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A Study on Statistical Process Management for New Software Development Paradigm

Research Project

Project/Area Number 16K01242
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionTottori University

Principal Investigator

YAMADA Shigeru  鳥取大学, 工学研究科, 教授 (50166708)

Research Collaborator TAMURA yoshinobu  
Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2018: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2016: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywordsソフトウェア信頼性工学 / システム品質管理 / ソフトウェア開発効率化・安定化 / ソフトウェア信頼性モデル / 管理図法 / 工程能力指数 / 開発工数 / 統計的プロセス管理 / ソフトウェア信頼度成長モデル / フォールト検出率 / OSS開発 / アジャイル開発 / 品質管理
Outline of Final Research Achievements

We have discussed a method of statistical process management as an element technology in quality-oriented software management. First, the statistical process management by quantitative project assessment based on control chart methods has been applied to OSS (Open Source Software) and agile software development projects. Second, a project assessment technique in OSS development has been proposed for visualizing the connection between process and final product quality in total software quality management. Also, we have discussed a method of process maturity assessment based on development manpower expenditures for quantitatively evaluating the progress stability of OSS projects.

Academic Significance and Societal Importance of the Research Achievements

実際のソフトウェア開発では,顧客に対して「品質が作り込まれたことを,確かな根拠をもって説明する」ことが求められる.開発現場が抱える問題点を打開するためにも,そのための実践的技法の考え方も取り入れ品質指向ソフトウェアマネジメント技術が重要であり,品質の高いプロセスから品質の高いプロダクトを産出するためのソフトウェアプロジェクトの科学的管理法として,本研究で議論した,精度が良く現場への適用性・汎用性の高い定量的プロジェクト評価法が必要である.また,プロジェクト進捗安定性を定量的に評価するプロセス成熟度(開発進捗度の十分性)評価が効果的であり,本研究ではこのための先駆的技術についても提案した.

Report

(4 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (96 results)

All 2019 2018 2017 2016 2015 Other

All Int'l Joint Research (1 results) Journal Article (70 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 57 results,  Open Access: 33 results,  Acknowledgement Compliant: 35 results) Presentation (16 results) (of which Int'l Joint Research: 11 results,  Invited: 14 results) Book (6 results) Remarks (3 results)

  • [Int'l Joint Research] Amity University(インド)

    • Related Report
      2016 Research-status Report
  • [Journal Article] OSS project stability assessment support tool considering EVM based on Wiener process models2019

    • Author(s)
      Yoshinobu Tamura, Hironobu Sone, and Shigeru Yamada
    • Journal Title

      Applied System Innovation

      Volume: 2 Pages: 1-12

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] ソフトウェア信頼性モデリングにおけるデバッギングプロセスの記述2019

    • Author(s)
      井上真二,山田茂
    • Journal Title

      日本信頼性学会誌

      Volume: 41 Pages: 18-24

    • NAID

      130008141181

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] MCMCを用いた離散化ソフトウェア信頼度成長モデルに基づく信頼性評価とその応用2019

    • Author(s)
      井上真二,山田茂
    • Journal Title

      統計数理研究所共同研究リポート「最適化:モデリングとアルゴリズム31」

      Volume: 420 Pages: 129-134

    • Related Report
      2018 Annual Research Report
  • [Journal Article] ソフトウェアプロジェクトに対する開発工数に基づく確率微分方程式モデルの適用可能性に関する考察2019

    • Author(s)
      田村慶信,山田茂
    • Journal Title

      統計数理研究所共同研究リポート「最適化:モデリングとアルゴリズム31」

      Volume: 420 Pages: 135-142

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Markovian software reliability modeling with change-point2018

    • Author(s)
      Shinji Inoue and Shigeru Yamada
    • Journal Title

      International Journal of Reliability, Quality and Safety Engineering

      Volume: 25 Issue: 02 Pages: 1850009-1850009

    • DOI

      10.1142/s0218539318500092

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Multi-dimensional optimization and reliability analysis tool for cloud software with big data2018

    • Author(s)
      Yoshinobu Tamura and Shigeru Yamada
    • Journal Title

      International Journal of Reliability, Quality and Safety Engineering

      Volume: 25 Issue: 03 Pages: 1850014-1850014

    • DOI

      10.1142/s0218539318500146

    • Related Report
      2018 Annual Research Report
    • Open Access
  • [Journal Article] A software reliability growth modeling framework with complexity of path searching2018

