Shiven Sharma

Publication Activity (10 Years)

Years Active: 2007-2020
Publications (10 Years): 5

Top Topics

Anomaly Detection

Binary Classification

Top Venues

Canadian Conference on AI

Publications

Colin Bellinger, Shiven Sharma, Nathalie Japkowicz, Osmar R. Zaïane
Framework for extreme imbalance classification: SWIM - sampling with the majority class. Knowl. Inf. Syst. 62 (3) (2020)
Shiven Sharma, Colin Bellinger, Bartosz Krawczyk, Osmar R. Zaïane, Nathalie Japkowicz
Synthetic Oversampling with the Majority Class: A New Perspective on Handling Extreme Imbalance. ICDM (2018)
Shiven Sharma, Anil Somayaji, Nathalie Japkowicz
Learning over subconcepts: Strategies for 1-class classification. Comput. Intell. 34 (2) (2018)
Colin Bellinger, Shiven Sharma, Nathalie Japkowicz
One-class classification - From theory to practice: A case-study in radioactive threat detection. Expert Syst. Appl. 108 (2018)
Colin Bellinger, Shiven Sharma, Osmar R. Zaïane, Nathalie Japkowicz
Sampling a Longer Life: Binary versus One-class classification Revisited. LIDTA@PKDD/ECML (2017)
Colin Bellinger, Shiven Sharma, Nathalie Japkowicz
One-Class versus Binary Classification: Which and When? ICMLA (2) (2012)
Shiven Sharma, Colin Bellinger, Nathalie Japkowicz
Clustering Based One-Class Classification for Compliance Verification of the Comprehensive Nuclear-Test-Ban Treaty. Canadian Conference on AI (2012)
Shiven Sharma, Colin Bellinger, Nathalie Japkowicz, Rodney Berg, R. Kurt Ungar
Anomaly detection in gamma ray spectra: A machine learning perspective. CISDA (2012)
Shiven Sharma, Ziad Kobti, Scott D. Goodwin
Coevolving intelligent game players in a cultural framework. IEEE Congress on Evolutionary Computation (2009)
Shiven Sharma, Ziad Kobti, Scott D. Goodwin
General Game Playing with Ants. SEAL (2008)
Shiven Sharma, Ziad Kobti, Scott D. Goodwin
Learning and knowledge generation in General Games. CIG (2008)
Shiven Sharma, Ziad Kobti, Scott D. Goodwin
Knowledge Generation for Improving Simulations in UCT for General Game Playing. Australasian Conference on Artificial Intelligence (2008)
Ziad Kobti, Shiven Sharma
A Multi-Agent Architecture for Game Playing. CIG (2007)