Shusaku Tsumoto

ORCID

Publication Activity (10 Years)

Years Active: 1985-2023
Publications (10 Years): 51

Top Venues

Publications

Hiroyuki Ikedo, Tomohiro Kimura, Shusaku Tsumoto, Shoji Hirano
Using Hospital Information System Data to Estimate Nursing Care Needs. BigData (2023)
Tomohiro Kimura, Shusaku Tsumoto, Shoji Hirano
. BigData (2023)
Tomohiro Kimura, Shusaku Tsumoto, Shoji Hirano
Similarity Analysis of Order Trajectory for Hospital Management. Big Data (2022)
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano, Katsutoshi Yada
Temporal Data Mining in AI-based Patient Navigation Service. Big Data (2022)
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
Expectation-Maximization (EM) Clustering as a Preprocessing Method for Clinical Pathway Mining. Rev. Socionetwork Strateg. 16 (1) (2022)
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
Order Trajectory Analysis for Monitoring Clinical Process. Rev. Socionetwork Strateg. 16 (1) (2022)
Shusaku Tsumoto
Empirical Rule Induction Methods Selection. IEEE BigData (2021)
Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
Mining Clinical Process from Hospital Information System: A Granular Computing Approach. Fundam. Informaticae 182 (2) (2021)
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
Mining Clinical Pathways Using Dual Clustering. Rev. Socionetwork Strateg. 15 (2) (2021)
Shusaku Tsumoto, Tomohirno Kimura, Shoji Hirano
Determination of Disease from Discharge Summaries. Rev. Socionetwork Strateg. 15 (1) (2021)
Shusaku Tsumoto
Granular Computing based Comparison of Agglomerative Clustering. IEEE BigData (2021)
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
Comparison of Clustering Strategies using a Partition Tree. IST (2021)
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
. IEEE BigData (2020)
Tiago Oliveira, Jérémie Dauphin, Ken Satoh, Shusaku Tsumoto, Paulo Novais
Goal-Driven Structured Argumentation for Patient Management in a Multimorbidity Setting. CLAR (2020)
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
Mining in Discharge Summaries. JSAI (2020)
Katsutoshi Yada, Ken Ishibashi, Taku Ohashi, Danhua Wang, Shusaku Tsumoto
How Shoppers Walk and Shop in a Supermarket. ICDM (Workshops) (2020)
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
. IEEE BigData (2020)
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano
From Texts to Classification Knowledge. IFIP TC12 ICIS (2020)
Shusaku Tsumoto, Shoji Hirano
Granular Rules for Medical Diagnosis. IFSA/NAFIPS (2019)
Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
Estimation of Disease Code from Electronic Patient Records. IEEE BigData (2019)
Shoji Hirano, Shusaku Tsumoto
Mining frequent temporal patterns from medical data based on fuzzy ranged relations. IEEE BigData (2019)
Shoji Hirano, Haruko Iwata, Tomohiro Kimura, Shusaku Tsumoto
Clinical Pathway Generation from Order Histories and Discharge Summaries. ICDM Workshops (2019)
Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
From Hospital Big Data to Clinical Process: A Granular Computing Approach. IEEE BigData (2018)
Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
Clinical Pathway Generation Based on Hierarchical Clustering and EM Clustering. SMC (2018)
Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
Empirical Comparison of Similarities for Agglomerative Hierarchical Clustering. SMC (2018)
Yingxu Wang, Victor Raskin, Julia Rayz, George Baciu, Aladdin Ayesh, Fumio Mizoguchi, Shusaku Tsumoto, Dilip Patel, Newton Howard
Cognitive Computing: Methodologies for Neural Computing and Semantic Computing in Brain-Inspired Systems. Int. J. Softw. Sci. Comput. Intell. 10 (1) (2018)
Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata
Construction of Clinical Pathway Generation from Nursing Records and Discharge Summaries. ICDM Workshops (2018)
Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
Clinical Pathway Generation from Hospital Information System. ITQM (2018)
Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
Empirical Comparison of Distances for Agglomerative Hierarchical Clustering. IPMU (2) (2018)
Tiago Oliveira, Jérémie Dauphin, Ken Satoh, Shusaku Tsumoto, Paulo Novais
Argumentation with Goals for Clinical Decision Support in Multimorbidity. AAMAS (2018)
Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
Discharge Summaries Classifier. IIH-MSP (2) (2017)
Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
Mining Text for Disease Diagnosis. ITQM (2017)
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