    • Author(s)
      Shinji Inoue and Shigeru Yamada
    • Journal Title

      Journal of Universal Computer Science

      Volume: 24 Pages: 1680-1689

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Bivariate software reliability models depending on a Cobb-Douglas type testing-time function2018

    • Author(s)
      Shunichi Sakaguchi, Yuka Minamino, Shinji Inoue, and Shigeru Yamada
    • Journal Title

      Proceedings of the 24th ISSAT International Conference on Reliability and Quality in Design

      Volume: 1 Pages: 41-45

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Interval estimations of optimal software release time based on MCMC method2018

    • Author(s)
      Shinji Inoue and Shigeru Yamada
    • Journal Title

      Proceedings of the 24th ISSAT International Conference on Reliability and Quality in Design

      Volume: 1 Pages: 121-125

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effort management based on jump diffusion model for OSS project2018

    • Author(s)
      Shigeru Yamada and Yoshinobu Tamura
    • Journal Title

      Proceedings of the 24th ISSAT International Conference on Reliability and Quality in Design

      Volume: 1 Pages: 126-130

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] MCMC based discrete software reliability assessment and its application2018

    • Author(s)
      Shinji Inoue and Shigeru Yamada
    • Journal Title

      Proceedings of the 2018 Asia Pacific International Symposium on Advanced Reliability and Maintenance Modeling

      Volume: 1 Pages: 1-6

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Earned value analysis and effort optimization based on Wiener process model for OSS project2018

    • Author(s)
      Yoshinobu Tamura, Hironobu Sone, and Shigeru Yamada
    • Journal Title

      Proceedings of the 2018 Asia Pacific International Symposium on Advanced Reliability and Maintenance Modeling

      Volume: 1 Pages: 373-378

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimal maintenance problem with earned value requirement for OSS projects2018

    • Author(s)
      Hironobu Sone, Yoshinobu Tamura, and Shigeru Yamada
    • Journal Title

      Proceedings of the 14th International Conference on Industrial Management

      Volume: 1 Pages: 253-258

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Earned value analysis based on deep learning for fault big data in OSS projects2018

    • Author(s)
      Yoshinobu Tamura and Shigeru Yamada
    • Journal Title

      Proceedings of the 14th International Conference on Industrial Management

      Volume: 1 Pages: 259-263

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On software reliability measurement with debugging process2018

    • Author(s)
      Shinji Inoue and Shigeru Yamada
    • Journal Title

      Proceedings of the 14th International Conference on Industrial Management

      Volume: 1 Pages: 513-517

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Debugging process oriented software reliability models and their goodness-of-fit2018

    • Author(s)
      Shinji Inoue and Shigeru Yamada
    • Journal Title

      Proceedings of the 2018 IEEE International Conference on Industrial Engineering and Engineering Management

      Volume: 1 Pages: 1-6

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ソフトウェア信頼性研究ーモデリングアプローチー2018

    • Author(s)
      山田茂,井上真二,田村慶信
    • Journal Title

      電子情報通信学会Fundamentals Review

      Volume: 12 Pages: 38-50

    • NAID

      130007387300

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] チェンジポイントを考慮したマルコフ型ソフトウェア信頼性モデル2018

    • Author(s)
      井上真二,山田茂
    • Journal Title

      統計数理研究所共同研究レポート「最適化:モデリングとアルゴリズム30」

      Volume: 407 Pages: 1-6

    • Related Report
      2017 Research-status Report
    • Open Access
  • [Journal Article] Software reliability and cost analysis considering service user for cloud with big data2017

    • Author(s)
      Yoshinobu Tamura, Tomoya Takeuchi, and Shigeru Yamada
    • Journal Title

      International Journal of Reliability, Quality and Safety Engineering

      Volume: 24 Issue: 02 Pages: 1750009-1750009

    • DOI

      10.1142/s0218539317500097

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] On estimation of number of detectable software faults under budget constraint2017

    • Author(s)
      Shinji Inoue, Kenta Hotta, and Shigeru Yamada
    • Journal Title

      International Journal of Mathematical, Engineering and Management Sciences

      Volume: 2 Pages: 135-139

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Dependability analysis tool based on multi-dimensional stochastic noisy model for cloud computing with big data2017

    • Author(s)
      Yoshinobu Tamura and Shigeru Yamada
    • Journal Title

      International Journal of Mathematical, Engineering and Management Sciences

      Volume: 2 Pages: 273-287

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Application of software factor to advanced software quality management2017

    • Author(s)
      Takashi Sato and Shigeru Yamada
    • Journal Title

      Asia-Pacific Journal of Industrial Management

      Volume: VII Pages: 30-38

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Fault identification and reliability assessment tool based on deep learning for fault big data2017

    • Author(s)
      Yoshinobu Tamura and Shigeru Yamada
    • Journal Title

      Journal of Software Networking

      Volume: 2017 Issue: 1 Pages: 161-174

    • DOI

      10.13052/jsn2445-9739.2017.008

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] On statistical models for predicting software quality/reliability: generalized linear and linear mixed modeling2017

    • Author(s)
      Inoue Shinji、Yamashita Naoya、Yamada Shigeru
    • Journal Title

      Life Cycle Reliability and Safety Engineering

      Volume: 6 Issue: 1 Pages: 15-21

    • DOI

      10.1007/s41872-017-0002-z

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Open source software cost analysis with fault severity levels based on stochastic differential equation models2017

    • Author(s)
      Yoshinobu Tamura and Shigeru Yamada
    • Journal Title

      Journal of Life Cycle Reliability and Safety Engineering

      Volume: 6 Issue: 1 Pages: 31-35

    • DOI

      10.1007/s41872-017-0009-5

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Markovian imperfect debugging modeling for software reliability assessment with change-point2017

    • Author(s)
      Shinji Inoue and Shigeru Yamada
    • Journal Title

      Proceedings of the 10th International Conference on Mathematical Methods in Reliability: Theory. Methods. Applications (MMR 2017)

      Volume: 1

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Markovian imperfect debugging modeling for software reliability assessment with change-point2017

    • Author(s)
      Shinji Inoue, Hiroyuki Inaba, and Shigeru Yamada
    • Journal Title

      Proceedings of the 23rd ISSAT International Conference on Reliability and Quality in Design

      Volume: 1 Pages: 64-68

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] On Bayesian estimation for software reliability assessment based on a discrete NHPP model2017

    • Author(s)
      Shinji Inoue and Shigeru Yamada
    • Journal Title

      Proceedings of the 23rd ISSAT International Conference on Reliability and Quality in Design

      Volume: 1 Pages: 74-78

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Optimization and reliability analysis tool based on multi-dimensional Wiener process for big data on cloud computing2017

    • Author(s)
      Yoshinobu Tamura and Shigeru Yamada
    • Journal Title

      Proceedings of the 23rd ISSAT International Conference on Reliability and Quality in Design

      Volume: 1 Pages: 185-189

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Software reliability modeling approaches with test environmental factors2017

    • Author(s)
      Airin Li, Shinji Inoue, and Shigeru Yamada
    • Journal Title

      Proceedings of the 23rd ISSAT International Conference on Reliability and Quality in Design

      Volume: 1 Pages: 209-213

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] 3D application for dependability assessment based on three noisy models for cloud computing2017

    • Author(s)
      Yoshinobu Tamura and Shigeru Yamada
    • Journal Title

      Proceedings of the 11th International Conference on Project Management (ProMAC 2017)

      Volume: 1 Pages: 320-326

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] 回帰構造に基づくテスト環境を考慮した二項ソフトウェア信頼性モデルの拡張2017

    • Author(s)
      井上真二,山田茂
    • Journal Title

      数理解析研究所(RIMS)講究録2044

      Volume: 1 Pages: 46-51

    • Related Report
      2017 Research-status Report
    • Open Access
  • [Journal Article] ディープラーニングに基づくソフトウェア故障発生時間間隔の推定法2017

    • Author(s)
      田村慶信,芦田哲,松本光穂,山田茂
    • Journal Title

      数理解析研究所(RIMS)講究録2044

      Volume: 1 Pages: 52-60

    • Related Report
      2017 Research-status Report
    • Open Access
  • [Journal Article] Test environment dependent discrete binomial-type software reliability models2017

    • Author(s)
      Shinji Inoue and Shigeru Yamada
    • Journal Title

      International Journal of Reliability, Quality and Safety Engineering

      Volume: 24 Issue: 01 Pages: 1750003-1750003

    • DOI

      10.1142/s0218539317500036

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] モバイルクラウドの最適データ分割を考慮したソフトウェア最適メンテナンス時刻推定のためのアプリケーション2017

