Concepedia
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Publications
2
Citations
82
H-Index
Active since
2018
Roshanak Houmanfar is an author specializing in pattern recognition, data science, and statistical inference.
Top concepts
StatisticsEngineeringData ScienceDeep LearningMachine LearningPattern RecognitionPredictive AnalyticsStatistical InferenceManagementBiostatistics
Publications per year
2018–2020
On oversampling imbalanced data with deep conditional generative models
Val Andrei Fajardo, David M. Findlay, Charu Jaiswal et al. · Expert Systems with Applications · 2020 · 71 citations · Full text
Artificial Intelligence, Engineering, Machine Learning +16
VOS: a Method for Variational Oversampling of Imbalanced Data
Val Andrei Fajardo, David M. Findlay, Roshanak Houmanfar et al. · arXiv (Cornell University) · 2018 · 11 citations · Full text
Engineering, Machine Learning, Class Imbalance Problem +19
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