Shiven Sharma

According to our database, Shiven Sharma authored at least 13 papers between 2007 and 2020.

Collaborative distances:

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

2020

Framework for extreme imbalance classification: SWIM - sampling with the majority class.

Colin Bellinger, Shiven Sharma, Nathalie Japkowicz, Osmar R. Zaïane

Knowl. Inf. Syst., 2020

2018

One-class classification - From theory to practice: A case-study in radioactive threat detection.

Colin Bellinger, Shiven Sharma, Nathalie Japkowicz

Expert Syst. Appl., 2018

Learning over subconcepts: Strategies for 1-class classification.

Shiven Sharma, Anil Somayaji, Nathalie Japkowicz

Comput. Intell., 2018

Synthetic Oversampling with the Majority Class: A New Perspective on Handling Extreme Imbalance.

Shiven Sharma, Colin Bellinger, Bartosz Krawczyk, Osmar R. Zaïane, Nathalie Japkowicz

Proceedings of the IEEE International Conference on Data Mining, 2018

2017

Sampling a Longer Life: Binary versus One-class classification Revisited.

Colin Bellinger, Shiven Sharma, Osmar R. Zaïane, Nathalie Japkowicz

Proceedings of the First International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2017

2012

One-Class versus Binary Classification: Which and When?

Colin Bellinger, Shiven Sharma, Nathalie Japkowicz

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Anomaly detection in gamma ray spectra: A machine learning perspective.

Shiven Sharma, Colin Bellinger, Nathalie Japkowicz, Rodney Berg, R. Kurt Ungar

Proceedings of the 2012 IEEE Symposium on Computational Intelligence for Security and Defence Applications, 2012

Clustering Based One-Class Classification for Compliance Verification of the Comprehensive Nuclear-Test-Ban Treaty.

Shiven Sharma, Colin Bellinger, Nathalie Japkowicz

Proceedings of the Advances in Artificial Intelligence, 2012

2009

Coevolving intelligent game players in a cultural framework.

Shiven Sharma, Ziad Kobti, Scott D. Goodwin

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

General Game Playing with Ants.

Shiven Sharma, Ziad Kobti, Scott D. Goodwin

Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008

Learning and knowledge generation in General Games.

Shiven Sharma, Ziad Kobti, Scott D. Goodwin

Proceedings of the 2008 IEEE Symposium on Computational Intelligence and Games, 2008

Knowledge Generation for Improving Simulations in UCT for General Game Playing.

Shiven Sharma, Ziad Kobti, Scott D. Goodwin

Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008

2007

A Multi-Agent Architecture for Game Playing.

Ziad Kobti, Shiven Sharma

Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Games, 2007