ARTICLE
|
doi:10.20944/preprints202304.0841.v1
Subject:
Social Sciences,
Psychiatry And Mental Health
Keywords:
prediction; Public Health Support; Psychological Well-being; Conspiracy Theories beliefs; precarity; ontological uncertainty; affective polarization
Online: 24 April 2023 (09:35:28 CEST)
ARTICLE
|
doi:10.20944/preprints202212.0062.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
graph neural network; motif-based representation; molecular property prediction; graph matching; interpretability; GPU-enabled accelerating.
Online: 5 December 2022 (06:57:41 CET)
ARTICLE
|
doi:10.20944/preprints202208.0124.v1
Subject:
Social Sciences,
Education
Keywords:
Digital Systems; Educational Systems; State-space Models; Optimal Control; Long-term learning prediction; Learning Analytics
Online: 5 August 2022 (14:37:36 CEST)
REVIEW
|
doi:10.20944/preprints202204.0289.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
stroke; CNS; ischaemic; haemorrhagic; biomarker; panel; young adults; children; triage; specifici-ty; sensitivity; prediction values
Online: 29 April 2022 (07:44:11 CEST)
ARTICLE
|
doi:10.20944/preprints202201.0445.v1
Subject:
Computer Science And Mathematics,
Data Structures, Algorithms And Complexity
Keywords:
data mining; predictive analytics; Internet of Things; peasant farming; smart farming system; crop production prediction
Online: 31 January 2022 (10:58:30 CET)
ARTICLE
|
doi:10.20944/preprints202110.0237.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Software reliability; deep learning; long short-term memory; project similarity and clustering; cross-project prediction
Online: 18 October 2021 (10:33:39 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)
REVIEW
|
doi:10.20944/preprints202108.0283.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Type 1 diabetes; human leukocyte antigen; Kuwait Type 1 Diabetes Study; Islet autoantibodies; Insulin; prediction
Online: 13 August 2021 (08:19:26 CEST)
ARTICLE
|
doi:10.20944/preprints202108.0028.v1
Subject:
Business, Economics And Management,
Finance
Keywords:
Financial Analytics, Parametric and Non-parametric, Credit card fraud detection, bankruptcy detection, loan default prediction
Online: 2 August 2021 (12:15:52 CEST)
REVIEW
|
doi:10.20944/preprints202107.0164.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
electric vehicles; machine learning; Kalman filter; thermal modelling; online prediction; electromagnetic impedance spectroscopy; computational cost
Online: 6 July 2021 (17:34:49 CEST)
ARTICLE
|
doi:10.20944/preprints202105.0453.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
dairy cattle; prediction model; methane conversion factor; dry matter intake; fatty acid; neutral detergent fiber
Online: 19 May 2021 (16:49:00 CEST)
ARTICLE
|
doi:10.20944/preprints202010.0613.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
Gas emission prediction; grey theory; RBF neural network model; improved grey RBF neural network model
Online: 29 October 2020 (13:22:44 CET)
ARTICLE
|
doi:10.20944/preprints202008.0108.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
sustainable distribution; food perishability; multi-objective optimization; temperature prediction; shelf life; food waste; NSGA-II
Online: 5 August 2020 (04:34:06 CEST)
ARTICLE
|
doi:10.20944/preprints202002.0411.v2
Subject:
Engineering,
Civil Engineering
Keywords:
transportation infrastructure; flexible pavement; structural number prediction; Gaussian process regression; m5p model tree; random forest
Online: 9 June 2020 (11:35:32 CEST)
ARTICLE
|
doi:10.20944/preprints202004.0118.v1
Subject:
Engineering,
Civil Engineering
Keywords:
debris flow; prediction; numerical simulation; high-performance computing; slope failure; sediment-laden flood; uncertainty analysis
Online: 8 April 2020 (05:08:37 CEST)
BRIEF REPORT
|
doi:10.20944/preprints202004.0043.v1
Subject:
Medicine And Pharmacology,
Pediatrics, Perinatology And Child Health
Keywords:
lactation; physiology-based lactation models; drug exposure prediction; fasting; drug safety; newborn; infant; human milk
Online: 6 April 2020 (09:11:05 CEST)
REVIEW
|
doi:10.20944/preprints201912.0131.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
single nucleotide polymorphism; docking; molecular dynamics; in-silico studies; protein dynamics; missense; prediction algorithm; mutation
Online: 10 December 2019 (07:56:43 CET)
ARTICLE
|
doi:10.20944/preprints201908.0131.v1
Subject:
Biology And Life Sciences,
Anatomy And Physiology
Keywords:
pharmacogenomics; immune checkpoint blockade; immunotherapy; drug response prediction; algorithm; mathematical model; precision medicine; personalized medicine
Online: 11 August 2019 (14:51:14 CEST)
ARTICLE
|
doi:10.20944/preprints201812.0340.v2
Subject:
Business, Economics And Management,
Marketing
Keywords:
big data; sales prediction; online word-of-mouth; dynamic topic model; dimension heat; dimension sentiment
