Alister Machado

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Dimensionality Reduction

Quantitative And Qualitative

Multidimensional Space

Invariant Properties

Top Venues

Comput. Graph. Forum

SN Comput. Sci.

Publications

Alexandru C. Telea, Alister Machado, Yu Wang
Seeing is Learning in High Dimensions: The Synergy Between Dimensionality Reduction and Machine Learning. SN Comput. Sci. 5 (3) (2024)
Alister Machado, Michael Behrisch, Alexandru C. Telea
Exploring Classifiers with Differentiable Decision Boundary Maps. Comput. Graph. Forum 43 (3) (2024)
Yu Wang, Alister Machado, Alexandru C. Telea
Quantitative and Qualitative Comparison of Decision-Map Techniques for Explaining Classification Models. Algorithms 16 (9) (2023)
Alister Machado, Alexandru Telea, Michael Behrisch
ShaRP: Shape-Regularized Multidimensional Projections. CoRR (2023)
Alister Machado, Alexandru C. Telea, Michael Behrisch
ShaRP: Shape-Regularized Multidimensional Projections. EuroVA@EuroVis (2023)