Profile

Osamu and Taiji (my son)
Osamu and Taiji (my son)

Name

Osamu Mizuno

Affiliation / Title

Associate Professor
Faculty of Information and Human Sciences, Kyoto Institute of Technology

Degree

Ph.D (Engineering) (Osaka University)

Career

Associate Professor (Sep 2009 – present)
Graduate School of Science and Technology, Kyoto Institute of Technology, Japan
Scientist Adviser (Jul 2015 – Sep 2015)
Department of Computer Engineering, Faculty of Engineering, Kasetsart University, Thailand
Visiting Researcher (Mar 2012 – Jan 2013)
Software Analysis & Intelligence Lab., Queen’s University, Canada
Scientist Adviser (Feb 2008 – Mar 2008)
Department of Computer Engineering, Faculty of Engineering, Kasetsart University, Thailand
Assistant Professor (Apr 2002 – Aug 2009)
Graduate School of Information Science and Technology, Osaka University, Japan
Assistant Professor (Apr 1999 – Mar 2002)
Graduate School of Engineering Science, Osaka University, Japan
Ph.D. (Sep 2001)
Graduate School of Engineering Science, Osaka University, Japan

Lectures

  • Software Engineering
  • Software Metrics
  • Empirical Software Engineering

Major publications

  • Masanari Kondo, Daniel M. German, Osamu Mizuno, and Eun-Hye Choi, "The Impact of Context Metrics on Just-In-Time Defect Prediction," Empirical Software Engineering, 25(1), 890–939, 2020. (JCR: 4.457 (2019))
  • Masanari Kondo, Cor-Paul Bezemer, Yasutaka Kamei, Ahmed E. Hassan, and Osamu Mizuno, "The Impact of Feature Reduction Techniques on Defect Prediction Models," Empirical Software Engineering, 24(4), 1925–1963, 2019. (JCR: 4.457 (2019))
  • Eun-Hye Choi, Cyrille Artho, Takashi Kitamura, Osamu Mizuno, and Akihisa Yamada, "Distance-Integrated Combinatorial Testing," In Proc. of 27th International Symposium on Software Reliability Engineering (ISSRE2016), pp. 93-104, October 2016. (Ottawa, Canada) (Acceptance rate: 35%, 45/130)
  • Yukiya Uneno, Osamu Mizuno, and Eun-Hye Choi, "Using a Distributed Representation of Words in Localizing Relevant Files for Bug Reports," In Proc. of the 2016 IEEE International Conference on Software Quality, Reliability & Security (QRS2016), pp. 183-190, August 2016. (Vienna, Austria) (Acceptance rate: 43%, 48/111)
  • Hideaki Hata, Osamu Mizuno, and Tohru Kikuno, "Bug Prediction Based on Fine-Grained Module Histories," In Proc. of 34th International Conference on Software Engineering (ICSE2012), pp. 200-210, June 2012. (Zurich, Switzerland) (Acceptance rate: 21.3%, 87/408)
  • Hideaki Hata, Osamu Mizuno, and Tohru Kikuno, "Fault-Prone Module Detection Using Large-Scale Text Features Based on Spam Filtering," Empirical Software Engineering, 15(2), pp. 147-165, April 2010. (JCR: 1.612 (2009))
  • Hideaki Hata, Osamu Mizuno, and Tohru Kikuno, "An Extension of Fault-Prone Filtering Using Precise Training and a Dynamic Threshold," In Proc. of 5th Working Conference on Mining Software Repositories (MSR2008), pp. 89-97, May 2008. (Leipzig, Germany) (Acceptance rate: 19%)
  • Osamu Mizuno and Tohru Kikuno, "Prediction of Fault-Prone Software Modules Using a Generic Text Discriminator," IEICE Trans. on Information and Systems, E91-D(4), pp. 888-896, April 2008. (JCR: 0.369 (2008))
  • Osamu Mizuno, Shiro Ikami, Shuya Nakaichi, and Tohru Kikuno, "Fault-Prone Filtering: Detection of Fault-Prone Modules Using Spam Filtering Technique," In Proc. 1st International Symposium on Empirical Software Engineering and Measurement (ESEM2007), pp. 374-383, September 2007. (Madrid, Spain) (Acceptance rate: 41%, 44/107)
  • Osamu Mizuno and Tohru Kikuno, "Training on Errors Experiment to Detect Fault-Prone Software Modules by Spam Filter," In The 6th joint meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering (ESEC/FSE2007), pp. 405-414, September 2007. (Dubrovnik, Croatia) (Acceptance rate: 17%, 43/251)