Online: 29 December 2018 (05:28:21 CET)
ARTICLE
|
doi:10.20944/preprints201809.0038.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Karenia brevis, harmful algal bloom (HAB), moderate resolution imaging Spectroradiometer (MODIS), prediction, chlorophyll, multivariate regression
Online: 3 September 2018 (13:52:41 CEST)
ARTICLE
|
doi:10.20944/preprints201808.0139.v2
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Forest Fire; Prediction Model; Energy-Efficient; Sensors; WSN; X-MAC; Hybrid; Adaptive; Duty-Cycle; Protocol
Online: 3 September 2018 (10:09:11 CEST)
ARTICLE
|
doi:10.20944/preprints201807.0086.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
vibration measurement; frequency prediction; deep learning; convolutional neural network; photogrammetry; computer vison; non-contact measurement
Online: 5 July 2018 (08:31:00 CEST)
ARTICLE
|
doi:10.20944/preprints201608.0149.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
landsat 8 OLI; Nalban Lake; East Kolkata Wetland; chlorophyll-a prediction; study points; validation points
Online: 15 August 2016 (13:51:19 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)
SHORT NOTE
|
doi:10.20944/preprints202409.1457.v1
Subject:
Public Health And Healthcare,
Other
Keywords:
Dengue fever; early warning systems; hybrid model; artificial intelligence; machine learning; outbreak prediction; low-resource settings
Online: 19 September 2024 (11:24:01 CEST)
ARTICLE
|
doi:10.20944/preprints202408.1178.v1
Subject:
Engineering,
Bioengineering
Keywords:
arrhythmias; paroxysmal atrial fibrillation; electrocardiogram; heart rate variability; deep learning; onset prediction; real-time; monitoring; algorithm
Online: 15 August 2024 (14:29:37 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1797.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Napa cabbage; fresh weight prediction; unmanned aerial vehicle (UAV); multi-sensor fusion; deep learning; precision agriculture
Online: 23 July 2024 (12:26:16 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1980.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Carbon sinks; Linear sink model; CO2 concentration prediction; Equilibrium concentration; Temperature dependence; VOSTOK Ice core data
Online: 30 April 2024 (11:46:39 CEST)
ARTICLE
|
doi:10.20944/preprints202403.0685.v1
Subject:
Computer Science And Mathematics,
Software
Keywords:
Software Defect Prediction; Machine Learning; Software Quality Metrics; Software Quality Management; Embedded Software for Telecommunication Systems
Online: 12 March 2024 (08:04:00 CET)
ARTICLE
|
doi:10.20944/preprints202402.1235.v1
Subject:
Business, Economics And Management,
Other
Keywords:
Impact Assessment; Territorial analysis; Post-Mining planning; Risks and opportunities; Impact Modelling; Prediction; Stakeholder management; Transition
Online: 21 February 2024 (15:43:03 CET)
ARTICLE
|
doi:10.20944/preprints202310.1743.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
prediction capabilities for website defacement; website defacement assessment; classification metrics for website hackticism; website defacement risks
Online: 27 October 2023 (05:27:14 CEST)
ARTICLE
|
doi:10.20944/preprints202309.0783.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Meteorological drought; Hydrological drought; Drought risk prediction; future climate and land use land cover change scenarios
Online: 13 September 2023 (02:41:43 CEST)
REVIEW
|
doi:10.20944/preprints202308.1395.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Artificial Intelligence; Machine Learning; Soil Nutrients Analysis; Soil Fertility Prediction; smart soil fertility management; smart farming
Online: 21 August 2023 (10:32:32 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1358.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
artificial intelligence; classification models; educational data mining; educational machine learning; feature selection; student performance prediction; taxonomy
Online: 18 August 2023 (09:52:57 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/preprints202306.0692.v1
Subject:
Medicine And Pharmacology,
Pharmacy
Keywords:
Valproic acid; GastroPlus based prediction; Cationic nanoemulsion; Gels; In vitro– ex vivo permeation profile; CLSM study
Online: 9 June 2023 (09:20:55 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0353.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
radiomics; radiotherapy; artificial intelligence (AI; prognosis prediction; clinical factors; machine learning; non-small cell lung cancer
Online: 5 June 2023 (16:32:52 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/preprints202209.0109.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Kalman filter; median filter; impulse noise; estimate prediction; object distance determination; lidar; value calibration; point cloud.
