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/preprints201811.0096.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
machine learning; stacking; forecasting; regression; sales; time series
Online: 5 November 2018 (09:54:54 CET)
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)
REVIEW
|
doi:10.20944/preprints201810.0098.v2
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
flood prediction; machine learning; forecasting
Online: 26 October 2018 (11:56:27 CEST)
ARTICLE
|
doi:10.20944/preprints201607.0001.v1
Subject:
Business, Economics And Management,
Finance
Keywords:
PUN, artificial intelligence models, regression tree, bootstrap aggregation, forecasting error
Online: 2 July 2016 (03:48:36 CEST)
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/preprints201609.0103.v1
Subject:
Computer Science And Mathematics,
Computational Mathematics
Keywords:
Maximum entropy model; K-means clustering; accuracy; classification; sports forecasting
Online: 27 September 2016 (11:10:50 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/preprints201703.0231.v1
Subject:
Chemistry And Materials Science,
Materials Science And Technology
Keywords:
copper resources; demand forecasting; system dynamics model; sustainability development
Online: 31 March 2017 (10:50:56 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/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/preprints201609.0031.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
electricity price forecasting; ensemble model; expert selection
Online: 8 September 2016 (11:52:52 CEST)
ARTICLE
|
doi:10.20944/preprints202003.0096.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep learning; Energy demand; Temporal convolutional network; Time series forecasting
Online: 5 March 2020 (15:02:37 CET)
ARTICLE
|
doi:10.20944/preprints201711.0190.v2
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
electricity demand; ANN; PSO; GA; hybrid optimization; forecasting
Online: 16 January 2018 (07:44:04 CET)
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/preprints201608.0204.v1
Subject:
Business, Economics And Management,
Economics
Keywords:
logistics industry; sustainability; data envelopment analysis (DEA); grey forecasting
Online: 25 August 2016 (10:12:27 CEST)
ARTICLE
|
doi:10.20944/preprints201707.0013.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
renewable energy; solar; wind; interannual variability; seasonal forecasting; teleconnections
Online: 7 July 2017 (03:55:54 CEST)
ARTICLE
|
doi:10.20944/preprints201710.0051.v1
Subject:
Computer Science And Mathematics,
Computational Mathematics
Keywords:
cloud computing; workload model; workload-aware resource forecasting model
Online: 9 October 2017 (12:40:34 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/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/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/preprints201810.0494.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
unsupervised training; features learning; deep learning; time series forecasting
Online: 22 October 2018 (12:24:43 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/preprints201710.0053.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
ARIMA; forecasting; fuzzy partition; fuzzy transform; time series
Online: 9 October 2017 (16:58:43 CEST)
ARTICLE
|
doi:10.20944/preprints201801.0216.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Electricity Demand; ANN; PSO; GA; Hybrid Optimization; Forecasting
Online: 23 January 2018 (15:30:10 CET)
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
|
doi:10.20944/preprints201710.0129.v1
Subject:
Engineering,
Civil Engineering
Keywords:
hydropower; errors; multi-step ahead forecasting; recursive method; simulations
Online: 19 October 2017 (02:34:27 CEST)
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)
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/preprints201806.0365.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
ARIMA model; data forecasting; multi-objective genetic algorithm; regression model
Online: 24 June 2018 (07:48:49 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/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/preprints201708.0086.v1
Subject:
Computer Science And Mathematics,
Data Structures, Algorithms And Complexity
Keywords:
seasonality; forecasting; pull and push models; denoising
Online: 25 August 2017 (08:21:40 CEST)
REVIEW
|
doi:10.20944/preprints201812.0217.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Intelligent Load Forecasting; Demand-Side Management; Pattern Similarity; Hierarchical Forecasting; Feature Selection; Weather Station Selection
Online: 18 December 2018 (10:38:10 CET)
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/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/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)
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)
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/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/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
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/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/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/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
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
|
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/preprints201808.0163.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
traffic flow forecasting; cluster computing; LSTM neural networks
Online: 8 August 2018 (08:50:09 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)
ARTICLE
|
doi:10.20944/preprints202003.0158.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
energy; demand; forecasting; deep; learning; machine; convolutional; artificial; neural; networks
Online: 10 March 2020 (03:40:31 CET)
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/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/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/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/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/preprints202001.0387.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
forecasting; clustering; energy systems; classification
Online: 31 January 2020 (13:28:01 CET)
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/preprints201811.0010.v1
Subject:
Physical Sciences,
Optics And Photonics
Keywords:
forecasting; complex dynamics; fiber laser; chaos; ordinal patterns
Online: 2 November 2018 (04:21:25 CET)
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)
REVIEW
|
doi:10.20944/preprints201812.0235.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Intelligent Load Forecasting 1; Demand-Side Management 2; Pattern Similarity 3; Hierarchical Forecasting 4; Feature Selection 5; Weather Station Selection 6
Online: 19 December 2018 (12:19:14 CET)
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/preprints202009.0518.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
aquaculture water quality; dissolved oxygen (DO); forecasting; EEMD; LSTM
Online: 22 September 2020 (10:02:09 CEST)
ARTICLE
|
doi:10.20944/preprints201810.0625.v2
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
terrestrial modeling; real-time forecasting/monitoring; workflows
Online: 16 November 2018 (08:06:18 CET)
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/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/preprints202012.0619.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
Adaptive Island; Minimum spanning tree; Load forecasting; Controllable switches; Distributed generations
Online: 24 December 2020 (12:35:42 CET)
ARTICLE
|
doi:10.20944/preprints202103.0269.v1
Subject:
Business, Economics And Management,
Accounting And Taxation
Keywords:
forecasting methods; statistical learning; high-frequency order book
Online: 9 March 2021 (12:24:12 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/preprints202110.0037.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
photovoltaic generation forecast; probabilistic forecast; prediction interval; ensemble forecast; day ahead forecasting; multiple PV forecasting
Online: 4 October 2021 (09:55:37 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/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/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/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/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/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/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)
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
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/preprints201810.0679.v1
Subject:
Physical Sciences,
Applied Physics
Keywords:
seismic forecasting; foreshocks; stochastic model
Online: 29 October 2018 (11:47:36 CET)
ARTICLE
|
doi:10.20944/preprints201911.0149.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
car sharing; forecasting; machine learning; socio-demographic; weather
Online: 13 November 2019 (12:31:49 CET)
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/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)
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/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/preprints202111.0510.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Flood Early Warning; forecasting; hydrological extremes; Machine Learning; Andes
Online: 26 November 2021 (13:30:09 CET)
ARTICLE
|
doi:10.20944/preprints202104.0138.v1
Subject:
Business, Economics And Management,
Accounting And Taxation
Keywords:
Energy consumption; BRICS; GM (1, 1); Fractional-order; GREY; Forecasting accuracy
Online: 5 April 2021 (13:51:38 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/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)
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/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/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/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/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/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/preprints202308.2119.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/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/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/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/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/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)