ARTICLE
|
doi:10.20944/preprints202110.0302.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
load forecasting; extreme learning machine (ELM); ant lion optimization (ALO) ;parameter optimization; model.
Online: 21 October 2021 (09:34:56 CEST)
ARTICLE
|
doi:10.20944/preprints202104.0398.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
COVID-19; epidemic modeling; time series forecasting; nonlinear growth models; Prais-Winsten estimation
Online: 15 April 2021 (07:44:35 CEST)
ARTICLE
|
doi:10.20944/preprints202009.0228.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
multilayer perceptron; support vector machine; COVID19; SarsCov2; forecasting; machine learning; public health; pandemic
Online: 10 September 2020 (08:05:49 CEST)
ARTICLE
|
doi:10.20944/preprints202201.0107.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Very short term load forecasting; VSTLF; Short term load forecasting; STLF; deep learning; RNN; LSTM; GRU; machine learning; SVR; random forest; extreme gradient boosting, energy consumption; ARIMA; time series prediction.
Online: 10 January 2022 (12:17:35 CET)
ARTICLE
|
doi:10.20944/preprints202404.0404.v1
Subject:
Engineering,
Civil Engineering
Keywords:
California Bearing Ratio; CBR; Dynamic Cone Penetrometer; DCP; Estimation, Prediction; Forecasting; Subgrade; Sand; Soil
Online: 5 April 2024 (15:56:17 CEST)
ARTICLE
|
doi:10.20944/preprints202310.0310.v3
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
forecasting aggregate demand; clustering time series; pivot clustering; ARMA model; order-up-to policy
Online: 25 October 2023 (13:20:27 CEST)
ARTICLE
|
doi:10.20944/preprints202309.0717.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Interevent time; Probability distributions; probabilistic forecasting; seismic cycle; statistical seismology; statistical methods; Bayesian inference
Online: 12 September 2023 (10:13:49 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1581.v1
Subject:
Business, Economics And Management,
Other
Keywords:
Demand forecasting methods; Fuzzy ELECTRE I; Extended modified discordance matrix; Hadamard product; Closeness coefficient
Online: 22 August 2023 (12:44:02 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1240.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
Attention Mechanism; Stock Forecasting; Deep Learning; Technical Analysis Method; Lightweight Automated Stock Trading System
Online: 17 August 2023 (09:04:02 CEST)
ARTICLE
|
doi:10.20944/preprints202308.0292.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
crop production; agricultural production; time series forecasting; artificial intelligence; transformer; machine learning; deep learning
Online: 3 August 2023 (10:34:48 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0111.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Greek power system; electric load forecasting; block-diagonal neurons; fuzzy neural network; internal feedback
Online: 3 May 2023 (07:34:20 CEST)
ARTICLE
|
doi:10.20944/preprints202206.0086.v1
Subject:
Computer Science And Mathematics,
Computational Mathematics
Keywords:
non-parametric modeling; flu; influenza; COVID-19; SARS-CoV-2; Empirical Dynamic Modeling; forecasting
Online: 6 June 2022 (10:24:45 CEST)
ARTICLE
|
doi:10.20944/preprints202103.0310.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Gelatinous zooplankton; Scyphozoa; Pelagia noctiluca; Rhizostoma pulmo; Forecasting system; Mitigation tool; Coastal zone management
Online: 11 March 2021 (10:57:35 CET)
ARTICLE
|
doi:10.20944/preprints202011.0205.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Neural Networks; Long-Short Term Model; Water demand; Forecasting; Sustainable development goals; Water Goal.
Online: 5 November 2020 (10:17:30 CET)
ARTICLE
|
doi:10.20944/preprints202007.0409.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Demand Side Management; Demand Response; Cyber-Physical Systems; Dynamic Pricing; Load Forecasting; Attack Detection
Online: 19 July 2020 (11:14:01 CEST)
ARTICLE
|
doi:10.20944/preprints202004.0063.v1
Subject:
Biology And Life Sciences,
Virology
Keywords:
SARS-CoV-2; COVID-19; Pandemic geographical distribution; Epidemic forecasting; Weather conditions; Climatic zones.
