Search Results for author: Bhavna Arora

Found 3 papers, 0 papers with code

Long-Term Missing Value Imputation for Time Series Data Using Deep Neural Networks

no code implementations25 Feb 2022 Jangho Park, Juliane Muller, Bhavna Arora, Boris Faybishenko, Gilberto Pastorello, Charuleka Varadharajan, Reetik Sahu, Deborah Agarwal

We present an approach that uses a deep learning model, in particular, a MultiLayer Perceptron (MLP), for estimating the missing values of a variable in multivariate time series data.

Imputation Time Series +1

Fake News Detection Tools and Methods -- A Review

no code implementations21 Nov 2021 Sakshini Hangloo, Bhavna Arora

In particular, we firstly discuss fake news and the various terms related to it that have been considered in the literature.

Fake News Detection

Surrogate Optimization of Deep Neural Networks for Groundwater Predictions

no code implementations28 Aug 2019 Juliane Mueller, Jangho Park, Reetik Sahu, Charuleka Varadharajan, Bhavna Arora, Boris Faybishenko, Deborah Agarwal

Sustainable management of groundwater resources under changing climatic conditions require an application of reliable and accurate predictions of groundwater levels.

Management

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