ARTICLE
|
doi:10.20944/preprints202111.0303.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Microvascular complications; Cardiac autonomic neuropathy; Diabetic peripheral neuropathy; Diabetic nephropathy; Diabetic retinopathy; patient profiles; machine learning
Online: 17 November 2021 (11:54:23 CET)
ARTICLE
|
doi:10.20944/preprints202106.0635.v1
Subject:
Social Sciences,
Psychology
Keywords:
Fast learning; Bayes’ theorem; navigation; language; spatial cognition; feature structures; unification; generalization; dynamic binding; metadata multiplexing.
Online: 28 June 2021 (10:06:07 CEST)
ARTICLE
|
doi:10.20944/preprints202106.0053.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
Mindfulness; stress; COVID-1; CSQ-8; Natural Language Processing; Deep Learning; Embedding; IMDB; Swivel; Neural Networks.
Online: 2 June 2021 (08:40:48 CEST)
ARTICLE
|
doi:10.20944/preprints202105.0605.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
deep learning; computed tomography; image classification; COVID-19; medical image analysis; pneumonia; CNN, LSTM, medical diagnosis
Online: 25 May 2021 (10:32:29 CEST)
REVIEW
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Decision Theory; Psychology; Artificial Intelligence; Economics; Artificial Neural Networks; Neuroscience; Information Theory; Bayesian Learning; Free Energy
Online: 3 March 2021 (11:38:07 CET)
ARTICLE
|
doi:10.20944/preprints202103.0010.v1
Subject:
Business, Economics And Management,
Accounting And Taxation
Keywords:
Project Based Learning; Scientific education; Preservice primary teacher; Emotions; Active Methodologies; Higher Education for Sustainable Development
Online: 1 March 2021 (13:13:23 CET)
ARTICLE
|
doi:10.20944/preprints202102.0326.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Data analysis; Artificial Intelligence; Machine Learning; Knowledge Engineering; Computers and information processing, Data analysis; Data Processing.
Online: 16 February 2021 (13:33:53 CET)
ARTICLE
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
automated machine learning; Neural Architecture Search; high-throughput plant phenotyping; wheat lodging assessment; unmanned aerial vehicle.
Online: 1 February 2021 (14:11:08 CET)
ARTICLE
|
doi:10.20944/preprints202012.0451.v1
Subject:
Social Sciences,
Psychology
Keywords:
academic lessons; moderate-to-vigorous physical activity; MVPA; whole-school; physical activity; physically active learning; PAL
Online: 18 December 2020 (11:11:07 CET)
ARTICLE
|
doi:10.20944/preprints202009.0496.v1
Subject:
Social Sciences,
Education
Keywords:
cultural competence; evolution teaching; religious cultural competence in evolution education; action research; resistance to evolution learning
Online: 21 September 2020 (04:33:34 CEST)
ARTICLE
|
doi:10.20944/preprints202005.0451.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Bilateral Line Local Binary Patterns; Facial matrix; Statistical subspace; Face recognition; Calibrated SVM model; Ensemble learning
Online: 27 May 2020 (12:07:19 CEST)
ARTICLE
|
doi:10.20944/preprints202002.0462.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
diabetes disease; feature selection; E-Healthcare; decision tree; performance; machine learning; internet of things; medical data
Online: 29 February 2020 (10:16:37 CET)
ARTICLE
|
doi:10.20944/preprints202001.0226.v1
Subject:
Computer Science And Mathematics,
Analysis
Keywords:
Supply Chain Management (SCM); Supply Chain Risk Management (SCRM); risk modelling; time-series analysis; machine learning
Online: 20 January 2020 (10:21:00 CET)
REVIEW
|
doi:10.20944/preprints201911.0085.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/preprints201910.0164.v1
Subject:
Social Sciences,
Education
Keywords:
funds of identity; funds of knowledge; digital media; contextualization; personalized learning; participatory culture; culturally sustaining pedagogy
Online: 15 October 2019 (07:56:20 CEST)
ARTICLE
|
doi:10.20944/preprints201910.0032.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
computerized revenue collection; machine learning; cyber security; software defined networks; object-oriented programming; online database management
Online: 3 October 2019 (01:45:11 CEST)
ARTICLE
|
