122 citations · 553 across the 26 of their papers we have counts for
5 papers · 1 filter
Next Hit Predictor - Self-exciting Risk Modeling for Predicting Next Locations of Serial Crimes
Yunyi Li, Tong Wang
Our goal is to predict the location of the next crime in a crime series, based on the identified previous offenses in the series. We build a predictive model called Next Hit Predic…
An Interpretable Model with Globally Consistent Explanations for Credit Risk
Chaofan Chen, Kangcheng Lin, Cynthia Rudin +3
We propose a possible solution to a public challenge posed by the Fair Isaac Corporation (FICO), which is to provide an explainable model for credit risk assessment. Rather than pr…
One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases
Xingdi Yuan, Tong Wang, Rui Meng +4
Different texts shall by nature correspond to different number of keyphrases. This desideratum is largely missing from existing neural keyphrase generation models. In this study, w…
Interpretable Patient Mortality Prediction with Multi-value Rule Sets
Tong Wang, Veerajalandhar Allareddy, Sankeerth Rampa +1
We propose a Multi-vAlue Rule Set (MRS) model for in-hospital predicting patient mortality. Compared to rule sets built from single-valued rules, MRS adopts a more generalized form…
Gaining Free or Low-Cost Transparency with Interpretable Partial Substitute
Tong Wang
This work addresses the situation where a black-box model with good predictive performance is chosen over its interpretable competitors, and we show interpretability is still achie…