Publications


Book
  1. Masateru Tsunoda, Akito Monden, Kenichi Matsumoto, Ryosuke Hatano, Toshihiko Nakano, and Yutaka Fukuchi, ``Analyzing Risk Factors Affecting Project Cost Overrun,'' In Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing 2012 (Studies in Computational Intelligence, Vol. 443), pp.171-184, Springer, 2012.

Journal papers
  1. Masateru Tsunoda, Akito Monden, Kenichi Matsumoto, Sawako Ohiwa, and Tomoki Oshino, ``Benchmarking It Operations Cost Based on Working Time and Unit Cost,'' Science of Computer Programming (to appear).
  2. Akito Monden, Masateru Tsunoda, Mike Barker, and Kenichi Matsumoto, ``Probing Software Engineering Beliefs about System Testing Defects: Analyzing Data for Future Directions,'' IT Professional (to appear).
  3. Masateru Tsunoda, Akito monden, and Kenichi Matsumoto, ``Predicting Faults After Unit Testing Using Design Phase Metrics in Embedded Software Development,'' SEC journal, Vol.11, No.2, pp.16-25, September 2015. (in Japanese) [FILE] 
  4. Masateru Tsunoda, Koji Toda, Kyohei Fushida, Yasutaka Kamei, Meiyappan Nagappan, and Naoyasu Ubayashi, ``Empirical Evaluation of Software Development Effort Estimation Based on Upper Phase Development Activity,'' Computer Software (JSST journal), Vol.31, No.2, pp.129-143, May 2014. (in Japanese) [FILE] 
  5. Masateru Tsunoda, Akito Monden, Jacky Keung, and Kenichi Matsumoto, ``Software Effort Estimation Models Incorporating Expert Judgment,'' IPSJ Journal, Vol.55, No.2, pp.994-1004, February 2014. (in Japanese) [FILE] 
  6. Koji Toda, Masateru Tsunoda, Akito Monden, and Kenichi Matsumoto, ``Hybrid Effort Estimation based on Multivariate Liner Regression and Analogy Based Estimation,'' Computer Software (JSST journal), Vol.30, No.2, pp.227-233, April 2013. (in Japanese) [FILE] 
  7. Masateru Tsunoda, Akito Monden, Kenichi Matsumoto, and Tomoki Oshino,``Factors Affecting Maintenance Efficiency of Custom Made Software,'' Computer Software (JSST journal), Vol.29, No.3, pp.157-163, August 2012. (in Japanese) [FILE] 
  8. Masateru Tsunoda, Akito Monden, Mizuho Watanabe, Takeshi Kakimoto, and Ken-ichi Matsumoto, ``Comparison of Outlier Deletion Methods for Analogy Based Software Effort Estimation,'' IEICE Transactions on Information and Systems, Vol.J95-D, No.4, pp.895-908, April 2012. (in Japanese) [FILE] 
  9. Masateru Tsunoda, Kyohei Fushida, Yasutaka Kamei, Masahide Nakamura, Kohei Mitsui, Keita Goto and Kenichi Matsumoto, ``An Authentication Method Based on Spatiotemporal Information and Actions,'' Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, Vol.23, No.6, pp.874-881, December 2011. (in Japanese) [FILE] 
  10. Masateru Tsunoda, Tomohiro Akinaga, Kazumasa Hikichi, Naoki Ohsugi, Takeshi Kakimoto, Akito Monden, and Ken-ichi Matsumoto, ``A Development Technique Recommendation Method for Software Engineers Using Collaborative Filtering,'' The Journal of Information and Systems in Education, Vol.27, No.4, pp.316-326, November 2010. (in Japanese) [FILE] 
  11. Masateru Tsunoda, Akito Monden, Hiroshi Yadohisa, Nahomi Kikuchi, and Ken-ichi Matsumoto, ``Software development productivity of Japanese enterprise applications,'' Information Technology and Management, Springer, Vol.10, No.4, pp.193-205, 2009. [FILE] 
  12. Koichi Tamura, Takeshi Kakimoto, Koji Toda, Masateru Tsunoda, Akito Monden, Ken-ichi Matsumoto, and Naoki Ohsugi, ``Empirical Evaluation of Similarity-Based Missing Data Imputation for Effort Estimation,'' Computer Software (JSST journal), Vol.26, No.3, pp.44-55, August 2009. (in Japanese) [FILE] 
