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02/14/2023
Effects of Locality and Rule Language on Explanations for Knowledge Graph Embeddings
Knowledge graphs (KGs) are key tools in many AI-related tasks such as re...
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08/02/2022
s-LIME: Reconciling Locality and Fidelity in Linear Explanations
The benefit of locality is one of the major premises of LIME, one of the...
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09/15/2021
Discovering Useful Compact Sets of Sequential Rules in a Long Sequence
We are interested in understanding the underlying generation process for...
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03/31/2021
Showing Academic Performance Predictions during Term Planning: Effects on Students' Decisions, Behaviors, and Preferences
Course selection is a crucial activity for students as it directly impac...
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02/24/2021
HiPaR: Hierarchical Pattern-aided Regression
We introduce HiPaR, a novel pattern-aided regression method for tabular ...
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11/04/2019