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Dr Ekta Sharma
Tytuł
Cytowane przez
Cytowane przez
Rok
A hybrid air quality early-warning framework: An hourly forecasting model with online sequential extreme learning machines and empirical mode decomposition algorithms
E Sharma, RC Deo, R Prasad, AV Parisi
Science of the Total Environment 709, 135934, 2020
902020
Deep learning CNN-LSTM-MLP hybrid fusion model for feature optimizations and daily solar radiation prediction
S Ghimire, RC Deo, D Casillas-Pérez, S Salcedo-Sanz, E Sharma, M Ali
Measurement 202, 111759, 2022
682022
Deep air quality forecasts: suspended particulate matter modeling with convolutional neural and long short-term memory networks
E Sharma, RC Deo, R Prasad, AV Parisi, N Raj
Ieee Access 8, 209503-209516, 2020
582020
Novel hybrid deep learning model for satellite based PM10 forecasting in the most polluted Australian hotspots
E Sharma, RC Deo, J Soar, R Prasad, AV Parisi, N Raj
Atmospheric Environment 279, 119111, 2022
422022
Spatiotemporal hybrid random forest model for tea yield prediction using satellite-derived variables
SJJ Jui, AAM Ahmed, A Bose, N Raj, E Sharma, J Soar, MWI Chowdhury
Remote Sensing 14 (3), 805, 2022
312022
Kernel ridge regression hybrid method for wheat yield prediction with satellite-derived predictors
AAM Ahmed, E Sharma, SJJ Jui, RC Deo, T Nguyen-Huy, M Ali
Remote Sensing 14 (5), 1136, 2022
302022
Air quality monitoring based on chemical and meteorological drivers: Application of a novel data filtering-based hybridized deep learning model
M Jamei, M Ali, A Malik, M Karbasi, E Sharma, ZM Yaseen
Journal of Cleaner Production 374, 134011, 2022
272022
An advanced deep learning predictive model for air quality index forecasting with remote satellite-derived hydro-climatological variables
AAM Ahmed, SJJ Jui, E Sharma, MH Ahmed, N Raj, A Bose
Science of The Total Environment 906, 167234, 2024
222024
A high dimensional features-based cascaded forward neural network coupled with MVMD and Boruta-GBDT for multi-step ahead forecasting of surface soil moisture
M Jamei, M Ali, M Karbasi, E Sharma, M Jamei, X Chu, ZM Yaseen
Engineering Applications of Artificial Intelligence, 2023
172023
Half-hourly electricity price prediction with a hybrid convolution neural network-random vector functional link deep learning approach
S Ghimire, RC Deo, D Casillas-Pérez, E Sharma, S Salcedo-Sanz, ...
Applied Energy 374, 123920, 2024
42024
Atmospheric Visibility and Cloud Ceiling Predictions with Hybrid IIS-LSTM Integrated Model: Case Studies for Fiji’s Aviation Industry
S Raj, RC Deo, E Sharma, R Prasad, T Dinh, S Salcedo-Sanz
IEEE Access, 2024
42024
Poster: Cloud Computing with AI-empowered Trends in Software-Defined Radios: Challenges and Opportunities
E Sharma, RC Deo, CP Davey, BD Carter, S Salcedo-Sanz
2024 IEEE 25th International Symposium on a World of Wireless, Mobile and …, 2024
22024
A Comparative Study of Artificial Intelligence-Based Algorithms for Bitwise Decoding of Error Correction Codes
E Sharma, I Shakeel, RC Deo, CP Davey, S Salcedo-Sanz
2023 22nd International Symposium on Communications and Information …, 2023
22023
Towards next-generation federated learning: A case study on privacy attacks in artificial intelligence systems
E Sharma, RC Deo, CP Davey, BD Carter, S Salcedo-Sanz
2024 IEEE Conference on Artificial Intelligence (CAI), 1446-1453, 2024
12024
Deep Image Analysis for Microalgae Identification
J Soar, OS Lih, LH Wen, A Ward, E Sharma, RC Deo, PD Barua, RS Tan, ...
International Conference on Information Integration and Web Intelligence …, 2023
12023
Multi-Label Classification and Deep Image Analysis Methods on Marine Microalgae and Rotifer Identification Using Transfer Learning and Two-Dimensional Convolutional Neural Networks
A Ward, E Sharma, RC Deo, J Soar
SSRN Electronic Journal, 2022
12022
Artificial Intelligence and Clean Air: Development of Novel Algorithms with Machine Learning and Deep Learning
E Sharma
University of Southern Queensland, 2022
12022
Artificial Intelligence Models and Association of Air Pollutants and Novel Coronavirus: A Survey for Asia and Oceania
E Sharma, RC Deo, ZM Yaseen, M Khare, S Dhawan
Knowledge-Based Engineering and Sciences 5 (2), 31-53, 2024
2024
Artificial Intelligence-Empowered Doppler Weather Profile for Low-Earth-Orbit Satellites
E Sharma, RC Deo, CP Davey, BD Carter
Sensors (Basel, Switzerland) 24 (16), 5271, 2024
2024
End-to-end learning of adaptive coded modulation schemes for resilient wireless communications
CP Davey, I Shakeel, RC Deo, E Sharma, S Salcedo-Sanz, J Soar
Applied Soft Computing 159, 111672, 2024
2024
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