403 citations · 936 across the 29 of their papers we have counts for
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Superensemble Classifier for Improving Predictions in Imbalanced Datasets
Tanujit Chakraborty, Ashis Kumar Chakraborty
Learning from an imbalanced dataset is a tricky proposition. Because these datasets are biased towards one class, most existing classifiers tend not to perform well on minority cla…
Imbalanced Ensemble Classifier for learning from imbalanced business school data set
Tanujit Chakraborty
Private business schools in India face a common problem of selecting quality students for their MBA programs to achieve the desired placement percentage. Generally, such data sets…
A Nonparametric Ensemble Binary Classifier and its Statistical Properties
Tanujit Chakraborty, Ashis Kumar Chakraborty, C. A. Murthy
In this work, we propose an ensemble of classification trees (CT) and artificial neural networks (ANN). Several statistical properties including universal consistency and upper bou…
A novel distribution-free hybrid regression model for manufacturing process efficiency improvement
Tanujit Chakraborty, Ashis Kumar Chakraborty, Swarup Chattopadhyay
This work is motivated by a particular problem of a modern paper manufacturing industry, in which maximum efficiency of the fiber-filler recovery process is desired. A lot of unwan…