ARTICLE
|
doi:10.20944/preprints202409.1563.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
power consumption prediction; machine learning models; predictive analytics; feature analysis; random forest; support vector machine (SVM); deep neuronal networks (DNN)
Online: 20 September 2024 (02:59:58 CEST)
ARTICLE
|
doi:10.20944/preprints202409.1118.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
cervical cancer; cancer; artificial intelligence; sampling methods; unbalanced datasets; 34 classification methods; prediction methods; K-Nearest Neighbours; Logistic Regression; Random 35 Forest
Online: 14 September 2024 (08:33:58 CEST)
ARTICLE
|
doi:10.20944/preprints202409.1107.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Machine Learning; Land cover classification; Object-based image analysis; Pixel-based image analysis; Random Forest; Support Vector Machine
Online: 14 September 2024 (07:38:55 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0698.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; AI; random effects; cardiovascular medicine; risk prediction; expectation-maximization; xgboost
Online: 10 September 2024 (12:39:32 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0785.v1
Subject:
Environmental And Earth Sciences,
Geography
Keywords:
urban heat patterns; air temperature; LiDAR; mobile sensors; random forest
Online: 10 September 2024 (10:48:49 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0729.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
Credit card default; Confusion matrix; Deep Neural Network; Default prediction; Linear Discriminant Analysis; Logistic regression; Machine learning; Random Forest; Support Vector Machine; XGBoost
Online: 10 September 2024 (09:56:57 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0779.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Vacuum Cleaning Robot (VCR); Faç ade Cleaning Robot (FCR); Random Walk Algorithm; Ultrasonic Sensors; Adhesion Mechanism
Online: 10 September 2024 (09:35:55 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0667.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Differentiated Thyroid Cancer; SMOTE; Machine Learning; Predictive Analytics; Random Forest Classifier
Online: 9 September 2024 (11:49:43 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0681.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Random Forest; Tree Selection; , Classification; Class-Imbalance Problem; Synthetic Data Generation
Online: 9 September 2024 (11:21:00 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0415.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
CCMP; SAR; radiometers; ocean winds; mean percent differences; Random Forest (RF) regressor
Online: 9 September 2024 (04:30:56 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0552.v1
Subject:
Biology And Life Sciences,
Food Science And Technology
Keywords:
baijiu; flavor type; sensory evaluation; differential marker; correlation analysis; random forest
Online: 6 September 2024 (13:48:12 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0526.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
data-driven modelling; machine learning; landslide; remote sensing; Logistic Regression; Random Forest; Support Vector Classifier; Ometepe; Nicaragua
Online: 6 September 2024 (13:04:28 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0536.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
UAV; Sentinel-2; RGB imagery; NDVI; random forest; carbon storage capacity; near-natural forest; wilderness area; Austria
Online: 6 September 2024 (12:07:03 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0457.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
ensemble learning; FPGA-based switch; random projection; k-nearest neighbour; cloud computing
Online: 5 September 2024 (12:11:34 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0369.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Kennedy model; calibration; term structure model; option pricing; interest rate swap; Gaussian random field; Heath-Jarrow-Morton framework; HJM model
Online: 5 September 2024 (02:44:32 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0042.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Machine Learning; Random Forest; LoRa (Long range); Internet of Things; Smart Poultry Farm; Ammonia gas Optimization
Online: 2 September 2024 (11:37:57 CEST)
ARTICLE
|
doi:10.20944/preprints202408.2138.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
Compressed quantum random oracle; ring-LWE; multi-signature; identification scheme
Online: 30 August 2024 (10:54:05 CEST)
ARTICLE
|
doi:10.20944/preprints202408.2034.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