doi:10.20944/preprints201907.0324.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
motion sensors; seismic sensing; Wadati method; earthquakes; programmable; simulation; test bench; calibration; machine learning; IoT platform
Online: 29 July 2019 (03:11:41 CEST)
ARTICLE
|
doi:10.20944/preprints201905.0030.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
transfer learning; convolutional neural network; electro-optical imaging; synthetic aperture radar (SAR) imaging; optimal transport metric
Online: 6 May 2019 (06:28:04 CEST)
ARTICLE
|
doi:10.20944/preprints201904.0073.v1
Subject:
Social Sciences,
Education
Keywords:
research concepts; tacu; literature review model; postgraduate; challenges; C.O.S.T.A model; institutions of higher learning; university; education
Online: 8 April 2019 (06:10:38 CEST)
ARTICLE
|
doi:10.20944/preprints201612.0078.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
missing value imputation; machine learning; decision tree imputation; k-nearest neighbors imputation; self-organizing map imputation
Online: 15 December 2016 (08:27:13 CET)
ARTICLE
|
doi:10.20944/preprints201608.0066.v1
Subject:
Social Sciences,
Education
Keywords:
learning management system; integrated planning and advising system; information system; field education; social work; graduate education
Online: 6 August 2016 (11:28:58 CEST)
ARTICLE
|
doi:10.20944/preprints202406.1891.v1
Subject:
Social Sciences,
Education
Keywords:
Education reform; personalized learning; professional skill development; artificial intelligence in education; wellness school; social and emotional learning; critical thinking; creativity; emotional intelligence; practical life skills; teacher training; continuous professional development; multicultural education; inclusive education; school-family collaboration
Online: 26 June 2024 (14:27:34 CEST)
ARTICLE
|
doi:10.20944/preprints202405.0972.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
earthquake nowcasting; machine learning; game-theory; clustering; seismic risk; statistical methods; long short-term memory neural network
Online: 16 August 2024 (09:30:06 CEST)
ARTICLE
|
doi:10.20944/preprints202408.0262.v1
Subject:
Engineering,
Chemical Engineering
Keywords:
sour water; soft sensor; environmental protection; machine learning; database; Aspen Plus Dynamics® ; Random Forest; hybrid modeling
Online: 6 August 2024 (04:53:28 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)
REVIEW
|
doi:10.20944/preprints202407.0156.v1
Subject:
Medicine And Pharmacology,
Cardiac And Cardiovascular Systems
Keywords:
Machine Learning; Kidney Complications; Acute Kidney Injury; Contrast-Induced Nephropathy; Percutaneous Coronary Intervention; Systematic Review; Meta-Analysis
Online: 2 July 2024 (08:17:55 CEST)
ARTICLE
|
doi:10.20944/preprints202406.1681.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
Bayesian Optimization; Linear quadratic tracking; zero steady-state error; model learning; Car-in-the-Loop test bench
Online: 24 June 2024 (12:04:10 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)
ARTICLE
|
doi:10.20944/preprints202404.0611.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Teaching System, Error Detection, Automated detectors, Online Learning, Spoken English, Speech Teaching System, Artificial Intelligence, Speech Recognition
Online: 9 April 2024 (09:40:31 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/preprints202403.1349.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Class bias; DcCNN; decorrelation; deep learning; FE-DcCNN; invariant features; Parkinson’s disease; rs-fMRI image; scanner bias
Online: 22 March 2024 (09:21:12 CET)
ARTICLE
|
doi:10.20944/preprints202403.0943.v1
Subject:
Public Health And Healthcare,
Public, Environmental And Occupational Health
Keywords:
Machine learning classification model; Distributed lag nonlinear model; Hemorrhagic stroke; Weather; Ethnicity; Sex; Middle East; Harsh climate
Online: 15 March 2024 (16:00:02 CET)
ARTICLE
|
doi:10.20944/preprints202402.1165.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep learning; Convolutional neural network; Gastroenteropancreatic neuroendocrine tumor; GEP-NET; DOTATATE; Positron emission tomography; PET; Liver tumor.