Online: 6 April 2020 (14:11:52 CEST)
ARTICLE
|
doi:10.20944/preprints201909.0182.v1
Subject:
Engineering,
Civil Engineering
Keywords:
rainfall intensity; debris flow forecasting; rainfall triggering index (RTI); critical accumulated rainfall (Rc); nomogram
Online: 17 September 2019 (06:09:31 CEST)
ARTICLE
|
doi:10.20944/preprints201905.0361.v1
Subject:
Engineering,
Civil Engineering
Keywords:
river flow forecasting; optimization; M5 model tree; support vector regression; fruit fly optimization algorithm
Online: 30 May 2019 (05:33:06 CEST)
ARTICLE
|
doi:10.20944/preprints201905.0320.v1
Subject:
Engineering,
Civil Engineering
Keywords:
river flow forecasting; optimization; M5 model tree; support vector regression; fruit fly optimization algorithm
Online: 27 May 2019 (13:01:49 CEST)
ARTICLE
|
doi:10.20944/preprints201807.0019.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Clustering; Forecasting; Hierarchical Time-Series; Individual Electrical Consumers; Scalable; Short Term; Smart Meters; Wavelets
Online: 2 July 2018 (17:43:29 CEST)
ARTICLE
|
doi:10.20944/preprints201707.0006.v1
Subject:
Computer Science And Mathematics,
Mathematics
Keywords:
Fuzzy forecasting, fuzzy-fluctuation trend, particle swarm optimization, fuzzy time series, fuzzy logical relationship
Online: 4 July 2017 (16:35:22 CEST)
ARTICLE
|
doi:10.20944/preprints202403.1110.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep learning; explainability; feature selection; Granger causality; health demand modelling; LSTM; multivariate time-series forecasting
Online: 22 March 2024 (07:31:07 CET)
REVIEW
|
doi:10.20944/preprints202312.1864.v1
Subject:
Business, Economics And Management,
Finance
Keywords:
bankruptcy; early warning; failure prediction; financial distress; prediction; forecasting; numerical indicators; statistical analysis; PRISMA standards.
Online: 25 December 2023 (10:25:37 CET)
ARTICLE
|
doi:10.20944/preprints202307.1567.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Energy consumption prediction; Energy management; Time series forecasting; Building energy consumption forecast; Covid-19 pandemic
Online: 24 July 2023 (08:47:09 CEST)
ARTICLE
|
doi:10.20944/preprints202204.0073.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Explainable Artificial Intelligence; Human-Centric Artificial Intelligence; Smart Manufacturing; Demand Forecasting; Industry 4.0; Industry 5.0
Online: 8 April 2022 (08:11:56 CEST)
ARTICLE
|
doi:10.20944/preprints202108.0246.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Explainable Artificial Intelligence; XAI; Time Series Forecasting; Global Time Series Models; Machine Learning; Artificial Intelligence
Online: 11 August 2021 (10:32:48 CEST)
ARTICLE
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Artificial intelligence; machine learning; real-time probabilistic data; for cyber risk; super forecasting; red teaming;
Online: 12 April 2021 (12:18:14 CEST)
ARTICLE
|
doi:10.20944/preprints201801.0051.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
smart building; artificial neural network (ANN); indoor; temperature; façade; outdoor; forecasting; relevance; sensors; recorded data
Online: 8 January 2018 (08:58:09 CET)
ARTICLE
|
doi:10.20944/preprints202404.1492.v1
Subject:
Electrical And Electronic Engineering,
Engineering
Keywords:
Autoregressive models; Gaussian Process; Long Short Term Memory networks; Multi-task forecasting; Predictive Distribution; Streamflow Contributions
Online: 23 April 2024 (11:57:56 CEST)
REVIEW
|
doi:10.20944/preprints202307.1298.v1
Subject:
Environmental And Earth Sciences,
Pollution
Keywords:
artificial neural networks; machine learning; environmental protection; air pollution; atmosphere; pollutants emission prediction; forecasting; data security
Online: 19 July 2023 (07:17:31 CEST)
ARTICLE
|
doi:10.20944/preprints202302.0383.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Building fire; Socioeconomic determinants; South East Queensland; Predictive model; Forecasting; Backward elimination; Robust final predictor error
Online: 22 February 2023 (09:37:47 CET)
TECHNICAL NOTE
|
doi:10.20944/preprints202209.0404.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Recurrent Neural Network; Renewable Energy; Power consumption; Open Power System Data; Multivariate Exploratory; Time series forecasting
Online: 27 September 2022 (02:44:29 CEST)
ARTICLE
|
doi:10.20944/preprints202204.0107.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
atmospheric aerosol; chemical composition; secondary aerosol; source apportionment; ultrafine particles; oxidative potential; exposure; toxicology; forecasting; micrometeorology
Online: 12 April 2022 (09:54:57 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0090.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
artificial intelligence; machine learning; active learning; knowledge acquisition; explainable artificial intelligence; manufacturing; demand forecasting; smart assistant
Online: 5 October 2021 (15:23:46 CEST)
ARTICLE
|
doi:10.20944/preprints201912.0102.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
forecasting of fuel demand; ship’s fuel consumption; data fitting; statistical quality measures; signal processing and analysis
Online: 8 December 2019 (17:05:03 CET)
ARTICLE
|
doi:10.20944/preprints202311.0794.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
time-series analysis; time-Series forecasting; artificial intelligence; SARIMA; neural prophet model; Fb prophet model; evaluation parameters
Online: 13 November 2023 (09:03:43 CET)
ARTICLE
|
doi:10.20944/preprints202308.0257.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
Light Gradient Boosted; Machine learning; Non-Intrusive Approach; electric load forecasting; Support Vector Machine; Synthetic Load Profile.
Online: 3 August 2023 (10:37:48 CEST)
REVIEW
|
doi:10.20944/preprints202304.1168.v1
Subject:
Environmental And Earth Sciences,
Oceanography
Keywords:
oil spill modeling; meteorological and hydrodynamic forcing; wave models; met-ocean data; forecasting; biogeochemical models; oil biodegradation.
Online: 28 April 2023 (10:49:30 CEST)
ARTICLE
|
doi:10.20944/preprints202006.0353.v1
Subject:
Computer Science And Mathematics,
Analysis
Keywords:
COVID-19; Epidemiology; COVID-19 Analysis and Forecast in Pakistan; Forecasting; Estimation; ARIMA; Prophet; SIRD; Diffusion; Analysis
Online: 29 June 2020 (10:50:47 CEST)
ARTICLE
|
doi:10.20944/preprints202004.0397.v1
Subject:
Medicine And Pharmacology,
Epidemiology And Infectious Diseases
Keywords:
coronavirus; COVID-19; SARS-CoV-2; pandemic; public health intervention; lockdown; resurgence; forecasting; mathematical modelling; SEIR model
Online: 22 April 2020 (08:48:16 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1975.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
forecasting; reinforcement learning; power grid; planning and scheduling; uncertainty in AI; agent-based systems; deep learning; stochastic optimization
Online: 28 September 2023 (10:14:29 CEST)
ARTICLE
|
doi:10.20944/preprints202305.1645.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
radon and CO2 monitoring; anomaly detection; multidisciplinary monitoring; precursor phe-nomena; air ionization monitoring; OEF (Operational Earthquake Forecasting).
