ARTICLE
|
doi:10.20944/preprints202010.0565.v1
Subject:
Biology And Life Sciences,
Anatomy And Physiology
Keywords:
ARIMA, CPUE, Fish biomass landings, Forecasting, Lake Malombe, Time series approach
Online: 27 October 2020 (21:04:35 CET)
ARTICLE
|
doi:10.20944/preprints201811.0490.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
forecasting; time series; vector autoregression (VAR), bayesian VAR; collinearity and autocorrelation
Online: 20 November 2018 (09:03:49 CET)
ARTICLE
|
doi:10.20944/preprints201807.0440.v2
Subject:
Engineering,
Automotive Engineering
Keywords:
BEV; ownership cost analysis; design of experiments; forecasting; Monte Carlo simulation
Online: 17 August 2018 (12:59:31 CEST)
ARTICLE
|
doi:10.20944/preprints201609.0104.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
icing forecasting; fireworks algorithm; least square support vector machine; feature selection
Online: 27 September 2016 (11:16:44 CEST)
ARTICLE
|
doi:10.20944/preprints202311.1712.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
graph-based neural network, traffic forecasting, Internet of Things, Contiki operating system
Online: 27 November 2023 (15:00:05 CET)
ARTICLE
|
doi:10.20944/preprints202309.1637.v1
Subject:
Environmental And Earth Sciences,
Water Science And Technology
Keywords:
Streamflow Data Assimilation; Flood forecasting; Tropical Andes; Satellite Precipitation Products; GR4H model
Online: 25 September 2023 (09:00:46 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1400.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
hierarchical forecasting; short time series; local approach; global approach; household gas consumption
Online: 21 September 2023 (05:39:44 CEST)
REVIEW
|
doi:10.20944/preprints202303.0451.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Accurate predictions; Deep Learning; Energy management; Machine Learning; Renewable En-ergy Forecasting
Online: 27 March 2023 (07:56:16 CEST)
ARTICLE
|
doi:10.20944/preprints202004.0257.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
COVID-19; predictive analytics; forecasting models; Machine Learning Method; prediction; epidemic; pandemic
Online: 16 April 2020 (05:54:13 CEST)
ARTICLE
|
doi:10.20944/preprints201609.0053.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
electricity markets; price forecasting; multi-output models; random forests; conditional inference trees
Online: 18 September 2016 (06:16:19 CEST)
CASE REPORT
|
doi:10.20944/preprints202309.1851.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Iron- and steel-making enterprise; Oxygen system; Forecasting model; Scheduling model; Energy-saving
Online: 28 September 2023 (04:21:44 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1979.v1
Subject:
Business, Economics And Management,
Finance
Keywords:
deep learning; system engineering; stock price forecasting; aggregate dynamic behavior; generative adversarial network
Online: 30 August 2023 (03:03:52 CEST)
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/preprints202405.0293.v1
Subject:
Neuroscience And Neurology,
Medicine And Pharmacology
Keywords:
gamma knife radiosurgery (GKRS); brain metastasis; tumor dynamics forecasting; machine learning models; feature importance
Online: 6 May 2024 (10:47:26 CEST)
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/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/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/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/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/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
|
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/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)
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
|
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)