Robbie T. Nakatsu

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 4

Top Topics

Regression Model

Intelligent User Interfaces

Explanatory Power

Robust Classification

Top Venues

J. Intell. Syst.

Int. J. Intell. Syst.

Publications

Robbie T. Nakatsu
Explainable AI in Machine Learning Regression: Creating Transparency of a Regression Model. HCI (37) (2024)
Robbie T. Nakatsu
Validation of machine learning ridge regression models using Monte Carlo, bootstrap, and variations in cross-validation. J. Intell. Syst. 32 (1) (2023)
Robbie T. Nakatsu
An Evaluation of Four Resampling Methods Used in Machine Learning Classification. IEEE Intell. Syst. 36 (3) (2021)
Robbie T. Nakatsu
Information Visualizations Used to Avoid the Problem of Overfitting in Supervised Machine Learning. HCI (24) (2017)
Robbie T. Nakatsu
Enhancing the Explanatory Power of Intelligent User Interfaces with Diagrams. HCI (23) (2015)
Robbie T. Nakatsu, Elissa B. Grossman, Charalambos L. Iacovou
A taxonomy of crowdsourcing based on task complexity. J. Inf. Sci. 40 (6) (2014)
Robbie T. Nakatsu
Using Venn Diagrams to Perform Logic Reasoning: An Algorithm for Automating the Syllogistic Reasoning of Categorical Statements. Int. J. Intell. Syst. 29 (1) (2014)
Robbie T. Nakatsu, Charalambos L. Iacovou
An Investigation of User Interface Features of Crowdsourcing Applications. HCI (18) (2014)
Robbie T. Nakatsu, Elissa B. Grossman
Designing Effective User Interfaces for Crowdsourcing: An Exploratory Study. HCI (13) (2013)
Robbie T. Nakatsu, Charalambos L. Iacovou
A comparative study of important risk factors involved in offshore and domestic outsourcing of software development projects: A two-panel Delphi study. Inf. Manag. 46 (1) (2009)
Charalambos L. Iacovou, Robbie T. Nakatsu
A risk profile of offshore-outsourced development projects. Commun. ACM 51 (6) (2008)
Robbie T. Nakatsu, Izak Benbasat
Designing intelligent systems to handle system failures: Enhancing explanatory power with less restrictive user interfaces and deep explanations. Int. J. Hum. Comput. Interact. 21 (1) (2006)
Robbie T. Nakatsu
Book review. Int. J. Hum. Comput. Interact. 21 (1) (2006)
Robbie T. Nakatsu
Designing business logistics networks using model-based reasoning and heuristic-based searching. Expert Syst. Appl. 29 (4) (2005)
Changxiao Jin, Linda Leon, Robbie T. Nakatsu, Zbigniew H. Przasnyski, Kala Chand Seal
The Alignment Of Organizational Incentives with Organizational Goals Across IT Adoption Stages. AMCIS (2004)
Robbie T. Nakatsu, Izak Benbasat
Improving the explanatory power of knowledge-based systems: an investigation of content and interface-based enhancements. IEEE Trans. Syst. Man Cybern. Part A 33 (3) (2003)
Robbie T. Nakatsu, Izak Benbasat
Building Logistics Networks Using Model-Based Reasoning Techniques. IEA/AIE (2000)