    • Author(s)
      田村慶信,山田茂
    • Journal Title

      統計数理研究所共同研究リポート387「最適化:モデリングとアルゴリズム」

      Volume: 29 Pages: 221-228

    • Related Report
      2016 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] 離散化習熟S字形ソフトウェア信頼性モデルに基づいたブートストラップ区間推定2017

    • Author(s)
      井上真二,山田茂
    • Journal Title

      統計数理研究所共同研究リポート387「最適化:モデリングとアルゴリズム」

      Volume: 29 Pages: 229-234

    • Related Report
      2016 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] 高信頼性ソフトウェア開発のための効用理論に基づいたテスト労力最適配分問題に関する研究2017

    • Author(s)
      南野友香,井上真二,山田茂
    • Journal Title

      統計数理研究所共同研究リポート387「最適化:モデリングとアルゴリズム」

      Volume: 29 Pages: 235-240

    • Related Report
      2016 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] Optimal software reliability model selection based on deep learning2016

    • Author(s)
      Yoshinobu Tamura, Mitsuho Matsumoto, and Shigeru Yamada
    • Journal Title

      Proceedings of the 2nd International Conference on Industrial Engineering, Management Science and Applications (ICIMSA 2016)

      Volume: 1 Pages: 71-81

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Generalized linear modeling for predicting software quality from process data2016

    • Author(s)
      Shinji Inoue and Shigeru Yamada
    • Journal Title

      Amity Journal of Interdisciplinary Research

      Volume: 1 Pages: 52-58

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Reliability and interaction analysis based on fault data clustering and neural network for cloud software with big data2016

    • Author(s)
      Yoshinobu Tamura and Shigeru Yamada
    • Journal Title

      Amity Journal of Interdisciplinary Research

      Volume: 1 Pages: 75-80

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Qualitative quality analysis of process factors based on software design review record affecting software reliability2016

    • Author(s)
      Takashi Sato and Shigeru Yamada
    • Journal Title

      Proceedings of the 22nd ISSAT International Conference on Reliability and Quality in Design

      Volume: 1 Pages: 117-121

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Extended discrete binomial software reliability models with testing environment2016

    • Author(s)
      Shinji Inoue and Shigeru Yamada
    • Journal Title

      Proceedings of the 22nd ISSAT International Conference on Reliability and Quality in Design

      Volume: 1 Pages: 127-131

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Deep learning approach for reliability assessment of cloud software2016

    • Author(s)
      Yoshinobu Tamura and Shigeru Yamada
    • Journal Title

      Proceedings of the 22nd ISSAT International Conference on Reliability and Quality in Design

      Volume: 1 Pages: 138-142

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Statistical process control assessment for open source software and its application2016

    • Author(s)
      Shigeru Yamada and Masakazu Yamaguchi
    • Journal Title

      Proceedings of the 22nd ISSAT International Conference on Reliability and Quality in Design

      Volume: 1 Pages: 162-166

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Jump diffusion process model considering the optimal data partitioning for cloud with big data2016

    • Author(s)
      Tomoya Takeuchi, Yoshinobu Tamura, and Shigeru Yamada
    • Journal Title

      Proceedings of the 22nd ISSAT International Conference on Reliability and Quality in Design

      Volume: 1 Pages: 167-171

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Estimation of detectable number of software faults under budget constraint2016

    • Author(s)
      Kenta Hotta, Shinji Inoue, and Shigeru Yamada
    • Journal Title

      Proceedings of the 22nd ISSAT International Conference on Reliability and Quality in Design

      Volume: 1 Pages: 171-175

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Discrete software reliability modeling based on a discrete modified Weibull distribution2016

    • Author(s)
      Yutaka Hosokawa, Shinji Inoue, and Shigeru Yamada
    • Journal Title

      Proceedings of the 22nd ISSAT International Conference on Reliability and Quality in Design

      Volume: 1 Pages: 176-180

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] An optimal release problem based on a change-point hazard rate model2016

    • Author(s)
      Shinji Inoue and Shigeru Yamada
    • Journal Title

      Proceedings of the 7th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling (APARM2016)

      Volume: 1 Pages: 154-161

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A testing-resource allocation problem with multiple constraints for software development2016

    • Author(s)
      Yuka Minamino, Shinji Inoue, and Shigeru Yamada
    • Journal Title

      Proceedings of the 7th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling (APARM2016)

      Volume: 1 Pages: 357-364

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Open source software reliability assessment based on deep learning2016

