ARTICLE
|
doi:10.20944/preprints202407.1157.v1
Subject:
Public Health And Healthcare,
Physical Therapy, Sports Therapy And Rehabilitation
Keywords:
hip muscle strength ratios; machine learning; injury prediction; soccer; handheld dynamometer; groin injury
Online: 15 July 2024 (12:07:47 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/preprints202304.0019.v1
Subject:
Medicine And Pharmacology,
Pulmonary And Respiratory Medicine
Keywords:
Covid-19; Deep Learning; Computerized Tomography; Artificial Intelligence; Machine Learning; X-ray
Online: 3 April 2023 (08:40:11 CEST)
ARTICLE
|
doi:10.20944/preprints202109.0130.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
machine learning; deep learning; calibration; air quality; low-cost sensors; exposure assessment
Online: 7 September 2021 (14:24:56 CEST)
ARTICLE
|
doi:10.20944/preprints202109.0010.v1
Subject:
Medicine And Pharmacology,
Anesthesiology And Pain Medicine
Keywords:
spinal cord stimulation; screening trial; infection; supervised learning; machine learning; predictive modeling; patient outcome
Online: 1 September 2021 (12:05:18 CEST)
ARTICLE
|
doi:10.20944/preprints202403.0410.v1
Subject:
Environmental And Earth Sciences,
Water Science And Technology
Keywords:
electrical conductivity; treated waste water; machine learning; prediction analysis; agricultural irrigation; water security; SDG-6
Online: 7 March 2024 (07:53:10 CET)
ARTICLE
|
doi:10.20944/preprints202310.0862.v1
Subject:
Environmental And Earth Sciences,
Water Science And Technology
Keywords:
spatial modeling; machine learning; glacier mapping; glacier retreat; climate change; spatial autocorrelation; spatial cross-validation
Online: 13 October 2023 (09:45:37 CEST)
ARTICLE
|
doi:10.20944/preprints202205.0090.v1
Subject:
Physical Sciences,
Applied Physics
Keywords:
machine learning/artificial intelligence; precipitation type classification; passive microwave; precipitation radar; retrieval algorithm
Online: 7 May 2022 (03:46:06 CEST)
ARTICLE
|
doi:10.20944/preprints202112.0374.v1
Subject:
Medicine And Pharmacology,
Psychiatry And Mental Health
Keywords:
COVID-19 pandemic; children and adolescents; machine learning; post-hoc explainability; model calibration
Online: 22 December 2021 (16:21:19 CET)
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/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/preprints202407.1464.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
bibliometric data visualization; AI & machine learning; Scilit; VOSviewer; Scimago Graphica; GSDMM; FP-growth
Online: 18 July 2024 (11:28:19 CEST)
ARTICLE
|
doi:10.20944/preprints202401.1924.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Passive Infrared (PIR) Sensors; Smart Buildings; IoT (Internet of Things); Occupancy Information; People Counting; Activity Detection; Machine Learning
Online: 29 January 2024 (04:33:14 CET)
REVIEW
|
doi:10.20944/preprints202312.1938.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Hybrid Electric Vehicles (HEVs); State of Charge (SOC); MACHINE LEARNING; Support Vector Regression (SVR); Neural Network Regression (NNR)
Online: 26 December 2023 (10:05:23 CET)
ARTICLE
|
doi:10.20944/preprints202304.1131.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
remote sensing; machine learning; regenerative grazing; grassland biomass; total standing dry matter; digital agriculture; grazing management; climate change; Cibo Labs; Sentinel-2
Online: 28 April 2023 (07:15:03 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)
ARTICLE
|
doi:10.20944/preprints201905.0044.v2
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
bubble column reactor; machine learning; prediction; hydrodynamics; big data; Computational Fluid Mechanics, deep learning, hydroinformatics; artificial neural networks (ANNs); data science; artificial intelligence; computational fluid dynamics (CFD); adaptive network-based fuzzy inference system (ANFIS); pressure gradient
Online: 22 July 2019 (07:47:03 CEST)
ARTICLE
|
doi:10.20944/preprints202004.0503.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
UWB; NLOS identification; multi-path detection; NLOS and MP discrimination; machine learning; SVM; random forest; multilayer perceptron; LOS; DWM1000; indoor localization
Online: 29 April 2020 (10:29:54 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0674.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