  13. Masateru Tsunoda, Haruaki Tamada, Shuji Morisaki, Tomoko Matsumura, Akira Kurosaki, and Ken-ichi Matumoto, ``Software Defect Density Prediction Using Code Review Defect Density,'' IPSJ Journal, Vol.50, No.3, pp.1144-1155, March 2009. (in Japanese) [FILE] 
  14. Yasutaka Kamei, Masateru Tsunoda, Takeshi Kakimoto, Naoki Ohsugi, Akito Monden, and Ken-ichi Matsumoto, ``The Effect of Collaborative Filtering on Software Component Recommendation,'' IPSJ Journal, Vol.50, No.3, pp.1139-1143, March 2009. (in Japanese) [FILE] 
  15. Masateru Tsunoda, Akito Monden, Ken-ichi Matsumoto, and Akihiko Takahashi, ``Software development effort estimation models stratified by productivity factors,'' SEC journal, pp.58-67, March 2009. (in Japanese) [FILE] 
  16. Takeshi Kakimoto, Akito Monden, Masateru Tsunoda, Ken-ichi Matsumoto, and Nahomi Kikuchi, ``Deriving quantitative relationship among project size, delivery, team size and effort,'' SEC journal, No.14, pp.6-11, September 2008. (in Japanese) [FILE] 
  17. Shinya Taki, Koji Toda, Akito Monden, Takeshi Kakimoto, Masateru Tsunoda, Naoki Ohsugi, and Ken-ichi Matsumoto, ``A Variable Selection Method for Analogy-based Effort Estimation,'' IPSJ Journal, Vol.49, No.7, pp.2338-2348, July 2008. (in Japanese) [FILE] 
  18. Takeshi Kakimoto, Masateru Tsunoda, Naoki Ohsugi, Akito Monden, and Ken-ichi Matsumoto, ``Evaluating the Robustness of Collaborative Filtering Based Effort Estimation Method against Data Missing,'' IEICE transactions on information and systems, Vol.J89-D, No.12, pp.2602-2611, December 2006. (in Japanese) [FILE] 
  19. Naoki Ohsugi, Masateru Tsunoda, Akito monden, Tomoko Matsumura, Ken-ichi Matsumoto, and Nahomi Kikuchi, ``Using Cross-company Data to Estimate the Effort of Software Development Projects,'' SEC journal, No.5, pp.16-25, February 2006. (in Japanese) [FILE] 
  20. Masateru Tsunoda, Naoki Ohsugi, Akito Monden, Ken-ichi Matsumoto, and Shin-ichi Sato, ``Software Development Effort Prediction Based on Collaborative Filtering,'' IPSJ Journal, Vol.46, No.5, pp.1155-1164, May 2005. [FILE] 

International conference papers (refereed)
  1. Masateru Tsunoda, Akito Monden, Kenichi Matsumoto, Sawako Ohiwa, and Tomoki Oshino, ``Analysis of Information System Operation Cost Based on Working Time and Unit Cost,'' In Proc. of International Conference on Computer and Information Science (ICIS 2016), pp. 837-842 June 2016. (Okayama, Japan) [FILE]
  2. Kenichi Ono, Masateru Tsunoda, Akito Monden, and Kenichi Matsumoto, ``Influence of Outliers on Analogy Based Software Development,'' In Proc. of International Conference on Computer and Information Science (ICIS 2016), pp. 849-854 June 2016. (Okayama, Japan) [FILE]
  3. Keitaro Nakasai, Masateru Tsunoda, and Hideaki Hata, ``Web Search Behaviors for Software Development,'' In Proc. of International Workshop on Cooperative and Human Aspects of Software Engineering (CHASE 2016), pp.125-128 May 2016. (Austin, TX) [FILE]
  4. Kanako Kina, Masateru Tsunoda, Hideaki Hata, Haruaki Tamada, and Hiroshi Igaki, ``Analyzing the Decision Criteria of Software Developers Based on Prospect Theory,'' In Proc. of International Conference on Software Analysis, Evolution, and Reengineering (SANER 2016), pp.644-648 March 2016. (Osaka, Japan) [FILE]
  5. Masateru Tsunoda, Yasutaka Kamei, Atsushi Sawada, ``Assessing the Differences of Clone Detection Methods Used in the Fault-prone Module Prediction,'' In Proc. of International Workshop on Software Clones (IWSC 2016), pp.15-16 March 2016. (Osaka, Japan) [FILE]
