ARTICLE
|
doi:10.20944/preprints202001.0298.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Probability; Hypothesis Testing; Outlier Detection; Monte Carlo; Quality Control; Control System; Reliability; Sensitivity; Random Number Generators
Online: 25 January 2020 (16:40:16 CET)
ARTICLE
|
doi:10.20944/preprints201811.0566.v2
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Color image, grayscale image, motion blurring, random noise, inverse filtering, Wiener filtering, restoration of an image
Online: 5 February 2019 (16:13:14 CET)
ARTICLE
|
doi:10.20944/preprints201804.0369.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
row hammer; dynamic random access memory (DRAM); physical unclonable function (PUF); run-time accessible; security primitive
Online: 28 April 2018 (12:03:36 CEST)
ARTICLE
|
doi:10.20944/preprints201706.0114.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
proteins;time-varying; parallel; architectures;Conditional Random Fields (CRF);Graphics Processing Units; Block Coordinate Descent algorithm
Online: 26 June 2017 (05:47:40 CEST)
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/preprints202103.0226.v1
Subject:
Medicine And Pharmacology,
Ophthalmology
Keywords:
Artificial intelligence; machine learning; cornea; SD-OCT; keratoconus; ectasia; keratitis; random forest, convolutional neural network; transfer learning.
Online: 8 March 2021 (13:51:11 CET)
ARTICLE
|
doi:10.20944/preprints202102.0506.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Mamiellophyceae; Chlorophyta; polyethylene glycol; copy number; random insertional mutagenesis; unknown sequences; structural variations; DNA repair; NHEJ; NGS
Online: 23 February 2021 (09:37:10 CET)
ARTICLE
|
doi:10.20944/preprints202007.0577.v1
Subject:
Public Health And Healthcare,
Public, Environmental And Occupational Health
Keywords:
COVID-19; Coronavirus; SARS-CoV2; Random walks; Population dispersal; Diffusion; Lockdown; Confinement; Movement restrictions; Disease spread; Kuwait
Online: 24 July 2020 (10:57:04 CEST)
ARTICLE
|
doi:10.20944/preprints202005.0458.v2
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Cost-sensitive feature selection; ensemble models; decision tree classifiers; chronic kidney disease; random forests; gradient boosted trees
Online: 6 July 2020 (09:56:15 CEST)
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/preprints201808.0269.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
social sensing; supervised learning; statistical methods; social networks; twitter; tweets; natural disaster; random forest, kernel density estimation
Online: 15 August 2018 (11:34:43 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1564.v1
Subject:
Artificial Intelligence And Machine Learning,
Computer Science And Mathematics
Keywords:
electricity invoice; information extraction; semi-structured document; machine learning; support vector machine; random forests; decision tree; logistic regression
Online: 24 May 2024 (09:33:54 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0679.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
SQL injection attacks; Recurrent neural network (RNN) autoencoderANN; CNN; Decision Tree; Naïve Bayes; SVM; Random Forest; Logistic Regression
Online: 11 July 2023 (10:53:24 CEST)
ARTICLE
|
doi:10.20944/preprints202306.2037.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Automatic Feature Extraction; Cadastral mapping; Fit-for-purpose; Interactive delineation; Mean-shift segmentation; Random Forest classification; Land administration
Online: 29 June 2023 (03:03:19 CEST)
REVIEW
|
doi:10.20944/preprints202002.0279.v1
Subject:
Computer Science And Mathematics,
Computer Networks And Communications
Keywords:
Content distribution networks; Peer-to-peer computing; Random Linear network coding; File sharing; rarest-piece issue; information thoery
Online: 19 February 2020 (11:42:27 CET)
ARTICLE
|
doi:10.20944/preprints201710.0133.v3
Subject:
Engineering,
Civil Engineering
Keywords:
multi-step ahead forecasting; neural networks; random forests; stochastic vs machine learning models; support vector machines; time series
Online: 17 January 2019 (15:51:22 CET)
ARTICLE
|
doi:10.20944/preprints201705.0014.v2
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
onboard cloud detecion; region of interest compression; themodynamic phase; spectral angle map; markov random field; dynamic stochastic resonance
Online: 16 November 2017 (04:29:19 CET)
ARTICLE
|
doi:10.20944/preprints202401.0839.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine Learning; Invertible Neural Networks; Normalizing Flows; Water Electrolysis; Biot-Savart Law; Inverse Problems; Current Tomography; Random Error Diffusion
Online: 10 January 2024 (14:11:07 CET)
ARTICLE
|
doi:10.20944/preprints202401.0425.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
rate-distortion; source coding; finite-state encoders; random coding; code ensemble; lossy compression; universal coding; universal distribution; LZ algorithm
Online: 4 January 2024 (16:05:12 CET)
ARTICLE
|
doi:10.20944/preprints202312.1045.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
semantic segmentation; 3D building segmentation; cluster analysis; 3D city models; 3D mesh; data simulation; contextual analysis; markov random fields
Online: 14 December 2023 (06:00:08 CET)
ARTICLE
|
doi:10.20944/preprints202312.0795.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
convolutional neural networks; post-training quantization; block-wise reconstruction; progressive optimization strategy; random weighted quantized activation; global fine-tuning
Online: 12 December 2023 (05:13:46 CET)
ARTICLE
|
doi:10.20944/preprints202311.0248.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Skin cancer; Contourlet Transform (CT); Particle Swarm Optimization (PSO); Support Vector Machine (SVM); Random Forest (RF); Neural Network (NN)
Online: 6 November 2023 (01:19:45 CET)
ARTICLE
|
doi:10.20944/preprints202310.0463.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep learning; LSTM; regression; ensemble learning; random forest, XGBoost; wearable devices; well-being; digital health; pervasive health; digital biomarkers
Online: 10 October 2023 (02:30:03 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/preprints202001.0265.v1
Subject:
Business, Economics And Management,
Economics
Keywords:
climate change; sustainable intensification (SI); smallholders; meta-analysis; random-effect model; Adoption, Southern Africa Development Community (SADC); effect size
Online: 23 January 2020 (14:03:51 CET)
ARTICLE
|
doi:10.20944/preprints201812.0339.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
probabilistic finite element method; HK40 stainless steel; axisymmetric finite elements; random variables; material and load variability; Monte Carlo simulation
Online: 28 December 2018 (07:21:49 CET)
ARTICLE
|
doi:10.20944/preprints201802.0087.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
building damage; climate change scenarios; decision tree analysis; limit value; natural disaster; random forest; risk assessment process; South Korea
Online: 12 February 2018 (11:13:37 CET)
ARTICLE
|
doi:10.20944/preprints201701.0023.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Random forest classification; urban sprawl; spatial metrics; Renyi’s entropy; sustainability; land change modelling; remote sensing; urban growth model; Chennai
Online: 5 January 2017 (09:20:29 CET)
ARTICLE
|
doi:10.20944/preprints202307.1831.v1
Subject:
Medicine And Pharmacology,
Veterinary Medicine
Keywords:
machine learning; veterinary medical education; random forest; medical education; artificial intelligence; Python; R; veterinary educators; educational data mining; learning analytics
Online: 26 July 2023 (14:02:31 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0161.v1
Subject:
Biochemistry And Molecular Biology,
Biology And Life Sciences
Keywords:
wildlife crime; forensic genetics; mitochondrial DNA (mtDNA); control region (CR); fallow deer (Dama dama); random match probability; population study
Online: 4 June 2024 (10:56:44 CEST)
ARTICLE
|
doi:10.20944/preprints202311.0168.v2
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
Lighting conditions; Leaf colors; Random Forests; Raphanus sativus L. var. sativus; RGB; SPAD value; Machine learning; Image processing; Color image processing
Online: 6 November 2023 (01:22:18 CET)
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/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/preprints202311.1385.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
machine learning: classification; support vector machines; random forest classifier; outlier detection; feature selection; data augmentation; hand shape recognition; sign language; virtual reality
Online: 22 November 2023 (05:51:51 CET)
ARTICLE
|
doi:10.20944/preprints202311.0238.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
decision tree; gradient boosting machine (GBM); machine learning method; multiple regression analysis; photovoltaic plant; random forest; solar photovoltaic energy generation; statistical method
Online: 6 November 2023 (10:21:09 CET)
ARTICLE
|
doi:10.20944/preprints202309.0769.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Asymmetric Probabilistic Tsetlin(APT) Machine; Tsetlin Automata(TA); stochastic point location (SPL); Asymmetric steps; random search; decaying normal distribution; state transition probability
Online: 12 September 2023 (11:30:00 CEST)
ARTICLE
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Large deviation principle; Sub-critical SINR random network model; Poisson point process; Empirical power measure; Empirical connectivity measure; Relative entropy; Kullback action
Online: 13 April 2021 (09:17:54 CEST)
ARTICLE
|
doi:10.20944/preprints201808.0081.v1
Subject:
Physical Sciences,
Thermodynamics
Keywords:
technology-product network; maximum entropy; bipartite networks; bipartite configuration model; exponential random graphs; diffusion on networks; innovation system; economic fitness and complexity
Online: 4 August 2018 (10:54:53 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/preprints201806.0188.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
minimum noise fraction (MNF) transformation; object-based image analysis (OBIA); APEX hyperspectral imagery; Random forest (RF) classifier; multiresolution segmentation (MRS); tree species classification
Online: 12 June 2018 (10:55:07 CEST)
REVIEW
|