white oak mortality; spatial patterns; clustered; random; uniform
Online: 28 August 2024 (12:15:45 CEST)
ARTICLE
|
doi:10.20944/preprints202408.1952.v1
Subject:
Engineering,
Other
Keywords:
online learning; technology-enhanced learning; educational machine learning; educational artificial intelligence; feature selection methods; random forest; SVM; decision tree
Online: 27 August 2024 (12:41:12 CEST)
ARTICLE
|
doi:10.20944/preprints202408.1924.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
road roughness; driver’ s comfort; random forest; long-haul; transportation; probe vehicle; correlation
Online: 27 August 2024 (05:36:12 CEST)
ARTICLE
|
doi:10.20944/preprints202408.1813.v1
Subject:
Biology And Life Sciences,
Virology
Keywords:
Sars-CoV-2; COVID-19; Biomarker; LGALS9; LAMP3; PRSS8; AGRN; Support Vector Machine; Logistic Regression; Random Forest
Online: 26 August 2024 (12:04:32 CEST)
ARTICLE
|
doi:10.20944/preprints202408.1443.v1
Subject:
Business, Economics And Management,
Marketing
Keywords:
attention economics; influencer marketing; purchase intent; unsupervised learning; random forest; logistic regression
Online: 20 August 2024 (12:41:17 CEST)
ARTICLE
|
doi:10.20944/preprints202405.0395.v2
Subject:
Physical Sciences,
Biophysics
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: 20 August 2024 (11:17:36 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0629.v2
Subject:
Physical Sciences,
Biophysics
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: 20 August 2024 (10:51:43 CEST)
ARTICLE
|
doi:10.20944/preprints202408.1033.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Data Fusion; Ecosystem Mapping; Random Forest Classifier; Multi-Sensor Imagery; Classification Accuracy
Online: 15 August 2024 (03:00:00 CEST)
ARTICLE
|
doi:10.20944/preprints202408.0968.v1
Subject:
Biology And Life Sciences,
Animal Science, Veterinary Science And Zoology
Keywords:
Jersey crossbred cattle; Genetic correlation; Heritability; Random regression; REML; Test day milk yield
Online: 14 August 2024 (00:38:20 CEST)
ARTICLE
|
doi:10.20944/preprints202408.0865.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Random Forest; burn severity; UAV; Kalahari; remote sensing; savanna; machine learning; wildfire
Online: 13 August 2024 (11:32:41 CEST)
ARTICLE
|
doi:10.20944/preprints202408.0634.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
random vibration; Weibull reliability; mechanical design; cumulative damage model; static and modal analysis
Online: 9 August 2024 (09:59:33 CEST)
ARTICLE
|
doi:10.20944/preprints202408.0454.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
generalized nonlinear random variational inequality problems; measurable spaces; Gwinner’ s section theorem; Aummann’ s measurable selection; Minty,s lemma; solution sets
Online: 8 August 2024 (12:00:18 CEST)
ARTICLE
|
doi:10.20944/preprints202408.0542.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; sybil attacks; online social networks; cybersecurity; random forest; support vector machine; KNN
Online: 8 August 2024 (11:44:28 CEST)
ARTICLE
|
doi:10.20944/preprints202408.0602.v1
Subject:
Business, Economics And Management,
Economics
Keywords:
reverse auction; random cutoff; transformer model
Online: 8 August 2024 (08:57:37 CEST)
ARTICLE
|
doi:10.20944/preprints202408.0436.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
inverse photoacoustic problem; neural networks; Gaussian random noise; semiconductors; photoacoustic phase characteristic
Online: 6 August 2024 (16:00:39 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/preprints202407.2526.v1
Subject:
Biology And Life Sciences,
Neuroscience And Neurology
Keywords:
Dendritic spines; Extracellular vesicles (EV); MicroRNA (miRNA); Random distribution pattern
Online: 31 July 2024 (10:22:37 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0264.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
hyperparameter tuning; optuna; grid search; random search; urban studies
Online: 29 July 2024 (08:46:31 CEST)
ARTICLE
|
doi:10.20944/preprints202407.2197.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
traffic fatalities; logistic regression; random forest
Online: 26 July 2024 (14:52:15 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1927.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
combined p-values; fake p-values; Mendel random variables; meta-analysis
Online: 24 July 2024 (12:53:18 CEST)
ARTICLE
|
doi:10.20944/preprints202403.1569.v2
Subject:
Computer Science And Mathematics,
Data Structures, Algorithms And Complexity
Keywords:
Random Boolean Networks; Entropy; Algorithmic Complexity; Compressibility
