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/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)
ARTICLE
|
doi:10.20944/preprints202404.1422.v1
Subject:
Transportation Science And Technology,
Engineering
Keywords:
Spatio-temporal demand forecasting; Bike sharing; T-GCN; Scheduling optimization
Online: 23 April 2024 (11:49:25 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/preprints202404.1024.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
transformer; linear network; time series forecasting; state space model
Online: 16 April 2024 (10:29:34 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/preprints202404.0260.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Multivariate hydrological modeling, Time series analysis, Water level forecasting, LSTM.
Online: 3 April 2024 (11:08:12 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0209.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Electricity price; Incentive Based Regulation; Electricity Market; Forecasting; Time Series; Machine Learning
Online: 2 April 2024 (12:34:22 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)
ARTICLE
|
doi:10.20944/preprints202403.1218.v1
Subject:
Environmental And Earth Sciences,
Water Science And Technology
Keywords:
forecasting; Machine learning algorithms; recurrent artificial neural network; lake Nokoue.
Online: 20 March 2024 (11:36:02 CET)
ARTICLE
|
doi:10.20944/preprints202403.0924.v1
Subject:
Public Health And Healthcare,
Public Health And Health Services
Keywords:
Virus forecasting; DL modeling; virus classification; Dengue evolution; genome sequence
Online: 15 March 2024 (13:12:30 CET)
ARTICLE
|
doi:10.20944/preprints202402.1547.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
time series forecasting; ARIMA; neural networks; transfer learning; wind energy systems
Online: 28 February 2024 (11:27:50 CET)
ARTICLE
|
doi:10.20944/preprints202401.1867.v1
Online: 26 January 2024 (08:58:28 CET)
ARTICLE
|
doi:10.20944/preprints202401.1244.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Fuel Consumption; Forecasting; Time Series Analysis; Sustainable Energy Policies; RMSE.
Online: 16 January 2024 (12:35:01 CET)
ARTICLE
|
doi:10.20944/preprints202401.0880.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
GHI forecasting; deep learning; LSTM; autoencoder; solar energy; aerosol
Online: 11 January 2024 (09:31:36 CET)
ARTICLE
|
doi:10.20944/preprints202401.0692.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
multi-objective genetic algorithms; neural networks; forecasting models; ensemble models; prediction intervals; probabilistic forecasting; day-ahead energy markets.
Online: 9 January 2024 (10:16:12 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/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/preprints202312.1231.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
non-renewable energy sources; energy demand forecasting; natural gas consumption and production forecasting; LNG import; natural gas industry; India
Online: 18 December 2023 (06:13:54 CET)
ARTICLE
|
doi:10.20944/preprints202312.0581.v1
Subject:
Engineering,
Other
Keywords:
Artificial Intelligence; Load Forecasting; Feature Selection; Outlier Rejection
Online: 8 December 2023 (12:42:36 CET)
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/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/preprints202311.1248.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
AI; Energy Price Forecasting; LSTM; DNN
Online: 20 November 2023 (14:03:57 CET)
ARTICLE
|
doi:10.20944/preprints202311.0977.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
machine learning; neural networks; PV power forecasting; smart meters; solar energy
Online: 15 November 2023 (09:52:40 CET)
ARTICLE
|
doi:10.20944/preprints202311.0806.v1
Subject:
Business, Economics And Management,
Accounting And Taxation
Keywords:
Forecasting; accounting; earnings
Online: 13 November 2023 (10:03:25 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/preprints202311.0438.v1
Subject:
Business, Economics And Management,
Accounting And Taxation
Keywords:
Artificial Intelligence; Forecasting; Business Failure; Financial Sustainability; Financial Indicators; Transport Sector
Online: 7 November 2023 (11:19:43 CET)
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)
REVIEW
|
doi:10.20944/preprints202309.1764.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine-learning; Weather prediction; Climate prediction; Survey; Meteorological Forecasting
Online: 30 October 2023 (17:09:12 CET)
ARTICLE
|
doi:10.20944/preprints202310.1799.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
stochastic processes; time series; ARIMA; ODE; price forecasting
Online: 30 October 2023 (07:37:48 CET)
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)
REVIEW
|
doi:10.20944/preprints202310.0057.v1
Subject:
Environmental And Earth Sciences,
Sustainable Science And Technology
Keywords:
Scientific mapping; greenhouse effect; renewable energy; energy generation; forecasting; review
Online: 2 October 2023 (11:59:51 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1966.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