  6. Masateru Tsunoda, Akito Monden, Kenichi Matsumoto, Sawako Ohiwa, and Tomoki Oshino, ``Benchmarking Software Maintenance Based on Working Time,'' In Proc. of Applied Computing and Information Technology (ACIT 2015), pp.21-28, July 2015. (Okayama, Japan) [FILE]
  7. Atsushi Itsuda, Shin Fujiwara, Nao Yamasaki, Haruaki Tamada, Hideaki Hata, Masateru Tsunoda, and Hiroshi Igaki ``Fu-Rin-Ka-Zan: Quantitative Analysis of Developers' Characteristics based on Project Historical Data,'' In Proc. of Applied Computing and Information Technology (ACIT 2015), pp.15-20, July 2015. (Okayama, Japan)
  8. Masateru Tsunoda, Haruaki Tamada, and Hideaki Hata, ``How to Classify Personalities of Team Members on Project-Based Learning,'' In Proc. of Software Engineering Education Workshop (SEEW 2014), December 2014. (Jeju, Korea) [FILE]
  9. Masateru Tsunoda, and Kenichi Ono, ``Pitfalls of Analyzing a Cross-company Dataset of Software Maintenance and Support,'' In Proc. of International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2014), pp.535-542, June 2014. (Las Vegas, NV) [FILE]
  10. Masateru Tsunoda, Kyohei Fushida, Yasutaka Kamei, Masahide Nakamura, Kohei Mitsui, Keita Goto, and Kenichi Matsumoto, ``An Authentication Method with Spatiotemporal Interval and Partial Matching,'' In Proc. of International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2013), pp.535-542, July 2013. (Honolulu, HA) [FILE]
  11. Masateru Tsunoda, Koji Toda, Kyohei Fushida, Yasutaka Kamei, Meiyappan Nagappan, and Naoyasu Ubayashi, ``Revisiting Software Development Effort Estimation Based on Early Phase Development Activities,'' In Proc. of Working Conference on Mining Software Repositories (MSR 2013), pp.429-438, May 2013. (San Francisco, CA) [FILE]  
  12. Masateru Tsunoda, Sousuke Amasaki, and Chris Lokan, ``How to Treat Timing Information for Software Effort Estimation?'' In Proc. of International Conference on Software and Systems Process (ICSSP 2013), pp.10-19, May 2013. (San Francisco, CA) [FILE]  
  13. Masateru Tsunoda, Akito Monden, Jacky Keung, and Kenichi Matsumoto, ``Incorporating Expert Judgment into Regression Models of Software Effort Estimation,'' In Proc. of Asia-Pacific Software Engineering Conference (APSEC 2012), pp.374-379, December 2012. (Hong Kong) [FILE] 
  14. Masateru Tsunoda, Akito Monden, Kenichi Matsumoto, Sawako Ohiwa, and Tomoki Oshino, ``Analysis of Attributes Relating to Custom Software Price,'' In Proc. of International Workshop on Empirical Software Engineering in Practice (IWESEP 2012), pp.16-22, October 2012. (Osaka, Japan) [FILE] 
  15. Masateru Tsunoda, Sousuke Amasaki, and Akito Monden, ``Handling Categorical Variables in Effort Estimation,'' In Proc. of International Symposium on Empirical Software Engineering and Measurement (ESEM 2012), pp.99-102, September 2012. (Lund, Sweden) [FILE] 
  16. Masateru Tsunoda, Akito Monden, Kenichi Matsumoto, Ryosuke Hatano, Toshihiko Nakano, and Yutaka Fukuchi, ``Analyzing Risk Factors Affecting Project Cost Overrun,'' In Proc. of International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2012), August 2012. (Kyoto, Japan) [FILE] 
  17. Masateru Tsunoda, Akito Monden, Tomoko Matsumura, and Ken-ichi Matsumoto, ``A Model of Project Supervision for Process Correction and Improvement,'' In Proc. of Joint Conference of International Workshop on Software Measurement and International Conference on Software Process and Product Measurement (IWSM/Mensura 2011), pp.151-159, November 2011. (Nara, Japan) [FILE] 