    • Author(s)
      Yoshinobu Tamura, Mitsuho Matsumoto, and Shigeru Yamada
    • Journal Title

      Proceedings of the 7th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling (APARM2016)

      Volume: 1 Pages: 509-516

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Analysis of process factors affecting software quality based on design review record and product metrics2016

    • Author(s)
      Takashi Sato and Shigeru Yamada
    • Journal Title

      International Journal of Reliability, Quality and Safety Engineering

      Volume: 23

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] NHPP-based change-point modeling for software reliability assessment and its application to software development management2016

    • Author(s)
      Yuka Minamino, Shinji Inoue and Shigeru Yamada
    • Journal Title

      Annals of Operations Research

      Volume: Online First Articles Issue: 1 Pages: 85-101

    • DOI

      10.1007/s10479-016-2148-x

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Reliability computing and management considering the network traffic for a cloud computing2016

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Annals of Operations Research

      Volume: VOL. 236 Issue: 1 Pages: 1-14

    • DOI

      10.1007/s10479-016-2140-5

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Quantitative interdependency analysis base on deep learning for cloud and database software2016

    • Author(s)
      Yoshinobu Tamura, Satoshi Ashida, and Shigeru Yamada
    • Journal Title

      Proceedings of the Thirteenth International Conference on Industrial Management (ICIM 2016)

      Volume: 1 Pages: 325-331

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Software quality management based on process and product metrics analysis with software factory2016

    • Author(s)
      Takashi Sato and Shigeru Yamada
    • Journal Title

      Proceedings of the Thirteenth International Conference on Industrial Management (ICIM 2016)

      Volume: 1 Pages: 332-339

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A software testing-resource allocation problem with multi-attributes for module testing2016

    • Author(s)
      Yuka Minamino, Shinji Inoue, and Shigeru Yamada
    • Journal Title

      Proceedings of the Thirteenth International Conference on Industrial Management (ICIM 2016)

      Volume: 1 Pages: 340-345

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Statistical prediction of software quality based on generalized linear models2016

    • Author(s)
      Shinji Inoue and Shigeru Yamada
    • Journal Title

      Proceedings of the Thirteenth International Conference on Industrial Management (ICIM 2016)

      Volume: 1 Pages: 403-408

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A method of statistical process control for successful open source software projects and its application to determining the development period2016

    • Author(s)
      Shigeru Yamada and Masakazu Yamaguchi
    • Journal Title

      International Journal of Reliability, Quality and Safety Engineering

      Volume: 23 Issue: 05 Pages: 1650018-1650018

    • DOI

      10.1142/s0218539316500182

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Software reliability model selection based on deep learning with application to the optimal release problem2016

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Journal of Industrial Engineering and Management Science

      Volume: - Issue: 1 Pages: 43-58

    • DOI

      10.13052/jiems2446-1822.2016.003

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 品質マップによるソフトウェア品質分析手法の提案2016

    • Author(s)
      佐藤孝司,山田茂
    • Journal Title

      プロジェクトマネジメント学会誌

      Volume: 18 Pages: 34-40

    • NAID

      40021011792

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Comparison of big data analysis for reliable open source software2016

    • Author(s)
      Yoshinobu Tamura and Shigeru Yamada
    • Journal Title

      Proceedings of the 2016 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM 2016)

      Volume: 1

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Fault identification tool based on deep learning for fault big data2016

    • Author(s)
      Yoshinobu Tamura, Satoshi Ashida, and Shigeru Yamada
    • Journal Title

      Proceedings of the 2016 International Conference on Information Science and Security (ICISS 2016)

      Volume: 1 Pages: 69-72

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Economic impact of software patching and optimal release scheduling2016

    • Author(s)
      A. Anand M. Agarwal, Y. Tamura, and S. Yamada
    • Journal Title

      Quality and Reliability Engineering International

      Volume: - Issue: 1 Pages: 1-9

    • DOI

      10.1002/qre.1997

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] OSSプロジェクトデータに基づく統計的プロセス管理法とその応用に関する研究2016

    • Author(s)
      山田茂
    • Journal Title

      日本オペレーションズ・リサーチ学会誌(オペレーションズ・リサーチ)

      Volume: 61 Pages: 666-667

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] ソフトウェア信頼性評価への複雑性尺度およびテスト環境データの適用2016

    • Author(s)
      井上真二,山田茂
    • Journal Title

      日本信頼性学会誌(信頼性)