wind speed forecasting; deep learning; LSTM; GRU; wind energy; CEEMDAN; EMD; VMD
Online: 28 September 2023 (11:41:50 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)
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/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/preprints202309.1565.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
photovoltaic power forecasting; deterministic forecasting; probability interval forecasting; ensemble learning; feature rise-dimensional method
Online: 22 September 2023 (11:37:45 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)
ARTICLE
|
doi:10.20944/preprints202309.1191.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
prophet; LSTM; GRU; meteorological data; electricity consumption forecasting
Online: 19 September 2023 (08:33:08 CEST)
ARTICLE
|
doi:10.20944/preprints202309.0843.v1
Subject:
Business, Economics And Management,
Business And Management
Keywords:
textile; apparel; clothe; forecasting
Online: 13 September 2023 (08:56:58 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/preprints202309.0354.v1
Subject:
Biology And Life Sciences,
Animal Science, Veterinary Science And Zoology
Keywords:
sheep milk constituents; Brix refractometer; milk protein percentages; Refractometer forecasting ability.
Online: 6 September 2023 (10:12:17 CEST)
ARTICLE
|
doi:10.20944/preprints202308.2129.v1
Subject:
Public Health And Healthcare,
Health Policy And Services
Keywords:
epidemiology; COVID-19; agent-based model; forecasting
Online: 31 August 2023 (09:37:07 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/preprints202308.2068.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Raindrop Size Distribution; Microphysical Characteristics; LSMT Neural Network; Precipitation Forecasting
Online: 30 August 2023 (09:47:49 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)
REVIEW
|
doi:10.20944/preprints202308.1578.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
forecasting; prevision; wind speed; wind power; renewable energy; Scopus base; Bibliometrix
Online: 23 August 2023 (07:27:24 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/preprints202308.1371.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
AI; Forecasting; RES
Online: 18 August 2023 (11:49:50 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1321.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Energy Forecasting; Modeling; Electricity Mix; Machine Learning Algorithms
Online: 18 August 2023 (09:26:27 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/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/preprints202308.0693.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
wind energy; solar energy; renewable energy; machine learning; forecasting ensembles
Online: 9 August 2023 (10:56:29 CEST)
CASE REPORT
|
doi:10.20944/preprints202308.0535.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine Learning; Time-Series Forecasting; Demand Forecasting; PM Gati-Shakti; Ministry of Power; Delhi
Online: 7 August 2023 (10:45:42 CEST)
ARTICLE
|
doi:10.20944/preprints202308.0427.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep neural networks; time series forecasting; covariates; retailing
Online: 4 August 2023 (10:37:47 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/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/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)
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/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)
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/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
|
doi:10.20944/preprints202307.0599.v1
Subject:
Biology And Life Sciences,
Animal Science, Veterinary Science And Zoology
Keywords:
Swine; mortality; data-wrangling; forecasting; machine-learning
Online: 10 July 2023 (10:40:52 CEST)
ARTICLE
|
doi:10.20944/preprints202306.1744.v1
Subject:
Business, Economics And Management,
Business And Management
Keywords:
Macroeconomic Forecasting Model; Scheduling Algorithm; Enterprise Benefit Optimization; Resource Management
Online: 26 June 2023 (05:34:15 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0240.v1
Subject:
Environmental And Earth Sciences,
Pollution
Keywords:
deep learning; PM10; environmental forecasting; chaotic time series; Arctic
Online: 5 June 2023 (05:04:24 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0135.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Energy consumption prediction; Time-series forecasting; Forecasting Building Energy Consumption; Long Short-Term memory
Online: 2 June 2023 (05:11:04 CEST)
ARTICLE
|
doi:10.20944/preprints202305.2114.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
hailstorm; convective environment; statistical correlation; hail forecasting
Online: 30 May 2023 (10:36:08 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)
REVIEW
|
doi:10.20944/preprints202305.1534.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Predictive models; Weather research and forecasting (WRF); Solar irradiance forecasting; Solar PV power forecasting; Renewable energy sources.
