| 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 | 90 | 2020 |
| 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 | 68 | 2022 |
| 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 | 58 | 2020 |
| 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 | 42 | 2022 |
| 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 | 31 | 2022 |
| 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 | 31 | 2022 |
| 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 | 27 | 2022 |
| 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 | 22 | 2024 |
| 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 | 17 | 2023 |
| 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 | 4 | 2024 |
| 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 | 4 | 2024 |
| 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 | 2 | 2024 |
| 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 | 2 | 2023 |
| 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 | 1 | 2024 |
| 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 | 1 | 2023 |
| 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 | 1 | 2022 |
| Artificial Intelligence and Clean Air: Development of Novel Algorithms with Machine Learning and Deep Learning E Sharma University of Southern Queensland, 2022 | 1 | 2022 |
| 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 |
Professor Ravinesh Deo, Highly Cited...Professor in Mathematics and Artificial IntelligenceVerified email at usq.edu.au
