis based on cluster analysis of time-series platelet count data. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security Shoji Hirano, Shusaku Tsumoto
2007	—	`conf`	Evaluating Learning Algorithms to Construct Rule Evaluation Models Based on Objective Rule Evaluation Indices. IEEE ICCI Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
2007	J	`jnl`	Evaluating Learning Algorithms to Support Human Rule - Evaluation Based on Objective Rule Evaluation Indices. Data Sci. J. Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
2007	—	`conf`	Evaluating Learning Models with Transitions of Human Interests Based on Objective Rule Evaluation Indices. MedInfo Hidenao Abe, Hideto Yokoi, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
2007	—	`conf`	Evaluating a Constructive Meta-learning Algorithm for a Rule Evaluation Support Method Based on Objective Indices. KES (2) Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
2007	B	`conf`	Evaluating learning algorithms for a rule evaluation support method. SMC Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
2007	Misc	`conf`	Evaluation of Learning Costs of Rule Evaluation Models Based on Objective Indices to Predict Human Hypothesis Construction Phases. GrC Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Hideto Yokoi, Takahira Yamaguchi
2007	J	`jnl`	Evaluation of rule interestingness measures in medical knowledge discovery in databases. Artif. Intell. Medicine Miho Ohsaki, Hidenao Abe, Shusaku Tsumoto, Hideto Yokoi, Takahira Yamaguchi
2007	—	`conf`	Identifying Exacerbating Cases in Chronic Diseases Based on the Cluster Analysis of Trajectory Data on Laboratory Examinations. ICDM Workshops Shoji Hirano, Shusaku Tsumoto
2007	—	`conf`	International Workshop on Risk Informatics (RI2007). JSAI Takashi Washio, Shusaku Tsumoto
2007	Misc	`conf`	Meaning of Pearson Residuals - Linear Algebra View. GrC Shusaku Tsumoto, Shoji Hirano
2007	—	`conf`	Medical Reasoning and Rough Sets. RSEISP Shusaku Tsumoto
2007	Misc	`conf`	Mining Diagnostic Taxonomy and Diagnostic Rules for Multi-Stage Medical Diagnosis from Hospital Clinical Data. GrC Shusaku Tsumoto
2007	—	`conf`	Mining Rules for Risk Factors on Blood Stream Infection in Hospital Information System. BIBM Kimiko Matsuoka, Shigeki Yokoyama, Kunitomo Watanabe, Shusaku Tsumoto
2007	—	`conf`	Trajectory Analysis of Laboratory Tests as Medical Complex Data Mining. MCD Shoji Hirano, Shusaku Tsumoto
2007	J	`jnl`	Visualization of Differences between Rules' Syntactic and Semantic Similarities using Multidimensional Scaling. Fundam. Informaticae Shusaku Tsumoto, Shoji Hirano
2007	—	`conf`	Visualization of Similarities and Dissimilarities Between Rules Using Multidimensional Scaling. KES (2) Shusaku Tsumoto, Shoji Hirano
2006	—	`conf`	A Framework for Unsupervised Selection of Indiscernibility Threshold in Rough Clustering. RSCTC Shoji Hirano, Shusaku Tsumoto
2006	C	`ed.`	Advances in Knowledge Acquisition and Management, Pacific Rim Knowledge Acquisition Workshop, PKAW 2006, Guilin, China, August 7-8, 2006, Revised Selected Papers PKAW Achim G. Hoffmann, Byeong Ho Kang, Debbie Richards, Shusaku Tsumoto
2006	Misc	`conf`	Analysis of sample size effect on dependency of contingency matrix. GrC Shusaku Tsumoto, Shoji Hirano
2006	—	`book`	Chance Discoveries in Real World Decision Making: Data-based Interaction of Human Intelligence and Artificial Intelligence Yukio Ohsawa, Shusaku Tsumoto
2006	C	`conf`	Characteristics of Indiscernibility Degree in Rough Clustering Examined Using Perfect Initial Equivalence Relations. ISMIS Shoji Hirano, Shusaku Tsumoto
2006	Misc	`conf`	Characterization of contextual independence of contingency matrix. GrC Shusaku Tsumoto, Shoji Hirano
2006	A*	`conf`	Cluster Analysis of Time-Series Medical Data Based on the Trajectory Representation and Multiscale Comparison Techniques. ICDM Shoji Hirano, Shusaku Tsumoto
2006	—	`conf`	Data Structure and Algorithm in Data Mining: Granular Computing View. COMPSAC (1) Shusaku Tsumoto
2006	B	`conf`	Decomposition of Contingency Table as Tensor Product. FUZZ-IEEE Shusaku Tsumoto, Shoji Hirano
2006	—	`conf`	Developing a Rule Evaluation Support Method Based on Objective Indices. RSKT Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
2006	—	`conf`	Distribution of Determinants of Contingency Matrix. RSCTC Shusaku Tsumoto, Shoji Hirano
2006	—	`conf`	Evaluating Learning Algorithms Composed by a Constructive Meta-Learning Scheme for a Rule Evaluation Support Method. ICDM Workshops Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
2006	C	`conf`	Evaluating Learning Algorithms for a Rule Evaluation Support Method Based on Objective Rule Evaluation Indices. ISMIS Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
2006	C	`conf`	Evaluating Learning Algorithms with Meta-learning Schemes for a Rule Evaluation Support Method Based on Objective Indices. PKAW Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Hideto Yokoi, Takahira Yamaguchi
2006	—	`conf`	Evaluating Learning Models for a Rule Evaluation Support Method Based on Objective Indices. RSCTC Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
2006	B	`conf`	Evaluating Model Construction Methods with Objective Rule Evaluation Indices to Support Human Experts. MDAI Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
2006	B	`conf`	Evaluating a Rule Evaluation Support Method Based on Objective Rule Evaluation Indices. PAKDD Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
2006	—	`conf`	Interpretation of Contingency Matrix Using Marginal Distributions. RSCTC Shusaku Tsumoto, Shoji Hirano
2006	B	`conf`	Meaning of Marginal Distributions in a Contingency Table. SMC Shusaku Tsumoto, Shoji Hirano
2006	—	`ch.`	Mining Hospital Management Data using R. Chance Discoveries in Real World Decision Making Yuko Tsumoto, Shusaku Tsumoto
2006	—	`conf`	Mining hospital management data. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security Shusaku Tsumoto, Yuko Tsumoto
2006	B	`conf`	On the Nature of Degree of Indiscerniblity for Rough Clustering. SMC Shoji Hirano, Shusaku Tsumoto
2006	—	`conf`	Pawlak Rough Set Model, Medical Reasoning and Rule Mining. RSCTC Shusaku Tsumoto
2006	—	`conf`	Proposal of Medical KDD Support User Interface Utilizing Rule Interestingness Measures. ICDM Workshops Miho Ohsaki, Hidenao Abe, Shusaku Tsumoto, Hideto Yokoi, Takahira Yamaguchi
2006	—	`conf`	Residual Matrix and Statistical Independence in a Contingency Table. ICDM Workshops Shusaku Tsumoto, Shoji Hirano
2006	—	`conf`	Risk Mining - Overview. JSAI Shusaku Tsumoto, Takashi Washio
2006	—	`conf`	Risk Mining in Hospital Information Systems. ICDM Workshops Shusaku Tsumoto, Kimiko Matsuoka, Shigeki Yokoyama
2006	B	`conf`	Risk Mining in Hospital Information Systems. SMC Shusaku Tsumoto, Kimiko Matsuoka, Shigeki Yokoyama
2006	—	`conf`	Risk Mining in Medicine: Application of Data Mining to Medical Risk Management. WImBI Shusaku Tsumoto, Yuko Tsumoto, Kimiko Matsuoka, Shigeki Yokoyama
