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/preprints201901.0050.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
mapping cocoa agroforests; Congo Basin rainforest; sentinel-1; SAR; GLCM textures; grey level quantization; random forest algorithm; machine learning; classification uncertainty
Online: 7 January 2019 (09:56:10 CET)
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/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/preprints201807.0209.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Unmanned Aerial systems (UAS); , RGB high resolution imagery; forest canopy gaps; understorey; vertical species diversity; microhabitat-bearing trees; contrast split segmentation; drone
Online: 12 July 2018 (05:36:22 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/preprints202307.1043.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Image classification; Land use/land cover mapping; Maximum likelihood; K-nearest neighbors; Random Forest; Support Vertors Machine; Landsat-8 OLI; Sentinel-2 MSI
Online: 17 July 2023 (09:23:49 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/preprints202408.0930.v1
Subject:
Biology And Life Sciences,
Insect Science
Keywords:
Xyleborus beetles; ambrosia beetles; forest pests; agricultural impact; pest management; biological control; integrated pest management (IPM); molecular genetics; ecological impact; economic impact
Online: 13 August 2024 (14:36:47 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)
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/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/preprints201905.0222.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
tree seed pathogens, alien invasive species, emerging forest disease, global trade, plant biosecurity, commercial seed, Pinus, Diplodia sapinea, Sydowia polyspora, Lasiodiplodia theobromae, mycobiome, FUNGuild
Online: 17 May 2019 (11:08:40 CEST)
ARTICLE
|
doi:10.20944/preprints201707.0041.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
pine nut; pine nut syndrome (PNS); pine mouth syndrome (PMS); non-wood forest products; Leptoglossus occidentalis (Western conifer seed bug); Sphaeropsis sapinea (sphaeropsis blight)
Online: 17 July 2017 (05:58:34 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/preprints202012.0792.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Boreal forest; Multi-temporal LiDAR remote sensing; Crown Closure Monitoring; Tree Density; Gap Fraction; Vertical canopy cover; Gap probability; Spatial Autocorrelation; Height threshold; Spatial grid resolution
Online: 31 December 2020 (11:55:01 CET)
ARTICLE
|
doi:10.20944/preprints202008.0397.v1
Subject:
Medicine And Pharmacology,
Veterinary Medicine
Keywords:
group A rotavirus gastroenteritis; emerging zoonotic viral diseases; leopardus tigrinus and leopardus pardalis; endangered neotropical rain forest felids; rehabilitation of injured or orphaned native wild cats
Online: 19 August 2020 (08:06:31 CEST)
HYPOTHESIS
|
doi:10.20944/preprints202010.0391.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
bushfires; forest fires; climate change; natural hazard characterisation; hazard magnitude; intensity; impact; history of fires and droughts; fire magnitude and intensity vs global temperatures; causes of bushfires
Online: 19 October 2020 (15:17:34 CEST)
ARTICLE
|
doi:10.20944/preprints202310.0926.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Scots pine; pedunculate oak and small-leaved linden seedlings; sowing terms; microorganismal consortium; bioactive substances forest plantations biological control; isolate of microorganism; plant protection with Bacterial product LRV; Biogeosystem Technique
Online: 16 October 2023 (11:36:23 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/preprints201908.0270.v1
Subject:
Biology And Life Sciences,
Biology And Biotechnology
Keywords:
red plum apricot; fruit forest; planting area; benefits; soil water resources use limit by red plum apricot; suitable leaf amount of red plum apricot; sustainable produce of red plum apricot
Online: 26 August 2019 (15:24:14 CEST)
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:
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/preprints201812.0064.v1
Subject:
Biology And Life Sciences,
Other
Keywords:
combinatorial search forest; sensitivity analysis; support vector ranking algorithm; unknown biological hypotheses; Wnt pathway; PORCN-WNT inhibitors; ETC-1922159; Sobol indices; Hilbert Schmidt independence criterion indices (HSIC); F-divergence (Fdiv); systems biology
Online: 5 December 2018 (07:52:17 CET)
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)
DATA DESCRIPTOR
|
doi:10.20944/preprints202312.0561.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
Pinus sylvestris L.; Scots pine; seed spectrometric feature; individual seed; container-growm germination; RGB color space; L*a*b* color space; seed size; individual seed mass; Dickson quality index (DQI); forest landscape restoration (FLR)
Online: 8 December 2023 (05:47:28 CET)