error estimation; Korhonen network; machine learning; extraction algorithm; Volterra kernels; wind speed prediction
Online: 10 May 2023 (03:10:09 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0757.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
Additive Manufacturing; Explainable Artificial Intelligence; Machine Learning; Supervised Learning; Surface Roughness; Structural Integrity
Online: 23 April 2023 (04:04:49 CEST)
ARTICLE
|
doi:10.20944/preprints202402.0697.v1
Subject:
Public Health And Healthcare,
Public, Environmental And Occupational Health
Keywords:
Autonomic Response; Exposome; Micoenvironment; Air Quality; Biometric Observations; Machine Learning; Particulate Matter; CO2; NO2; NO
Online: 14 February 2024 (03:38:19 CET)
ARTICLE
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Artificial intelligence; machine learning; real-time probabilistic data; for cyber risk; super forecasting; red teaming;
Online: 12 April 2021 (12:18:14 CEST)
ARTICLE
|
doi:10.20944/preprints202001.0312.v1
Subject:
Engineering,
Civil Engineering
Keywords:
ANFIS Genetic algorithm (GA); Singular Value Decomposition (SVD); bedload; machine learning; sediment transport; sensitivity analysis
Online: 26 January 2020 (07:48:52 CET)
ARTICLE
|
doi:10.20944/preprints202303.0389.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
antisense oligonucleotides; exon skipping; machine learning; ensemble learning; personalized medicine; n-of-1 therapy, splice switching; genetic disease; splicing; RNA
Online: 22 March 2023 (03:24:48 CET)
ARTICLE
|
doi:10.20944/preprints202404.1243.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
artificial intelligence; deep learning; YOLOv8, machine vision; image processing; indoor-farming; hydroponics; chilli plants; Capsicum annuum
Online: 18 April 2024 (10:32:10 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/preprints202309.1803.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
machine learning; remote sensing; timber harvesting; soil erosion susceptibility; extra gradient boost (XGB); UAV; wheel track
Online: 27 September 2023 (06:01:45 CEST)
ARTICLE
|
doi:10.20944/preprints202303.0326.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
document image processing; deskew; Hough Line Transform; image rectification; machine learning; OCR; document orientation; image preprocessing; computer vision; AI
Online: 17 March 2023 (13:25:06 CET)
REVIEW
|
doi:10.20944/preprints202212.0499.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
Cybersecurity; artificial intelligence; machine learning; cyber data analytics; intelligent decision-making; adversarial attacks; robust secured systems; industry 4.0 applications.
Online: 27 December 2022 (01:53:56 CET)
ARTICLE
|
doi:10.20944/preprints202003.0071.v1
Subject:
Medicine And Pharmacology,
Cardiac And Cardiovascular Systems
Keywords:
Anemia classification; dynamic harmony search; iron deficiency anemia; thalassemia trait; machine learning
Online: 4 March 2020 (15:34:04 CET)
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/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/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/preprints202407.1002.v1
Subject:
Medicine And Pharmacology,
Pharmacology And Toxicology
Keywords:
Liposomal amphotericin B; Acute Kidney Injury; Machine learning; Critical Care; Antifungal agents; Random Forest
Online: 15 July 2024 (15:52:44 CEST)
ARTICLE
|
doi:10.20944/preprints202306.1005.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
Continuous Authentication; Static Authentication; Behavioral Biometrics; Reinforcement Learning (RL); Q-learning; Keystroke Dynamics; Anomaly Detection; Machine Learning; Supervised Learning; User Authentication; Identification
Online: 14 June 2023 (07:42:17 CEST)
REVIEW
|
doi:10.20944/preprints202212.0564.v1
Subject:
Biology And Life Sciences,
Biology And Biotechnology
Keywords:
Physiologically Based Pharmacokinetic Model (PBPK); Drugs; environmental chemicals; Adverse outcome pathway (AOP); machine learning
Online: 30 December 2022 (01:30:07 CET)
ARTICLE
|
doi:10.20944/preprints202306.1742.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Machine learning; ground vibration; on-site experiment; random forest; Bayesian optimization; elevated high-speed railway
Online: 26 June 2023 (05:11:33 CEST)
ARTICLE
|
