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10/06/2022
TensorAnalyzer: Identification of Urban Patterns in Big Cities using Non-Negative Tensor Factorization
Extracting relevant urban patterns from multiple data sources can be dif...
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07/27/2022
Calibrate: Interactive Analysis of Probabilistic Model Output
Analyzing classification model performance is a crucial task for machine...
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03/03/2022
LegalVis: Exploring and Inferring Precedent Citations in Legal Documents
To reduce the number of pending cases and conflicting rulings in the Bra...
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01/06/2022
Topological Representations of Local Explanations
Local explainability methods – those which seek to generate an explanati...
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09/03/2020
TopoMap: A 0-dimensional Homology Preserving Projection of High-Dimensional Data
Multidimensional Projection is a fundamental tool for high-dimensional d...
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07/21/2020
Melody: Generating and Visualizing Machine Learning Model Summary to Understand Data and Classifiers Together
With the increasing sophistication of machine learning models, there are...
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07/21/2020
SUBPLEX: Towards a Better Understanding of Black Box Model Explanations at the Subpopulation Level
Understanding the interpretation of machine learning (ML) models has bee...
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09/09/2019
GLoG: Laplacian of Gaussian for Spatial Pattern Detection in Spatio-Temporal Data
Boundary detection has long been a fundamental tool for image processing...
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07/22/2019