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11/11/2021
Characterization of Frequent Online Shoppers using Statistical Learning with Sparsity
Developing shopping experiences that delight the customer requires busin...
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11/09/2018
A Bayesian Perspective of Statistical Machine Learning for Big Data
Statistical Machine Learning (SML) refers to a body of algorithms and me...
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10/26/2017
Big Data Classification Using Augmented Decision Trees
We present an algorithm for classification tasks on big data. Experiment...
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07/24/2017
Big Data Regression Using Tree Based Segmentation
Scaling regression to large datasets is a common problem in many applica...
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03/04/2017
A Statistical Machine Learning Approach to Yield Curve Forecasting
Yield curve forecasting is an important problem in finance. In this work...
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08/17/2016
Clustering Mixed Datasets Using Homogeneity Analysis with Applications to Big Data
Datasets with a mixture of numerical and categorical attributes are rout...
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09/17/2015