Abstract Intelligence: Embodying and Enabling Cognitive Systems by Mathematical Engineering. Int. J. Cogn. Informatics Nat. Intell. 11 (1) (2017)
Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
Construction of Discharge Summaries Classifier. ICHI (2017)
Shoji Hirano, Shusaku Tsumoto
Frequent Temporal Pattern Mining for Medical Data Based on Ranged Relations. ICDM Workshops (2017)
Shusaku Tsumoto, Shoji Hirano
Induction of Rule for Differential Diagnosis. IJCRS (1) (2017)
Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
Construction of discharge summaries classifier. IEEE ICCI*CC (2017)
Shusaku Tsumoto, Tomohiro Kimura, Haruko Iwata, Shoji Hirano
Mining text for disease diagnosis in hospital information system. IEEE BigData (2017)
Shusaku Tsumoto, Shoji Hirano
Linguistic Variables Construction in Information Table. IJCRS (2016)
Shusaku Tsumoto, Shoji Hirano
Multidimensional temporal mining in hospital information system. Int. J. Comput. Intell. Stud. 5 (3/4) (2016)
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata, Norio Yoshimoto, Tomohiro Kimura
Mining process for improvement of clinical process quality. IEEE BigData (2016)
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
Construction of clinical pathway from histories of clinical actions in hospital information system. IEEE BigData (2016)
Shusaku Tsumoto, Shoji Hirano
Construction of linguistic variables from data and domain knowledge. SMC (2016)
Shusaku Tsumoto, Shoji Hirano
Construction of linguistic variables based on rule induction and concept hierarchy. ICCI*CC (2016)
Shusaku Tsumoto, Shoji Hirano
Active mining process for software quality estimation. ICCI*CC (2016)
Haruko Iwata, Shusaku Tsumoto, Shoji Hirano
Dual Clustering for Clinical Care Construction. ICHI (2016)
Shusaku Tsumoto, Michinori Nakata, Hiroshi Sakai, Chenxi Liu
A proposal of a privacy-preserving questionnaire by non-deterministic information and its analysis. IEEE BigData (2016)
Shusaku Tsumoto, Shoji Hirano
On Behavior of Statistical Indices in Incremental Context. IJCRS (2016)
Masumi Okuda, Akira Yasuda, Shusaku Tsumoto
A Data Mining Approach on the Structure of Patient Satisfaction in HCAHPS Databases. ICHI (2016)
Mei-Hui Wang, Kanta Kurozumi, Mikiko Kawaguchi, Chang-Shing Lee, Hiroshi Tsuji, Shusaku Tsumoto
Healthy diet assessment mechanism based on fuzzy markup language for Japanese food. Soft Comput. 20 (1) (2016)
Shusaku Tsumoto, Shoji Hirano
Incremental Updates of Rough Set-Based Probabilistic Rules. CMCSN (2016)
Masumi Okuda, Akira Yasuda, Shusaku Tsumoto
The Change of the Structure of Patient Satisfaction by Waiting Time, Length of Stay and Hospital Rebuilding in Japan. ICDM Workshops (2015)
Takahiro Suzuki, Shunsuke Doi, Yutaka Hatakeyama, Masayuki Honda, Yasushi Matsumura, Gen Shimada, Mitsuhiro Takasaki, Shusaku Tsumoto, Hideto Yokoi, Katsuhiko Takabayashi
Clinical application of the integrated multicenter discharge summary database. MedInfo (2015)
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
Dual Clustering and Data Decomposition for Nursing Care Management. ASE BD&SI (2015)
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
Data decomposition and dual clustering for clinical care management. IEEE BigData (2015)
Shusaku Tsumoto, Shoji Hirano
Mining probabilistic rules using nonmonotonic rule layers. ICCI*CC (2015)
Shusaku Tsumoto, Shoji Hirano
Analytics for Hospital Management. ASE BD&SI (2015)
Shusaku Tsumoto, Shoji Hirano
Rule Mining Based on Nonmonotonic Rule Layers and Its Application to Medicine. ICDM Workshops (2015)
Shusaku Tsumoto, Shoji Hirano
Layered Rule Induction. ITQM (2015)
Haruko Iwata, Shoji Hirano, Shusaku Tsumoto
Maintenance and Discovery of Domain Knowledge for Nursing Care using Data in Hospital Information System. Fundam. Informaticae 137 (2) (2015)
Shusaku Tsumoto, Shoji Hirano, Toshihiko Kawamura
Statistical Estimation of Software Quality in Hospital Information System. ICServ (2015)
Masumi Okuda, Akira Yasuda, Shusaku Tsumoto
The Effects of Waiting Time, Length of Stay, and Hospital Remodeling on the Structure of Patient Satisfaction. ICServ (2015)
Shusaku Tsumoto, Shoji Hirano
Granular formalization of medical diagnostic process. IEEE BigData (2015)
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
Mining Schedule of Nursing Care Based on Dual-Clustering. ITQM (2015)
Shusaku Tsumoto, Shoji Hirano
Formalization of Medical Diagnostic Rules. RSFDGrC (2015)
Shusaku Tsumoto, Shoji Hirano
Formal Analysis of Leave-One-Out Methods Based on Decremental Sampling Scheme. WI-IAT (1) (2014)
Masumi Okuda, Akira Yasuda, Shusaku Tsumoto