Online: 23 May 2023 (10:56:15 CEST)
ARTICLE
|
doi:10.20944/preprints201710.0133.v3
Subject:
Engineering,
Civil Engineering
Keywords:
multi-step ahead forecasting; neural networks; random forests; stochastic vs machine learning models; support vector machines; time series
Online: 17 January 2019 (15:51:22 CET)
ARTICLE
|
doi:10.20944/preprints201812.0201.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Bayesian Vector Autoregression (BVAR), Modeling, Forecasting, Gross Domestic Product (GDP), Economic Growth, Revenue, Oil sector, Non-oil Sector
Online: 17 December 2018 (15:56:09 CET)
ARTICLE
|
doi:10.20944/preprints201804.0286.v1
Subject:
Business, Economics And Management,
Finance
Keywords:
electricity price forecasting; deep learning; gated recurrent units; long short term memory; artificial intelligence, turkish day-ahead market
Online: 23 April 2018 (11:38:27 CEST)
ARTICLE
|
doi:10.20944/preprints202308.0390.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Three-phase DTC induction motor; simulation modeling; deep learning; Bi-LSTM; signal processing; time series forecasting; frequency domain; FFT
Online: 4 August 2023 (07:27:23 CEST)
ARTICLE
|
doi:10.20944/preprints202105.0261.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
forecasting; forecast evaluation; forecast bias; mean bias; median bias; MPE; AvgRel-metrics; AvgRelAME; AvgRelAMdE; RelAME; RelMdE; AvgRelME; AvgRelMdE; OPc
Online: 12 May 2021 (09:48:29 CEST)
ARTICLE
|
doi:10.20944/preprints202104.0332.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
smart water grid; advanced metering infrastructure; short-term water demand forecasting; end-use level; on-site sodium hypochlorite generator
Online: 13 April 2021 (09:20:08 CEST)
ARTICLE
|
doi:10.20944/preprints201609.0119.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
short-term load forecasting; radial basis function neural network; support vector regression; particle swarm optimization; adaptive annealing learning algorithm
Online: 29 September 2016 (12:22:20 CEST)
ARTICLE
|
doi:10.20944/preprints202301.0510.v1
Subject:
Environmental And Earth Sciences,
Space And Planetary Science
Keywords:
Winds; SCATSAT-1; NCMRWF (National Center for Medium Range Weather Forecasting), CCMP (Cross Calibrated Mul-ti-Platform) and Particle filter
Online: 28 January 2023 (03:03:19 CET)
ARTICLE
|
doi:10.20944/preprints201907.0016.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Remote sensing; Photogrammetry; Life cycle modeling; Time series forecasting; Structural damage; Stochastic modeling; Convex Hull; ARIMA; VAR; Fatigue crack prediction
Online: 1 July 2019 (12:23:16 CEST)
ARTICLE
|
doi:10.20944/preprints201903.0131.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
energy consumption; prediction; machine learning models; deep learning models; 21 artificial intelligence (AI); computational intelligence (CI); forecasting; soft computing (SC)
Online: 11 March 2019 (10:09:33 CET)
ARTICLE
|
doi:10.20944/preprints201808.0507.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
hydrologic forecast verification, mean squared forecast error, methods of forecast error estimation, comparison of hydrologic forecasting methods, forecast applicability assessment.