doi:10.20944/preprints202405.0933.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Comparative Analysis; Educational Data Mining; Educational Predictive Modelling; (XAI); Feature Importance; Machine Learning Interpretability; Model Transparency; Predictive Analytics in Education; Student Adaptability; AI in Education Policy
Online: 14 May 2024 (10:00:45 CEST)
ARTICLE
|
doi:10.20944/preprints202309.0970.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
terraced-field areas (TRAs); machine learning; Yellow River Basin (YRB); linear mixed model (LMM); random forest regression; Google Earth Engine (GEE)
Online: 14 September 2023 (08:54:12 CEST)
ARTICLE
|
doi:10.20944/preprints201801.0125.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
multi-criteria decision analysis (MCDA); online broker; misspecification of criteria; structural uncertainty; unsupervised machine learning; factor analysis, quality of service (QoS)
Online: 15 January 2018 (11:29:56 CET)
ARTICLE
|
doi:10.20944/preprints202307.0607.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Interdependence; human-machine teams; autonomy; complexity; problem tasks; entropy; embodied cognition; harmonic oscillators
Online: 10 July 2023 (10:18:05 CEST)
ARTICLE
|
doi:10.20944/preprints202308.0219.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine learning; educational data mining; supervised methods; classifiers; course failure risk
Online: 3 August 2023 (02:43:48 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0747.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Amorphous Cyber-attacks; Process Control Network; Anomaly Detection; Machine Learning; Man-in-the-Middle Attacks; SCADA
Online: 12 July 2023 (09:22:09 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0501.v1
Subject:
Public Health And Healthcare,
Physical Therapy, Sports Therapy And Rehabilitation
Keywords:
Clinical test of sensory interactions with balance; Stability Index; Balance ability diagnosis; force plate; Machine learning
Online: 7 July 2023 (15:32:14 CEST)
ARTICLE
|
doi:10.20944/preprints202311.0042.v1
Subject:
Medicine And Pharmacology,
Medicine And Pharmacology
Keywords:
Patient Reported Outcome Measure; Artificial Intelligence; Machine Learning; Predictive Analytics; Cancer Patients; Palliative Care
Online: 1 November 2023 (08:51:18 CET)
ARTICLE
|
doi:10.20944/preprints202305.0285.v1
Subject:
Biology And Life Sciences,
Virology
Keywords:
SARS-CoV-2; Epidemiology; Wastewater-based Epidemiology; Phylogenetic Analysis; Machine Learning Approach; Molecular virology
Online: 5 May 2023 (03:31:35 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)
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
|
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/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/preprints202206.0120.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Miscanthus; remote sensing; UAV; multispectral images; high-throughput phenotyping; machine learning; yield prediction; trait estimation; PROSAIL; multi-sensor interoperability
Online: 8 June 2022 (09:44:59 CEST)
ARTICLE
|
doi:10.20944/preprints202404.2018.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
controller area network (CAN); shapley additive explanations (SHAP); machine learning(ML); deep learning(DL); unmanned aerial vehicles (UAVs)
Online: 30 April 2024 (15:36:13 CEST)
ARTICLE
|
doi:10.20944/preprints202203.0202.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; artificial intelligence; computer vision; cybersecurity; privacy, security; gerontology; social gerontology; internet of medical things; best practices
Online: 15 March 2022 (10:40:36 CET)
ARTICLE
|
doi:10.20944/preprints202405.0008.v1
Subject:
Environmental And Earth Sciences,
Other
Keywords:
Absolute change in CO2 emissions; Short-term trend analysis; Machine learning
Online: 1 May 2024 (16:47:08 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1732.v1
Subject:
Biology And Life Sciences,
Other
Keywords:
bio-meteorological index; heat stress; cold stress; high dimensional data; artificial intelligence; machine learning; UTCI
Online: 26 April 2024 (09:32:45 CEST)
ARTICLE
|
doi:10.20944/preprints202402.1632.v1
Subject:
Environmental And Earth Sciences,
Soil Science
Keywords:
Antarctic periglacial areas; albedo bare soils; Machine Learning; neural networks; Soil properties modeling; Sentinel images