Online: 24 July 2024 (07:24:36 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1670.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
hardware security; Physical Unclonable Functions; True Random Number Generators; programmable devices; Intellectual Property modules; secure key management
Online: 22 July 2024 (09:01:27 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1684.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
machine learning; optimal tree ensemble classifier; random forest; support vector machine; artificial neural network
Online: 22 July 2024 (07:13:53 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1477.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Artificial intelligence; Random forest model; PCA algorithm; K-means algorithm
Online: 18 July 2024 (08:48:13 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1349.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Credit Risk Assessment; Machine Learning; Random Forest; Correlation Analysis; Optimization
Online: 17 July 2024 (04:50:54 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1191.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine Learning; Latent Semantic Analysis; Gradient Boosting; Random Forest; Logistic Regression
Online: 16 July 2024 (05:34:01 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/preprints202407.0661.v1
Subject:
Business, Economics And Management,
Finance
Keywords:
extreme value theory; competing risks; random sample size
Online: 9 July 2024 (10:21:51 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0562.v1
Subject:
Computer Science And Mathematics,
Discrete Mathematics And Combinatorics
Keywords:
Complex networks; Community detection; Random walk; Seed nodes
Online: 8 July 2024 (09:11:02 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0569.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
Generalized least square; Error component; Fixed effects; Random effects; Treatment effect heterogeneity
Online: 8 July 2024 (09:04:22 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0494.v1
Subject:
Computer Science And Mathematics,
Discrete Mathematics And Combinatorics
Keywords:
tessellation; graph; Ramsey theory; transitivity; Voronoi tessellation; random Voronoi diagram; Shannon entropy; topology
Online: 5 July 2024 (07:28:33 CEST)
ARTICLE
|
doi:10.20944/preprints202406.1902.v1
Subject:
Medicine And Pharmacology,
Surgery
Keywords:
Vitamin B1 deficiency; Thiamine deficiency; Micronutrient deficiency; Bariatric surgery; Bayesian network; Random Forest; Machine learning
Online: 27 June 2024 (02:46:17 CEST)
ARTICLE
|
doi:10.20944/preprints202406.1756.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Fraud Detection; Machine Learning; Random Forest; Financial Risk Management
Online: 25 June 2024 (23:51:09 CEST)
ARTICLE
|
doi:10.20944/preprints202406.1100.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
ensemble models; student performance; machine learning; stacking; bagging; random forest
Online: 20 June 2024 (02:56:24 CEST)
ARTICLE
|
doi:10.20944/preprints202406.1251.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
crime prediction; machine learning; XGBoost; Decision Trees; Random Forest; data imbalance; Montreal
Online: 19 June 2024 (02:36:15 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0898.v1
Subject:
Medicine And Pharmacology,
Pediatrics, Perinatology And Child Health
Keywords:
fungemia; pediatric intensive care; Candida Score; mortality; random forests; predictive value
Online: 13 June 2024 (07:34:16 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0326.v1
Subject:
Computer Science And Mathematics,
Robotics
Keywords:
route and path planning; traveling salesman problem; rapidly-exploring random tree; capacitated vehicle routing; skid-steer mobile robot; harvesting tasks; terrain traversability constraints, agricultural machinary
Online: 5 June 2024 (15:19:28 CEST)
ARTICLE
|
doi:10.20944/preprints202405.2156.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Gaofen images; Object-based image classification; Random forest; Convolutional neural network; Crop classification
Online: 5 June 2024 (10:22:40 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0161.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
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/preprints202405.2035.v1
Subject:
Physical Sciences,
Quantum Science And Technology
Keywords:
Quantum Random Walk, Controlled Quantum
communication, Weak Measurement
communication, Weak Measurement
Online: 30 May 2024 (13:17:00 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1564.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
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/preprints202405.1577.v1
Subject:
Public Health And Healthcare,
Other
Keywords:
Machine Learning; Deep Learning; Random Forest; CatBoost; XGBoost; COVID-19
Online: 23 May 2024 (16:54:01 CEST)
REVIEW
|
doi:10.20944/preprints202405.1555.v1
Subject:
Computer Science And Mathematics,
Hardware And Architecture
Keywords:
memristors; security; Physical Unclonable Function (PUF); True Random Number Generator (TRNG)
Online: 23 May 2024 (16:45:57 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1180.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
fractional differentiation/integration operators; tempered fractional operators; fractional random field; random walk; limit theorems; long-range dependence; negative dependence; conditional autoregression
Online: 21 May 2024 (10:34:48 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1230.v1
Subject:
Biology And Life Sciences,
Behavioral Sciences
Keywords:
Information theory; fish behavior; entropy; quantitative assessment; random walk model
Online: 20 May 2024 (12:37:35 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1116.v1
Subject:
Medicine And Pharmacology,
Hematology
Keywords:
Leukemia; relapse; predictive model; random forest; machine learning
Online: 16 May 2024 (17:18:14 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1022.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Robust Estimation; Missing data; Bayesian Random Forest; High-dimensional Analysis; Random Forest
Online: 16 May 2024 (08:21:56 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/preprints202405.0975.v1
Subject:
Public Health And Healthcare,
Other
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/preprints202405.0476.v1
Subject:
Environmental And Earth Sciences,
Soil Science
Keywords:
Gradient Boosting; Random Forest; Artificial Neural Networks; Vegetation Index
Online: 9 May 2024 (12:15:23 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1968.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Lithium-ion; Battery state-of-health; dynamic operation profile; partial charges; random selection; linear regression
Online: 30 April 2024 (06:58:36 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1875.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Causal Forest; Causal Net; Healthcare; Virtual Twin Random Forest
Online: 29 April 2024 (10:34:18 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1847.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
dengue; gradient boosting regressor; K-nearest neighbor; Machine Learning; Random Forest; Support Vector Regressor
Online: 28 April 2024 (10:33:23 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1665.v1
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
secondary salinized soil; organic materials; salt ions; soil nutrients; random forest model; multi-linear regression model
Online: 25 April 2024 (10:38:02 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1461.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Classification, sampling, majority class, minority class, Classifier, Smote, Frost, k-nearest neighbors, Random Forest
Online: 23 April 2024 (11:50:51 CEST)
ARTICLE
|
doi:10.20944/preprints202401.2067.v2
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
principal components analysis; Linear Discriminant Analysis; Random Forest; precision; recall; F1; AUC; macro-averaged AUC; micro-averaged AUC
Online: 18 April 2024 (09:55:50 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1010.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Eigenvalue; Confusion Matrix; Random matrix; Probability distribution; Evaluation metrics
Online: 16 April 2024 (07:37:52 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0872.v1
Subject:
Computer Science And Mathematics,
Mathematics
Keywords:
portfolio selection; networks; dependence structure; Random Matrix Theory; Hilbert Transformation
Online: 15 April 2024 (11:25:46 CEST)
ARTICLE
|
doi:10.20944/preprints202403.0213.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
customer churn prediction; machine learning; classification techniques; SMOTE; ADASYN; Random Forest; XGBoost; LightGBM; CatBoost
Online: 10 April 2024 (07:57:46 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0187.v2
Subject:
Environmental And Earth Sciences,
Other
Keywords:
AirDNA; Airbnb; Random Forest; K-Nearest Neighbour; Multiple Linear Regression; Geographic Information System
Online: 9 April 2024 (11:52:38 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0606.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Forest species classification; Sentinel-1; Sentinel-2; seasonal imagery; phenology; spatial block cross-validation; Random Forests; Southern Rockies; landscape patch dynamics; Google Earth Engine