Online: 20 February 2024 (15:38:44 CET)
REVIEW
|
doi:10.20944/preprints202402.1118.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
CO2-EOR; machine learning, minimum miscible pressure (MMP); water-alternating-gas (WAG); system review
Online: 20 February 2024 (09:04:14 CET)
ARTICLE
|
doi:10.20944/preprints202402.1102.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
artificial intelligence; functional neural connectivity; functional magnetic resonance imaging (fMRI); deep learning; neural network; epilepsy; parkinson; seizures
Online: 20 February 2024 (08:48:04 CET)
ARTICLE
|
doi:10.20944/preprints202401.1765.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
hyperspectral imagery; anomaly detection; self-supervised learning; fully convolutional auto-encoder; latent feature adversarial consistency; triplet loss
Online: 24 January 2024 (10:42:19 CET)
REVIEW
|
doi:10.20944/preprints202401.1271.v1
Subject:
Public Health And Healthcare,
Public, Environmental And Occupational Health
Keywords:
ergonomics; management; workforce development; human resources; curiosity; systems thinking; human capital theory; transformative learning theory; organizational leadership.
Online: 17 January 2024 (06:22:43 CET)
ARTICLE
|
doi:10.20944/preprints202311.0231.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Single image super-resolution; deep learning; autoencoders; convolutional neural net- 13 works; convolution; transpose convolution; skipped connections
Online: 3 November 2023 (09:49:18 CET)
REVIEW
|
doi:10.20944/preprints202310.2059.v1
Subject:
Engineering,
Mining And Mineral Processing
Keywords:
Scanning electron microscopy; Minerals; Artificial Intelligence; Machine Learning; Energy-dispersive spectrometer; Backscattered electron imaging; Secondary electron imaging
Online: 31 October 2023 (09:54:18 CET)
ARTICLE
|
doi:10.20944/preprints202310.1945.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
heart disease diagnosis; ensemble learning; feature selection; heuristics; metaheuristics; Pearson correlation coefficient (PCC); grey wolf optimizer (GWO)
Online: 30 October 2023 (16:15:45 CET)
ARTICLE
|
doi:10.20944/preprints202310.1736.v1
Subject:
Biology And Life Sciences,
Life Sciences
Keywords:
open surgical technique; percutaneous insertion via external landmarks; ultrasound-guided insertion; thrombosis; infection; catheter malposition; learning curve
Online: 27 October 2023 (07:16:51 CEST)
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/preprints202309.1202.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
speech emotion recognition; deep learning; Deep Belief Network; deep neural network; Convolutional Neural Network; LSTM; attention mechanism
Online: 19 September 2023 (08:24:22 CEST)
REVIEW
|
doi:10.20944/preprints202308.1468.v1
Subject:
Medicine And Pharmacology,
Ophthalmology
Keywords:
infectious keratitis; corneal imaging; in vivo confocal microscopy; optical coherence tomography; artificial intelligence; deep learning; microbial keratitis
Online: 21 August 2023 (11:43:27 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1187.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Teaching-Learning-Based Optimization (TLBO); Thermal Units; Plug-in Electric Vehicles (PEVs); Comparative Study; Load Management Strategies
Online: 16 August 2023 (10:04:39 CEST)
ARTICLE
|
doi:10.20944/preprints202308.0257.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
Light Gradient Boosted; Machine learning; Non-Intrusive Approach; electric load forecasting; Support Vector Machine; Synthetic Load Profile.