2006	—	`conf`	Risk Mining: Mining Nurses' Incident Factors and Application of Mining Results to Prevention of Incidents. RSCTC Shusaku Tsumoto, Kimiko Matsuoka, Shigeki Yokoyama
2006	—	`ch.`	Statistical Independence as Linear Dependence in a Contingency Table. Foundations and Novel Approaches in Data Mining Shusaku Tsumoto
2006	—	`conf`	Visualization of similarities and dissimilarities in rules using MDS. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security Shusaku Tsumoto
2005	—	`conf`	A Clustering Method for Spatio-temporal Data and Its Application to Soccer Game Records. RSFDGrC (1) Shoji Hirano, Shusaku Tsumoto
2005	—	`conf`	A Parallel, Structural Comparison Scheme of Time-Series Implemented on a PC Cluster. SAINT Workshops Shoji Hirano, Shusaku Tsumoto
2005	A*	`conf`	A Rule Evaluation Support Method with Learning Models Based on Objective Rule Evaluation Indexes. ICDM Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
2005	—	`ed.`	Active Mining, Second International Workshop, AM 2003, Maebashi, Japan, October 28, 2003, Revised Selected Papers Active Mining Shusaku Tsumoto, Takahira Yamaguchi, Masayuki Numao, Hiroshi Motoda
2005	Misc	`conf`	An indiscernibility-based clustering method. GrC Shoji Hirano, Shusaku Tsumoto
2005	J	`jnl`	Automated discovery of chronological patterns in long time-series medical datasets. Int. J. Intell. Syst. Shusaku Tsumoto, Shoji Hirano
2005	—	`conf`	Classification of temporal sequences using multiscale matching and rough clustering. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security Shoji Hirano, Shusaku Tsumoto
2005	—	`conf`	Clinical Decision Support Based on Mobile Telecommunication Systems. Web Intelligence Shusaku Tsumoto, Shoji Hirano, Hidenao Abe, Hideaki Nakakuni, Eisuke Hanada
2005	C	`conf`	Clustering Time-Series Medical Databases Based on the Improved Multiscale Matching. ISMIS Shoji Hirano, Shusaku Tsumoto
2005	Misc	`conf`	Degree of Dependence as Granularity in a Contingency Table. GrC Shusaku Tsumoto, Shoji Hirano
2005	C	`conf`	Evaluating a Rule Evaluation Support Method with Learning Models Based on Objective Rule Evaluation Indices - A Case Study with a Meningitis Data Mining Result. HIS Hidenao Abe, Miho Ohsaki, Shusaku Tsumoto, Takahira Yamaguchi
2005	—	`book`	Foundations of Data Mining and knowledge Discovery Tsau Young Lin, Setsuo Ohsuga, Churn-Jung Liau, Xiaohua Hu, Shusaku Tsumoto
2005	C	`ed.`	Foundations of Intelligent Systems, 15th International Symposium, ISMIS 2005, Saratoga Springs, NY, USA, May 25-28, 2005, Proceedings ISMIS Mohand-Said Hacid, Neil V. Murray, Zbigniew W. Ras, Shusaku Tsumoto
2005	—	`conf`	Granularity and statistical independence in a contingency table. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security Shusaku Tsumoto
2005	C	`conf`	Grouping of Soccer Game Records by Multiscale Comparison Technique and Rough Clustering. HIS Shoji Hirano, Shusaku Tsumoto
2005	Misc	`conf`	Linear independence in a contingency table. GrC Shusaku Tsumoto, Shoji Hirano
2005	—	`conf`	On Constructing Clusters from Non-Euclidean Dissimilarity Matrix by Using Rough Clustering. JSAI Workshops Shoji Hirano, Shusaku Tsumoto
2005	—	`conf`	On Degree of Dependence Based on Contingency Matrix. RSFDGrC (1) Shusaku Tsumoto, Shoji Hirano
2005	—	`ch.`	On Statistical Independence in a Contingency Table. Foundations of Data Mining and knowledge Discovery Shusaku Tsumoto
