Research output per year
Research output per year
Personal profile
About
Robbie T. Nakatsu is a CIS professor with expertise in intelligent user interfaces, human-computer interaction, applications in AI, and management of IT.
Education; PhD: University of British Columbia (2001); BA: Yale University (1986)
Education; PhD: University of British Columbia (2001); BA: Yale University (1986)
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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
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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, 1Research output: Contribution to journal › Article › peer-review
Open Access -
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
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Information visualizations used to avoid the problem of overfitting in supervised machine learning
Nakatsu, R. T., 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
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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