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William Klement
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2020 – today
- 2022
- [j4]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:
The validation of chest tube management after lung resection surgery using a random forest classifier. Int. J. Data Sci. Anal. 13(3): 251-263 (2022) - 2020
- [j3]Arunima Roy, Katerina Nikolitch, Rachel McGinn, Safiya Jinah, William Klement, Zachary A. Kaminsky:
A machine learning approach predicts future risk to suicidal ideation from social media data. npj Digit. Medicine 3 (2020)
2010 – 2019
- 2019
- [c6]William Klement, Sébastien Gilbert, Donna E. Maziak, Andrew J. E. Seely, Farid M. Shamji, Sudhir R. Sundaresan, Patrick J. Villeneuve, Nathalie Japkowicz:
Chest Tube Management After Lung Resection Surgery using a Classifier. DSAA 2019: 432-441 - 2012
- [j2]William Klement, Szymon Wilk, Wojtek Michalowski, Ken Farion, Martin H. Osmond, Vedat Verter:
Predicting the need for CT imaging in children with minor head injury using an ensemble of Naive Bayes classifiers. Artif. Intell. Medicine 54(3): 163-170 (2012) - 2011
- [j1]Oana Frunza, Diana Inkpen, Stan Matwin, William Klement, Peter O'Blenis:
Exploiting the systematic review protocol for classification of medical abstracts. Artif. Intell. Medicine 51(1): 17-25 (2011) - [c5]William Klement, Szymon Wilk, Wojtek Michalowski, Stan Matwin:
Classifying Severely Imbalanced Data. Canadian AI 2011: 258-264 - [c4]William Klement, Peter A. Flach, Nathalie Japkowicz, Stan Matwin:
Smooth Receiver Operating Characteristics (smROC) Curves. ECML/PKDD (2) 2011: 193-208 - 2010
- [c3]William Klement, Szymon Wilk, Martin Michalowski, Ken Farion:
Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data. RSCTC 2010: 207-216
2000 – 2009
- 2009
- [c2]William Klement, Peter A. Flach, Nathalie Japkowicz, Stan Matwin:
Cost-Based Sampling of Individual Instances. Canadian AI 2009: 86-97 - [c1]Chris Drummond, Nathalie Japkowicz, William Klement, Sofus A. Macskassy:
Workshop summary: The fourth workshop on evaluation methods for machine learning. ICML 2009: 7
Coauthor Index
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