  • Osamu Mizuno, Shiro Ikami, Shuya Nakaichi, and Tohru Kikuno, "Spam Filter Based Approach for Finding Fault-Prone Software Modules," In Proc. of Fourth International Workshop on Mining Software Repositories (MSR07), p. 4, May 2007. (Minneapolis, MN, USA) (Acceptance rate: 51%)
  • Sousuke Amasaki, Yasuhiro Hamano, Osamu Mizuno, and Tohru Kikuno, "Characterization of Runaway Software Projects Using Association Rule Mining," In Proc. of 7th International Conference on Product Focused Software Process Improvement (PROFES2006), LNCS 4034, pp. 402-407, June 2006. (Amsterdam, The Netherlands) (Acceptance rate: 47.2%, 26/55)
  • Seiya Abe, Osamu Mizuno, Tohru Kikuno, Nahomi Kikuchi, and Masayuki Hirayama, "Estimation of Project Success Using Bayesian Classifier," In Proc. of 28th International Conference on Software Engineering (ICSE2006), pp. 600-603, May 2006. (Shanghai, China)
  • Yasunari Takagi, Osamu Mizuno, and Tohru Kikuno, "An Empirical Approach to Characterizing Risky Software Projects Based on Logistic Regression Analysis," Empirical Software Engineering, 10(4), pp. 495-515, December 2005. (JCR: 0.966 (2005))
  • Sousuke Amasaki, Takashi Yoshitomi, Osamu Mizuno, Yasunari Takagi, and Tohru Kikuno, "A New Challenge for Applying Time Series Metrics Data to Software Quality Estimation," Software Quality Journal, 13(2), pp. 177-193, June 2005. (JCR: 0.529 (2005))
  • Sousuke Amasaki, Yasunari Takagi, Osamu Mizuno, and Tohru Kikuno, "A Bayesian Belief Network for Assessing the Likelihood of Fault Content," In Proc. of 14th International Symposium on Software Reliability Engineering (ISSRE2003), pp. 215-226, November 2003. (Denver, CO, USA) (Acceptance rate: 20%, 41/200)
  • Osamu Mizuno, Eijiro Shigematsu, Yasunari Takagi, and Tohru Kikuno, "On Estimating Testing Effort Needed to Assure Field Quality in Software Development," In Proc. of 13th International Symposium on Software Reliability Engineering (ISSRE2002), pp. 139-146, November 2002. (Annapolis, MD, USA.) (Acceptance rate: 45%, 33/73)
  • Shinji Kusumoto, Osamu Mizuno, Tohru Kikuno, Yuji Hirayama, Yasunari Takagi, and Keishi Sakamoto, "Software Project Simulator for Effective Process Improvement," Trans. of Information Processing Society of Japan, 42(3), pp. 396-408, March 2001.
  • Osamu Mizuno, Tohru Kikuno, Yasunari Takagi, and Keishi Sakamoto, "Characterization of Risky Projects Based on Project Managers Evaluation," In Proc. of 22nd International Conference on Software Engineering (ICSE2000), pp. 387-395, June 2000. (Limerick, Ireland.) (Acceptance rate: 14%, 49/339)
  • Osamu Mizuno, Tohru Kikuno, Katsumi Inagaki, Yasunari Takagi, and Keishi Sakamoto, "Statistical Analysis of Deviation of Actual Cost from Estimated Cost Using Actual Project Data," Information and Software Technology, 42(7), pp. 465-473, May 2000. (JCR: 0.291 (2000))
  • Osamu Mizuno, Tohru Kikuno, Katsumi Inagaki, Yasunari Takagi, and Keishi Sakamoto, "Analyzing Effects of Cost Estimation Accuracy on Quality and Productivity," In Proc. of 20th International Conference on Software Engineering (ICSE98), pp. 410-419, April 1998. (Kyoto, Japan.) (Acceptance rate: 19%, 41/209)
  • Shinji Kusumoto, Osamu Mizuno, Tohru Kikuno, Yuji Hirayama, Yasunari Takagi, and Keishi Sakamoto, "A New Software Project Simulator Based on Generalized Stochastic Petri-Net," In Proc. of the 19th International Conference on Software Engineering (ICSE97), pp. 293-303, May 1997. (Boston, USA.) (Acceptance rate: 22%, 50/219)

Academic Society

Memberships

  • A member of IEEE, IEICE, IPSJ.
  • Review committee of IEICE (from 2003)

Conference/Workshop Chairs

Program Committee Members