Brian Lucena

Publication Activity (10 Years)

Years Active: 2003-2022
Publications (10 Years): 6

Top Topics

Kernel Classifiers

Categorical Variables

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Brian Lucena
Loss Functions for Classification using Structured Entropy. CoRR (2022)
Brian Lucena
Nonparametric Probabilistic Regression with Coarse Learners. CoRR (2022)
Brian Lucena
Exploiting Categorical Structure Using Tree-Based Methods. AISTATS (2020)
Brian Lucena
StructureBoost: Efficient Gradient Boosting for Structured Categorical Variables. CoRR (2020)
Brian Lucena
Exploiting Categorical Structure Using Tree-Based Methods. CoRR (2020)
Brian Lucena
Spline-Based Probability Calibration. CoRR (2018)
Ruben Amarasingham, Ferdinand T. Velasco, Bin Xie, Christopher A. Clark, Ying Ma, Song Zhang, Deepa Bhat, Brian Lucena, Marco D. Huesch, Ethan A. Halm
Electronic medical record-based multicondition models to predict the risk of 30 day readmission or death among adult medicine patients: validation and comparison to existing models. BMC Medical Informatics Decis. Mak. 15 (2015)
Ruben Amarasingham, Ferdinand T. Velasco, Christopher A. Clark, Song Zhang, Brian Lucena, Bin Xie, Ying Ma, Ethan A. Halm
An Automated Model to Identify Adult Medicine Patients at Risk for 30-Day Readmission Using Electronic Medical Record Data. AMIA (2013)
Brian Lucena
Achievable sets, brambles, and sparse treewidth obstructions. Discret. Appl. Math. 155 (8) (2007)
Brian Lucena, Ioannis Kontoyiannis
Filtering: the case for "noisier" data. ITW (2005)
Ioannis Kontoyiannis, Brian Lucena
Mutual information, synergy and some curious phenomena for simple channels. ISIT (2005)
Brian Lucena
A New Lower Bound for Tree-Width Using Maximum Cardinality Search. SIAM J. Discret. Math. 16 (3) (2003)