Online: 9 April 2024 (08:49:48 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0577.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
Optical color image incryption; Image incryption; Two-dimensional quantum walking; Double random phase encoding
Online: 8 April 2024 (14:37:22 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0343.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
House pricing; Catboost; Gradient Boosting; Bagging; Random Forest; Extra Tree; KNN; ANN; UK paid housing price
Online: 4 April 2024 (12:58:30 CEST)
ARTICLE
|
doi:10.20944/preprints202403.1657.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
mesh modeling; resin printing; surface finish; random texture; nature-inspired surfaces
Online: 27 March 2024 (08:23:24 CET)
ARTICLE
|
doi:10.20944/preprints202403.1142.v1
Subject:
Physical Sciences,
Other
Keywords:
Epidemic spreading; compartment model with mortality; memory effects; random walks; random graphs
Online: 22 March 2024 (07:28:23 CET)
ARTICLE
|
doi:10.20944/preprints202403.0982.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Reference Mining; BiLSTM; Transformers; Byte-Pair Encoding; Conditional Random Fields
Online: 18 March 2024 (08:26:14 CET)
ARTICLE
|
doi:10.20944/preprints202403.0944.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
Enhanced PSO; SOBOL; Halton; Quasi-random numbers
Online: 15 March 2024 (16:00:41 CET)
ARTICLE
|
doi:10.20944/preprints202403.0879.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
Recurrent Gastric Cancer, Random Forest, SMOTE, SHAP, Cost-Sensitive Learning
Online: 15 March 2024 (10:41:57 CET)
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)
ARTICLE
|
doi:10.20944/preprints202403.0647.v1
Subject:
Medicine And Pharmacology,
Emergency Medicine
Keywords:
Artificial Intelligence; Explainability; Machine Learning; Random Forest; Bayesian Networks; COVID-19
Online: 11 March 2024 (16:54:30 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/preprints202403.0018.v1
Subject:
Engineering,
Telecommunications
Keywords:
network capacity; fiber assignment; random networks; optical networks; optical communications
Online: 1 March 2024 (05:40:45 CET)
ARTICLE
|
doi:10.20944/preprints202402.1557.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Phishing; Random Forest; Deep Learning; Recurrent Neural Network; Long Short-Term Memory; Speech Synthesis; Vision Synthesis; Phishing Detection Framework; Adaptive Framework
Online: 27 February 2024 (15:39:23 CET)
ARTICLE
|
doi:10.20944/preprints202402.1491.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
tissue engineering; random positioning machines (RPMs); computational fluid dynamics(CFD); porous medium
Online: 26 February 2024 (19:49:05 CET)
ARTICLE
|
doi:10.20944/preprints202402.1414.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
climate change; storms; submerged aquatic vegetation; random forest
Online: 26 February 2024 (11:35:43 CET)
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/preprints202402.1216.v1
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
GEE; Erhai Lake Basin; Garlic Extract; Feature Selection; Random Forest
Online: 21 February 2024 (10:23:03 CET)
ARTICLE
|
doi:10.20944/preprints202402.1082.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
land use; mountainous area; rainfall; landslide hazard; random tree classifier; logistic regression; geographic information system; Taiwan
Online: 20 February 2024 (11:27:32 CET)
ARTICLE
|
doi:10.20944/preprints202402.1070.v1
Subject:
Business, Economics And Management,
Economics
Keywords:
Random growth theory; Kolmogorov forward equation; Income distribution; Generalized Pareto distribution; Kolmogorov-Smirnov test
Online: 19 February 2024 (15:12:34 CET)
ARTICLE
|
doi:10.20944/preprints202402.0543.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
TROPOMI; CH4; SUOMI NPP; VIIRS; CLOUDS; Machine Learning; Random Forest Classifier
Online: 9 February 2024 (10:52:15 CET)
ARTICLE
|
doi:10.20944/preprints202401.2161.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Circuit simulation; Demodulation; Frequency-Domain Analysis; Harmonic Balance; Linearity; Load-Modulated Power Amplifiers; Modulation; Non-linear Circuits; Pseudo-random generation
Online: 31 January 2024 (07:11:29 CET)
ARTICLE
|
doi:10.20944/preprints202401.1978.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Hyperthermia, Regression, Data reduction, Decision Tree, Random Forest
Online: 29 January 2024 (09:52:17 CET)
ARTICLE
|
doi:10.20944/preprints202401.1569.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
surface water dynamics; random forest classification; driving mechanism; Yangtze River Basin; Landsat remote sensing image; GEE
Online: 23 January 2024 (03:40:10 CET)