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math.ST2019★ 1 cited
Modified Lomax Model: A heavy-tailed distribution for fitting large-scale real-world complex networks
Swarup Chattopadhyay, Tanujit Chakraborty, Kuntal Ghosh +1
Real-world networks are generally claimed to be scale-free, meaning that the degree distributions follow the classical power-law, at least asymptotically. Yet, closer observation s…
math.ST2018★ 1 cited
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…