William Klement

According to our database, William Klement authored at least 10 papers between 2009 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

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

2020

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

2019

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

Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

2012

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

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

Smooth Receiver Operating Characteristics (smROC) Curves.

William Klement, Peter A. Flach, Nathalie Japkowicz, Stan Matwin

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Classifying Severely Imbalanced Data.

William Klement, Szymon Wilk, Wojtek Michalowski, Stan Matwin

Proceedings of the Advances in Artificial Intelligence, 2011

2010

Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data.

William Klement, Szymon Wilk, Martin Michalowski, Ken Farion

Proceedings of the Rough Sets and Current Trends in Computing, 2010

2009

Workshop summary: The fourth workshop on evaluation methods for machine learning.

Chris Drummond, Nathalie Japkowicz, William Klement, Sofus A. Macskassy

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Cost-Based Sampling of Individual Instances.

William Klement, Peter A. Flach, Nathalie Japkowicz, Stan Matwin

Proceedings of the Advances in Artificial Intelligence, 2009