2005	—	`conf`	On statistical independence of a contingency matrix. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security Shusaku Tsumoto, Shoji Hirano
2005	J	`jnl`	Rough representation of a region of interest in medical images. Int. J. Approx. Reason. Shoji Hirano, Shusaku Tsumoto
2005	C	`conf`	Statistical Independence from the Viewpoint of Linear Algebra. ISMIS Shusaku Tsumoto
2005	B	`conf`	Strucutural Comparison and Cluster Analysis of Time-Series Medical Data. SMC Shoji Hirano, Shusaku Tsumoto
2005	C	`conf`	Visualization of Similarities and Dissimilarities in Rules Using Multidimensional Scaling. ISMIS Shusaku Tsumoto, Shoji Hirano
2005	B	`conf`	Visualization of differences between rules' syntactic and semantic similarities. SMC Shusaku Tsumoto
2004	B	`conf`	A Comparative Study of Clustering Methods for Long Time-Series Medical Databases. MDAI Shusaku Tsumoto, Shoji Hirano
2004	—	`conf`	Cluster analysis of long time-series medical datasets. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Shoji Hirano, Shusaku Tsumoto
2004	J	`jnl`	Comparison of clustering methods for clinical databases. Inf. Sci. Shoji Hirano, Xiaoguang Sun, Shusaku Tsumoto
2004	—	`ch.`	Computational Analysis of Acquired Dyslexia of Kanji Characters based on Conventional and Rough Neural Networks. Rough-Neural Computing: Techniques for Computing with Words Shusaku Tsumoto
2004	—	`conf`	Detection of Differences between Syntactic and Semantic Similarities. Rough Sets and Current Trends in Computing Shoji Hirano, Shusaku Tsumoto
2004	J	`jnl`	Extraction of Structure of Medical Diagnosis from Clinical Data. Fundam. Informaticae Shusaku Tsumoto
2004	—	`conf`	Finding Interesting Pass Patterns from Soccer Game Records. PKDD Shoji Hirano, Shusaku Tsumoto
2004	B	`conf`	Mining Diagnostic Taxonomy Using Interval-Based Similarity from Clinical Databases. MDAI Shusaku Tsumoto
2004	J	`jnl`	Mining diagnostic rules from clinical databases using rough sets and medical diagnostic model. Inf. Sci. Shusaku Tsumoto
2004	—	`conf`	On the Degree of Independence of a Contingency Matrix. Rough Sets and Current Trends in Computing Shoji Hirano, Shusaku Tsumoto
2004	—	`conf`	Rank and independence in contingency table. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Shusaku Tsumoto
2004	—	`ed.`	Rough Sets and Current Trends in Computing, 4th International Conference, RSCTC 2004, Uppsala, Sweden, June 1-5, 2004, Proceedings Rough Sets and Current Trends in Computing Shusaku Tsumoto, Roman Slowinski, Henryk Jan Komorowski, Jerzy W. Grzymala-Busse
2004	—	`conf`	Workshop on Active Mining (AM-2004). JSAI Workshops Masayuki Numao, Takahira Yamaguchi, Shusaku Tsumoto, Hiroshi Motoda
2003	—	`conf`	Active Mining Project: Overview. Active Mining Shusaku Tsumoto, Takahira Yamaguchi, Masayuki Numao, Hiroshi Motoda
2003	J	`jnl`	An Indiscernibility-Based Clustering Method with Iterative Refinement of Equivalence Relations -Rough Clustering-. J. Adv. Comput. Intell. Intell. Informatics Shoji Hirano, Shusaku Tsumoto
2003	—	`conf`	An Indiscernibility-Based Clustering Method with Iterative Refinement of Equivalence Relations. PKDD Shoji Hirano, Shusaku Tsumoto
2003	J	`jnl`	Automated extraction of hierarchical decision rules from clinical databases using rough set model. Expert Syst. Appl. Shusaku Tsumoto
2003	—	`conf`	Automated rule induction with grouping target concepts. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Shusaku Tsumoto
