26 citations · 26 across the 2 of their papers we have counts for
2 papers
cs.NE2021
Optimal Prediction Intervals for Macroeconomic Time Series Using Chaos and NSGA II
Vangala Sarveswararao, Vadlamani Ravi, Sheik Tanveer Ul Huq
In a first-of-its-kind study, this paper proposes the formulation of constructing prediction intervals (PIs) in a time series as a bi-objective optimization problem and solves it w…
cs.LG2020★ 26 cited
ATM Cash demand forecasting in an Indian Bank with chaos and deep learning
Sarveswararao Vangala, Ravi Vadlamani
This paper proposes to model chaos in the ATM cash withdrawal time series of a big Indian bank and forecast the withdrawals using deep learning methods. It also considers the impor…