Online: 28 February 2024 (15:04:03 CET)
ARTICLE
|
doi:10.20944/preprints202209.0186.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
mineral dust; north African dust; Saharan dust; Bodélé depression; bias correction; machine learning; aerosol optical depth; chemistry-transport model; aerosols; particulate matter
Online: 14 September 2022 (03:02:59 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0364.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Artificial Intelligence; Machine Learning; Explainable Artificial Intelligence; Soft Sensors; Industry 4.0; Smart Manufacturing; Cyber-Physical System; Crude Oil Distillation; Debutanization; LPG Purification
Online: 25 October 2021 (15:43:08 CEST)
ARTICLE
|
doi:10.20944/preprints201809.0219.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
informal settlement indicators; very high resolution (VHR); urbanisation; sustainable development goals; object-based image analysis (OBIA); machine learning (ML); random forest (RF)
Online: 12 September 2018 (12:32:25 CEST)
ARTICLE
|
doi:10.20944/preprints201807.0119.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Convolutional Neural Network,Single Shot Detector, Regional Convolutional Neural Network, Machine Learning, Visualization-Localization
Online: 6 July 2018 (14:38:52 CEST)
ARTICLE
|
doi:10.20944/preprints202201.0348.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
Data Science; Genomic Data Science; Machine Learning; Network Analysis; RNA-Seq; Precision Medicine; Subtyping; Parkinson’s Disease
Online: 24 January 2022 (11:36:51 CET)
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/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/preprints201612.0139.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
kinematic model; fiber Bragg grating; deformations; machine tools calibration; predicted model; multiple regression analysis; finite element analysis
Online: 29 December 2016 (07:39:26 CET)
ARTICLE
|
doi:10.20944/preprints202211.0392.v2
Subject:
Biology And Life Sciences,
Biology And Biotechnology
Keywords:
Age-related Macular Degeneration; Artificial Intelligence; Machine Learning; Optical Coherence Tomography; Fundus Autofluorescence; regular fundus photography; Ultra-Widefield Fundus
Online: 8 May 2023 (14:25:29 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0127.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Descriptive analysis; principal components analysis; k-means clustering; data panel regression method; machine learning; XGBoost algorithms; random forest algorithms
Online: 8 October 2021 (08:30:13 CEST)
ARTICLE
|
doi:10.20944/preprints201908.0180.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; smart cities; IoT; deep learning; big data; soft computing; sustainable urban development; building energy; energy demand and consumption; sustainable cities
Online: 17 August 2019 (04:11:44 CEST)
ARTICLE
|
doi:10.20944/preprints202311.1538.v1
Subject:
Environmental And Earth Sciences,
Sustainable Science And Technology
Keywords:
PV power forecasting; deterministic forecast; machine learning; deep learning; satellite forecast, ensemble models; solar; clear sky index; short-term forecast; NWP
Online: 23 November 2023 (13:39:39 CET)
ARTICLE
|
doi:10.20944/preprints202307.0929.v1
Subject:
Engineering,
Civil Engineering
Keywords:
CNN-LSTM hybrid model; Lamb wave; data-driven approach; damage identification; structural health monitoring; machine learning
Online: 14 July 2023 (07:20:55 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1889.v1
Subject:
Medicine And Pharmacology,
Emergency Medicine
Keywords:
Bowel obstruction; Emergency surgery; Machine learning; Postoperative complications; Artificial intelligence; Risk prediction; C-reactive protein; Malignant obstruction; K-nearest neighbors algorithm
Online: 24 July 2024 (12:38:09 CEST)
ARTICLE
Subject:
Medicine And Pharmacology,
Pharmacology And Toxicology
Keywords:
skin sensitization potential; prediction; in silico models; machine learning; local lymph node assay (LLNA); cosmetics; drugs; pesticides; chemical space; applicability domain
Online: 29 August 2019 (04:38:16 CEST)
DATASET
|
doi:10.20944/preprints202003.0011.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
antigen-antibody complex structure; interfacial electrostatic feature; Machine Learning-Based Antibody Design; Protein Data Bank
