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ORCIDShiven Sharma
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2020 – today
- 2020
[j3]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): 841-866 (2020)
2010 – 2019
- 2018
- [j2]Shiven Sharma, Anil Somayaji, Nathalie Japkowicz:
Learning over subconcepts: Strategies for 1-class classification. Comput. Intell. 34(2): 440-467 (2018) - [j1]Colin Bellinger, Shiven Sharma, Nathalie Japkowicz:
One-class classification - From theory to practice: A case-study in radioactive threat detection. Expert Syst. Appl. 108: 223-232 (2018) - [c10]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: 447-456 - 2017
- [c9]Colin Bellinger, Shiven Sharma, Osmar R. Zaïane, Nathalie Japkowicz:
Sampling a Longer Life: Binary versus One-class classification Revisited. LIDTA@PKDD/ECML 2017: 64-78 - 2012
- [c8]Shiven Sharma, Colin Bellinger, Nathalie Japkowicz:
Clustering Based One-Class Classification for Compliance Verification of the Comprehensive Nuclear-Test-Ban Treaty. Canadian AI 2012: 181-193 - [c7]Shiven Sharma, Colin Bellinger, Nathalie Japkowicz, Rodney Berg, R. Kurt Ungar:
Anomaly detection in gamma ray spectra: A machine learning perspective. CISDA 2012: 1-8 - [c6]Colin Bellinger, Shiven Sharma, Nathalie Japkowicz:
One-Class versus Binary Classification: Which and When? ICMLA (2) 2012: 102-106
2000 – 2009
- 2009
- [c5]Shiven Sharma, Ziad Kobti, Scott D. Goodwin:
Coevolving intelligent game players in a cultural framework. IEEE Congress on Evolutionary Computation 2009: 638-645 - 2008
- [c4]Shiven Sharma, Ziad Kobti, Scott D. Goodwin:
Knowledge Generation for Improving Simulations in UCT for General Game Playing. Australasian Conference on Artificial Intelligence 2008: 49-55 - [c3]Shiven Sharma, Ziad Kobti, Scott D. Goodwin:
Learning and knowledge generation in General Games. CIG 2008: 329-335 - [c2]Shiven Sharma, Ziad Kobti, Scott D. Goodwin:
General Game Playing with Ants. SEAL 2008: 381-390 - 2007
- [c1]Ziad Kobti, Shiven Sharma:
A Multi-Agent Architecture for Game Playing. CIG 2007: 276-281
Coauthor Index
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