Ekta Sharma

Novel hybrid deep learning model for satellite based PM10 forecasting in the most polluted Australian hotspots

J. Soar, R. Deo, A. Parisi, 2022, Atmospheric Environment.

Air quality monitoring based on chemical and meteorological drivers: Application of a novel data filtering-based hybridized deep learning model

Z. Yaseen, M. Jamei, Ekta Sharma, 2022, Journal of Cleaner Production.

Deep learning CNN-LSTM-MLP hybrid fusion model for feature optimizations and daily solar radiation prediction

R. Deo, S. Salcedo-Sanz, D. Casillas-Pérez, 2022, Measurement.

A high dimensional features-based cascaded forward neural network coupled with MVMD and Boruta-GBDT for multi-step ahead forecasting of surface soil moisture

Z. Yaseen, M. Jamei, Ekta Sharma, 2023, Eng. Appl. Artif. Intell..

A hybrid air quality early-warning framework: An hourly forecasting model with online sequential extreme learning machines and empirical mode decomposition algorithms.

Ravinesh C. Deo, Alfio V. Parisi, Ramendra Prasad, 2019, The Science of the total environment.

Kernel Ridge Regression Hybrid Method for Wheat Yield Prediction with Satellite-Derived Predictors

R. Deo, Ekta Sharma, Mumtaz Ali, 2022, Remote. Sens..

Spatiotemporal Hybrid Random Forest Model for Tea Yield Prediction Using Satellite-Derived Variables

J. Soar, Ekta Sharma, N. Raj, 2022, Remote. Sens..

Deep Air Quality Forecasts: Suspended Particulate Matter Modeling With Convolutional Neural and Long Short-Term Memory Networks

Ravinesh C. Deo, Alfio V. Parisi, Nawin Raj, 2020, IEEE Access.

New Optimal Fourth Order Iterative Method for Solving Nonlinear Equations

Ekta Sharma, S. Khattri, Rajni Sharma, 2020 .

Atmospheric Visibility and Cloud Ceiling Predictions With Hybrid IIS-LSTM Integrated Model: Case Studies for Fiji’s Aviation Industry

R. Deo, R. Prasad, S. Salcedo-Sanz, 2024, IEEE Access.

A Comparative Study of Artificial Intelligence-Based Algorithms for Bitwise Decoding of Error Correction Codes

R. Deo, S. Salcedo-Sanz, Ekta Sharma, 2023, 2023 22nd International Symposium on Communications and Information Technologies (ISCIT).