Online: 7 September 2022 (10:20:49 CEST)
REVIEW
|
doi:10.20944/preprints202202.0042.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
plant breeding; two-part strategy; recurrent selection; population improvement; product development; optimization; genetic gain; cross-prediction
Online: 2 February 2022 (18:07:58 CET)
ARTICLE
|
doi:10.20944/preprints202111.0447.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
Immunotherapy; immune-checkpoint inhibitor; response prediction; men and women; pembrolizumab; nivolumab; atezolizumab; ECOG; CRP; chemo-immunotherapy
Online: 24 November 2021 (09:02:46 CET)
ARTICLE
|
doi:10.20944/preprints202109.0240.v1
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
Gene Silencing; Host–Virus Interaction; RNA Interference; Saccharum officinarum; Sugarcane Yellow Leaf Virus and Target Prediction
Online: 14 September 2021 (12:43:22 CEST)
ARTICLE
|
doi:10.20944/preprints202002.0381.v2
Subject:
Medicine And Pharmacology,
Pathology And Pathobiology
Keywords:
SARS-CoV2; corona virus; glycopeptide; N-linked glycans; mass spectrometry; antibody; cryo-EM structure; crystal structures; epitope prediction
Online: 13 April 2020 (11:09:29 CEST)
REVIEW
|
doi:10.20944/preprints201911.0085.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
mendelian disease; diagnostics; variant interpretation; variant prioritization; rna splicing; bioinformatics; machine learning; genomic medicine; effect prediction
Online: 8 November 2019 (04:07:16 CET)
ARTICLE
|
doi:10.20944/preprints201909.0333.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
steeply inclined and extremely thick coal seam; horizontal sublevel top-coal caving; gas prediction; numerical simulation
Online: 29 September 2019 (10:53:02 CEST)
ARTICLE
|
doi:10.20944/preprints201805.0248.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
software fault prediction; data preprocessing; feature selection; rough set theory; class imbalance; noise filter; easy ensemble
Online: 17 May 2018 (13:01:51 CEST)
ARTICLE
|
doi:10.20944/preprints201712.0100.v2
Subject:
Environmental And Earth Sciences,
Geophysics And Geology
Keywords:
cold-water coral; carbonate mound; habitat mapping; spatial prediction; image segmentation; GEOBIA; random forest; accuracy, confidence
Online: 18 January 2018 (16:08:36 CET)
ARTICLE
|
doi:10.20944/preprints201607.0069.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Principal of prediction; random sequences; recurrence; Law of Large Numbers; exponential; normal; bivariate; distribution; Entropy; Information
Online: 23 July 2016 (09:25:13 CEST)
ARTICLE
|
doi:10.20944/preprints202409.1043.v1
Subject:
Business, Economics And Management,
Business And Management
Keywords:
Agribusiness Construction; Contract Profitability Prediction; Machine Learning; Vector Space Model; Kernel Ridge Regression (KRR); Driven Decision Making
Online: 13 September 2024 (04:25:28 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0689.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
molecular dynamics simulation; protein; single amino acid substitution; protein local physicochemical environment; tensors; variant effect prediction; FireProtDB
Online: 9 September 2024 (12:43:25 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0464.v1
Subject:
Engineering,
Transportation Science And Technology
Keywords:
Large-scale urban parking prediction; Real-time parking service capacity; Graph coarsening; Temporal convolutional autoencoder; Graph attention
Online: 5 September 2024 (12:07:32 CEST)
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Satellite Navigation System; Satellite Clock Bias Prediction; BWO Optimization Algorithm; CNN; BiGRU; Attention Mechanism; Time and Frequency
Online: 22 August 2024 (15:08:09 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1333.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Heart Disease Prediction; Machine Learning; XGBoost; Gradient Boosting; LSTM (Long Short-Term Memory); SHAP (SHapley Additive exPlanations)
