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/preprints202406.1554.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Multi-Agent Systems (MAS), Machine Learning Pipelines, Supervised Learning, Data Science
Automation, Large Language Models (LLM), Reinforcement Learning (RL), Time Series Forecasting, AI Agents,
Open-Source Framework, Model Efficiency, Task Automation · Scalability in Machine Learning, Model Adaptability,
Collaborative AI Systems, Machine Learning Workflow Optimization
Automation, Large Language Models (LLM), Reinforcement Learning (RL), Time Series Forecasting, AI Agents,
Open-Source Framework, Model Efficiency, Task Automation · Scalability in Machine Learning, Model Adaptability,
Collaborative AI Systems, Machine Learning Workflow Optimization
Online: 24 June 2024 (09:50:32 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/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/preprints202409.1222.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Incipient Fault Prediction; Power Grid; Smart Grid; Data Compression; Event Forecasting; State Estimation; Real-Time Grid Analysis; Image Registration
Online: 16 September 2024 (11:35:09 CEST)
ARTICLE
|
doi:10.20944/preprints202408.2109.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Neural Networks; Stock Price Prediction; Long Short-Term Memory (LSTM); Extended Long Short-Term Memory (xLSTM); Time Series Forecasting
Online: 29 August 2024 (08:32:14 CEST)
ARTICLE
|
doi:10.20944/preprints202406.1500.v1
Subject:
Business, Economics And Management,
Business And Management
Keywords:
Real-time supply chain information; marketing decisions; service industries; demand forecasting; inventory management; personalized marketing; agility; supplier relationship management
Online: 24 June 2024 (05:12:45 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)
COMMUNICATION
|
doi:10.20944/preprints202408.2149.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Air Quality (AQ); Discrete-Time Markov Chain (DTMC); Environmental Data Analysis; Indoor Air Quality (IAQ; Air Pollution Forecasting; Sensor Networks
Online: 29 August 2024 (12:25:01 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0693.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Electricity load forecasting; Least square support vector machine (LSSVM); Improved Bacterial foraging optimization algorithm (IBFOA); hybrid model; machine learning (ML)
Online: 11 June 2024 (08:52:43 CEST)
ARTICLE
|
doi:10.20944/preprints202405.0865.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Hybrid renewable energy system (HRES); Optimization; Dispatch Engine (DE); Mixed Integer Linear Programming (MILP); Feed-Forward Neural Networks (FFNN); Forecasting.
Online: 13 May 2024 (16:31:12 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/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)
REVIEW
|
doi:10.20944/preprints202406.0128.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
forecasting; solar; energy; irradiance; photovoltaic; state of the art; systematic literature review (SLR); meta-review; overviews of review; bibliometric; classification; method
Online: 4 June 2024 (08:22:31 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/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/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/preprints202407.1985.v1
Subject:
Environmental And Earth Sciences,
Water Science And Technology
Keywords:
Urban Floods; Risk Reduction; Flood Hazard Map; EWS; Rainfall Depth-Duration Thresholds; Monitoring and Forecasting; Hydraulic Modelling; HEC; Floodability; Non-structural Flood Protection
Online: 25 July 2024 (00:16:09 CEST)
REVIEW
|
doi:10.20944/preprints202408.0316.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Diffusion Models; Generative Modeling; Synthetic Data Generation; Image Synthesis; Image-to-Image Translation; Text-to-Image Generation; Audio Synthesis; Time Series Forecasting; Anomaly Detection
Online: 6 August 2024 (08:36:05 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/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
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)