Online: 1 March 2020 (12:39:55 CET)
ARTICLE
|
doi:10.20944/preprints202312.1379.v5
Subject:
Medicine And Pharmacology,
Urology And Nephrology
Keywords:
clear cell renal cell carcinoma; renal masses; biopsy; computed tomography; radiomics; machine learning; tumour subregions; tumour heterogeneity; precision medicine
Online: 4 April 2024 (12:58:37 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0105.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
urban air temperature; land surface temperature; multiple independent variables; urban heat; remote sensing data; machine learning (ML); ML-driven partial least squares regression (PLSR)
Online: 7 April 2023 (03:34:33 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)
ARTICLE
|
doi:10.20944/preprints202301.0036.v3
Subject:
Biology And Life Sciences,
Immunology And Microbiology
Keywords:
Bacteriophage; colistin resistance; E. coli; Schitoviridae; zebrafish; Machine learning; Host receptor Prediction
Online: 10 July 2023 (08:28:28 CEST)
REVIEW
|
doi:10.20944/preprints202406.1834.v1
Subject:
Physical Sciences,
Biophysics
Keywords:
Particle Dynamics; Molecular Diffusion; Molecular Trajectory Statistics; Single-Molecule Analysis; Single Molecule Tracking; Machine Learning in Biology; Quantitative Microscopy; Quantitative Biology; Hidden Markov Models; Moment Scaling Spectrum
Online: 27 June 2024 (03:59:24 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0092.v1
Subject:
Engineering,
Architecture, Building And Construction
Keywords:
Urban spatial perception; building function classification; objective mapping; subjective perception; machine learning; point of interest (POI); street view images
Online: 1 June 2023 (13:07:49 CEST)
ARTICLE
|
doi:10.20944/preprints202101.0534.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
fruit occlusion; deep learning; machine vision; yield estimation; fruit count; neural network; CNN; tree crop; Mangifera indica; MLP; canopy
Online: 26 January 2021 (11:29:49 CET)
ARTICLE
|
doi:10.20944/preprints202004.0354.v1
Subject:
Medicine And Pharmacology,
Other
Keywords:
machine learning; computer-assisted reporting; RadLex®; natural language processing; contextual reporting; The Alberta Stroke Programme Early CT Score (ASPECTS)
Online: 20 April 2020 (01:31:44 CEST)
ARTICLE
|
doi:10.20944/preprints202401.0457.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
induction machine; vector control; homotopy-based feedback linearization; cascade control structure; predictive current control; box constraints; model free control.
Online: 5 January 2024 (04:45:38 CET)
ARTICLE
|
doi:10.20944/preprints202308.2013.v1
Subject:
Engineering,
Civil Engineering
Keywords:
chip seal; quality control; quality acceptance; macro-texture; mean segment depth; mean profile depth; machine learning; DBSCAN-Isolation Forest; proportion control chart; anomaly detection
Online: 30 August 2023 (10:15:21 CEST)
ARTICLE
|
doi:10.20944/preprints202207.0285.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
Uneven-aged forest management; Forest growth modelling; Machine learning; Diameter distribution; Silvicultural decision support
Online: 19 July 2022 (10:03:36 CEST)
ARTICLE
|
doi:10.20944/preprints202310.1418.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Half-cell potential; Electrical resistivity; Impact echo; Numerical simulation; Machine learning; Multi-NDE; Corrosion; Bridge deck; concrete; Random Forest; classification algorithm; regression algorithm
Online: 23 October 2023 (08:59:09 CEST)
ARTICLE
|
doi:10.20944/preprints202307.1177.v1
Subject:
Medicine And Pharmacology,
Psychiatry And Mental Health
Keywords:
Suicidal Ideation, major depression in adults, natural language written texts, Romanian depression support forum, machine learning text mining,
Online: 18 July 2023 (07:44:06 CEST)
ARTICLE
|
doi:10.20944/preprints202103.0745.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
abdominal aortic aneurysm; pulse wave analysis; one-dimensional modelling; in silico pulse waves; machine learning; recurrent neural network; long short-term memory
Online: 30 March 2021 (14:05:44 CEST)
ARTICLE
|
doi:10.20944/preprints202302.0435.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine Learning; remote sensing; Sentinel-1; Sentinel-2; SNAP; land cover classification; change detection; urban heritage; historic architecture clusters