Online: 29 August 2018 (16:11:24 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1344.v1
Subject:
Electrical And Electronic Engineering,
Engineering
Keywords:
Deep Transfer Learning; Electricity Load Forecasting; Multilayer Perceptron; Convolutional Neural Network; Ensemble Deep Learning; Multi-task Deep Learning; Exploratory Data Analysis
Online: 19 April 2024 (15:58:08 CEST)
ARTICLE
|
doi:10.20944/preprints202311.1538.v1
Subject:
Environmental And Earth Sciences,
Sustainable Science And Technology
Keywords:
PV power forecasting; deterministic forecast; machine learning; deep learning; satellite forecast, ensemble models; solar; clear sky index, short-term forecast, NWP
Online: 23 November 2023 (13:39:39 CET)
ARTICLE
|
doi:10.20944/preprints202308.0416.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
cocoa farmers; low-cost smart agriculture; remote sensors monitoring; water resources forecasting; YOLO; U-NET; deforestation; drought prevision; socio-technical transition
Online: 4 August 2023 (09:33:20 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0282.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Numerical methods; Hyperparameters optimization; Ocean energy; Sustainable Energy; Recur-rent neural network (RNN); Time series forecasting; Sustainability and environmental man-agement
Online: 18 May 2023 (07:09:21 CEST)
ARTICLE
|
doi:10.20944/preprints202201.0317.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
Cohort-Component Method; Multivariate Methods; Time Series Analysis; Monte Carlo Methods; Stochastic Forecasting; Demography; Statistical Epidemiology; Labor Market Research; Health Economics
Online: 21 January 2022 (10:32:54 CET)
ARTICLE
|
doi:10.20944/preprints202111.0202.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
solar energy; solar radiation prediction; hybrid machine learning; feature selection; feature extraction; classification algorithms; regression analysis; weather research and forecasting (WRF)
Online: 10 November 2021 (10:48:15 CET)
ARTICLE
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
wind power forecasting; short-term prediction; hybrid deep learning; wind farm; long short term memory; gated recurrent network and convolutional layers
Online: 22 September 2020 (03:45:59 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1230.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
electricity demand forecasting; model explainability; SHAP values; neural networks; structured time series; genetic programming (GP); symbolic expressions; training timeframe; counterfactuals; actionable features
Online: 17 August 2023 (09:06:07 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0789.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
accuracy; data-driven approach, feed forward neural network; gated recurrent unit; hyper-parameters tuning; long short-term memory; short-term demand forecasting
Online: 12 July 2023 (11:29:06 CEST)
ARTICLE
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
time series; forecasting; neural networks; data preprocessing; training and control samples; coronavirus pandemics; Deductor Studio; data cleaning; partial processing; spectral processing; autocorrelation; sliding windows.
Online: 30 March 2021 (14:16:28 CEST)
ARTICLE
|
doi:10.20944/preprints202310.2071.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
artificial neural network (ANN); Support Vector Machine (SVM); Support Vector Regression (SVR); Lightweight Gradient Boosting Machines (Light GBM); Machine Learning; Solar Irradiance (SI); solar forecasting
Online: 31 October 2023 (12:30:45 CET)
ARTICLE
|
doi:10.20944/preprints202009.0491.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Short term load forecasting; STLF; deep learning; RNN; LSTM; GRU; machine learning; SVR; random forest; KNN; energy consumption; energy-intensive manufacturing; time series prediction; industry
Online: 21 September 2020 (04:19:45 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0975.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Load Forecasting; Long Short Term Memory; Temporal Convolution Networks; Multilayer Perceptron; Convolutional Neural Networks; CNN-LSTM; Convolutional LSTM Encoder- Decoder; Evaluation Metrics; Power Sector; Data Analysis
Online: 15 May 2023 (04:39:19 CEST)
ARTICLE
|
doi:10.20944/preprints202302.0315.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Length of stay estimation; Admission rate characterization; Resource requirement forecasting; Patientcare modelling; Hospital capacity planning; Phase type survival trees; Machine Learning; Health ML Extended Health Intelligence
Online: 20 February 2023 (01:38:22 CET)
ARTICLE
|
doi:10.20944/preprints201806.0164.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Integrated water resources management; support to decision-making process, streamflow forecast; simple and low-cost forecasting model; Guadalquivir River Basin; Genil River; Canales reservoir; Quéntar reservoir
Online: 11 June 2018 (16:40:22 CEST)
ARTICLE
|
doi:10.20944/preprints202308.2119.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Grid resilience; Power outage prediction; Monte Carlo simulation; LSTM forecasting; Hybrid LSTM-PSO model; Battery State of Charge; Microgrid integration; Techno-economic analysis; Renewable energy; Energy independence
Online: 31 August 2023 (04:18:56 CEST)
ARTICLE
|
doi:10.20944/preprints202103.0412.v2
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Imaging; Machine learning; Deepfakes; Human pose estimation; Upper body languages; World leader; Deep learning; Computer vision; Recurrent Neural Networks (RNNs); Long Short-term Memory(LSTM); machine learning; Forecasting
Online: 28 April 2021 (12:02:00 CEST)
ARTICLE
|
doi:10.20944/preprints202105.0116.v1
Subject:
Medicine And Pharmacology,
Pulmonary And Respiratory Medicine
Keywords:
Time Series Prediction; ANN forecasting; New Coronavirus; COVID19 prediction cases; COVID19 prediction deaths; COVID19 prediction ICU, COVID19 Vaccination; COVID19 in Europe; COVID19 in Israel; COVID19 use of face mask.
