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04/07/2020
Prediction of COVID-19 Disease Progression in India : Under the Effect of National Lockdown
In this policy paper, we implement the epidemiological SIR to estimate t...
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01/28/2020
Relationship between the melting Arctic Sea Ice Extent and North Atlantic Oscillation Index
Arctic Sea Ice Extent (SIE) maintains the ocean circulation at the equil...
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01/04/2020
Causal Impact of Web Browsing and Other Factors on Research Publications
In this paper, we study the causal impact of the web-search activity on ...
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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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05/01/2018
Modeling Risk and Return using Dirichlet Process Prior
In this paper, we showed that the no-arbitrage condition holds if the ma...
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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