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07/01/2022
Data generation using simulation technology to improve perception mechanism of autonomous vehicles
Recent advancements in computer graphics technology allow more realistic...
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06/28/2022
ECG Heartbeat classification using deep transfer learning with Convolutional Neural Network and STFT technique
Electrocardiogram (ECG) is a simple non-invasive measure to identify hea...
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05/10/2021
An introduction to causal reasoning in health analytics
A data science task can be deemed as making sense of the data and/or tes...
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10/23/2019
GenSample: A Genetic Algorithm for Oversampling in Imbalanced Datasets
Imbalanced datasets are ubiquitous. Classification performance on imbala...
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10/17/2019
WOTBoost: Weighted Oversampling Technique in Boosting for imbalanced learning
Machine learning classifiers often stumble over imbalanced datasets wher...
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10/16/2019