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Ekta Sharma

Deep learning CNN-LSTM-MLP hybrid fusion model for feature optimizations and daily solar radiation prediction
2022 · Sujan Ghimire, Ravinesh C. Deo, et al. · Measurement · 123
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A hybrid air quality early-warning framework: An hourly forecasting model with online sequential extreme learning machines and empirical mode decomposition algorithms
2019 · Ekta Sharma, Ravinesh C. Deo, et al. · The Science of The Total Environment · 102
An advanced deep learning predictive model for air quality index forecasting with remote satellite-derived hydro-climatological variables
2023 · Abul Abrar Masrur Ahmed, S. Janifer Jabin Jui, et al. · The Science of The Total Environment · 68
Deep Air Quality Forecasts: Suspended Particulate Matter Modeling With Convolutional Neural and Long Short-Term Memory Networks
2020 · Ekta Sharma, Ravinesh C. Deo, et al. · IEEE Access · 66
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Novel hybrid deep learning model for satellite based PM10 forecasting in the most polluted Australian hotspots
2022 · Ekta Sharma, Ravinesh C. Deo, et al. · Atmospheric Environment · 52
Kernel Ridge Regression Hybrid Method for Wheat Yield Prediction with Satellite-Derived Predictors
2022 · A. A. Masrur Ahmed, Ekta Sharma, et al. · Remote Sensing · 50
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Air quality monitoring based on chemical and meteorological drivers: Application of a novel data filtering-based hybridized deep learning model
2022 · Mehdi Jamei, Mumtaz Ali, et al. · Journal of Cleaner Production · 47
Spatiotemporal Hybrid Random Forest Model for Tea Yield Prediction Using Satellite-Derived Variables
2022 · S Janifer Jabin Jui, A. A. Masrur Ahmed, et al. · Remote Sensing · 45
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A high dimensional features-based cascaded forward neural network coupled with MVMD and Boruta-GBDT for multi-step ahead forecasting of surface soil moisture
2023 · Mehdi Jamei, Mehdi Jamei, et al. · Engineering Applications of Artificial Intelligence · 44
Half-hourly electricity price prediction with a hybrid convolution neural network-random vector functional link deep learning approach
2024 · Sujan Ghimire, Ravinesh C. Deo, et al. · Applied Energy · 29
Binarization techniques for degraded document images — A review
2016 · Jyotsna, Shivani Chauhan, et al. · International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO) · 29
Predicting near-real-time total water level with an artificial intelligence model based on Australia’s tidal wave energy belt dataset
2025 · Mohanad S. AL-Musaylh, Zahra Gharineiat, et al. · Journal of Ocean Engineering and Marine Energy · 14
A systematic review for artificial intelligence-driven assistive technologies to support children with neurodevelopmental disorders
2025 · Alen Shahini, Aditya Prabhakara Kamath, et al. · Information Fusion · 9
End-to-end learning of adaptive coded modulation schemes for resilient wireless communications
2024 · Christopher P. Davey, Ismail Shakeel, et al. · Applied Soft Computing · 9
A comprehensive systematic literature review on artificial intelligence for error correction and modulation schemes in next-generation satellite communications
2025 · Ekta Sharma, Christopher P. Davey, et al. · Artificial Intelligence Review · 8
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Atmospheric Visibility and Cloud Ceiling Predictions With Hybrid IIS-LSTM Integrated Model: Case Studies for Fiji’s Aviation Industry
2024 · Shiveel Raj, Ravinesh C. Deo, et al. · IEEE Access · 8
A Hybrid of Fireworks and Harmony Search Algorithm for Multilevel Image Thresholding
2017 · Shivali, Lalit Maurya, et al. · Advances in intelligent systems and computing · 6
Artificial Intelligence-Empowered Doppler Weather Profile for Low-Earth-Orbit Satellites
2024 · Ekta Sharma, Ravinesh C. Deo, et al. · Sensors · 5
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Tool condition monitoring using the chain code technique, pixel matching and morphological operations
2017 · Ekta Sharma, Shivali, et al. · International Conference on Computational Intelligence & Communication Technology (CICT) · 5
Image thresholding based on swarm intelligence technique for image segmentation
2016 · Shivali, Ekta Sharma, et al. · 5
A Comparative Study of Artificial Intelligence-Based Algorithms for Bitwise Decoding of Error Correction Codes
2023 · Ekta Sharma, Ismail Shakeel, et al. · International Symposium on Communications and Information Technologies · 4
Clinical insight from mesh implant narratives using zero-shot Retrieval-Augmented Generation approach
2025 · Indu Bala, Ekta Sharma, et al. · Artificial Intelligence Surgery · 3
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Reforming First-Year Engineering Mathematics Courses: A Study of Flipped-Classroom Pedagogy and Student Learning Outcomes
2025 · Nawin Raj, Ekta Sharma, et al. · Education Sciences · 3
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Towards next-generation federated learning: A case study on privacy attacks in artificial intelligence systems
2024 · Ekta Sharma, Ravinesh C. Deo, et al. · IEEE Conference on Artificial Intelligence (CAI) · 3
Poster: Cloud Computing with AI-empowered Trends in Software-Defined Radios: Challenges and Opportunities
2024 · Ekta Sharma, Ravinesh C. Deo, et al. · IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) · 2
Works count: 34
Citation count: 745
H-index: 12
I10-index: 12
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