Robbie T. Nakatsu

Orcid: 0000-0003-1523-4224

According to our database1, Robbie T. Nakatsu authored at least 17 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Explainable AI in Machine Learning Regression: Creating Transparency of a Regression Model.
Proceedings of the HCI in Business, Government and Organizations, 2024

2023
Validation of machine learning ridge regression models using Monte Carlo, bootstrap, and variations in cross-validation.
J. Intell. Syst., 2023

2021
An Evaluation of Four Resampling Methods Used in Machine Learning Classification.
IEEE Intell. Syst., 2021

2017
Information Visualizations Used to Avoid the Problem of Overfitting in Supervised Machine Learning.
Proceedings of the HCI in Business, Government and Organizations. Supporting Business, 2017

2015
Enhancing the Explanatory Power of Intelligent User Interfaces with Diagrams.
Proceedings of the HCI in Business - Second International Conference, 2015

2014
A taxonomy of crowdsourcing based on task complexity.
J. Inf. Sci., 2014

Using Venn Diagrams to Perform Logic Reasoning: An Algorithm for Automating the Syllogistic Reasoning of Categorical Statements.
Int. J. Intell. Syst., 2014

An Investigation of User Interface Features of Crowdsourcing Applications.
Proceedings of the HCI in Business - First International Conference, 2014

2013
Designing Effective User Interfaces for Crowdsourcing: An Exploratory Study.
Proceedings of the Human Interface and the Management of Information. Information and Interaction Design, 2013

2009
A comparative study of important risk factors involved in offshore and domestic outsourcing of software development projects: A two-panel Delphi study.
Inf. Manag., 2009

2008
A risk profile of offshore-outsourced development projects.
Commun. ACM, 2008

2006
Designing intelligent systems to handle system failures: Enhancing explanatory power with less restrictive user interfaces and deep explanations.
Int. J. Hum. Comput. Interact., 2006

Book review.
Int. J. Hum. Comput. Interact., 2006

2005
Designing business logistics networks using model-based reasoning and heuristic-based searching.
Expert Syst. Appl., 2005

2004
The Alignment Of Organizational Incentives with Organizational Goals Across IT Adoption Stages.
Proceedings of the 10th Americas Conference on Information Systems, 2004

2003
Improving the explanatory power of knowledge-based systems: an investigation of content and interface-based enhancements.
IEEE Trans. Syst. Man Cybern. Part A, 2003

2000
Building Logistics Networks Using Model-Based Reasoning Techniques.
Proceedings of the Intelligent Problem Solving, 2000


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