2003	J	`jnl`	Chance Discovery in Medicine - Detection of Rare Risky Events in Chronic Diseases. New Gener. Comput. Shusaku Tsumoto
2003	—	`conf`	Characteristics of Accuracy and Coverage in Rule Induction. RSFDGrC Shusaku Tsumoto
2003	—	`conf`	Comparison of similarity measures and clustering methods for time-series medical data mining. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Shoji Hirano, Shusaku Tsumoto
2003	B	`conf`	Dealing with Relative Similarity in Clustering: An Indiscernibility Based Approach. PAKDD Shoji Hirano, Shusaku Tsumoto
2003	—	`conf`	Empirical Comparison of Clustering Methods for Long Time-Series Databases. Active Mining Shoji Hirano, Shusaku Tsumoto
2003	C	`conf`	Empirical Evaluation of Dissimilarity Measures for Time-Series Multiscale Matching. ISMIS Shoji Hirano, Shusaku Tsumoto
2003	—	`conf`	Extracting Structure of Medical Diagnosis: Rough Set Approach. RSFDGrC Shusaku Tsumoto
2003	B	`conf`	Extracting diagnostic taxonomy using rough sets. SMC Shusaku Tsumoto
2003	C	`ed.`	Foundations of Intelligent Systems, 14th International Symposium, ISMIS 2003, Maebashi City, Japan, October 28-31, 2003, Proceedings ISMIS Ning Zhong, Zbigniew W. Ras, Shusaku Tsumoto, Einoshin Suzuki
2003	C	`conf`	Indiscernibility-Based Clustering: Rough Clustering. IFSA Shoji Hirano, Shusaku Tsumoto
2003	B	`conf`	Internet-based Decision Support: Towards E-Hospital. COMPSAC Shusaku Tsumoto, Shoji Hirano, Eisuke Hanada
2003	—	`conf`	Linear Independence in Contingency Table. RSFDGrC Shusaku Tsumoto
2003	C	`conf`	Mining Diagnostic Rules with Taxonomy from Medical Databases. ISMIS Shusaku Tsumoto
2003	C	`conf`	Mining Multi-level Diagnostic Process Rules from Clinical Databases Using Rough Sets and Medical Diagnostic Model. IFSA Shusaku Tsumoto
2003	—	`conf`	Mining Rules of Multi-level Diagnostic Procedure from Databases. PKDD Shusaku Tsumoto
2003	Misc	`conf`	Multiscale Analysis of Long Time-series Medical Databases. AMIA Shoji Hirano, Shusaku Tsumoto
2003	A*	`conf`	Pattern Discovery based on Rule Induction and Taxonomy Generation. ICDM Shusaku Tsumoto, Shoji Hirano
2003	—	`conf`	Rule Induction with Grouping Target Concepts based on Rough Sets. RSKD Shusaku Tsumoto
2003	—	`conf`	Statistical Independence as Linear Independence. RSKD Shusaku Tsumoto
2003	—	`conf`	Towards visualization of rules based on rough sets and graphical modeling. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Shusaku Tsumoto
2003	A*	`conf`	Visualization of Rule's Similarity using Multidimensional Scaling. ICDM Shusaku Tsumoto, Shoji Hirano
2003	—	`conf`	Web Based Medical Decision Support System for Neurological Diseases. Web Intelligence Shusaku Tsumoto
2003	—	`conf`	Web based medical decision support system: application of internet to telemedicine. SAINT Workshops Shusaku Tsumoto
2002	—	`conf`	Accuracy and Coverage in Rough Set Rule Induction. Rough Sets and Current Trends in Computing Shusaku Tsumoto
2002	—	`conf`	Analysis of Amino Acid Sequences by Statistical Technique. JCIS Shusaku Tsumoto, Shoji Hirano, Akira Yasuda, Kouhei Tsumoto
2002	J	`jnl`	Analysis of amino-acid sequences by statistical technique. Inf. Sci. Shusaku Tsumoto, Shoji Hirano, Akira Yasuda, Kouhei Tsumoto
2002	C	`conf`	Automated Discovery of Decision Rule Chains Using Rough Sets and Medical Diagnostic Model. ISMIS Shusaku Tsumoto
2002	—	`conf`	Comparison of induced rules based on likelihood estimation. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Shusaku Tsumoto