      Volume: 38 Pages: 372-377

    • NAID

      130007686553

    • Related Report
      2016 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] モバイルクラウドに対する最適データ分割を考慮したソフトウェアの最適メンテナンス問題2016

    • Author(s)
      田村慶信,信川ゆみ,山田茂
    • Journal Title

      京都大学数理解析研究所講究録「不確実・不確定性の下での数理意思決定モデルとその周辺」

      Volume: 1990 Pages: 183-190

    • Related Report
      2016 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] 多属性効用理論に基づいた最適リリース時刻およびチェンジポイントの推定に関する研究2016

    • Author(s)
      南野友香,井上真二,山田茂
    • Journal Title

      京都大学数理解析研究所講究録「不確実・不確定性の下での数理意思決定モデルとその周辺」

      Volume: 1990 Pages: 191-197

    • Related Report
      2016 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] ロジスティック回帰に基づくテスト環境要因を考慮したソフトウェア信頼性評価に関する一考察2016

    • Author(s)
      井上真二,山田茂
    • Journal Title

      京都大学数理解析研究所講究録「不確実・不確定性の下での数理意思決定モデルとその周辺」

      Volume: 1990 Pages: 198-203

    • Related Report
      2016 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] Practical reliability and maintainability analysis tool for an open source cloud computing2015

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Quality and Reliability Engineering International

      Volume: - Issue: 3 Pages: 1-12

    • DOI

      10.1002/qre.1802

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Bivariate change-point modeling for software reliability assessment with uncertainty of testing-environmental factor2015

    • Author(s)
      Shinji Inoue, Jun Ikeda and Shigeru Yamada
    • Journal Title

      Annals of Operations Research

      Volume: Online First Articles Issue: 1 Pages: 209-220

    • DOI

      10.1007/s10479-015-1869-6

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] オープンソースプロジェクトに対する確率微分方程式モデルに基づく開発工数の非効果的投入確率の推定2019

    • Author(s)
      曽根寛喜,田村慶信,山田茂
    • Organizer
      プロジェクトマネジメント学会2019年度春季研究発表大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Software Reliability Modeling and OSS Reliability2018

    • Author(s)
      Shigeru Yamada
    • Organizer
      The 14th International Conference on Industrial Management
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] オープンソースプロジェクトに対する開発工数予測のための確率微分方程式モデルとその応用2018

    • Author(s)
      曽根寛喜,田村慶信,山田茂
    • Organizer
      プロジェクトマネジメント学会2018年度秋季研究発表大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] ソフトウェア信頼性工学から始めて品質指向ソフトウェアマネジメントまで2018

    • Author(s)
      山田茂
    • Organizer
      日本オペレーションズ・リサーチ学会中国・四国支部講演会
    • Related Report
      2017 Research-status Report
    • Invited
  • [Presentation] Cost Analysis Considering Fault Severity Levels Based on Stochastic Differential Equation Modeling for Open Source Software2017

    • Author(s)
      Shigeru Yamada and Yoshinobu Tamura
    • Organizer
      The Joint International Conference on Interdisciplinary Research and 8th International Conference on Quality, Reliability, Infocom Technology and Business Operations (JIRICQRIT-2017)
    • Place of Presentation
      Amity University, Noida, India
    • Year and Date
      2017-02-08
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Elementary Software Reliability Growth Modeling2017

    • Author(s)
      Shigeru Yamada
    • Organizer
      The 6th International Conference on Reliability, Infocom Technologies and Optimization (ICRITO'2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Reliability and Maintainability Analysis and Its Tool Based on Deep Learning for Fault Big Data2017

    • Author(s)
      Yoshinobu Tamura and Shigeru Yamada
    • Organizer
      The 6th International Conference on Reliability, Infocom Technologies and Optimization (ICRITO'2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Software Reliability Modeling with Imperfect Debugging and Change of Test Environment2017

    • Author(s)
      Shinji Inoue and Shigeru Yamada
    • Organizer
      The 6th International Conference on Reliability, Infocom Technologies and Optimization (ICRITO'2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Quantitative OSS Project Assessment Based on Process Capability Index2017

    • Author(s)
      Shigeru Yamada and Yoshinobu Tamura
    • Organizer
      International Conference on Infocom Technologies and Unmanned System (ICTUS'2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] On Bayesian Inference of Software Reliability Measurement2017