  18. Masateru Tsunoda, Akito Monden, Ken-ichi Matsumoto, and Tomoki Oshino, ``Analysis of Software Maintenance Efficiency Focused on Process Standardization,'' In Proc. of International Workshop on Empirical Software Engineering in Practice (IWESEP 2011), pp.3-8, November 2011. (Nara, Japan) [FILE] 
  19. Masateru Tsunoda, Akito Monden, and Ken-ichi Matsumoto, ``Sharpe Ratio Based Index for Building Fault Prediction Model,'' In Proc. of International Symposium on Software Reliability Engineering (ISSRE 2011) Fast Abstracts, Vol.1, No.6, pp.1-2, November 2011. (Hiroshima, Japan) [FILE] 
  20. Masateru Tsunoda, Akito Monden, Takeshi Kakimoto, and Ken-ichi Matsumoto, ``An Empirical Evaluation of Outlier Deletion Methods for Analogy-Based Cost Estimation,'' In Proc. of International Conference on Predictive Models in Software Engineering (PROMISE 2011), No.17, pp.1-10, September 2011. (Banff, Canada) [FILE] 
  21. Masateru Tsunoda, Akito Monden, Jun-ichiro Shibata, and Ken-ichi Matsumoto, ``Empirical Evaluation of Cost Overrun Prediction with Imbalance Data,'' In Proc. of International Conference on Computer and Information Science (ICIS 2011), pp.415-420, May 2011. (Hainan Island, China) [FILE] 
  22. Masateru Tsunoda, Akito Monden, Mizuho Watanabe, Takeshi Kakimoto, and Ken-ichi Matsumoto, ``Applying Outlier Deletion to Analosgy Based Cost Estimation,'' In Proc. of International Workshop on Empirical Software Engineering in Practice (IWESEP 2010), pp.13-18, December 2010. (Nara, Japan) [FILE] 
  23. Masateru Tsunoda, Akito Monden, Ken-ichi Matsumoto, Akihiko Takahashi, and Tomoki Oshino, ``An Empirical Analysis of Information Technology Operations Cost,'' In Proc. of International Workshop on Software Measurement (IWSM/Metrikon/Mensura 2010), pp.571-585, November 2010. (Stuttgart, Germany) [FILE] 
  24. Masateru Tsunoda, Tomoko Matsumura, and Ken-ichi Matsumoto, ``Modeling Software Project Monitoring with Stakeholders,'' In Proc. of International Conference on Computer and Information Science (ICIS 2010), pp.723-728, August 2010. (Yamagata, Japan) [FILE] 
  25. Masateru Tsunoda, Tomoko Matsumura, Hajimu Iida, Kozo Kubo, Shinji Kusumoto, Katsuro Inoue, and Ken-ichi Matsumoto, ``Standardizing the Software Tag in Japan for Transparency of Development,'' In Proc. of International Conference on Product Focused Software Development and Process Improvement (PROFES 2010), LNCS 6156, pp.220-233, June 2010. (Limerick, Ireland) [FILE] 
  26. Masateru Tsunoda, Shinsuke Matsumoto, Akito Monden, and Ken-ichi Matsumoto, ``A Proposal of Derivation Methods of Fp Transformation Formulas,'' In Proc. of Workshop on Accountability and Traceability in Global Software Engineering (ATGSE 2008), pp.25-26, December 2008. (Beijing, China) [FILE] 
  27. Koichi Tamura, Takeshi Kakimoto, Koji Toda, Masateru Tsunoda, Akito Monden, and Ken-ichi Matsumoto, ``Empirical Evaluation of Missing Data Techniques for Effort Estimation,'' In Proc. of International Workshop on Software Productivity Analysis And Cost Estimation (SPACE 2008), pp.4-9, December 2008. (Beijing, China) [FILE] 
  28. Masateru Tsunoda, Kohei Mitsui, Kyohei Fushida, Yasutaka Kamei, Masahide Nakamura, Keita Goto, and Ken-ichi Matsumoto, ``An Authentication Method Combining Spatiotemporal Information and Actions,'' In Proc. of International Conference on Mobile Computing and Ubiquitous Networking (ICMU 2008), pp.41-49, June 2008. (Tokyo, Japan) [FILE] 
  29. Naoki Ohsugi, Akito Monden, Nahomi Kikuchi, Michael Barker, Masateru Tsunoda, Takeshi Kakimoto, and Ken-ichi Matsumoto, ``Is This Cost Estimate Reliable? - the Relationship between Homogeneity of Analogues and Estimation Reliability,'' In Proc. of International Symposium on Empirical Software Engineering and Measurement (ESEM 2007), pp.384-392, September 2007. (Madrid, Spain) [FILE] 