Online: 3 August 2023 (10:37:48 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0170.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Electrical resistivity; Half-cell potential; Impact echo; Machine learning; Multi-NDE; Corrosion; Bridge deck; concrete; Random Forest
Online: 4 July 2023 (10:23:23 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0014.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
deep learning; unbalanced dataset; augmentation; multiclass classification; metrics boosting method; sota algorithm; visual transformer; ResNet; Xception; Inception
Online: 3 July 2023 (08:25:13 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)
ARTICLE
|
doi:10.20944/preprints202306.0824.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
fish monitoring; shape alignment; machine learning; ensemble of regression trees; shape orientation; morphological feature extraction; hardware acceleration
Online: 12 June 2023 (10:26:09 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0405.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Multus Medium; Opinion Mining; Deep Learning; Product Review Analysis; Bidirectional Long Short-Term Memory; Convolutional Neural Network
Online: 6 June 2023 (08:06:40 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0596.v2
Subject:
Engineering,
Bioengineering
Keywords:
Deep Learning; image-to-image translation; dosimetry; cycleGAN; CBCT; CT; limited FOV; artifact correction; Hounsfield unit recovery
Online: 5 June 2023 (09:53:36 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0333.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
malware; harris hawks optimization, feature selection; benign; multiclass classification; multi-verse optimization; moth-flame optimization; machine learning.
Online: 5 May 2023 (08:57:31 CEST)
ARTICLE
|
doi:10.20944/preprints202304.1206.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
decision support systems; design science research; donor behaviour; non-profit organisations; data analysis; artificial intelligence; machine learning
Online: 29 April 2023 (04:24:11 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0907.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Natural Language Processing; Social Text Mining; Machine Learning; Vocational Domain Identification; Vocational Language; Error Analysis; Class Balancing
Online: 25 April 2023 (09:29:07 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0891.v1
Subject:
Computer Science And Mathematics,
Computer Networks And Communications
Keywords:
mobile edge computing (MEC); non-orthogonal multiple access (NOMA); video offloading; resource allocation; deep reinforcement learning (DRL)
Online: 25 April 2023 (07:03:35 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/preprints202304.0369.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
Deep learning; Backward stochastic differential equation; Nonlinear Feynman-Kac formula; High dimensional PDE; Derivatives pricing; Neural network
Online: 14 April 2023 (10:44:44 CEST)
ARTICLE
|
doi:10.20944/preprints202303.0089.v1
Subject:
Social Sciences,
Education
Keywords:
Educational action research; unregistered community design; shared intellectual property; cooperative learning; K-16 students; net-zero emissions
Online: 6 March 2023 (04:35:22 CET)
ARTICLE
|
doi:10.20944/preprints202302.0463.v1
Subject:
Social Sciences,
Education
Keywords:
Early childhood education; play and learning; educational transitions; educational setting; research with children; visual methodologies; qualitative research
Online: 27 February 2023 (09:03:38 CET)
ARTICLE
|
doi:10.20944/preprints202301.0231.v1
Subject:
Environmental And Earth Sciences,
Geophysics And Geology
Keywords:
NDVI; SAR; change detection; Norway; Sentinel-1; Sentinel-2; deep learning; U-Net; CCDC; Google Earth Engine
Online: 13 January 2023 (02:00:25 CET)
ARTICLE
|
doi:10.20944/preprints202301.0162.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Content-based image classification; Data curation and preparation; Convolutional neural networks (CNN); Deep learning; Artificial intelligence (AI)
Online: 9 January 2023 (10:59:31 CET)
ARTICLE
|
doi:10.20944/preprints202212.0567.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Voice Assistance, Machine Learning, Virtual Assistance, Artificial Intelligence, Selection Bias, Sample Population, Python 3.10, Pyttsx3, PyTorch, JSON
Online: 30 December 2022 (02:12:34 CET)
ARTICLE
|
doi:10.20944/preprints202211.0205.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
lung cancer; digital pathology; whole slide imaging; artificial intelligence; deep learning; convolutional neural networks; computer-aided diagnosis
Online: 10 November 2022 (15:06:51 CET)
ARTICLE
|
doi:10.20944/preprints202211.0190.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
sustainability; smart cities; Internet of Things (IoT); multi-agent deep reinforcement learning; smart waste management; smart sensors