Online: 27 February 2023 (03:24:59 CET)
ARTICLE
|
doi:10.20944/preprints202011.0030.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Sentinel-2; UAV; machine learning; forest canopy; canopy gaps; canopy openings percentage; satellite indices; Elastic Net; beech-fir forests
Online: 2 November 2020 (11:23:12 CET)
ARTICLE
|
doi:10.20944/preprints201811.0460.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
education for sustainable development; confusion; intelligent tutoring system (ITS); ASSISTments; machine learning; computer-based homework; algebra mathematics technology education; sustainable development
Online: 19 November 2018 (11:46:56 CET)
ARTICLE
|
doi:10.20944/preprints202311.0859.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Wildfire; Remote Sensing; Geostationary Operational Environmental Satellite (GOES); Visible Infrared Imaging Radiometer Suite (VIIRS); Artificial Intelligence; Machine Learning; Deep Learning; Super-Resolution; Autoencoder; Operational Monitoring
Online: 14 November 2023 (16:54:51 CET)
ARTICLE
|
doi:10.20944/preprints201905.0124.v3
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
air pollution prediction; flue gas; mercury emissions; adaptive neuro-fuzzy inference system (ANFIS); particle swarm optimization (PSO); ANFIS-PSO; hybrid machine learning model; data science; particulate matter; health hazards of air pollution; air quality
Online: 12 August 2019 (05:19:37 CEST)
ARTICLE
|
doi:10.20944/preprints202001.0227.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
transportation; mobility; prediction model; pavement management; pavement condition index; falling weight deflectometer; multilayer perceptron; radial basis function; artificial neural network; intelligent machine system committee
Online: 20 January 2020 (11:08:32 CET)
ARTICLE
|
doi:10.20944/preprints201812.0203.v1
Subject:
Chemistry And Materials Science,
Organic Chemistry
Keywords:
peptide/RNA world; prebiotic information system; translation and the genetic code; coevolution of translation machine and the genetic code; MVC architecture pattern and biological information; numerical codons; AnyLogic software for computer simulation of translation machine
Online: 17 December 2018 (16:03:16 CET)
ARTICLE
|
doi:10.20944/preprints202401.0875.v1
Subject:
Medicine And Pharmacology,
Cardiac And Cardiovascular Systems
Keywords:
Poor quality sleep; Social Development Index; Nutrients; Machine learning; Features selection; Balancing methods; Mexico City; Tlalpan 2020 cohort
Online: 11 January 2024 (11:23:53 CET)
ARTICLE
|
doi:10.20944/preprints202407.0869.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
embodied AI, human-machine collaboration, dynamic environments, robotics, physical interaction, adaptive learning, situational awareness, real-time decision-making, human-computer interaction, AI in the physical world.
Online: 10 July 2024 (14:00:13 CEST)
ARTICLE
|
doi:10.20944/preprints202301.0112.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
downward solar radiation; clouds; machine learning; deep learning; convolutional neural networks; ResNet; all-sky imagery; Random Forests; Gradient Boosting
Online: 6 January 2023 (03:16:14 CET)
ARTICLE
|
doi:10.20944/preprints202009.0647.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Lung condition; COVID-19; Machine learning; Custom Vision; Core ML; Auto ML; AI; Pneumonia; Smartphone application; Real-time diagnosis
Online: 26 September 2020 (16:14:39 CEST)
ARTICLE
|
doi:10.20944/preprints201805.0102.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; algorithms; natural language processing, deep learning, vector space models, semantic similarity, distributional semantics, latent semantic analysis, word2vec
Online: 10 May 2018 (05:56:56 CEST)
ARTICLE
|
doi:10.20944/preprints202312.1090.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
Machine Learning, Probabilistic Modeling, Multivariate and Univariate Modeling, Support Vector Regression, Random Forest, Adaboost, ARIMA, SARIMA, SARIMAX, Canadian Cattle Price Modeling
Online: 14 December 2023 (11:08:54 CET)
ARTICLE
|
doi:10.20944/preprints202009.0377.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
machine learning; prediction; adaptive neuro-fuzzy inference system; adaptive network-based fuzzy inference system; diffuse fraction; multilayer perceptron
Online: 17 September 2020 (05:46:25 CEST)