Online: 23 May 2023 (02:32:03 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/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/preprints202305.0934.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Time Series; Forecasting, Deep Learning; Genetic Algorithm; Long Short-Term Memory
Online: 12 May 2023 (11:07:28 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0623.v1
Subject:
Computer Science And Mathematics,
Computational Mathematics
Keywords:
Bayesian forecasting; stochastic simulation; parameter uncertainty; two-level simulation
Online: 9 May 2023 (09:24:32 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0445.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
GDP; deep learning; time fusion transformers; multi-horizon forecasting; interpretability
Online: 8 May 2023 (04:47:10 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)
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)
REVIEW
|
doi:10.20944/preprints202304.0917.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Predictive models; Weather research and forecasting (WRF); Uncertainty; Wind forecasting; Ultra short term and Short term; Wind power generation
Online: 25 April 2023 (10:10:36 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0144.v1
Subject:
Engineering,
Other
Keywords:
COVID-19; Machine learning; Demand Forecasting; Neural network; LSTM
Online: 10 April 2023 (04:27:16 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/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)
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/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/preprints202301.0006.v1
Subject:
Business, Economics And Management,
Business And Management
Keywords:
Financial distress; Dual system banking; Loan Loss Provission; forecasting; econometrics
Online: 3 January 2023 (07:19:41 CET)
ARTICLE
|
doi:10.20944/preprints202212.0534.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Indoor air quality; forecasting; machine learning; IoT; Covid-19; environmental mapping; pandemic.
Online: 28 December 2022 (09:10:46 CET)
ARTICLE
|
doi:10.20944/preprints202211.0278.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Long Short-Term Memory; time series forecasting; commodities; technical analysis
Online: 15 November 2022 (07:00:55 CET)
ARTICLE
|
doi:10.20944/preprints202210.0004.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Electrical Power Grids; Fault Forecasting; Long Short-Term Memory; Time Series Forecasting; Wavelet Transform
Online: 3 October 2022 (10:36:14 CEST)
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/preprints202209.0092.v1
Subject:
Social Sciences,
Political Science
Keywords:
elections; time series; forecasting; Chile; ARIMA
Online: 6 September 2022 (12:40:50 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)
REVIEW
|
doi:10.20944/preprints202208.0031.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
LSTM; GMDH; ANFIS; Ensemble Learning Models; Wavelet; Time Series Forecasting
Online: 2 August 2022 (03:50:14 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/preprints202205.0386.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Lower upper bound estimation; random forest; feature selection; probabilistic forecasting; photovoltaic generation forecasting
Online: 30 May 2022 (05:10:06 CEST)
ARTICLE
|
doi:10.20944/preprints202204.0295.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Forecasting; SARIMA; Holt-Winters; Climate; Big Data
Online: 29 April 2022 (08:44:28 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/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/preprints202203.0037.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
machine learning; neural network; forecasting system; western Pacific subtropical high.
Online: 2 March 2022 (07:41:45 CET)
ARTICLE
|
doi:10.20944/preprints202202.0192.v1
Subject:
Medicine And Pharmacology,
Obstetrics And Gynaecology
Keywords:
uterine cervical neoplasms; mortality; age-period-cohort analysis; forecasting; Brazil
Online: 16 February 2022 (05:03:16 CET)
ARTICLE
|
doi:10.20944/preprints202202.0143.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
photovoltaic (PV) power forecast; multiple PV forecasting; short-term PV forecasting; motion estimation; optical flow; smart grid
Online: 10 February 2022 (02:22:32 CET)
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/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)