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/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/preprints202306.0740.v1
Subject:
Computer Science And Mathematics,
Signal Processing
Keywords:
Causal analysis; Granger Causality; Bootstrap methods; Multivariate time series; Impulse response function
Online: 12 June 2023 (03:14:15 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0659.v1
Subject:
Engineering,
Other
Keywords:
Cropland extent; Cropland intensity; Machine Learning; Time series; Normalized Difference Vegetation Index
Online: 9 May 2023 (12:53:40 CEST)
ARTICLE
|
doi:10.20944/preprints202211.0445.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
singular spectrum analysis; fuzzy logic; innovative activity; time series; economic development; models
Online: 23 November 2022 (11:08:14 CET)
TECHNICAL NOTE
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Satellite Image Time Series; Radiometric Normalization; Nonlinear Radiometric Distortion; Artificial Neural Networks
Online: 29 January 2021 (10:52:28 CET)
ARTICLE
Subject:
Medicine And Pharmacology,
Immunology And Allergy
Keywords:
COVID-19; pandemic; lockdown; Neonate services; disease spectrum; interrupted time-series analysis
Online: 20 January 2021 (15:59:41 CET)
ARTICLE
|
doi:10.20944/preprints202101.0309.v1
Subject:
Computer Science And Mathematics,
Mathematics
Keywords:
Natural circulation loops; Symbolic time series analysis; Early detection of anomalous events
Online: 18 January 2021 (09:52:01 CET)
ARTICLE
|
doi:10.20944/preprints201912.0252.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
time series; deep learning; convolutional neural network; recurrence plot; financial market prediction
Online: 19 December 2019 (07:39:54 CET)
ARTICLE
|
doi:10.3390/sci1010002
Subject:
Environmental And Earth Sciences,
Geochemistry And Petrology
Keywords:
atmospheric evolution; seismicity; low-energy nuclear reactions; carbon pollution; time series analysis
Online: 28 September 2018 (00:00:00 CEST)
ARTICLE
|
doi:10.20944/preprints202211.0064.v2
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Bird response; burn severity indices; land-use legacy; Poisson GLMs; time since fire; time series of satellite images
Online: 4 May 2023 (02:51:32 CEST)
ARTICLE
|
doi:10.20944/preprints202006.0063.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
COVID-19; Real-Time Tracker; Common Symptoms; Data Visualization; Hypothesis Testing; ARIMA Time-Series Forecast; Penalized Logistic Regression
Online: 7 June 2020 (07:44:48 CEST)
ARTICLE
|
doi:10.20944/preprints202407.2117.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
smart energy, time series, anomaly detection, complex anomalies, outlier, Isolation Forest, predicates’ conjunction.
Online: 26 July 2024 (10:23:22 CEST)
ARTICLE
|
doi:10.20944/preprints202406.1525.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Smart Grid; Short Term Load Forecasting; Deep Learning; Stacking Approach; Time Series Analysis
Online: 24 June 2024 (04:24:43 CEST)
ARTICLE
|
doi:10.20944/preprints202405.0994.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Time series forecasting; LSTM; Bi-LSTM; Deep learning; ML; XGBoost; Energy; Solar Energy
Online: 15 May 2024 (10:22:21 CEST)
ARTICLE
|
doi:10.20944/preprints202401.0412.v1
Subject:
Physical Sciences,
Applied Physics
Keywords:
artificial intelligence; chaotic time series; fluid dynamics; nonlinear dynamics; reservoir computing; solitary waves.
Online: 4 January 2024 (14:14:50 CET)
ARTICLE
|
doi:10.20944/preprints202305.0351.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
MODIS; EVI; time series; greening; browning; Andes; Peru; climate zones; life zones; trend
Online: 5 May 2023 (10:34:53 CEST)
ARTICLE
|
doi:10.20944/preprints202105.0277.v2
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Estimation; functional time series; lagged covariance operator; lagged cross covariance operator; principle components
Online: 10 September 2021 (11:05:11 CEST)
ARTICLE
|
doi:10.20944/preprints202104.0508.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
time series; causality; entropy transfer; wavelet analysis; neural networks; climate response; solar impact
Online: 19 April 2021 (16:33:29 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/preprints202103.0275.v1
Subject:
Computer Science And Mathematics,
Computational Mathematics
Keywords:
Computer networks, Hurst exponent, IEEE 802.3ab standard, Time series analysis, Traffic flows analysis.
Online: 10 March 2021 (10:33:30 CET)
TECHNICAL NOTE
|
doi:10.20944/preprints202003.0038.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Okavango Delta; inundation maps; inundation extent; Landsat; Google Earth Engine; automated time series
Online: 3 March 2020 (11:25:49 CET)
ARTICLE
|
doi:10.20944/preprints201809.0522.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
drought; NDVI; ENSO; wavelet; time series analysis; Hluhluwe-iMfolozi Park; Google Earth Engine
Online: 26 September 2018 (15:53:40 CEST)
ARTICLE
|
doi:10.20944/preprints201608.0083.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
deformation; interferometry; geotechnical models; non‐linear problem; synthetic aperture radar (SAR); time‐series
Online: 8 August 2016 (14:50:19 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/preprints202309.0646.v1
Subject:
Biology And Life Sciences,
Other
Keywords:
energy cost; endurance; training; technique; tactic; fatigue; performance; time series; mathematical modelling; sex difference
Online: 11 September 2023 (14:45:18 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/preprints202308.0292.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/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/preprints202304.0222.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Global models; Deep learning; Data partitioning; Time series features; Model complexity; Intermittent demand; Retail
Online: 11 April 2023 (10:41:55 CEST)
ARTICLE
|
doi:10.20944/preprints202302.0390.v1
Subject:
Environmental And Earth Sciences,
Geophysics And Geology
Keywords:
change detection; time-series; landslide detection; land cover; Sentinel-1; backscatter; Google Earth Engine;
Online: 22 February 2023 (15:33:14 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)
ARTICLE
|
doi:10.20944/preprints202207.0290.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
forecast; Earth Observation; time series; Snow Line Elevation; Alps; mountains; environmental modeling; machine learning
Online: 19 July 2022 (14:20:12 CEST)
ARTICLE
|
doi:10.20944/preprints202112.0404.v1
Subject:
Environmental And Earth Sciences,
Ecology
Keywords:
Spatiotemporal Modelling; Ecological Modelling; Sparse Data; Minkowskian Geometry; Time Series Analysis; Spatial Statistics; Isoscapes
Online: 24 December 2021 (11:16:17 CET)
ARTICLE
Subject:
Environmental And Earth Sciences,
Geophysics And Geology
Keywords:
ULFgeomagnetic signature, Mw6.4 earthquake, geomagnetic data, BPOL, BPOL* and BPOL*(PAG-SUA) time series
Online: 15 January 2021 (12:57:21 CET)
ARTICLE
|
doi:10.20944/preprints202011.0211.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
Climate Change; Occupational Accidents; Weather Circumstances; Heat Stress; Precipitation; Accident Mortality; time-series analyses
Online: 5 November 2020 (12:26:54 CET)
ARTICLE
|
doi:10.20944/preprints201808.0066.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Crop classification; SAR; Optical; time series; Sentinel-1; Sentinel-2; random forest; machine learning
Online: 3 August 2018 (12:01:50 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/preprints202405.1157.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Federated Learning; Load Forecasting; Non-Stationary And Discontinous Time Series; Renewable Energy Community; Dynamic Portfolio
Online: 17 May 2024 (11:36:14 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/preprints202403.0711.v1
Subject:
Social Sciences,
Education
Keywords:
new NCEE; “Double First-Class” universities; quality of students; urban differences; interrupted time-series analysis
Online: 12 March 2024 (14:20:38 CET)
ARTICLE
|
doi:10.20944/preprints202307.1567.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Energy consumption prediction; Energy management; Time series forecasting; Building energy consumption forecast; Covid-19 pandemic
Online: 24 July 2023 (08:47:09 CEST)
ARTICLE
|
doi:10.20944/preprints202305.1245.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep neural networks; Activation functions; Multiclass classification; Time-Series prediction; Reuters data; Energy trade value
Online: 17 May 2023 (11:11:21 CEST)
ARTICLE
|
doi:10.20944/preprints202201.0202.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
crop detection; Sentinel 1; Sentinel 2; supervised classification; unsupervised classification; time series; agriculture; food security
Online: 14 January 2022 (11:18:59 CET)
ARTICLE
|
doi:10.20944/preprints202104.0157.v1
Subject:
Business, Economics And Management,
Accounting And Taxation
Keywords:
National Centralized Drug Procurement; "4+7" policy; drug price; interrupted time series; volume-based procurement.
Online: 6 April 2021 (08:18:10 CEST)
ARTICLE
|
doi:10.20944/preprints202010.0208.v2
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Middle East; Moderate Resolution Imaging Spectroradiometer; Normalized Difference Vegetation Index; time series analysis; governmental policy
Online: 15 December 2020 (12:59:50 CET)
ARTICLE
|
doi:10.20944/preprints202007.0306.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
COVID-19; Linear and non-Linear trend; Spline function; Autoregressive Time series model; Bayesian inference
Online: 14 July 2020 (11:41:59 CEST)
ARTICLE
|
doi:10.20944/preprints201904.0014.v1
Subject:
Biology And Life Sciences,
Virology
Keywords:
Alignment; assembly; taxonomic classification; time series; data transformation; DWT; DFT; PAA; data compression; compressive genomics
Online: 1 April 2019 (13:29:58 CEST)
ARTICLE
|
doi:10.20944/preprints201703.0009.v1
Subject:
Physical Sciences,
Astronomy And Astrophysics
Keywords:
active galaxies; blazars; jets; radio continuum; gamma-rays; time-series analysis; Bayesian modelling; Gaussian processes
Online: 1 March 2017 (12:56:13 CET)
ARTICLE
|
doi:10.20944/preprints202407.1839.v1
Subject:
Engineering,
Bioengineering
Keywords:
approximate entropy; sample entropy; tandem standing balance; center of pressure; complexity; tolerance; nonlinear time series; downsampling
Online: 24 July 2024 (07:05:31 CEST)
ARTICLE
|
doi:10.20944/preprints202401.1362.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
wildfires; forest; climatic factors; monitoring; fire recurrence; remote sensing; machine learning; Landsat; time series; trend analyses
Online: 18 January 2024 (10:29:52 CET)
ARTICLE
|
doi:10.20944/preprints202306.0340.v1
Subject:
Engineering,
Other
Keywords:
GNSS height component; GNSS time series; velocity estimation; meteorological parameters; simple linear regression; autoregressive moving average
Online: 5 June 2023 (14:58:42 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0079.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep neural networks; Activation functions; Multi-class classification; Time-Series prediction; Reuters data; Energy trade value
Online: 6 April 2023 (08:55:22 CEST)
ARTICLE
|
doi:10.20944/preprints202302.0043.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Sentinel 5P; Time-series modelling; Observation versus Prediction; Geo-detector; Remote sensing; Air pollution; Urban transition
Online: 2 February 2023 (11:26:54 CET)
ARTICLE
|
doi:10.20944/preprints202211.0247.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Chemometrics; Wastewater; Hydrochemical Characterization; North Africa; Environmental Science; Groundwater; Data Analysis; Time Series; Multivariate Analysis; Statistics
Online: 14 November 2022 (09:25:04 CET)
ARTICLE
|
doi:10.20944/preprints202209.0425.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
High-dimensional time series; General Dynamic Factor Models; spiked covariance model; reduced-rank process; singular spectrum.
Online: 28 September 2022 (02:02:26 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/preprints202008.0254.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
feature selection; k-means; silhouette measure; clustering; big data; fault classification; sensor data; time-series data
Online: 11 August 2020 (06:26:43 CEST)
ARTICLE
|
doi:10.20944/preprints202002.0318.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
activity recognition; time series classification; neural; networks; deep learning; machine learning; CNNs; LSTMs; many-to-many
Online: 15 April 2020 (08:02:43 CEST)
ARTICLE
|
doi:10.20944/preprints202001.0226.v1
Subject:
Computer Science And Mathematics,
Analysis
Keywords:
Supply Chain Management (SCM); Supply Chain Risk Management (SCRM); risk modelling; time-series analysis; machine learning
Online: 20 January 2020 (10:21:00 CET)
REVIEW
|
doi:10.20944/preprints201911.0252.v1
Subject:
Biology And Life Sciences,
Ecology, Evolution, Behavior And Systematics
Keywords:
data; sequence; information; entropy; genome; gene; proteins; time-series; modeling; meta-genomics; transcriptomics; proteomics; bioinformatics; DNA
Online: 22 November 2019 (02:28:15 CET)
ARTICLE
|
doi:10.20944/preprints201812.0237.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
signal processing; sparse regression; system identification; impulse response; optimization; feature generation; structural dynamics; time series classification
Online: 19 December 2018 (16:21:41 CET)
ARTICLE
|
doi:10.20944/preprints202404.0252.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
air temperature; water temperature; time series; trend analysis; climate change; Sava River; Danube River; confluence; Belgrade; Serbia
Online: 3 April 2024 (11:06:33 CEST)
ARTICLE
|
doi:10.20944/preprints202401.1591.v1
Subject:
Engineering,
Architecture, Building And Construction
Keywords:
high-rise building machine(HBM); steel platform (SP); neural networks (NNs); multivariate time-series (MTS); posture prediction
Online: 22 January 2024 (12:21:38 CET)
ARTICLE
|
doi:10.20944/preprints202301.0533.v1
Subject:
Computer Science And Mathematics,
Data Structures, Algorithms And Complexity
Keywords:
reservoir computing; deep echo state network; neuronal similarity-based iterative pruning merging algorithm; chaotic time series forecast
Online: 30 January 2023 (02:34:13 CET)
ARTICLE
|
doi:10.20944/preprints202206.0205.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
log analysis; monitoring data; anomaly detection; natural language processing; topic modeling; clustering technique; time series anomaly detection
Online: 14 June 2022 (11:10:15 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0049.v2
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
long short-term memory; minimum message length; time series; neural network; deep learning; Bayesian statistics; probabilistic modeling
Online: 12 October 2021 (11:41:30 CEST)
ARTICLE
|
doi:10.20944/preprints202010.0519.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
COVID-19; Machine learning (ML); Grey wolf optimizer (GWO); artificial neural network (ANN); time-series; outbreak prediction
Online: 26 October 2020 (11:57:14 CET)
ARTICLE
|
doi:10.20944/preprints202009.0069.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
fire monitoring; Sentinel-2; time series; Italy wildfires; active fire detection; pre-fire analysis; burned area mapping
Online: 3 September 2020 (15:40:36 CEST)
ARTICLE
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
antenna array; ambience monitoring; deep learning; internet of things (IoT); RF energy harvesting; rectenna; time series prediction
Online: 14 July 2020 (03:21:28 CEST)
ARTICLE
|
doi:10.20944/preprints201710.0068.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
alluvial aquifer; GPS survey; hydrological time-series; autocorrelation; cross-correlation; spectral analysis; mono-fractal analysis; central Italy
Online: 11 October 2017 (11:54:07 CEST)
ARTICLE
|
doi:10.20944/preprints201703.0236.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
fractional ground cover; non-photosynthetic vegetation; landsat; standardised precipitation index; episodic rainfall; landsat; time series; growth-cycles
Online: 31 March 2017 (12:14:25 CEST)
ARTICLE
|
doi:10.20944/preprints202401.0543.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Photovoltaic Systems, Battery Storage, Peak Demand Reduction, Statistical Modeling, Time Series Clustering, Operational Optimization, and Monte Carlo Simulations.
Online: 8 January 2024 (10:03:28 CET)
ARTICLE
|
doi:10.20944/preprints202111.0377.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
deep learning; time series prediction; long short-term memory; recurrent neural network; maximum correlation kurtosis deconvolution; cuckoo search.
Online: 22 November 2021 (10:55:00 CET)
ARTICLE
|
doi:10.20944/preprints202111.0289.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
vegetation decline; multitemporal satellite; time series; remote sensing; Landsat; Theil-Sen estimator; Mann-Kendall test; pollution; heavy metals
Online: 16 November 2021 (11:39:44 CET)
ARTICLE
|
doi:10.20944/preprints202009.0550.v1
Subject:
Biology And Life Sciences,
Other
Keywords:
Heat; Heatwave; Cardiovascular diseases; Respiratory diseases; Hospital admissions; Climate change; ambient temperature; Public health; time series; summer months
Online: 23 September 2020 (10:32:12 CEST)
ARTICLE
Subject:
Physical Sciences,
Astronomy And Astrophysics
Keywords:
supermassive black holes: non-thermal radiation; active galactic nuclei: BL Lacertae objects; galaxies: jets; method: time series analysis
Online: 4 December 2019 (04:32:15 CET)
ARTICLE
|
doi:10.20944/preprints201902.0039.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Volatility; Stocks; Persistence; Exchange Rate, Inflation Rate; Financial Time Series; Generalized Autoregressive Conditional Heteroscedasticity (GARCH); Multivariate GARCH (MGARCH)
Online: 4 February 2019 (14:56:07 CET)
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/preprints201809.0556.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
wave energy converter; model predictive control; comparitive of robustness; embedded integrator; mathematical model; identification methodology; real time series
Online: 28 September 2018 (08:21:41 CEST)
ARTICLE
|
doi:10.20944/preprints202312.2250.v1
Subject:
Medicine And Pharmacology,
Pediatrics, Perinatology And Child Health
Keywords:
pediatric rapid response team; pediatric intensive care units; interrupted time series analysis; cardiopulmonary arrest in children; quasi-experimental study
Online: 29 December 2023 (05:30:31 CET)
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/preprints202302.0017.v1
Subject:
Social Sciences,
Psychology
Keywords:
Digital Mental Health; deprivation; service activity; Mental health concerns; ethnicity; time-series analysis; Covid-19; Text-based online therapy
Online: 2 February 2023 (01:30:05 CET)
ARTICLE
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
semantic segmentation; time series; clustering; deep learning; kernel density estimation; electromechanical actuator; data labelling; prognosis and health management; aeronautics
Online: 26 July 2021 (17:31:56 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0792.v2
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
infinite series, infinity, infinitesimals
Online: 15 April 2024 (08:46:20 CEST)
ARTICLE
|
doi:10.20944/preprints202401.2226.v1
Subject:
Computer Science And Mathematics,
Data Structures, Algorithms And Complexity
Keywords:
Smart Cities; Predictive Analytics; Urban Resilience; Sustainable Urban Development; Geodata; Python; Time Series Analysis; Seasonal Decomposition; Citizens Reports; Big Data
Online: 31 January 2024 (15:05:03 CET)
ARTICLE
|
doi:10.20944/preprints202401.0967.v1
Subject:
Computer Science And Mathematics,
Data Structures, Algorithms And Complexity
Keywords:
Smart Cities; Digital Twins; Predictive Analytics; Artificial intelligence; Urban Resilience; Sustainable Urban Development; GeoDataFrame; Python; Time Series Analysis; Citizens Reports
Online: 12 January 2024 (09:53:15 CET)
ARTICLE
|
doi:10.20944/preprints202306.1464.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
Intelligent maintenance; neural network; attention mechanism; transformer; time series fore-casting; internet of things; cyber physic system; monitoring; artificial intelligence
Online: 21 June 2023 (03:04:16 CEST)
ARTICLE
|
doi:10.20944/preprints202101.0326.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
time series analysis; anomaly detection; neural networks; hypothesis testing; trend 17 analysis; periodicity analysis; cloud applications; pretrained models; transfer learning
Online: 18 January 2021 (12:00:39 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/preprints202312.1917.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
bessel functions; fourier-legendre series; laplace series; generalized hypergeometric functions; polynomial approximations; computational methods
Online: 26 December 2023 (04:20:42 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
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Horizontal East-west velocity; LOS; vertical velocity; InSAR time series; Big Data; PSDS; TomoSAR platform; Sentinel-1; Ho Chi Minh City
Online: 10 September 2021 (11:04:39 CEST)
ARTICLE
|
doi:10.20944/preprints201912.0163.v4
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
ARCH; ARMA; functional data; functional principal components; functional time series; GARCH; invertible linear processes; parameter estimation; stationary solutions; Yule-Walker equation
Online: 23 September 2020 (04:32:09 CEST)
ARTICLE
|
doi:10.20944/preprints202005.0356.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Supervised Learning; Time Series Classification; Jamming Detection; Automatic Modulation Classification; Feature Selection; Genetic Algorithm; Principal Component Analysis; QPSK modulation; APSK modulation
Online: 23 May 2020 (05:10:36 CEST)
REVIEW
|
doi:10.20944/preprints201909.0326.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
anomaly detection; aviation; trajectory; time series; machine learning; deep learning; predictive maintenance; prognostics and health management; condition monitoring; air traffic management
Online: 29 September 2019 (06:14:02 CEST)
ARTICLE
|
doi:10.20944/preprints201809.0283.v1
Subject:
Physical Sciences,
Astronomy And Astrophysics
Keywords:
supermassive black holes: non-thermal radiation; active galactic nuclei: BL lacertae objects: individual: J1043+2408; galaxies: jets; method: time series analysis
Online: 17 September 2018 (06:00:08 CEST)
ARTICLE
|
doi:10.20944/preprints202206.0224.v2
Subject:
Computer Science And Mathematics,
Analysis
Keywords:
asymptotic expansion; Borel-Laplace transform; Fourier series; initial value problem; formal power series; singular perturbation
Online: 15 September 2022 (02:00:35 CEST)