Significant wave height forecasting via an extreme learning machine model integrated with improved complete ensemble empirical mode decomposition

Mumtaz Ali, Ramendra Prasad

Renewable and Sustainable Energy Reviews

MeteorologyForecasting MethodologyProbabilistic ForecastingEngineeringNumerical Weather Prediction +6

Soil moisture forecasting by a hybrid machine learning technique: ELM integrated with ensemble empirical mode decomposition

Ramendra Prasad, Ravinesh C. Deo, Yan Li, +1

Geoderma

MeteorologySoil Moisture ForecastingPrecision AgricultureEngineeringForecasting Methodology +9

Complete ensemble empirical mode decomposition hybridized with random forest and kernel ridge regression model for monthly rainfall forecasts

Mumtaz Ali, Ramendra Prasad, Yong Xiang, +1

Journal of Hydrology

HydrometeorologyMeteorologyClimatologyNumerical Weather PredictionEngineering +11

Designing a multi-stage multivariate empirical mode decomposition coupled with ant colony optimization and random forest model to forecast monthly solar radiation

Ramendra Prasad, Mumtaz Ali, Paul Kwan, +1

Applied Energy

MeteorologyEngineeringData ScienceRemote SensingModeling And Simulation +4

Designing Deep-Based Learning Flood Forecast Model With ConvLSTM Hybrid Algorithm

Mohammed Moishin, Ravinesh C. Deo, Ramendra Prasad, +2

IEEE Access

Hydrological PredictionEngineeringMachine LearningHydrologic EngineeringFlood Control +19

Multimodal feature fusion for robust event detection in web videos

Prem Natarajan, Shuang Wu, Shiv Vitaladevuni, +5

EngineeringMachine LearningTrecvid Med 2011Multimedia AnalysisVideo Retrieval +16

Input selection and performance optimization of ANN-based streamflow forecasts in the drought-prone Murray Darling Basin region using IIS and MODWT algorithm

Ramendra Prasad, Ravinesh C. Deo, Yan Li, +1

Atmospheric Research

Input SelectionEngineeringData ScienceWater ResourcesDrought +11

Weekly soil moisture forecasting with multivariate sequential, ensemble empirical mode decomposition and Boruta-random forest hybridizer algorithm approach

Ramendra Prasad, Ravinesh C. Deo, Yan Li, +1

CATENA

HydrometeorologyMeteorologyNumerical Weather PredictionEngineeringData Science +12

Artificial intelligence modelling integrated with Singular Spectral analysis and Seasonal-Trend decomposition using Loess approaches for streamflow predictions

Halit Apaydın, Mohammad Taghi Sattari, Kambiz Falsafian, +1

Journal of Hydrology

Artificial IntelligenceMeteorologyEngineeringData SciencePredictive Analytics +11

Near real-time wind speed forecast model with bidirectional LSTM networks

Lionel Joseph, Ravinesh C. Deo, Ramendra Prasad, +3

Renewable Energy

EngineeringWind Power GenerationBidirectional Lstm NetworksWind Turbine ModelingWind Engineering +3