    • Author(s)
      Shinji Inoue and Shigeru Yamada
    • Organizer
      International Conference on Infocom Technologies and Unmanned System (ICTUS'2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Two-Dimensional Software Reliability Growth Modeling Based on a CES Type Time Function2017

    • Author(s)
      Yuka Minamino, Shinji Inoue, and Shigeru Yamada
    • Organizer
      International Conference on Infocom Technologies and Unmanned System (ICTUS'2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] ソフトウェア信頼性モデルの基礎2017

    • Author(s)
      山田茂
    • Organizer
      電子情報通信学会信頼性研究会
    • Related Report
      2017 Research-status Report
    • Invited
  • [Presentation] ソフトウェア信頼性モデルを用いた品質マネジメント~高品質ソフトウェア開発とプロジェクトの定量的評価~2017

    • Author(s)
      山田茂
    • Organizer
      プロジェクトマネジメント学会中国支部特別講演会
    • Related Report
      2017 Research-status Report
    • Invited
  • [Presentation] Reliability Analysis Based on Deep Learning for Fault Big Data on Bug Tracking System2016

    • Author(s)
      Yoshinobu Tamura and Shigeru Yamada
    • Organizer
      5th International Conference on Reliability, Inform Technologies and Optimization (ICRITO'2016)
    • Place of Presentation
      Amity University, Noida, India
    • Year and Date
      2016-09-08
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Simulation-Based Interval Estimation Approach in Software Reliability Assessment2016

    • Author(s)
      Shinji Inoue and Shigeru Yamada
    • Organizer
      5th International Conference on Reliability, Inform Technologies and Optimization (ICRITO'2016)
    • Place of Presentation
      Amity University, Noida, India
    • Year and Date
      2016-09-08
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Statistical Process Control for OSS Projects and Optimal Software Release Policies2016

    • Author(s)
      Shigeru Yamada
    • Organizer
      5th International Conference on Reliability, Inform Technologies and Optimization (ICRITO'2016)
    • Place of Presentation
      Amity University, Noida, India
    • Year and Date
      2016-09-07
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Book] System Reliability Management: Solutions and Technologies2018

    • Author(s)
      Yoshinobu Tamura and Shigeru Yamada
    • Total Pages
      18
    • Publisher
      CRC Press
    • ISBN
      9780815360728
    • Related Report
      2018 Annual Research Report
  • [Book] Reliability Modeling with Computer and Maintenance Applications (Dependability analysis tool considering the optimal data partitioning in a mobile cloud)2017

    • Author(s)
      Yoshinobu Tamura and Shigeru Yamada
    • Total Pages
      450
    • Publisher
      World Scientific
    • ISBN
      9789813224490
    • Related Report
      2017 Research-status Report
  • [Book] Reliability Modeling with Computer and Maintenance Applications (Interval estimation of software reliability and shipping time)2017

    • Author(s)
      Shinji Inoue and Shigeru Yamada
    • Total Pages
      450
    • Publisher
      World Scientific
    • ISBN
      9789813224490
    • Related Report
      2017 Research-status Report
  • [Book] OSS Reliability Measurement and Assessment2016

    • Author(s)
      Shigeru Yamada and Yoshinobu Tamura
    • Total Pages
      185
    • Publisher
      Springer-Verlag
    • Related Report
      2016 Research-status Report
  • [Book] Principals of Performance and Reliability Modeling and Evaluation2016

    • Author(s)
      Shigeru Yamada and Yoshinobu Tamura
    • Publisher
      Springer-Verlag
    • Related Report
      2016 Research-status Report
  • [Book] Software Engineering Research, Management and Applications2016

    • Author(s)
      Yoshinobu Tamura and Shigeru Yamada
    • Publisher
      Springer-Verlag
    • Related Report
      2016 Research-status Report
  • [Remarks] 鳥取大学情報システム研究室

    • URL

      http://www.sse.tottori-u.ac.jp/hp-jouhou/hpsubmit/index.html

    • Related Report
      2017 Research-status Report
  • [Remarks] 鳥取大学研究者総覧

    • URL

      http://researchers.adm.tottori-u.ac.jp/html/100000580_ja.html

    • Related Report
      2017 Research-status Report 2016 Research-status Report
  • [Remarks] 情報システム研究室

    • URL

      http://www.sse.tottori-u.ac.jp/hp-jouhou/hpsubmit/index.html

    • Related Report
      2016 Research-status Report

URL: 

Published: 2016-04-21   Modified: 2020-03-30  

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