2002	B	`conf`	Dealing with multiple types of expert knowledge in medical image segmentation: a rough sets style approach. FUZZ-IEEE Shoji Hirano, Xiaoguang Sun, Shusaku Tsumoto
2002	—	`conf`	Discovery of Positive and Negative Knowledge in Medical Databases Using Rough Sets. Progress in Discovery Science Shusaku Tsumoto
2002	—	`conf`	Evaluation of similarity measures for analysis of databases on laboratory examinations. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Xiaoguang Sun, Shoji Hirano, Shusaku Tsumoto
2002	B	`conf`	Foundations of Data Mining via Granular and Rough Computing. COMPSAC Shusaku Tsumoto, Tsau Young Lin, James F. Peters
2002	—	`conf`	Mining Hierarchical Decision Rules from Clinical Databases Using Rough Sets aaand Medical Diagnostic Model. PKDD Shusaku Tsumoto
2002	Misc	`conf`	Mining Interesting Patterns in Time-series Medical Databases: A Hybrid Approach of Multiscale Matching and Rough Clustering. AMIA Shoji Hirano, Shusaku Tsumoto
2002	A*	`conf`	Mining Similar Temporal Patterns in Long Time-Series Data and Its Application to Medicine. ICDM Shoji Hirano, Shusaku Tsumoto
2002	—	`conf`	Multiscale Comparison of Temporal Patternsin Time-Series Medical Databases. PKDD Shoji Hirano, Shusaku Tsumoto
2002	B	`conf`	On Similarity Measures for Cluster Analysis in Clinical Laboratory Examination Databases. COMPSAC Shoji Hirano, Xiaoguang Sun, Shusaku Tsumoto
2002	B	`conf`	Rule and Matroid Theory. COMPSAC Shusaku Tsumoto
2002	—	`conf`	Segmentation of Medical Images Based on Approximations in Rough Set Theory. Rough Sets and Current Trends in Computing Shoji Hirano, Shusaku Tsumoto
2002	—	`conf`	Statistical Test for Rough Set Approximation Based on Fisher's Exact Test. Rough Sets and Current Trends in Computing Shusaku Tsumoto
2002	B	`conf`	Statistical evidence for rough set analysis. FUZZ-IEEE Shusaku Tsumoto
2002	—	`conf`	Statistical test for rough set approximation. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Shusaku Tsumoto
2001	—	`conf`	A Clustering Method Based on Rough Sets and Its Application to Knowledge Discovery in the Medical Database. MedInfo Shoji Hirano, Shusaku Tsumoto, Tomohiro Okuzaki, Yutaka Hata
2001	—	`conf`	A Clustering Method for Nominal and Numerical Data Based on Rough Set Theory. JSAI Workshops Shoji Hirano, Shusaku Tsumoto, Tomohiro Okuzaki, Yutaka Hata
2001	B	`conf`	A Knowledge-Oriented Clustering Technique Based on Rough Sets. COMPSAC Shoji Hirano, Shusaku Tsumoto
2001	B	`conf`	A Rough Set-Based Clustering Method with Modification of Equivalence Relations. PAKDD Shoji Hirano, Tomohiro Okuzaki, Yutaka Hata, Shusaku Tsumoto, Kouhei Tsumoto
2001	—	`conf`	An Approach to Electronization of Hand-written Patient Records - Scanned Hand-Written Chart. MedInfo Masami Nagira, Shusaku Tsumoto
2001	B	`conf`	Analysis of Time-series Medical Databases Using Multiscale Structure Matching and Rough Sets-based. FUZZ-IEEE Shoji Hirano, Xiaoguang Sun, Shusaku Tsumoto
2001	—	`conf`	Discovery of Temporal Knowledge in Medical Time-Series Databases Using Moving Average, Multiscale Matching, and Rule Induction. PKDD Shusaku Tsumoto
2001	A*	`conf`	Indiscernibility Degree of Objects for Evaluating Simplicity of Knowledge in the Clustering Procedure. ICDM Shoji Hirano, Shusaku Tsumoto
2001	B	`conf`	Medical Diagnostic Rules As Upper Approximation of Rough Sets. FUZZ-IEEE Shusaku Tsumoto
2001	—	`conf`	Medical knowledge discovery in hospital information systems. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Shusaku Tsumoto
