William Klement

11 papers A* 1B 1Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Validation of automated paper screening for esophagectomy systematic review using large language models.
PeerJ Comput. Sci.
Rashi Ramchandani, Eddie Guo, Esra Rakab, Jharna Rathod, Jamie Strain, William Klement, Risa Shorr, Erin Williams, Daniel Jones, Sébastien Gilbert
2022 J jnl
The validation of chest tube management after lung resection surgery using a random forest classifier.
Int. J. Data Sci. Anal.
William Klement, Sébastien Gilbert, Virginia F. Resende, Donna E. Maziak, Andrew J. E. Seely, Farid M. Shamji, Sudhir R. Sundaresan, Patrick J. Villeneuve, Nathalie Japkowicz
2020 J jnl
A machine learning approach predicts future risk to suicidal ideation from social media data.
npj Digit. Medicine
Arunima Roy, Katerina Nikolitch, Rachel McGinn, Safiya Jinah, William Klement, Zachary A. Kaminsky
2019 B conf
Chest Tube Management After Lung Resection Surgery using a Classifier.
DSAA
William Klement, Sébastien Gilbert, Donna E. Maziak, Andrew J. E. Seely, Farid M. Shamji, Sudhir R. Sundaresan, Patrick J. Villeneuve, Nathalie Japkowicz
2012 J jnl
Predicting the need for CT imaging in children with minor head injury using an ensemble of Naive Bayes classifiers.
Artif. Intell. Medicine
William Klement, Szymon Wilk, Wojtek Michalowski, Ken Farion, Martin H. Osmond, Vedat Verter
2011 — conf
Classifying Severely Imbalanced Data.
Canadian AI
William Klement, Szymon Wilk, Wojtek Michalowski, Stan Matwin
2011 J jnl
Exploiting the systematic review protocol for classification of medical abstracts.
Artif. Intell. Medicine
Oana Frunza, Diana Inkpen, Stan Matwin, William Klement, Peter O'Blenis
2011 — conf
Smooth Receiver Operating Characteristics (smROC) Curves.
ECML/PKDD (2)
William Klement, Peter A. Flach, Nathalie Japkowicz, Stan Matwin
2010 — conf
Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data.
RSCTC
William Klement, Szymon Wilk, Martin Michalowski, Ken Farion
2009 — conf
Cost-Based Sampling of Individual Instances.
Canadian AI
William Klement, Peter A. Flach, Nathalie Japkowicz, Stan Matwin
2009 A* conf
Workshop summary: The fourth workshop on evaluation methods for machine learning.
ICML
Chris Drummond, Nathalie Japkowicz, William Klement, Sofus A. Macskassy