doi:10.20944/preprints202403.0585.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Customer churn prediction; machine learning; telecommunication industry; literature review; imbalanced data; sampling techniques; classification techniques; random forest; XGBoost; gradient boosting; ensemble techniques
Online: 14 March 2024 (05:27:06 CET)
REVIEW
|
doi:10.20944/preprints202212.0139.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
Microgravity simulation; Lab-On-a-Chip (LOC); Space application; Clinostats; Rotating wall vessel (RWV); Random position machine (RPM); Diamagnetic levitation; CubeSat; Acoustic levitation; Levitation
Online: 8 December 2022 (01:59:14 CET)
ARTICLE
|
doi:10.20944/preprints202405.0395.v1
Subject:
Biophysics,
Physical Sciences
Keywords:
Individual molecule tracking; diffusion; thermodynamic jitter; live cell, cytoplasm, liquids, room temperature, continuous-time random walk (CTRW); Brownian motion/diffusion anomalous motion/diffusion; computer simulations
Online: 7 May 2024 (13:08:33 CEST)
ARTICLE
|
doi:10.20944/preprints202209.0170.v1
Subject:
Physical Sciences,
Atomic And Molecular Physics
Keywords:
n/a; Hard Sphere; Crystallization; Entropy-driven phenomena; packing, polymer, molecular simulation, phase transition, face centered-cubic, hexagonal close packed; random walk; colloids; crystal perfection
Online: 13 September 2022 (10:16:17 CEST)
ARTICLE
|
doi:10.20944/preprints202208.0299.v1
Subject:
Physical Sciences,
Optics And Photonics
Keywords:
dispersion management; mid-span spectral inversion; dispersion map; optical phase conjugator; residual dispersion per span; random distribution; chromatic dispersion; nonlinear Kerr effect; wavelength division multiplexed
Online: 17 August 2022 (04:17:45 CEST)
ARTICLE
|
doi:10.20944/preprints202104.0621.v1
Subject:
Biology And Life Sciences,
Virology
Keywords:
SAR-COV-2; COVID-19; Asymptomatic patients; Viral transmission networks; Exponential random graph model (ERGM) network analysis; Demographic homogeneities and heterogeneities; Symptomological homogeneities and heterogeneities
Online: 22 April 2021 (21:10:10 CEST)
ARTICLE
|
doi:10.20944/preprints202009.0491.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Short term load forecasting; STLF; deep learning; RNN; LSTM; GRU; machine learning; SVR; random forest; KNN; energy consumption; energy-intensive manufacturing; time series prediction; industry
Online: 21 September 2020 (04:19:45 CEST)
ARTICLE
|
doi:10.20944/preprints202402.1324.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
heat wave; heatwaves detection; land surface heatwaves; data gap-filling; machine learning algorithm; random forest regression; spatio-temporal databases; geospatial analysis; air temperature; land surface temperature
Online: 23 February 2024 (08:40:08 CET)
ARTICLE
|
doi:10.20944/preprints201807.0258.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
compressive sensing; orthogonal matching pursuit; hybrid optical cryptography; symmetric cryptography; asymmetric cryptography; Fourier related transforms; double random phase/amplitude optical key encryption; data compression; sensor reduction
Online: 16 July 2018 (07:36:09 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0629.v1
Subject:
Biophysics,
Physical Sciences
Keywords:
individual molecule tracking; individual molecule; single molecule; diffusion; thermodynamic jitter; live cell; cytoplasm; liquids; room temperature; continuous-time random walk (CTRW); Brownian motion; anomalous motion; computer simulation
Online: 11 June 2024 (08:12:32 CEST)
ARTICLE
|
doi:10.20944/preprints202201.0107.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Very short term load forecasting; VSTLF; Short term load forecasting; STLF; deep learning; RNN; LSTM; GRU; machine learning; SVR; random forest; extreme gradient boosting, energy consumption; ARIMA; time series prediction.
Online: 10 January 2022 (12:17:35 CET)
ARTICLE
|
doi:10.20944/preprints202403.0437.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Artificial Intelligence(AI); Bagging; Boosting; ComImp; Effort Estimation(EE); Ensemble Learning(EL); Machine Learning(ML); Merge Dataset; PCA-ComImp; Voting; Random Forest(RF); Software Project Management(SPM); Software Effort Estimation(SEE)
Online: 8 March 2024 (03:47:24 CET)
ARTICLE
|
doi:10.20944/preprints202405.0975.v1
Subject:
Other,
Public Health And Healthcare
Keywords:
Stroke; supervised machine learning; unsupervised machine learning; Logistic Regression; Random Forest; Support Vector Machine (SVM); eXtreme Gradient Boost (XGBoost); Light Gradient Boosted Machine (Light-GBM); K-prototype clustering; Shapley Addictive ExPlanations (SHAP)
Online: 14 May 2024 (13:25:32 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1009.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Electrical power systems; Support vector machines; random Forest; machine learning; wavelet transform; transmission lines fault; Electrical power quality; short circuit; Classification of faults; localization of faults; decision trees; Ensemble learning; K-nearest neighbors
Online: 15 September 2023 (04:54:55 CEST)
ARTICLE
|
doi:10.20944/preprints202403.1569.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Random boolean networks; entropy; algorithmic complexity; compressibility
Online: 26 March 2024 (10:07:13 CET)