2001	—	`conf`	Mining Positive and Negative Knowledge in Clinical Databases Based on Rough Set Model. PKDD Shusaku Tsumoto
2001	—	`ed.`	New Frontiers in Artificial Intelligence, Joint JSAI 2001 Workshop Post-Proceedings JSAI Workshops Takao Terano, Toyoaki Nishida, Akira Namatame, Shusaku Tsumoto, Yukio Ohsawa, Takashi Washio
2001	—	`conf`	Statistical extension of rough set rule induction. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Shusaku Tsumoto
2001	—	`conf`	Workshop on Rough Set Theory and Granular Computing - Summary. JSAI Workshops Shusaku Tsumoto, Shoji Hirano, Masahiro Inuiguchi
2000	—	`conf`	An Approach to Statistical Extention of Rough Set Rule Induction. Rough Sets and Current Trends in Computing Shusaku Tsumoto
2000	—	`conf`	Clinical Knowledge Discovery in Hospital Information Systems: Two Case Studies. PKDD Shusaku Tsumoto
2000	—	`conf`	Diagnostic Reasoning from the Viewpoint of Rough Sets. Rough Sets and Current Trends in Computing Shusaku Tsumoto
2000	C	`conf`	Discovery of Clinical Knowledge in Hospital Information Systems: Two Case Studies. ISMIS Shusaku Tsumoto
2000	—	`conf`	Discovery of approximate concepts in clinical databases based on a rough set model. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Shusaku Tsumoto
2000	B	`conf`	Evaluating Hypothesis-Driven Exception-Rule Discovery with Medical Data Sets. PAKDD Einoshin Suzuki, Shusaku Tsumoto
2000	—	`conf`	Fuzzification of attribute-oriented generalization and its application to medicine. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Shusaku Tsumoto
2000	B	`conf`	Information Granules for Spatial Reasoning. PAKDD Andrzej Skowron, Jaroslaw Stepaniuk, Shusaku Tsumoto
2000	J	`jnl`	Knowledge discovery in clinical databases and evaluation of discovered knowledge in outpatient clinic. Inf. Sci. Shusaku Tsumoto
2000	B	`conf`	Problems with Mining Medical Data. COMPSAC Shusaku Tsumoto
1999	B	`conf`	Automated Discovery of Plausible Rules Based on Rough Sets and Rough Inclusion. PAKDD Shusaku Tsumoto
1999	—	`conf`	Context-Free Fuzzy Sets in Data Mining Context. RSFDGrC Shusaku Tsumoto, Tsau Young Lin
1999	—	`conf`	Discovery of Rules about Compilations - A Rough Set Approach in Medical Knowledge Discovery. RSFDGrC Shusaku Tsumoto
1999	C	`conf`	Knowledge Discovery in Clinical Databases: An Experiment with Rule Induction and Statistics. ISMIS Shusaku Tsumoto
1999	—	`conf`	Knowledge Discovery in Medical Multi-databases: A Rough Set Approach. PKDD Shusaku Tsumoto
1999	B	`conf`	Rule Discovery in Databases with Missing Values Based on Rough Set Model. PAKDD Shusaku Tsumoto
1999	—	`conf`	Rule Discovery in Large Time-Series Medical Databases. PKDD Shusaku Tsumoto
1999	—	`conf`	Support Vector Machines for Knowledge Discovery. PKDD Shinsuke Sugaya, Einoshin Suzuki, Shusaku Tsumoto
1998	—	`conf`	Automated Acquisition of Rules from Clinical Databases and its Evaluation. MedInfo Shusaku Tsumoto, Hiroshi Tanaka
1998	J	`jnl`	Automated Extraction of Medical Expert System Rules from Clinical Databases on Rough Set Theory. Inf. Sci. Shusaku Tsumoto
1998	Misc	`conf`	Automated knowledge acquisition from clinical databases based on rough sets and attribute-oriented generalization. AMIA Shusaku Tsumoto
1998	—	`conf`	Discovery of Approximate Medical Knowledge Based on Rough Set Model. PKDD Shusaku Tsumoto
1998	J	`jnl`	Extraction of Experts' Decision Rules from Clinical Databases Using Rough Set Model. Intell. Data Anal. Shusaku Tsumoto