Online: 16 July 2024 (12:35:00 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1854.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
citation prediction; machine learning; data mining; graph mining; feature extraction; multilabel classification; pagerank; betweenness centrality
Online: 29 April 2024 (04:22:54 CEST)
REVIEW
|
doi:10.20944/preprints202404.0442.v1
Subject:
Engineering,
Chemical Engineering
Keywords:
Intelligent petroleum processing; petroleum products optimization; machine learning techniques; gasoline property prediction; process control and operational efficiency
Online: 5 April 2024 (13:18:04 CEST)
ARTICLE
|
doi:10.20944/preprints202402.1590.v1
Subject:
Environmental And Earth Sciences,
Space And Planetary Science
Keywords:
solar flare; geomagnetic field variations; geomagnetically induced currents; electromagnetic earthquake triggering; aerosol emission; short-term earthquake prediction
Online: 28 February 2024 (09:39:18 CET)
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/preprints202311.1019.v1
Subject:
Chemistry And Materials Science,
Materials Science And Technology
Keywords:
2,2’ -thiodiacetic acid; 2,6-diaminopurine; N9-(2-hydroxyethyl)adenine; crystal structures; molecular salts; proton transfer prediction
Online: 15 November 2023 (13:52:51 CET)
ARTICLE
|
doi:10.20944/preprints202310.1573.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Machine learning; steel fiber reinforced concrete (SFRC); feature importance; partial dependence plots; prediction model; graphical user interface.
Online: 25 October 2023 (11:44:42 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1992.v1
Subject:
Biology And Life Sciences,
Biology And Biotechnology
Keywords:
Cotton leaf curl Kokhran virus; microRNAs; RNA interference; prediction; computational algorithms; target binding sites; host-virus interaction
Online: 28 September 2023 (18:36:58 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1472.v1
Subject:
Engineering,
Safety, Risk, Reliability And Quality
Keywords:
Crash Prediction Model; Safety Performance Function; Highway Safety Manual; Negative Binomial Regression; Model Diagnostic; Context Classification System
Online: 21 August 2023 (12:01:58 CEST)
ARTICLE
|
doi:10.20944/preprints202307.1070.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
thunderstorms; convective available potential energy (CAPE); climate change; alaro model; numerical weather prediction models; stenvs; shear; Belgium
Online: 17 July 2023 (11:26:18 CEST)
ARTICLE
|
doi:10.20944/preprints202306.2253.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Epilepsy; Seizure Prediction; Preictal; Federated Learning (FL); Spiking Encoder; Graph Convolutional Neural Network (GCNN); Patient-specific Personalization
Online: 30 June 2023 (14:48:14 CEST)
REVIEW
|
doi:10.20944/preprints202305.0196.v1
Subject:
Medicine And Pharmacology,
Endocrinology And Metabolism
Keywords:
Enzyme-linked immunosorbent assay; Epitope, Glutamic acid decarboxylase; Latent-autoimmune diabetes in adults; Prediction; Type 1 diabetes
Online: 4 May 2023 (05:18:16 CEST)
ARTICLE
|
doi:10.20944/preprints202304.1190.v1
Subject:
Medicine And Pharmacology,
Pediatrics, Perinatology And Child Health
Keywords:
Birth asphyxia; nSOFA; outcome prediction; neonate; Hypoxic-ischemic encephalopathy (HIE); therapeutic hypothermia; resuscitation; organ dysfunction; biomarker; mortality
Online: 29 April 2023 (02:52:55 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0785.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Wind Speed Prediction; Variational Mode Decomposition (VMD); Autoregressive Moving Average(ARMA); Broad Learning System (BLS); Error Compensation
Online: 23 April 2023 (07:36:46 CEST)
ARTICLE
|
doi:10.20944/preprints202210.0139.v1
Subject:
Engineering,
Architecture, Building And Construction
Keywords:
concrete dams; prediction model; empirical modal decomposition method; wavelet threshold; sparrow search algorithm; long short-term memory
Online: 11 October 2022 (04:32:08 CEST)
ARTICLE
|