Online: 10 November 2022 (04:49:09 CET)
ARTICLE
|
doi:10.20944/preprints202211.0046.v1
Subject:
Biology And Life Sciences,
Animal Science, Veterinary Science And Zoology
Keywords:
zebrafish; classical conditioning; operant-conditioning; software; auditory discrimination; learning; spatial working memory; decision making; reward; vision; hearing
Online: 2 November 2022 (06:08:45 CET)
ARTICLE
|
doi:10.20944/preprints202209.0221.v1
Subject:
Environmental And Earth Sciences,
Oceanography
Keywords:
seagrass; remote sensing; machine learning; species distribution model (SDM); hybrid model; habitat suitability; niches; meta-heuristic optimization
Online: 15 September 2022 (07:32:27 CEST)
REVIEW
|
doi:10.20944/preprints202209.0201.v1
Subject:
Chemistry And Materials Science,
Medicinal Chemistry
Keywords:
ligand-based pharmacophores; structure-based pharmacophores; virtual screening; drug design; machine learning; molecular dynamics; de novo design
Online: 14 September 2022 (09:10:58 CEST)
ARTICLE
|
doi:10.20944/preprints202209.0103.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Portable Document Format (PDF); machine learning; detection; optimizable decision tree; Ada-Boost; PDF malware; evasion attacks; cybersecurity
Online: 7 September 2022 (05:33:40 CEST)
REVIEW
|
doi:10.20944/preprints202208.0104.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
HEMS; Reinforcement Learning; Deep Neural Network; Q-Value; Policy Gradient; Natural Gradient; Actor-Critic; Residential, Commercial, Academic.
Online: 1 September 2022 (04:27:12 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/preprints202206.0112.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
computer-aided diagnosis (CAD) schemes; radiomics; deep transfer learning; breast lesion classi-fication; assessment of CAD performance
Online: 8 June 2022 (04:01:03 CEST)
ARTICLE
|
doi:10.20944/preprints202205.0352.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Quality real-time systems; Automated Machine Learning; Real-time embedded control systems; Cyber-physical systems; Neural Networks
Online: 25 May 2022 (11:17:19 CEST)
ARTICLE
|
doi:10.20944/preprints202205.0222.v1
Subject:
Environmental And Earth Sciences,
Other
Keywords:
multimedia; geoscience videos; geoscience education; GEGVL; earth systems science education; educational technology; place-based education; active learning
Online: 17 May 2022 (04:37:00 CEST)
ARTICLE
|
doi:10.20944/preprints202112.0306.v2
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
learning health system; ambulatory clinic; block schedule; disease site teams; interdisciplinary care; cancer operations; oncology value stream
Online: 26 April 2022 (04:37:15 CEST)
ARTICLE
|
doi:10.20944/preprints202203.0245.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Natural language processing (NLP); topic modelling; BERT; transportation; newspaper; magazine; academic research; journalism; deep learning; smart cities
Online: 17 March 2022 (07:58:15 CET)
ARTICLE
|
doi:10.20944/preprints202201.0123.v2
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Sentinel-2; Land cover; Vegetation; Mapping; Plant communities; Machine learning; Genus-Physiognomy-Ecosystem; Gradient Boosting Decision Trees; Solar panel; Vegetation disturbance
Online: 4 April 2022 (10:40:26 CEST)
ARTICLE
|
doi:10.20944/preprints202112.0443.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Sentinel-2; Land cover; Vegetation; Mapping; Plant communities; Machine learning; Genus-Physiognomy-Ecosystem; Gradient Boosting Decision Trees
Online: 28 December 2021 (10:49:28 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/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/preprints202106.0259.v1
Subject:
Medicine And Pharmacology,
Immunology And Allergy
Keywords:
Deep Learning (DP); Parkinson's disease (PD); Multiple System Atrophy (MSA); Magnetic Resonance Imaging (MRI); Neural Network (NN)
Online: 9 June 2021 (11:14:07 CEST)
REVIEW
|
doi:10.20944/preprints202105.0074.v1
Subject:
Business, Economics And Management,
Marketing
Keywords:
Marketing Automation; Customer Relationship Management (CRMS); Automation; Machine Learning; Simulation; Marketing Simulation; Little’s Framework for Marketing Automation
Online: 6 May 2021 (11:53:13 CEST)
ARTICLE
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
automatic detection; chest X-ray; convolutional neural network; COVID-19; deep learning; feature extraction; image classification; pneumonia
Online: 27 April 2021 (14:08:53 CEST)
ARTICLE
|
doi:10.20944/preprints202102.0488.v1
Subject:
Medicine And Pharmacology,
Immunology And Allergy
Keywords:
Hepatitis C virus; Chronic viral hepatitis C; Liver fibrosis; Liver cirrhosis; Diagnosis of liver fibrosis; Machine learning
Online: 22 February 2021 (15:31:11 CET)
ARTICLE
|
doi:10.20944/preprints202102.0338.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Forests; biomass; ALOS-2 PALSAR-2; Sentinel-1 CSAR; Sentinel-2 MSI; Landsat 8 OLI; ensemble learning.