1998	—	`conf`	Modelling Medical Diagnostic Rules Based on Rough Sets. Rough Sets and Current Trends in Computing Shusaku Tsumoto
1997	—	`conf`	Extraction of Experts' Decision Process from Clinical Databases Using Rough Set Model. PKDD Shusaku Tsumoto
1997	Misc	`conf`	Incremental learning of probabilistic rules from clinical databases based on rough set theory. AMIA Shusaku Tsumoto, Hiroshi Tanaka
1997	C	`conf`	Induction of Positive and Negative Deterministic Rules based on Rough Set Model. ISMIS Shusaku Tsumoto
1996	J	`jnl`	A Common Algebraic Framework of Empirical Learning Methods Based on Rough Sets and Matroid Theory. Fundam. Informaticae Shusaku Tsumoto, Hiroshi Tanaka
1996	A*	`conf`	Automated Discovery of Medical Expert System Rules from Clinical Databases Based on Rough Sets. KDD Shusaku Tsumoto, Hiroshi Tanaka
1996	C	`conf`	Induction of Expert System Rules from Databases Based on Rough Set Theory and Resampling Methods. ISMIS Shusaku Tsumoto, Hiroshi Tanaka
1996	J	`jnl`	Machine Discovery of Functional Components of Proteins from Amino-Acid Sequences Based on Rough Sets and Change of Representation. Intell. Autom. Soft Comput. Shusaku Tsumoto, Hiroshi Tanaka
1996	C	`conf`	The Application of Rough Sets-Based Data Mining Technique to Differential Diagnosis of Meningoenchepahlitis. ISMIS Shusaku Tsumoto, Wojciech Ziarko
1995	—	`conf`	Algebraic Formulation of Empirical Learning Methods Based on Rough Sets and Matroid Theory. WOCFAI Shusaku Tsumoto, Hiroshi Tanaka
1995	A*	`conf`	Automated Discovery of Functional Components of Proteins from Amino-Acid Sequences Based on Rough Sets and Change of Representation. KDD Shusaku Tsumoto, Hiroshi Tanaka
1995	A*	`conf`	Automated Selection of Rule Induction Methods Based on Recursive Iteration of Resampling Methods and Multiple Statistical Testing. KDD Shusaku Tsumoto, Hiroshi Tanaka
1995	J	`jnl`	COBRA: Integration of Heterogeneous Knowledge-Bases in Medical Domain. Int. J. Cooperative Inf. Syst. Shusaku Tsumoto, Hiroshi Tanaka, Hiromi Amano, Kimie Ohyama, Takayuki Kuroda
1995	B	`conf`	COBRA: Integration of Knowledge-Bases with Case-Databases in the Domain of Congenital Malformation. AIME Shusaku Tsumoto, Hiroshi Tanaka, Hiromi Amano, Kimie Ohyama, Takayuki Kuroda
1995	B	`conf`	Induction of Expert System Rules from Clinical Databases Based on Rough Set Theory and Resampling Methods. AIME Shusaku Tsumoto, Hiroshi Tanaka
1995	J	`jnl`	PRIMEROSE: Probabilistic Rule Induction Method based on Rough Sets and Resampling Methods. Comput. Intell. Shusaku Tsumoto, Hiroshi Tanaka
1994	—	`conf`	Algebraic Specification of Empirical Inductive Learning Methods based on Rough Sets and Matroid Theory. AISMC Shusaku Tsumoto, Hiroshi Tanaka
1994	—	`conf`	Selection of Probabilistic Measure Estimation Method Based on Recursive Iteration of Resampling Methods. KDD Workshop Shusaku Tsumoto, Hiroshi Tanaka
1993	—	`conf`	AQ, Rough Sets, and Matroid Theory. RSKD Shusaku Tsumoto, Hiroshi Tanaka
1993	B	`conf`	Induction of Probabilistic Rules Based on Rough Set Theory. ALT Shusaku Tsumoto, Hiroshi Tanaka
1993	—	`conf`	PRIMEROSE: Probabilistic Rule Induction Method Based on Rough Set Theory. RSKD Shusaku Tsumoto, Hiroshi Tanaka
1985	—	`conf`	Consultation System for Diagnosis of Headache and Facial Pain: "RHINOS". LP Yasushi Matsumura, Takashi Matsunaga, Yusuke Maeda, Shusaku Tsumoto, Hiroshi Matsumura, Michio Kimura