ARTICLE
|
doi:10.20944/preprints202403.0057.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
Norway spruce; Scots pine; forest regeneration; organic N-fertilization; seedling size; planting position; pine weevil.
Online: 1 March 2024 (16:54:52 CET)
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/preprints202312.0112.v1
Subject:
Engineering,
Bioengineering
Keywords:
fruit tree model; linear sweep frequency; forest fruit harvesting; branch spectrum; fruit tree vibration simulation
Online: 4 December 2023 (04:19:30 CET)
ARTICLE
|
doi:10.20944/preprints202311.1287.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Spatial and Temporal Distribution; Coral Reef; Random Forest; Support Vector Machine; Classification and Regression Tree.
Online: 21 November 2023 (08:05:33 CET)
ARTICLE
|
doi:10.20944/preprints202310.1467.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
body-worn sensors; multi layer classifier; random forest; kernel fisher discriminant analysis; SVM; stepwise regression
Online: 23 October 2023 (16:18:56 CEST)
ARTICLE
|
doi:10.20944/preprints202310.1345.v1
Subject:
Environmental And Earth Sciences,
Geography
Keywords:
area studied; BLFR model; BI-LSTM-CRF; improved heuristic disambiguation method; feature template; random forest
Online: 23 October 2023 (05:43:30 CEST)
ARTICLE
|
doi:10.20944/preprints202310.0875.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
surface roughness; biocompatible materials; alloy; Ti-6Al-4V; Taguchi method; ANOVA; neural networks; Random Forest
Online: 13 October 2023 (10:01:42 CEST)
CONCEPT PAPER
|
doi:10.20944/preprints202310.0571.v1
Subject:
Social Sciences,
Decision Sciences
Keywords:
Public Procurement; Machine Learning; Socio-Economic Impacts; Inclusive Procurement; Dominican Republic; Random Forest; Gradient Boosting
Online: 10 October 2023 (08:23:29 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0800.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
forest monitoring; remote-sensing; satellite image; bark beetle damage; Sentinel-2; vegetation index; water index
Online: 12 July 2023 (11:13:47 CEST)
REVIEW
|
doi:10.20944/preprints202306.1937.v1
Subject:
Biology And Life Sciences,
Ecology, Evolution, Behavior And Systematics
Keywords:
adaptation; acclimation; climate change; global warming; species migration; trees; neotropical; rainforest; Amazon; Biodiversity; Tropical Forest
Online: 27 June 2023 (15:48:46 CEST)
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/preprints202306.1011.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
tree radial growth; iterative growth model; Tibetan Plateau; coniferous forest; growth variability; tree size heterogeneity
Online: 14 June 2023 (08:40:50 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0891.v1
Subject:
Engineering,
Mining And Mineral Processing
Keywords:
Fragmentation; Artificial neural network; Random Forest regression; Support vector regression; XG Boost Regression; Sensitivity analysis
Online: 13 June 2023 (08:04:17 CEST)
ARTICLE
|
doi:10.20944/preprints202305.1631.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
blowdowns; crown damage; forest inventory; extreme wind gusts; natural disturbances; spatial resolution; Spectral Mixture Analysis
Online: 23 May 2023 (08:53:39 CEST)
ARTICLE
|
doi:10.20944/preprints202211.0306.v1
Subject:
Social Sciences,
Ethnic And Cultural Studies
Keywords:
Terrestrial Laser Scanning; LiDAR; Mobile Laser Scanning; SLAM; Forest inventory; Garden documentation; Garden digital surveying
Online: 16 November 2022 (10:33:52 CET)
ARTICLE
|
doi:10.20944/preprints202203.0337.v2
Subject:
Environmental And Earth Sciences,
Other
Keywords:
landslide susceptibility; stacking ensemble; machine learning; random forest; gradient boosting decision tree; extreme gradient boosting
Online: 5 October 2022 (10:29:51 CEST)
ARTICLE
|
doi:10.20944/preprints202206.0154.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Above ground biomass; allometric equation; forest conservation; climate change mitigation; Biomass; carbon dioxide; carbon Sequestration
Online: 10 June 2022 (08:15:38 CEST)
ARTICLE
|
doi:10.20944/preprints202112.0390.v1
Subject:
Biology And Life Sciences,
Ecology, Evolution, Behavior And Systematics
Keywords:
Aerial laser scanning; Canopy structural complexity; Forest structure; National Ecological Observatory Network (NEON); Pulse density
Online: 23 December 2021 (11:59:27 CET)
ARTICLE
|
doi:10.20944/preprints202002.0411.v2
Subject:
Engineering,
Civil Engineering
Keywords:
transportation infrastructure; flexible pavement; structural number prediction; Gaussian process regression; m5p model tree; random forest
Online: 9 June 2020 (11:35:32 CEST)
ARTICLE
|
doi:10.20944/preprints201910.0090.v1
Subject:
Biology And Life Sciences,
Ecology, Evolution, Behavior And Systematics
Keywords:
alpine forest gap; freeze-thaw cycle; fungi to bacteria ratio; snow cover depth; total phenol
Online: 8 October 2019 (10:57:01 CEST)
ARTICLE
|
doi:10.20944/preprints201811.0020.v1
Subject:
Biology And Life Sciences,
Ecology, Evolution, Behavior And Systematics
Keywords:
low-cost UAV; greenness index; Pinus nigra; Pinus sylvestris; forest regeneration; flight altitude; small UAV
Online: 2 November 2018 (05:17:07 CET)
ARTICLE
|
doi:10.20944/preprints201810.0615.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
hyperspectral images; multispectral images; spectral diversity; Shannon entropy; tropical forest; marine coral reefs; biodiversity; correlation.