doi:10.20944/preprints202206.0238.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
neural networks; satellite images; class imbalance; feature attribution; lightning prediction; nowcasting; short-term forecasts; machine learning; meteorology
Online: 16 June 2022 (10:48:59 CEST)
ARTICLE
|
doi:10.20944/preprints202206.0202.v1
Subject:
Business, Economics And Management,
Economics
Keywords:
Machine Learning; Clusterization; Elbow Method; Prediction; Correlation Matrix; Principal Component Analysis; Binary and non-Binary regression models
Online: 14 June 2022 (09:54:46 CEST)
ARTICLE
|
doi:10.20944/preprints202201.0413.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
Burr; deburring; abrasive flow machining; objective function; intersecting holes with offset; ANSYS Fluent; prediction of deburring performance
Online: 27 January 2022 (11:09:30 CET)
ARTICLE
|
doi:10.20944/preprints202112.0264.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
concussion; mild traumatic brain injury; working memory; long-term cognitive outcome; support vector machine classifier; personalized prediction
Online: 16 December 2021 (10:24:08 CET)
REVIEW
|
doi:10.20944/preprints202111.0044.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep reinforcement learning; model-based RL; hierarchy; trading; cryptocurrency; foreign exchange; stock market; risk; prediction; reward shaping
Online: 2 November 2021 (10:57:23 CET)
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/preprints201907.0351.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
evaporation; meteorological parameters; Gaussian process regression; support vector regression; machine learning modeling; hydrology; prediction; data science; hydroinformatics
Online: 31 July 2019 (10:58:29 CEST)
ARTICLE
|
doi:10.20944/preprints201805.0120.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
cost prediction of substation projects; improved least square support vector machine; wolf pack algorithm; data inconsistency rate
Online: 8 May 2018 (05:01:45 CEST)
ARTICLE
|
doi:10.20944/preprints201707.0050.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
ventilation process prediction; safety of mine ventilation system; sensitivity of the main air flows in ventilation subnetworks
Online: 18 July 2017 (12:27:46 CEST)
ARTICLE
|
doi:10.20944/preprints202408.0836.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep Learning; LSTM; RNN; EDA; Financial Time Series Prediction; Volatility Estimators; Stock Indices; FX Rates; EUR; USD; Python
Online: 16 August 2024 (09:01:56 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1625.v1
Subject:
Environmental And Earth Sciences,
Oceanography
Keywords:
machine learning; geosciences; lagrangian simulation; sea surface currents velocities prediction; oceanography; environmental modelling; marine debris simulation; marine conservation
Online: 22 July 2024 (05:52:31 CEST)
ARTICLE
|
doi:10.20944/preprints202406.2069.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep learning models; Financial risk prediction; Generative adversarial networks (GANs); Value at Risk (VaR); Model integration
Online: 29 June 2024 (05:57:56 CEST)
ARTICLE
|
doi:10.20944/preprints202405.0037.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Linked Statistical Data; Knowledge Graphs; Graph Neural Networks; Explainable Artificial Intelligence; House Price Prediction; Explainable Graph Neural Networks
Online: 1 May 2024 (07:33:52 CEST)
REVIEW
|
doi:10.20944/preprints202404.0172.v1
Subject:
Public Health And Healthcare,
Primary Health Care
Keywords:
cardiorespiratory fitness; estimated CRF; metabolic risk factors; noncommunicable diseases; public health; eCRF prediction models; hypertension; hyperglycemia; dyslipidemia; obesity
Online: 2 April 2024 (10:32:26 CEST)
ARTICLE
|
doi:10.20944/preprints202401.0692.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
multi-objective genetic algorithms; neural networks; forecasting models; ensemble models; prediction intervals; probabilistic forecasting; day-ahead energy markets.