Factors of Patient Satisfaction Based on Distant Analysis in HCAHPS Databases. ICDM Workshops (2014)
Shusaku Tsumoto, Shoji Hirano
Formal analysis of cross-validation for rule induction using probabilistic indices. ICCI*CC (2014)
Shusaku Tsumoto, Haruko Iwata, Shoji Hirano, Yuko Tsumoto
Similarity-based behavior and process mining of medical practices. Future Gener. Comput. Syst. 33 (2014)
Shusaku Tsumoto, Shoji Hirano
Homological analysis of statistical dependence. SMC (2014)
Shusaku Tsumoto, Shoji Hirano
Healthcare IT: Integration of consumer healthcare data and electronic medical records for chronic disease management. GrC (2014)
Shusaku Tsumoto, Shoji Hirano
Formal analysis of cross-validation based on decremental sampling scheme. GrC (2014)
Shoji Hirano, Shusaku Tsumoto
Visualizing dynamics of patients in hospitals using devise locations. SMC (2014)
Shusaku Tsumoto, Shoji Hirano
Incremental rule induction based on updates of statistical indices. ICCI*CC (2014)
Toshihiko Kawamura, Tomohiro Kimura, Shusaku Tsumoto
Data Mining-Based Service Quality Estimation in Hospital Information System. ICDM Workshops (2014)
Haruko Iwata, Shoji Hirano, Shusaku Tsumoto
Construction of Clinical Pathway based on Similarity-based Mining in Hospital Information System. ITQM (2014)
Shusaku Tsumoto, Shoji Hirano
Formal Analysis of Statistical Dependence Based Homological Algebra. WI-IAT (1) (2014)
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
Towards Data-Oriented Schedule Management in Hospital. SRII Global Conference (2014)
Toshihiko Kawamura, Tomohiro Kimura, Shusaku Tsumoto
Estimation of Service Quality of a Hospital Information System Using a Service Log. Rev. Socionetwork Strateg. 8 (2) (2014)
Shusaku Tsumoto, Shoji Hirano
Probabilistic rule induction based on incremental sampling scheme. GrC (2014)
Shusaku Tsumoto, Shoji Hirano
Formal analysis of leave-one out method based on decremental sampling scheme. SMC (2014)
Shoji Hirano, Shusaku Tsumoto
Visualization of Patient Distributions in a Hospital Based on the Clinical Actions Stored in EHR. ICDM Workshops (2014)
Shusaku Tsumoto, Shoji Hirano
Evaluation of Leave-One Out Method Based on Incremental Sampling Scheme. RSEISP (2014)
Shoji Hirano, Shusaku Tsumoto
Mining Typical Order Sequences from EHR for Building Clinical Pathways. PAKDD Workshops (2014)
Masumi Okuda, Akira Yasuda, Shusaku Tsumoto
Exploratory Analysis of Factors of Patient Satisfaction in HCAHPS Databases. ICServ (2014)
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
Mining Clinical Pathway Using Clustering and Rule Induction. SMC (2013)
Shusaku Tsumoto, Shoji Hirano, Haruko Iwata
Mining nursing care plan from data extracted from hospital information system. ASONAM (2013)
Shusaku Tsumoto, Shoji Hirano
Combinatorics of Information Granule in Contingency Table. Int. J. Intell. Syst. 28 (9) (2013)
Shusaku Tsumoto, Shoji Hirano
Incremental Induction of Medical Diagnostic Rules. Brain and Health Informatics (2013)
Eisuke Hanada, Takato Kudou, Shusaku Tsumoto
Ensuring the Security and Availability of a Hospital Wireless LAN System. MedInfo (2013)
Shoji Hirano, Shusaku Tsumoto
Cluster analysis of treatment processes based on the typicalness measure for building clinical pathways. BIBM (2013)
Shusaku Tsumoto, Shoji Hirano
Evaluation of set-based indices based on incremental sampling framework. FUZZ-IEEE (2013)
Haruko Iwata, Shusaku Tsumoto, Shoji Hirano
Clinical schedule management based on granularity-based mining. CYBCONF (2013)
Kanta Kurozumi, Shun-Teng Lan, Mei-Hui Wang, Chang-Shing Lee, Mikiko Kawaguchi, Shusaku Tsumoto, Hiroshi Tsuji
FML-based Japanese diet assessment system. FUZZ-IEEE (2013)
Shusaku Tsumoto, Hidenao Abe
Mining Clinical Process in Order Histories Using Sequential Pattern Mining Approach. PAKDD Workshops (2013)
Guo-Cheng Lan, Tzung-Pei Hong, Pei-Shan Wu, Shusaku Tsumoto
Mining hierarchical temporal association rules in a publication database. ICCI*CC (2013)
Shusaku Tsumoto, Shoji Hirano
Algebraic analysis of statistical dependence. GrC (2013)
Eisuke Hanada, Takato Kudou, Shusaku Tsumoto
Installation of Secure, Always Available Wireless LAN Systems as a Component of the Hospital Communication Infrastructure. J. Medical Syst. 37 (3) (2013)
Shoji Hirano, Shusaku Tsumoto
Clustering of non-metric proximity data based on bi-links with ϵ-indiscernibility. J. Intell. Inf. Syst. 41 (1) (2013)
Shoji Hirano, Shusaku Tsumoto
Clustering of Order Sequences Based on the Typicalness Index for Finding Clinical Pathway Candidates. ICDM Workshops (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shusaku Tsumoto