  30. Masateru Tsunoda, Akito Monden, Takeshi Kakimoto, Yasutaka Kamei, and Ken-ichi Matsumoto, ``Analyzing OSS Developers' Working Time Using Mailing Lists Archives,'' In Proc. of International Workshop on Mining Software Repositories (MSR 2006) Mining Challenge 2006, pp.181-182, May 2006. (Shanghai, China) [FILE] 
  31. Masateru Tsunoda, Akito Monden, Hiroshi Yadohisa, Nahomi Kikuchi, and Ken-ichi Matsumoto, ``Productivity Analysis of Japanese Enterprise Software Development Projects,'' In Proc. of International Workshop on Mining Software Repositories (MSR 2006), pp.14-17, May 2006. (Shanghai, China) [FILE] 
  32. Takeshi Kakimoto, Akito Monden, Yasutaka Kamei, Haruaki Tamada, Masateru Tsunoda, and Ken-ichi Matsumoto, ``Using Software Birthmarks to Identify Similar Classes and Major Functionalities,'' In Proc. of International Workshop on Mining Software Repositories (MSR 2006) Mining Challenge 2006, pp.171-172, May 2006. (Shanghai, China) [FILE] 
  33. Tomohiro Akinaga, Naoki Ohsugi, Masateru Tsunoda, Takeshi Kakimoto, Akito Monden, and Ken-ichi Matsumoto, ``Recommendation of Software Technologies Based on Collaborative Filtering,'' In Proc. of Asia-Pacific Software Engineering Conference (APSEC 2005), pp.209-214, December 2005. (Taipei, Taiwan) [FILE] 
  34. Masateru Tsunoda, Takeshi Kakimoto, Naoki Ohsugi, Akito Monden, and Ken-ichi Matsumoto, ``Javawock: A Java Class Recommender System Based on Collaborative Filtering,'' In Proc. of International Conference on Software Engineering and Knowledge Engineering (SEKE 2005), pp.491-497, July 2005. (Taipei, Taiwan) [FILE] 
  35. Naoki Ohsugi, Masateru Tsunoda, Akito Monden, and Ken-ichi Matsumoto, ``Effort Estimation Based on Collaborative Filtering,'' In Proc. of International Conference on Product Focused Software Process Improvement (Profes 2004), LNCS 3009, pp.274-286, April 2004. (Kyoto, Japan) [FILE] 

Awards
  1. Yukasa Murakami, Masateru Tsunoda, Masahide Nakamura, Student Paper Award, IPSJ SIGSE, March 2016. 
  2. Masateru Tsunoda, Akito Monden, Kenichi Matsumoto, SEC President Award, SEC journal distinguished paper award, November 2015. 
  3. Kanako Kina, Masateru Tsunoda, Interactive Award, IPSJ/SIGSE Software Engineering Symposium 2015 (SES 2015), September 2015. 
  4. Masateru Tsunoda, Akito Monden, Kenichi Matsumoto, Sawako Ohiwa, and Tomoki Oshino, Best Paper Award, International Workshop on Empirical Software Engineering in Practice (IWESEP 2012), October 2012. 
  5. Masateru Tsunoda, Sousuke Amasaki, and Akito Monden, Best Short Paper Award, International Symposium on Empirical Software Engineering and Measurement (ESEM 2012), September 2012.
  6. Takeshi Kakimoto, Akito Monden, Masateru Tsunoda, Kenichi Matsumoto, and Nahomi Kikuchi, SEC journal paper presentation Award, Sec conference 2008, October 2008.
  7. Naoki Ohsugi, Masateru Tsunoda, Akito Monden, Tomoko Matsumura, Kenichi Matsumoto, and Nahomi Kikuchi, SEC journal paper presentation Best award, Sec conference 2006, October 2006.
  8. Masateru Tsunoda, Kyohei Fushida, Kohei Mitsui, Yasutaka Kamei, and Keita Goto, Leader of Center of Excellence's Award, Nara Institute of Science and Technology Ubiquitous Application Contest Demonstration Category, March 2006.
  9. Masateru Tsunoda, The Institute of Electronics, Information and Communication Engineers Kansai, Branch Chief's Award for Student Association Merit, March 2004.