Online: 16 February 2021 (14:15:01 CET)
ARTICLE
|
doi:10.20944/preprints202101.0235.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
forest resources; forest and tree species distribution; machine learning; multi-sensor data fusion; National Forest Inventory data
Online: 12 January 2021 (17:35:56 CET)
ARTICLE
|
doi:10.20944/preprints202012.0054.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Patterns recognition; Machine learning; Hereditary Ataxia diseases; K-Nearest Neighbors; Multi Layer Perceptron; Ensemble Classification Trees; SVM.
Online: 2 December 2020 (09:33:15 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/preprints202009.0729.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Data Envelopment Analysis; Machine learning; Optimization; Parametric and non-parametric methods; Supervised and unsupervised models; CVS model
Online: 30 September 2020 (08:19:51 CEST)
ARTICLE
|
doi:10.20944/preprints202008.0033.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Natural Language Processing; Suspicious Text Detection; Bengali Language Processing; Machine Learning; Text Classification; Feature Extraction; Suspicious Corpora
Online: 2 August 2020 (14:38:13 CEST)
ARTICLE
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
antenna array; ambience monitoring; deep learning; internet of things (IoT); RF energy harvesting; rectenna; time series prediction
Online: 14 July 2020 (03:21:28 CEST)
ARTICLE
|
doi:10.20944/preprints202004.0144.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Natura 2000; machine learning; feature selection; imaging spectroscopy; monitoring riparian habitats; biodiversity mapping; botanical field surveys; hydromorphology
Online: 9 April 2020 (08:48:03 CEST)
ARTICLE
|
doi:10.20944/preprints202003.0298.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Data Mining; Breast Cancer; Hybrid Feature Selection; Machine learning; Support Vector Machine; Optimize Genetic Algorithm; boosting algorithms
Online: 19 March 2020 (11:13:15 CET)
ARTICLE
|
doi:10.20944/preprints202001.0309.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
feature selection; hybrid optimization; Whale Optimization Algorithm; Flower Pollination Algorithm; classification; Opposition Based Learning; Email Spam Detection
Online: 26 January 2020 (07:07:23 CET)
ARTICLE
|
doi:10.20944/preprints201911.0113.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
software defined networking; random forest; gain ratio; gru-lstm; anova f-rfe; open flow controller; machine learning
Online: 10 November 2019 (14:27:32 CET)
ARTICLE
|
doi:10.20944/preprints201910.0009.v1
Subject:
Physical Sciences,
Optics And Photonics
Keywords:
multi-task learning; non-linear regression; neural networks; luminescence; luminescence quenching; oxygen sensing; phase fluorimetry; temperature sensing
Online: 2 October 2019 (03:17:07 CEST)
ARTICLE
|
doi:10.20944/preprints201908.0029.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
multiple fault detection; rotating electrical machines; drive systems; multi-label classification; machine learning; fault severity; fault classifiers
Online: 2 August 2019 (10:44:06 CEST)
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/preprints201901.0146.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Biochemical oxygen demand (BOD); Cuckoo search algorithm (CSA); Extreme learning machine (ELM); Soft sensor; Wastewater treatment process
Online: 15 January 2019 (09:13:22 CET)