Cost-Based Sampling of Individual Instances. - William Klement; Peter A. Flach; Nathalie Japkowicz; Stan Matwin (Canadian AI, 2009)

Workshop summary: The fourth workshop on evaluation methods for machine learning. - Chris Drummond; Nathalie Japkowicz; William Klement; Sofus A. Macskassy (ICML, 2009)

Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data. - William Klement; Szymon Wilk; Martin Michalowski; Ken Farion (RSCTC, 2010)

Classifying Severely Imbalanced Data. - William Klement; Szymon Wilk; Wojtek Michalowski; Stan Matwin (Canadian AI, 2011)

Smooth Receiver Operating Characteristics (smROC) Curves. - William Klement; Peter A. Flach; Nathalie Japkowicz; Stan Matwin (ECML/PKDD (2), 2011)

Exploiting the systematic review protocol for classification of medical abstracts. - Oana Frunza; Diana Inkpen; Stan Matwin; William Klement; Peter O'Blenis (Artif. Intell. Medicine, 2011)

Predicting the need for CT imaging in children with minor head injury using an ensemble of Naive Bayes classifiers. - William Klement; Szymon Wilk; Wojtek Michalowski; Ken Farion; Martin H. Osmond; Vedat Verter (Artif. Intell. Medicine, 2012)

Chest Tube Management After Lung Resection Surgery using a Classifier. - William Klement; Sébastien Gilbert; Donna E. Maziak; Andrew J. E. Seely; Farid M. Shamji; Sudhir R. Sundaresan; Patrick J. Villeneuve; Nathalie Japkowicz (DSAA, 2019)

A machine learning approach predicts future risk to suicidal ideation from social media data. - Arunima Roy; Katerina Nikolitch; Rachel McGinn; Safiya Jinah; William Klement; Zachary A. Kaminsky (npj Digit. Medicine, 2020)

The validation of chest tube management after lung resection surgery using a random forest classifier. - 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 (Int. J. Data Sci. Anal., 2022)

Validation of automated paper screening for esophagectomy systematic review using large language models. - Rashi Ramchandani; Eddie Guo; Esra Rakab; Jharna Rathod; Jamie Strain; William Klement; Risa Shorr; Erin Williams; Daniel Jones; Sébastien Gilbert (PeerJ Comput. Sci., 2025)