Online: 9 January 2024 (10:16:12 CET)
ARTICLE
|
doi:10.20944/preprints202312.1937.v1
Subject:
Physical Sciences,
Other
Keywords:
Remote Sensing; Space Weather; Exterme Events; Solar-Terrestrial relationsnsip; Weather prediction; Atmospheric Electric Field; Geomagneticallt induced lectric currents
Online: 26 December 2023 (06:12:57 CET)
ARTICLE
|
doi:10.20944/preprints202308.1351.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
modular neural networks; convolutional neural networks; recurrent neural networks; rational choice theory; price fluctuations; sentiment analysis; Forex prediction
Online: 18 August 2023 (09:36:17 CEST)
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/preprints202111.0181.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
human-robot interaction; human-robot collaboration; collaborative robots; motion planning; robot control; human motion prediction; human-following robots
Online: 9 November 2021 (14:12:17 CET)
ARTICLE
|
doi:10.20944/preprints202107.0128.v1
Subject:
Chemistry And Materials Science,
Biomaterials
Keywords:
Spectrally selective coating; Optical properties; Thermal stability; High temperature emissivity; Energy activation; Prediction of lifetime test; Thermal aging.
Online: 6 July 2021 (09:29:09 CEST)
ARTICLE
|
doi:10.20944/preprints202105.0524.v1
Subject:
Medicine And Pharmacology,
Immunology And Allergy
Keywords:
Hsp70; sandwich ELISA; liquid biopsy; tumor biomarker; exosomes; prediction; response monitoring; non-small cell lung carcinoma (NSCLC); glioblastoma
Online: 21 May 2021 (15:06:37 CEST)
REVIEW
|
doi:10.20944/preprints202008.0527.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
transcriptional regulation; reaction theory; prediction of promoters; one-dimensional diffusion; rate equation; detailed balance; antenna effect; physicochemical techniques
Online: 24 August 2020 (10:09:12 CEST)
ARTICLE
|
doi:10.20944/preprints201806.0013.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
sustainability; trust; distress; transport services; road freight transport; modal shift potential; shift paradigm; modelling; prediction; General Discriminant Analysis
Online: 1 June 2018 (10:44:39 CEST)
ARTICLE
|
doi:10.20944/preprints202409.1222.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Incipient Fault Prediction; Power Grid; Smart Grid; Data Compression; Event Forecasting; State Estimation; Real-Time Grid Analysis; Image Registration
Online: 16 September 2024 (11:35:09 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0243.v1
Subject:
Engineering,
Civil Engineering
Keywords:
artificial neural networks; bagging technique; ensemble learning; geotechnical engineering; liquefaction prediction; machine learning in geology; smart cities; urban resilience
Online: 3 September 2024 (18:10:18 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/preprints202408.1078.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
RNA structure prediction; K-type pseudoknots; M-type pseudoknots; syntactic pattern recognition; context-free grammar; secondary structure; computational biology
Online: 14 August 2024 (14:39:34 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1320.v1
Subject:
Computer Science And Mathematics,
Computer Networks And Communications
Keywords:
5G networks; network slicing; network slice orchestration; resource management; resource allocation; machine learning; supervised learning; reinforcement learning; traffic prediction
Online: 16 July 2024 (11:56:48 CEST)
ARTICLE
|
doi:10.20944/preprints202406.2037.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
solar greenhouse; internet of things; tomato growth model; deep learning; multi-step space-time prediction
Online: 1 July 2024 (04:02:41 CEST)
ARTICLE
|
doi:10.20944/preprints202406.1437.v1
Subject:
Medicine And Pharmacology,
Cardiac And Cardiovascular Systems
Keywords:
acute ischemic stroke; AIS; cryptogenic stroke; patent foramen ovale; PFO; RoPE score; risk of paradoxical embolism; risk stratification; prediction
Online: 20 June 2024 (15:09:01 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1028.v1
Subject:
Engineering,
Safety, Risk, Reliability And Quality
Keywords:
Machine Learning; Imbalance; Software Defect Prediction; NASA MDP; Random Forest; Software Quality; Generalization; Cost-Sensitive; Cross-language; Cross-Project
Online: 16 May 2024 (08:17:00 CEST)
ARTICLE
|
doi:10.20944/preprints202403.1676.v1
Subject:
Engineering,
Civil Engineering
Keywords:
modular steel buildings (MSBs); interlocking inter-module connections (IMCs); numerical model; plate thickness optimisation; machine learning slip prediction model
Online: 27 March 2024 (11:42:20 CET)