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/preprints202407.2362.v1
Subject:
Engineering,
Marine Engineering
Keywords:
Floating Offshore Wind Turbine; FOWT; FWT; Renewable Energy; LSTM Neural Networks; Seakeeping; Deep Learning; Time-Series prediction; Machine Learning; Data-Driven Model
Online: 30 July 2024 (10:28:17 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/preprints202403.0888.v1
Subject:
Engineering,
Safety, Risk, Reliability And Quality
Keywords:
Semi-rigid connection; M− θ relationship; Finite element F.E.; Locked chain series system; Reliability index; System reliability index; Target reliability index
Online: 15 March 2024 (05:29:33 CET)
ARTICLE
|
doi:10.20944/preprints202308.1230.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
electricity demand forecasting; model explainability; SHAP values; neural networks; structured time series; genetic programming (GP); symbolic expressions; training timeframe; counterfactuals; actionable features
Online: 17 August 2023 (09:06:07 CEST)
ARTICLE
Subject:
Computer Science And Mathematics,
Analysis
Keywords:
asymptotic expansion; Borel-Laplace transform; Fourier transform; initial value problem; formal power series; linear integro-differential equation; partial differential equation; singular perturbation
Online: 24 December 2019 (14:24:38 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)
ARTICLE
|
doi:10.20944/preprints202305.0524.v1
Subject:
Public Health And Healthcare,
Public, Environmental And Occupational Health
Keywords:
tobacco control; tobacco control legislation; tobacco control measures; tobacco control implementation scale; interrupted time series design; pneumonia hospitalisation rates; smoking-related hospitalisation rates
Online: 8 May 2023 (10:48:08 CEST)
ARTICLE
|
doi:10.20944/preprints202409.2040.v1
Subject:
Mathematics,
Computer Science And Mathematics
Keywords:
Riemann Zeta function; Riemann hypothesis; Fourier series; Gamma function; multiplicative inversion relationship in the complex plane. Euler product formula for prime numbers
Online: 26 September 2024 (03:58:01 CEST)
REVIEW
|
doi:10.20944/preprints202408.0316.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Diffusion Models; Generative Modeling; Synthetic Data Generation; Image Synthesis; Image-to-Image Translation; Text-to-Image Generation; Audio Synthesis; Time Series Forecasting; Anomaly Detection
Online: 6 August 2024 (08:36:05 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0895.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine learning; Financial time series analysis; LSTM; CNN-BiLSTM hybrid models; Stock market prediction
Online: 11 July 2024 (12:24:28 CEST)
ARTICLE
|
doi:10.20944/preprints202405.0813.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
complex system; data science; machine learning; particle markov chain monte carlo; suicide; system dynamics; systems science; time series data; dynamic modeling; mental health research
Online: 13 May 2024 (12:14:48 CEST)
ARTICLE
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
time series; forecasting; neural networks; data preprocessing; training and control samples; coronavirus pandemics; Deductor Studio; data cleaning; partial processing; spectral processing; autocorrelation; sliding windows.
Online: 30 March 2021 (14:16:28 CEST)
ARTICLE
|
doi:10.20944/preprints202303.0323.v1
Subject:
Engineering,
Bioengineering
Keywords:
Multiscale Sample Entropy; Refine Composite Multiscale Entropy; Cerebellar Ataxia; Parkinson’s disease; Trunk acceleration time series; Complexity index; Gait variability; Gait complexity; Gait pattern; Movement disorders
Online: 17 March 2023 (10:11:42 CET)
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/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)
ARTICLE
|
doi:10.20944/preprints202312.0770.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
forensic cyberpsychology; cyberpsychology; predictive analytics; prophet model; behavioral-centric threat intelligence; ISPs; cyber behavioral analysis; cyber forensics; behavioral analysis; time-series analysis; cyber defense
Online: 12 December 2023 (04:13:55 CET)
ARTICLE
|
doi:10.20944/preprints202306.0679.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
renewable energy; solar photovoltaic energy generation; prediction; gradient boosting machine (GBM); gradient boosting regressor (GBR), time series analysis; autoregressive integrated moving average (ARIMA); normalized mean absolute error (nMAE)
Online: 9 June 2023 (07:20:58 CEST)
ARTICLE
|
doi:10.20944/preprints202211.0191.v1
Subject:
Chemistry And Materials Science,
Biomaterials
Keywords:
UHMWPE; relative density; porosity; stress relaxation; operando analysis; Prony series; X-ray to-mography; Small Angle X-ray Scattering (SAXS); Dyben 1.0 miniature 1 kN universal mechanical testing
Online: 10 November 2022 (05:58:50 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/preprints202402.1667.v1
Subject:
Computer Science And Mathematics,
Mathematics
Keywords:
Gohar fractional calculus; Gohar fractional Laplace transform; Gohar fractional power series expansion; Left and right Gohar fractional derivatives; Left and right Gohar fractional integrals
Online: 29 February 2024 (09:13:33 CET)
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/preprints202407.1769.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
SHAP; LightGBM; $\ell^1$ regularization; electricity self-sufficiency rate; household energy data; time-series data; questionnaire survey; renewable energy sources; Net zero-energy houses; correlation matrix; energy policies; smart houses; HEMS
Online: 23 July 2024 (09:52:05 CEST)
REVIEW
|
doi:10.20944/preprints202404.1667.v1
Subject:
Business, Economics And Management,
Finance
Keywords:
Machine Learning (ML); Bond Market Analysis; FinTech; Supervised Learning; Unsupervised Learning; Neural Networks; Deep Learning; Time Series Analysis; Bond Market Forecasting; Risk Management in Finance; Algorithmic Trading; Data Preprocessing in Finance; Model Overfitting
Online: 25 April 2024 (11:20:21 CEST)
ARTICLE
Subject:
Physical Sciences,
Mathematical Physics
Keywords:
quantum mechanics; algebraic geometry; commutative algebra; Grönber basis; primary ideal decomposition; eigenvalue problem in quantum mechanics; molecular orbital theory; quantum chemistry; first principles electronic structure calculation; symbolic computation; symbolic-numeric solving; Hartree-Fock theory; molecular integral; Taylor series; polynomial approximation; algebraic molecular orbital equation
Online: 26 December 2019 (02:17:44 CET)
ARTICLE
|
doi:10.20944/preprints202406.1554.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Multi-Agent Systems (MAS), Machine Learning Pipelines, Supervised Learning, Data Science
Automation, Large Language Models (LLM), Reinforcement Learning (RL), Time Series Forecasting, AI Agents,
Open-Source Framework, Model Efficiency, Task Automation · Scalability in Machine Learning, Model Adaptability,
Collaborative AI Systems, Machine Learning Workflow Optimization
Automation, Large Language Models (LLM), Reinforcement Learning (RL), Time Series Forecasting, AI Agents,
Open-Source Framework, Model Efficiency, Task Automation · Scalability in Machine Learning, Model Adaptability,
Collaborative AI Systems, Machine Learning Workflow Optimization
Online: 24 June 2024 (09:50:32 CEST)