ARTICLE
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
arm motion recognition; micro-doppler signature; time series analysis; dynamic time warping; long short-term memory
Online: 16 December 2019 (11:42:44 CET)
REVIEW
|
doi:10.20944/preprints202208.0493.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
systematic review; time series classification; digital biomarkers; machine learning; feature engineering
Online: 29 August 2022 (12:42:39 CEST)
ARTICLE
|
doi:10.20944/preprints202401.1543.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Electric Power System; Empirical Mode Decomposition; Rocket Algorithm; Time Series Classification.
Online: 22 January 2024 (09:52:24 CET)
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/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/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)
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/preprints201908.0320.v2
Subject:
Computer Science And Mathematics,
Signal Processing
Keywords:
Electrocardiography Analysis; Persistence Landscape; Signal Analysis; Machine Learning; Topological Data Analysis; Topological Signal Signature; Classification; Time Series Analysis; Biomedical Signal Analysis; Persistence Homology
Online: 2 August 2023 (10:33:09 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/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/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/preprints202404.0375.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Multivariate Time Series Classification; Human Motion Recognition; Human Activity Recognition; Medical Signal Classification; Two-stream Model; Depthwise Separable Convolution; Differential LSTM network
Online: 4 April 2024 (12:13:54 CEST)
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/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/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/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/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/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/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/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/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/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/preprints202306.0240.v1
Subject:
Environmental And Earth Sciences,
Pollution
Keywords:
deep learning; PM10; environmental forecasting; chaotic time series; Arctic
Online: 5 June 2023 (05:04:24 CEST)
ARTICLE
|
doi:10.20944/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/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/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)
REVIEW
|
doi:10.20944/preprints202208.0031.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
LSTM; GMDH; ANFIS; Ensemble Learning Models; Wavelet; Time Series Forecasting
Online: 2 August 2022 (03:50:14 CEST)
ARTICLE
|
doi:10.20944/preprints202206.0131.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)
ARTICLE
|
doi:10.20944/preprints202202.0111.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Transformer; human activity recognition; time series; sequence-to-sequence prediction
Online: 8 February 2022 (13:09:21 CET)
ARTICLE
|
doi:10.20944/preprints202012.0611.v1
Subject:
Business, Economics And Management,
Economics
Keywords:
Time-series analysis; Foreign Direct Investment; economic growth; Bangladesh economy
Online: 24 December 2020 (09:30:19 CET)
ARTICLE
|
doi:10.20944/preprints202010.0255.v1
Subject:
Biology And Life Sciences,
Plant Sciences
Keywords:
time series; entropy; average mutual information; stochastic process; deterministic dynamics
Online: 12 October 2020 (16:12:14 CEST)
ARTICLE
|
doi:10.20944/preprints202009.0141.v2
Subject:
Physical Sciences,
Mathematical Physics
Keywords:
nonlinearity; approximants; critical phenomena; permeability; relaxation phenomena; time series; crashes
Online: 11 September 2020 (08:44:02 CEST)
ARTICLE
|
doi:10.20944/preprints202007.0154.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
spatiotemporal; time series; bi-temporal; ground-based LiDAR; tree growth
Online: 8 July 2020 (11:56:08 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/preprints201912.0392.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
time series; lake changes; remote sensing; inland lake; lake disturbance
Online: 30 December 2019 (04:45:43 CET)
ARTICLE
|
doi:10.20944/preprints201912.0007.v1
Subject:
Social Sciences,
Geography, Planning And Development
Keywords:
urban; growth model; forecast; built; settlement; machine learning; time series
Online: 2 December 2019 (05:15:03 CET)
ARTICLE
|
doi:10.20944/preprints201908.0294.v1
Subject:
Physical Sciences,
Mathematical Physics
Keywords:
time series; Colorado River; water supply; cross-validation; decadal prediction
Online: 28 August 2019 (11:32:10 CEST)
ARTICLE
|
doi:10.20944/preprints201806.0327.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Gap filling, M-SSA, Monte Carlo test, Time series, LST
Online: 20 June 2018 (16:25:07 CEST)
ARTICLE
|
doi:10.20944/preprints202402.1207.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
daily precipitation; time of observation; time series; aggregation method; adjustment method; hourly dataset; daily extremes
Online: 22 February 2024 (01:19:32 CET)
ARTICLE
|
doi:10.20944/preprints202001.0106.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
information theory; transfer entropy; time-delayed mutual information; data processing inequality; time series; causal tensor
Online: 11 January 2020 (11:24:45 CET)
ARTICLE
|
doi:10.20944/preprints202405.0829.v1
Subject:
Computer Science And Mathematics,
Signal Processing
Keywords:
valvular heart diseases; phonocardiogram; time-frequency representations; machine learning algorithms; time-frequency representations
Online: 13 May 2024 (10:34:24 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1020.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Time series forecasting; LSTM; Bi-LSTM; Deep learning; ARIMA; SARIMA; Energy
Online: 15 May 2024 (10:49:00 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1959.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Anomaly prediction; Smart manufacturing; Assembly processes; Sensor data; Time series analysis
Online: 30 April 2024 (04:56:55 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/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/preprints202312.1510.v1
Subject:
Biology And Life Sciences,
Aquatic Science
Keywords:
water quality; phytoplankton; trophic state; time series; climate change; reservoir management
Online: 20 December 2023 (09:38:44 CET)
ARTICLE
|
doi:10.20944/preprints202310.2027.v1
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
Philippines; flood-prone area; MODIS; time-series data; remote sensing; rice
Online: 31 October 2023 (08:16:03 CET)
ARTICLE
|
doi:10.20944/preprints202310.1457.v1
Subject:
Environmental And Earth Sciences,
Oceanography
Keywords:
sea level change; deep learning; time series prediction; VMD; EEMD; LSTM
Online: 24 October 2023 (04:06:59 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/preprints202304.0119.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Sensor Fusion; IIOT; IOT; Precision Agriculture; Time Series data; Predictive model
Online: 11 April 2023 (10:24:24 CEST)
ARTICLE
|
doi:10.20944/preprints202206.0251.v2
Subject:
Environmental And Earth Sciences,
Geophysics And Geology
Keywords:
InSAR; deformation; synthetic data; ensemble methods; uncertainty estimate; time series analysis
Online: 19 January 2023 (11:50:03 CET)
ARTICLE
|
doi:10.20944/preprints202105.0356.v1
Subject:
Business, Economics And Management,
Accounting And Taxation
Keywords:
VIIRS; DMSP; GDP; nighttime lights; cross-sectional; time-series; economic statistics
Online: 14 May 2021 (17:10:27 CEST)
ARTICLE
|
doi:10.20944/preprints202104.0745.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
green effect; pipelines; remote monitoring; data analysis; machine learning; time series
Online: 28 April 2021 (10:39:31 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/preprints202009.0673.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
forest monitoring; drought; time series satellite data; Bowen ratio; carbon flux
Online: 27 September 2020 (10:25:33 CEST)
ARTICLE
|
doi:10.20944/preprints202009.0625.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Turgor; Sentinel-2; Vegetation spectral indices; Kiwi; SWIR/NIR; time-series
Online: 26 September 2020 (12:07:40 CEST)
ARTICLE
|
doi:10.20944/preprints202008.0213.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Clustering; Pattern Discovery; Time series; Multi-Level Spectral Clustering; English Channel
Online: 8 August 2020 (18:00:26 CEST)