Online: 6 May 2021 (16:58:01 CEST)
ARTICLE
|
doi:10.20944/preprints201905.0079.v1
Subject:
Engineering,
Civil Engineering
Keywords:
machine learning, computational fluid dynamics (CFD), hybrid model, adaptive neuro-fuzzy inference system (ANFIS), artificial intelligence, big data, prediction, forecasting, optimization, hydrodynamics, fluid dynamics, soft computing, computational intelligence, computational fluid mechanics
Online: 7 May 2019 (11:30:56 CEST)
REVIEW
|
doi:10.20944/preprints202404.1667.v1
Subject:
Finance,
Business, Economics And Management
Keywords:
Machine Learning (ML); Bond Market Analysis; FinTech; Supervised Learning; Unsupervised Learning; Neural Networks; Deep Learning; Time Series Analysis; Bond Market Forecasting; Risk Management in Finance; Algorithmic Trading; Data Preprocessing in Finance; Model Overfitting
Online: 25 April 2024 (11:20:21 CEST)
ARTICLE
|
doi:10.20944/preprints202208.0345.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep learning; solar radiation forecasting; model prediction; solar energy; multi climates data; generalizability; sustainability; Long Short-Term Memory (LSTM); Gated Recurrent Unit (GRU); Convolutional Neural Network (CNN); Hybrid CNN-Bidirectional LSTM; LSTM Autoencoder
Online: 18 August 2022 (10:59:18 CEST)
ARTICLE
Subject:
Engineering,
Civil Engineering
Keywords:
evolutionary model, gene-expression programming (GEP), prediction, soil compression index, estimation, soil engineering, soil informatics, civil engineering, machine learning, data science, big data, soft computing, deep learning, forecasting, subject classification codes, construction informatics, computational intelligence (CI), artificial intelligence (AI), estimation
Online: 25 March 2019 (10:25:18 CET)
ARTICLE
Subject:
Engineering,
Civil Engineering
Keywords:
Evolutionary model, gene-expression programming (GEP), prediction, soil compression index, estimation, soil engineering, soil informatics, civil engineering, machine learning, data science, big data, soft computing, deep learning, forecasting, subject classification codes, construction informatics, computational intelligence (CI), artificial intelligence (AI), estimation
Online: 25 March 2019 (10:21:45 CET)
ARTICLE
|
doi:10.20944/preprints202401.0160.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
solar irradiance nowcasting; deep learning in renewable energy; modular solar forecasting systems; computer vision for DNI estimation; ResNet-50 for energy prediction; cost-effective solar technology; high-resolution image processing; NVIDIA Jetson in solar energy; classification-based DNI analysis; sustainable energy optimization
Online: 3 January 2024 (08:36:12 CET)
REVIEW
|
doi:10.20944/preprints201905.0175.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
demand prediction, energy systems; machine learning; artificial neural network (ANN); support vector machines (SVM); neuro-fuzzy; ANFIS; wavelet neural network (WNN); big data; decision tree (DT); ensemble learning; hybrid models; data science; deep learning; renewable energies; energy informatics; prediction; forecasting; energy demand
Online: 14 May 2019 (14:00:40 CEST)