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/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/preprints202407.1246.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
xLSTM; transformer; linear network; time series forecasting; state-space model
Online: 16 July 2024 (04:06:31 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/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/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/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/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)
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/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)
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/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/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/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/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/preprints202409.1003.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
time series of forecasting errors; 3PL; logistics operator; demand forecasting; distribution channels
Online: 12 September 2024 (15:53:20 CEST)
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/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/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/preprints202407.0479.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Generative Adversarial Networks; Conformal Prediction; Stock Forecasting; Uncertainty Quantification; Financial Time Series
Online: 6 July 2024 (05:27:26 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/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/preprints202409.0616.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Cloud computing; Cloud resource usage optimization; Machine learning; Time series forecasting optimization; Cloud FinOps
Online: 9 September 2024 (08:43:26 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/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/preprints202405.0994.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/preprints202408.1084.v1
Subject:
Environmental And Earth Sciences,
Water Science And Technology
Keywords:
flood; river streamflow forecasting; long sequence time series forecasting (LSTF); deep learning; transformers; attention mechanism; Informer model
Online: 16 August 2024 (03:36:37 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/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/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/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/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/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/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/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/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/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/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/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/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/preprints202111.0440.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
time series; NMP algorithm; anomalies; data mining; similarities in time series; clustering
Online: 23 November 2021 (17:51:42 CET)
ARTICLE
|
doi:10.20944/preprints202407.1521.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
temperature forecasting; weather forecasting; time series; augmented Dickey-Fuller test; seasonal autoregressive integrated moving average with eXogenous factors (SARIMAX); root mean squared error; seasonality; climate change
Online: 18 July 2024 (14:27:50 CEST)
BRIEF REPORT
|
doi:10.20944/preprints202207.0407.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Anomaly Detection; Time Series; EWMA
Online: 26 July 2022 (10:50:27 CEST)
ARTICLE
|
doi:10.20944/preprints202011.0388.v4
Online: 3 September 2021 (10:26:53 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0203.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Urban Flood; Dhaka; MIKE+; Real-time flood forecasting; Hydrodynamic modeling
Online: 4 September 2024 (04:50:55 CEST)
ARTICLE
|
doi:10.20944/preprints202303.0026.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Time Series Segmentation; Deep Learning; Multivariate Time Series; Transfer Learning; End-of-Line Testing
Online: 2 March 2023 (01:19:34 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/preprints202312.2168.v1
Subject:
Environmental And Earth Sciences,
Pollution
Keywords:
wavelets; multifractals; time series; air quality
Online: 28 December 2023 (15:00:13 CET)
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/preprints201806.0224.v1
Subject:
Environmental And Earth Sciences,
Geophysics And Geology
Keywords:
SBAS; landslide; danba; time-series; displacement
Online: 14 June 2018 (08:44:11 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/preprints202111.0030.v1
Subject:
Physical Sciences,
Applied Physics
Keywords:
reservoir computing; time series prediction; performance optimisation
Online: 2 November 2021 (10:09:46 CET)
ARTICLE
|
doi:10.20944/preprints202012.0521.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
InSAR; time series; change detection; early warning
Online: 21 December 2020 (12:06:44 CET)
ARTICLE
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
permutation entropy; autocorrelation; time series; order pattern
Online: 5 May 2019 (12:50:33 CEST)
ARTICLE
|
doi:10.20944/preprints202306.1667.v1
Subject:
Environmental And Earth Sciences,
Space And Planetary Science
Keywords:
GNSS time series; time length; missing data; noise analysis; velocity estimation
Online: 23 June 2023 (11:42:43 CEST)
ARTICLE
|
doi:10.20944/preprints201703.0213.v1
Subject:
Engineering,
Transportation Science And Technology
Keywords:
travel time predictability; multiple entropy; travel time series; vehicle trajectory data
Online: 28 March 2017 (17:22:03 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/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/preprints202403.0268.v1
Subject:
Physical Sciences,
Other
Keywords:
quantum finance; financial markets; turbulence; time series analysis
Online: 5 March 2024 (15:07:55 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/preprints202308.2174.v2
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Time-series; data availability; aggregation; long-term analyses
Online: 1 September 2023 (10:10:24 CEST)
ARTICLE
|
doi:10.20944/preprints202306.1705.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
GNSS; Deep Learning; Time Series Prediction; VMD; LSTM
Online: 25 June 2023 (03:34:01 CEST)
ARTICLE
|
doi:10.20944/preprints202306.1537.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep learning; Predictions; Time Series; LSTM, Multivariate; Univariate
Online: 21 June 2023 (11:13:49 CEST)
DATA DESCRIPTOR
|
doi:10.20944/preprints202210.0423.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
time series; machine learning; anomaly detection; transfer learning
Online: 27 October 2022 (07:58:28 CEST)
ARTICLE
|
doi:10.20944/preprints202106.0738.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
time series; homogenization; ACMANT; observed data; data accuracy
Online: 30 June 2021 (13:08:39 CEST)
ARTICLE
|
doi:10.20944/preprints201811.0381.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
financial time series; autocorrelation; models; GARCH; RMSE; MAE
Online: 16 November 2018 (07:11:22 CET)
ARTICLE
|
doi:10.20944/preprints201805.0277.v1
Subject:
Environmental And Earth Sciences,
Geophysics And Geology
Keywords:
Generalized Moments Method; time series; submarine volcano; Nisyros
Online: 22 May 2018 (11:09:41 CEST)
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/preprints201703.0117.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
goodness-of-fit; time series; copulas; GARCH models
Online: 16 March 2017 (09:38:24 CET)
ARTICLE
|
doi:10.20944/preprints202211.0519.v2
Subject:
Engineering,
Civil Engineering
Keywords:
Real-Time; Stormwater; Control Measure; Low-Cost; Machine Learning; Time-series; LSTM
Online: 16 December 2022 (05:21:32 CET)
ARTICLE
|
doi:10.20944/preprints201810.0660.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
dynamic time warping; pattern matching trading system; time series data; sliding window
Online: 29 October 2018 (07:03:51 CET)
ARTICLE
|
doi:10.20944/preprints201803.0033.v2
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Signal Processing; Fourier Series; State Observer; Short Time Fourier Transform; Time-Frequency Analysis
Online: 26 April 2018 (07:53:32 CEST)
REVIEW
|
doi:10.20944/preprints202409.1014.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
machine learning; time series; outbreak; inclusion criteria; PICOS; PRISMA
Online: 14 September 2024 (05:11:33 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0035.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
LiDAR; strip adjustment; multi-temporal; ALS; time series; orientation
Online: 1 July 2024 (08:11:57 CEST)
ARTICLE
|
doi:10.20944/preprints202403.0210.v1
Subject:
Physical Sciences,
Space Science
Keywords:
Multivariate Time Series; Solar Flare; Space Weather; Imbalanced Data
Online: 5 March 2024 (10:55:34 CET)
ARTICLE
|
doi:10.20944/preprints202312.1846.v1
Subject:
Environmental And Earth Sciences,
Water Science And Technology
Keywords:
Vaal Dam; Time Series; Chlorophyll-a; Harmful Algal Blooms
Online: 26 December 2023 (02:52:18 CET)
ARTICLE
|
doi:10.20944/preprints202311.0247.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Dataset; Recurrent Neural Networks; Internet of Things; Time Series.
Online: 3 November 2023 (12:38:10 CET)
ARTICLE
|
doi:10.20944/preprints202305.0389.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
LDA; Topic Modeling; Twitter; Time Series; Sentiment Analysis; CIER
Online: 6 May 2023 (08:13:29 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0752.v1
Subject:
Physical Sciences,
Other
Keywords:
Non-Gaussian time series; MRW; Bohmian quantum; Stock market
Online: 23 April 2023 (03:48:53 CEST)
ARTICLE
|
doi:10.20944/preprints202212.0370.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
apis mellifera; beehive monitoring; remote sensing; time-series prediction
Online: 21 December 2022 (01:28:28 CET)
ARTICLE
|
doi:10.20944/preprints202209.0435.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Federated Learning Strategies; Relational-Regularized Autoencoder; Time-Series Classification
Online: 28 September 2022 (09:06:58 CEST)
ARTICLE
|
doi:10.20944/preprints202201.0260.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
phenology; satellite image time series; vegetation index; Bayesian inference
Online: 18 January 2022 (13:51:27 CET)
ARTICLE
|
doi:10.20944/preprints202111.0565.v1
Subject:
Biology And Life Sciences,
Plant Sciences
Keywords:
Salt stress; Jerusalem artichoke; Time series analysis; RNA-seq
Online: 30 November 2021 (11:55:51 CET)
ARTICLE
|
doi:10.20944/preprints201811.0552.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Additive Outliers, Models, Simulation, Time Series length, R Software
Online: 22 November 2018 (14:56:57 CET)
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/preprints201809.0076.v1
Subject:
Medicine And Pharmacology,
Pharmacology And Toxicology
Keywords:
pharmacovigilance; drug safety; segmented regression; interrupted time series; variation
Online: 5 September 2018 (01:27:54 CEST)
ARTICLE
|
doi:10.20944/preprints201807.0087.v1
Subject:
Business, Economics And Management,
Economics
Keywords:
Nigeria; financial development; economic growth; threshold regression; time series
Online: 5 July 2018 (08:39:38 CEST)
ARTICLE
|
doi:10.20944/preprints202310.1635.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
experimental study on time series prediction methods; investigation on time series model predictions; analysis of the effects of data pre-processing methods on time series prediction; long short-term memory models; stacked autoencoder; wavelet transformation
Online: 25 October 2023 (10:23:19 CEST)
ARTICLE
|
doi:10.20944/preprints202204.0167.v1
Subject:
Computer Science And Mathematics,
Data Structures, Algorithms And Complexity
Keywords:
time series interpolation; phase space reconstruction; takens’ theorem; interpolation; stochastic interpolation; genetic algorithm; time series data; preprocessing; strange attractor; attractor; attractor reconstruction
Online: 18 April 2022 (11:02:00 CEST)
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
ARIMA; parallel computing; anemia; time series analysis; public health; Peru
Online: 31 July 2024 (08:45:02 CEST)
ARTICLE
|
doi:10.20944/preprints202406.1126.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Surrogate models; Time series representation; Symbolic representation; Multi-objective optimization
Online: 17 June 2024 (08:44:50 CEST)
ARTICLE
|
doi:10.20944/preprints202402.1169.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Data availability; aggregation; long-term analyses; terrestrial, vegetation, time series
Online: 21 February 2024 (04:17:00 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/preprints202309.1882.v1
Subject:
Business, Economics And Management,
Finance
Keywords:
financial development and inflation; ARDL approach; causality; time series; Kenya
Online: 28 September 2023 (09:41:32 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1135.v1
Subject:
Biology And Life Sciences,
Biophysics
Keywords:
electrophysiology; neuromuscular junction; Newcomb-Benford´s law; time series; potassium
Online: 18 September 2023 (07:13:33 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0161.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
biometrics; deep learning; time series; feature selection; classification; accelerometer; Sustainability
Online: 2 June 2023 (09:00:51 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0996.v1
Subject:
Biology And Life Sciences,
Biology And Biotechnology
Keywords:
Convolutional Neural Network; Deep Learning; Photoplethysmography; Respiratory Rate; Time Series
Online: 26 April 2023 (13:17:24 CEST)
ARTICLE
|
doi:10.20944/preprints202302.0286.v1
Subject:
Environmental And Earth Sciences,
Geophysics And Geology
Keywords:
Subsidence; Time Series; PS; InSAR; Valle Umbra Basin; Buried Faults
Online: 17 February 2023 (01:38:35 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/preprints202206.0131.v1
Subject:
Medicine And Pharmacology,
Other
Keywords:
photoplethysmogram; nonlinear dynamics; nonlinear time series analysis; data length assessment
Online: 9 June 2022 (02:57:47 CEST)