Robbie T. Nakatsu

Search results

• 2024

  Explainable AI in Machine Learning Regression: Creating Transparency of a Regression Model

  Nakatsu, R. T., 2024, HCI in Business, Government and Organizations - 11th International Conference, HCIBGO 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Proceedings. Nah, F.F.-H. & Siau, K. L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 223-236 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14720 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2023

  Validation of machine learning ridge regression models using Monte Carlo, bootstrap, and variations in cross-validation

  Nakatsu, R. T., Jan 1 2023, In: Journal of Intelligent Systems. 32, 1

  Research output: Contribution to journal › Article › peer-review

  Open Access
• 2021

  An Evaluation of Four Resampling Methods Used in Machine Learning Classification

  Nakatsu, R. T., May 1 2021, In: IEEE Intelligent Systems. 36, 3, p. 51-57 7 p., 9022891.

  Research output: Contribution to journal › Article › peer-review
• 2017

  Information visualizations used to avoid the problem of overfitting in supervised machine learning

  Nakatsu, R. T., May 13 2017, HCI in Business, Government and Organizations: Supporting Business - 4th International Conference, HCIBGO 2017 Held as Part of HCI International 2017, Proceedings. Tan, C.-H. & Nah, F.F.-H. (eds.). Springer Verlag, p. 373-385 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10294 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2015

  Enhancing the explanatory power of intelligent user interfaces with diagrams

  Nakatsu, R. T., 2015, HCI in Business - 2nd International Conference, HCIB 2015 Held as Part of HCI International 2015, Proceedings. Nah, F.F.-H. & Tan, C.-H. (eds.). Springer Verlag, p. 623-632 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9191).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2014

  An investigation of user interface features of crowdsourcing applications

  Nakatsu, R. & Iacovou, C., 2014, HCI in Business - First International Conference, HCIB 2014, Held as Part of HCI International 2014, Proceedings. Springer Verlag, p. 410-418 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8527 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

• A taxonomy of crowdsourcing based on task complexity

  Nakatsu, R. T., Grossman, E. B. & Iacovou, C. L., 2014, In: Journal of Information Science. 40, 6, p. 823-834 12 p.

  Research output: Contribution to journal › Article › peer-review

• Using Venn diagrams to perform logic reasoning: An algorithm for automating the syllogistic reasoning of categorical statements

  Nakatsu, R. T., Jan 2014, In: International Journal of Intelligent Systems. 29, 1, p. 84-103 20 p.

  Research output: Contribution to journal › Article › peer-review
• 2013

  Designing effective user interfaces for crowdsourcing: An exploratory study

  Nakatsu, R. & Grossman, E., 2013, Human Interface and the Management of Information: Information and Interaction Design - 15th International Conference, HCI International 2013, Proceedings. PART 1 ed. Springer Verlag, p. 221-229 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8016 LNCS, no. PART 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2012

  Diagrammatic user interfaces

  Nakatsu, R. T., Jan 1 2012, Advances in Applied Human Modeling and Simulation. CRC Press, p. 489-495 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter
• 2009

  A comparative study of important risk factors involved in offshore and domestic outsourcing of software development projects: A two-panel Delphi study

  Nakatsu, R. T. & Iacovou, C. L., Jan 2009, In: Information and Management. 46, 1, p. 57-68 12 p.

  Research output: Contribution to journal › Article › peer-review

• Diagrammatic Reasoning in AI

  Nakatsu, R., Dec 1 2009, John Wiley and Sons. 330 p.

  Research output: Book/Report › Book
• 2008

  A risk profile of offshore-outsourced development projects

  Iacovou, C. L. & Nakatsu, R., Jun 1 2008, In: Communications of the ACM. 51, 6, p. 89-94 6 p.

  Research output: Contribution to journal › Article › peer-review
• 2006

  Designing intelligent systems to handle system failures: Enhancing explanatory power with less restrictive user interfaces and deep explanations

  Nakatsu, R. T. & Benbaaat, I., 2006, In: International Journal of Human-Computer Interaction. 21, 1, p. 55-72 18 p.

  Research output: Contribution to journal › Article › peer-review

• Explanatory Power of Intelligent Systems

  Nakatsu, R. T., 2006, Intelligent Decision-making Support Systems: Foundations, Applications And Challenges. p. 123-143 21 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• Web application design handbook. Best practices for web-based software

  Nakatsu, R. T., 2006, In: International Journal of Human-Computer Interaction. 21, 1, p. 109-111 3 p.

  Research output: Contribution to journal › Literature review › peer-review

• 2005

  Designing business logistics networks using model-based reasoning and heuristic-based searching

  Nakatsu, R. T., Nov 2005, In: Expert Systems with Applications. 29, 4, p. 735-745 11 p.

  Research output: Contribution to journal › Article › peer-review
• 2004

  The Alignment Of Organizational Incentives with Organizational Goals Across IT Adoption Stages

  Abraham, D., Leon, L., Nakatsu, R., Przasnyski, Z. & Seal, K., Dec 31 2004, AMCIS 2004 Proceedings. Vol. 103. (AMCIS 2004 Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access
• 2003

  Improving the Explanatory Power of Knowledge-Based Systems: An Investigation of Content and Interface-Based Enhancements

  Nakatsu, R. T. & Benbasat, I., May 2003, In: IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans.. 33, 3, p. 344-357 14 p.

  Research output: Contribution to journal › Article › peer-review
• 2000

  Building logistics networks using model-based reasoning techniques

  Nakatsu, R. & Benbasat, I., 2000, Intelligent Problem Solving: Methodologies and Approaches - 13th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2000, Proceedings. Logananthara, R., Ali, M. & Palm, G. (eds.). Springer Verlag, p. 414-419 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1821).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution