المؤلفون: M Ali, R Prasad, M Jamei, A Malik, Yong Xiang, S Abdulla, RC Deo, AA Farooque, AH Labban

مصطلحات موضوعية: Engineering, Mechanical engineering, ALGORITHM, Artificial intelligence methods for renewable, ARTIFICIAL-INTELLIGENCE, energy, Energy & Fuels, EXTREME LEARNING-MACHINE, Green & Sustainable Science & Technology, PARAMETERS, PERFORMANCE, Renewable energy resources, Science & Technology, Science & Technology - Other Topics, Sustainable energy management, Technology, Wave power prediction

Relation: http://hdl.handle.net/10779/DRO/DU:25216079.v1

الاتاحة: http://hdl.handle.net/10779/DRO/DU:25216079.v1
https://figshare.com/articles/journal_contribution/Short-term_wave_power_forecasting_with_hybrid_multivariate_variational_mode_decomposition_model_integrated_with_cascaded_feedforward_neural_networks/25216079

المؤلفون: M Diykh, S Abdulla, RC Deo, S Siuly, M Ali

مصطلحات موضوعية: Biomedical engineering not elsewhere classified, Electrical engineering not elsewhere classified, Artificial intelligence not elsewhere classified, AdaB_ANN, Hierarchical dispersion entropy, Human activity recognition, JADE

Relation: http://hdl.handle.net/10779/DRO/DU:22124003.v2; https://figshare.com/articles/journal_contribution/Developing_a_novel_hybrid_method_based_on_dispersion_entropy_and_adaptive_boosting_algorithm_for_human_activity_recognition/22124003

الاتاحة: http://hdl.handle.net/10779/DRO/DU:22124003.v2
https://figshare.com/articles/journal_contribution/Developing_a_novel_hybrid_method_based_on_dispersion_entropy_and_adaptive_boosting_algorithm_for_human_activity_recognition/22124003

المؤلفون: S Ghimire, RC Deo, D Casillas-Pérez, S Salcedo-Sanz, E Sharma, M Ali

مصطلحات موضوعية: Mechanical engineering not elsewhere classified, Artificial intelligence not elsewhere classified, Applied mathematics not elsewhere classified, ANN, Convolutional Neural Networks, DECOMPOSITION, Deep Learning networks, DIFFUSE, EMPIRICAL-MODELS, Engineering, Multidisciplinary, FEATURE-SELECTION, Global climate models, GLOBAL HORIZONTAL IRRADIANCE, Global solar prediction, Instruments & Instrumentation, NEURAL-NETWORK, NUMERICAL WEATHER MODELS, Renewable energy, SATELLITE, Science & Technology, Slime Mould Algorithm, SUPPORT VECTOR MACHINES, Technology

Relation: http://hdl.handle.net/10779/DRO/DU:21861864.v2

الاتاحة: http://hdl.handle.net/10779/DRO/DU:21861864.v2
https://figshare.com/articles/journal_contribution/Deep_learning_CNN-LSTM-MLP_hybrid_fusion_model_for_feature_optimizations_and_daily_solar_radiation_prediction/21861864

المؤلفون: M Ali, RC Deo, Yong Xiang, R Prasad, Jianxin Li, A Farooque, ZM Yaseen

مصطلحات موضوعية: Applied mathematics not elsewhere classified, ARTIFICIAL NEURAL-NETWORK, ENSEMBLE, GLOBAL SOLAR-RADIATION, INDEX, INTELLIGENCE, Multidisciplinary Sciences, RANDOM FOREST, REGION, RICE, RIVER, Science & Technology, Science & Technology - Other Topics, SUPPORT VECTOR MACHINE, 4901 Applied mathematics

Relation: http://hdl.handle.net/10536/DRO/DU:30166390; https://figshare.com/articles/journal_contribution/Coupled_online_sequential_extreme_learning_machine_model_with_ant_colony_optimization_algorithm_for_wheat_yield_prediction/20609010

الاتاحة: http://hdl.handle.net/10536/DRO/DU:30166390
https://figshare.com/articles/journal_contribution/Coupled_online_sequential_extreme_learning_machine_model_with_ant_colony_optimization_algorithm_for_wheat_yield_prediction/20609010

المؤلفون: AA Masrur Ahmed, E Sharma, S Janifer Jabin Jui, RC Deo, T Nguyen-Huy, M Ali

مصطلحات موضوعية: Physical geography and environmental geoscience not elsewhere classified, Geomatic engineering not elsewhere classified, Classical physics not elsewhere classified, AGRICULTURE, ANT COLONY OPTIMIZATION, CLIMATE-CHANGE, CROP YIELD, Environmental Sciences, Environmental Sciences & Ecology, Geology, Geosciences, Multidisciplinary, Imaging Science & Photographic Technology, kernel ridge regression, LEAF-AREA INDEX, Life Sciences & Biomedicine, machine learning, MODEL, NDVI DATA, NEURAL-NETWORK, Physical Sciences, Remote Sensing, satellite data, Science & Technology, South Australia, SUPPORT VECTOR MACHINE, Technology, wheat yield, WINTER-WHEAT, 5103 Classical physics

Relation: http://hdl.handle.net/10536/DRO/DU:30163629

الاتاحة: http://hdl.handle.net/10536/DRO/DU:30163629
https://figshare.com/articles/journal_contribution/Kernel_Ridge_Regression_Hybrid_Method_for_Wheat_Yield_Prediction_with_Satellite-Derived_Predictors/20617527

المؤلفون: A Ngoc-Lan Huynh, RC Deo, M Ali, S Abdulla, N Raj

مصطلحات موضوعية: Other economics not elsewhere classified, Science & Technology, Technology, Energy & Fuels, Engineering, Chemical, Short-term solar radiation prediction, Robust Local Mean Decomposition, Deep Learning, FAULT-DIAGNOSIS, NEURAL-NETWORK, PREDICTION, CONSERVATION, PERFORMANCE, PARAMETERS, FORECASTS, ALGORITHM, ACCURACY, NOISE, 4008 Electrical engineering

Relation: http://hdl.handle.net/10536/DRO/DU:30152296

الاتاحة: http://hdl.handle.net/10536/DRO/DU:30152296
https://figshare.com/articles/journal_contribution/Novel_short-term_solar_radiation_hybrid_model_Long_short-term_memory_network_integrated_with_robust_local_mean_decomposition/20660865

المؤلفون: ANL Huynh, RC Deo, DA An-Vo, M Ali, N Raj, S Abdulla

مصطلحات موضوعية: Science & Technology, Technology, Energy & Fuels, solar radiation, long short-term memory network, near real-time solar radiation forecasting, SUPPORT VECTOR REGRESSION, NEURAL-NETWORKS, SUNSHINE DURATION, HYBRID METHOD, MODEL, IRRADIANCE, PREDICTION, ERROR, GENERATION, WIND, 4008 Electrical engineering

Relation: http://hdl.handle.net/10536/DRO/DU:30140971

الاتاحة: http://hdl.handle.net/10536/DRO/DU:30140971
https://figshare.com/articles/journal_contribution/Near_Real-Time_Global_Solar_Radiation_Forecasting_at_Multiple_Time-Step_Horizons_Using_the_Long_Short-Term_Memory_Network/20694817

المؤلفون: M Ali, RC Deo, Yong Xiang, Y Li, ZM Yaseen

مصطلحات موضوعية: Physical geography and environmental geoscience not elsewhere classified, Civil engineering not elsewhere classified, Environmental engineering not elsewhere classified, Science & Technology, Physical Sciences, Water Resources, multi-step model, precipitation forecasting, large-scale climate indices, non-dominated sorting genetic algorithm (NSGA), singular value decomposition (SVD), random forest (RF), water resources management, ARTIFICIAL NEURAL-NETWORK, STANDARDIZED PRECIPITATION, GENETIC ALGORITHM, PARTICLE SWARM, AUSTRALIAN RAINFALL, CLIMATE SIGNALS, TIME-SERIES, DIPOLE MODE, STREAMFLOW, MACHINE, 4005 Civil engineering, 3707 Hydrology

Relation: http://hdl.handle.net/10536/DRO/DU:30141038

الاتاحة: http://hdl.handle.net/10536/DRO/DU:30141038
https://figshare.com/articles/journal_contribution/Forecasting_long-term_precipitation_for_water_resource_management_a_new_multi-step_data-intelligent_modelling_approach/20693848

المؤلفون: M Ali, R Prasad, Yong Xiang, RC Deo

مصطلحات موضوعية: Science & Technology, Technology, Green & Sustainable Science & Technology, Energy & Fuels, Science & Technology - Other Topics, Wave energy, Significant wave height, MLR, CWLS, MARS, M5 tree, SUPPORT VECTOR MACHINE, GLOBAL SOLAR-RADIATION, NEURAL-NETWORKS, PARTICLE SWARM, PAN EVAPORATION, MODEL, ENERGY, PREDICTION, SERIES, INTELLIGENCE, 4015 Maritime engineering

Relation: http://hdl.handle.net/10536/DRO/DU:30140443

الاتاحة: http://hdl.handle.net/10536/DRO/DU:30140443
https://figshare.com/articles/journal_contribution/Near_real-time_significant_wave_height_forecasting_with_hybridized_multiple_linear_regression_algorithms/20697373

المؤلفون: M Ali, RC Deo, T Maraseni, NJ Downs

مصطلحات موضوعية: MD Multidisciplinary

Relation: http://hdl.handle.net/10536/DRO/DU:30123280

الاتاحة: http://hdl.handle.net/10536/DRO/DU:30123280
https://figshare.com/articles/journal_contribution/Improving_SPI-derived_drought_forecasts_incorporating_synoptic-scale_climate_indices_in_multi-phase_multivariate_empirical_mode_decomposition_model_hybridized_with_simulated_annealing_and_kernel_ridge_regression_algorithms/20751112

المؤلفون: M Ali, RC Deo, NJ Downs, T Maraseni

مصطلحات موضوعية: Computers

Relation: http://hdl.handle.net/10779/DRO/DU:20737921.v2; https://figshare.com/articles/chapter/Monthly_rainfall_forecasting_with_markov_chain_monte_carlo_simulations_integrated_with_statistical_bivariate_copulas/20737921

الاتاحة: http://hdl.handle.net/10779/DRO/DU:20737921.v2
https://figshare.com/articles/chapter/Monthly_rainfall_forecasting_with_markov_chain_monte_carlo_simulations_integrated_with_statistical_bivariate_copulas/20737921

المؤلفون: M Ali, RC Deo, NJ Downs, T Maraseni

مصطلحات موضوعية: Atmospheric sciences not elsewhere classified, Other physical sciences not elsewhere classified, 3709 Physical geography and environmental geoscience

Relation: http://hdl.handle.net/10536/DRO/DU:30121799

الاتاحة: http://hdl.handle.net/10536/DRO/DU:30121799
https://figshare.com/articles/journal_contribution/Multi-stage_hybridized_online_sequential_extreme_learning_machine_integrated_with_Markov_Chain_Monte_Carlo_copula-Bat_algorithm_for_rainfall_forecasting/20758366

المؤلفون: M Ali, RC Deo, NJ Downs, T Maraseni

مصطلحات موضوعية: Atmospheric sciences not elsewhere classified, Other physical sciences not elsewhere classified, 3707 Hydrology

Relation: http://hdl.handle.net/10536/DRO/DU:30121794

الاتاحة: http://hdl.handle.net/10536/DRO/DU:30121794
https://figshare.com/articles/journal_contribution/An_ensemble-ANFIS_based_uncertainty_assessment_model_for_forecasting_multi-scalar_standardized_precipitation_index/20758393

المؤلفون: M Ali, RC Deo, NJ Downs, T Maraseni

مصطلحات موضوعية: 3002 Agriculture, land and farm management

Relation: http://hdl.handle.net/10536/DRO/DU:30121790

الاتاحة: http://hdl.handle.net/10536/DRO/DU:30121790
https://figshare.com/articles/journal_contribution/Cotton_yield_prediction_with_Markov_Chain_Monte_Carlo-based_simulation_model_integrated_with_genetic_programing_algorithm_a_new_hybrid_copula-driven_approach/20758426

المؤلفون: M Ali, RC Deo, NJ Downs, T Maraseni

مصطلحات موضوعية: 4005 Civil engineering

Relation: http://hdl.handle.net/10536/DRO/DU:30121798

الاتاحة: http://hdl.handle.net/10536/DRO/DU:30121798
https://figshare.com/articles/journal_contribution/Multi-stage_committee_based_extreme_learning_machine_model_incorporating_the_influence_of_climate_parameters_and_seasonality_on_drought_forecasting/20758369