Online: 25 October 2018 (16:30:53 CEST)
ARTICLE
|
doi:10.20944/preprints201808.0139.v2
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Forest Fire; Prediction Model; Energy-Efficient; Sensors; WSN; X-MAC; Hybrid; Adaptive; Duty-Cycle; Protocol
Online: 3 September 2018 (10:09:11 CEST)
ARTICLE
|
doi:10.20944/preprints201808.0533.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
driving forces; landscape change; landscape dynamics; forest landscape; land use; land cover; landscape change index
Online: 30 August 2018 (14:49:28 CEST)
ARTICLE
|
doi:10.20944/preprints201710.0017.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
forest stand parameters; SPOT-5 satellite image; textural and spectral features; topographic information; estimation model
Online: 3 October 2017 (16:33:25 CEST)
ARTICLE
|
doi:10.20944/preprints201609.0081.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
spectral reflectance; vegetation indices; vegetation; remote sensing; oil spill; mangrove forest; oil pollution; Landsat 8
Online: 23 September 2016 (06:19:49 CEST)
ARTICLE
|
doi:10.20944/preprints202408.0138.v1
Subject:
Environmental And Earth Sciences,
Ecology
Keywords:
stand richness; common and abundant species; hill numbers; coniferous and broadleaves species; forest management
Online: 2 August 2024 (10:42:41 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/preprints202405.1218.v1
Subject:
Social Sciences,
Psychiatry And Mental Health
Keywords:
natural environment-based interventions; forest therapy; stress; positive affect; negative affect; connectedness to nature; self-compassion
Online: 20 May 2024 (12:36:59 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/preprints202404.0343.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/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)
ARTICLE
|
doi:10.20944/preprints202401.1362.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
wildfires; forest; climatic factors; monitoring; fire recurrence; remote sensing; machine learning; Landsat; time series; trend analyses
Online: 18 January 2024 (10:29:52 CET)
ARTICLE
|
doi:10.20944/preprints202401.0771.v1
Subject:
Biology And Life Sciences,
Ecology, Evolution, Behavior And Systematics
Keywords:
Collembola; edaphic communities recovery; Alpha diversity indexes; burned forest; removal and burning of wood after fire
Online: 10 January 2024 (08:12:52 CET)
ARTICLE
|
doi:10.20944/preprints202401.0379.v1
Subject:
Computer Science And Mathematics,
Signal Processing
Keywords:
MIMO radar; hand gesture recognition; adaptive signal processing algorithm; random forest; mirror filtering; elevation angle estimation
Online: 4 January 2024 (15:17:38 CET)
ARTICLE
|
doi:10.20944/preprints202311.1657.v1
Subject:
Engineering,
Aerospace Engineering
Keywords:
forest-fire monitoring; synthetic aperture telescope; satellite formation flying; geostationary orbit; dynamics and control; numerical analysis
Online: 27 November 2023 (07:12:36 CET)
ARTICLE
|
doi:10.20944/preprints202311.0911.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
forest decline; Diplodia corticola; Botryosphaeriaceae; emerging plant diseases; fungal pathogens; endophytic fungi; biotic and abiotic stress.
Online: 15 November 2023 (03:48:59 CET)
ARTICLE
|
doi:10.20944/preprints202308.0956.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
multidimensional data analysis; correspondence analysis; agglomerative hierarchical clustering; random forest; hydraulic system; machine learning; feature importance
Online: 14 August 2023 (09:14:49 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0744.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Banana diseases; Blood Diseases Banana (BDB); Fusarium wilt; Random Forest; Spatial pattern; Multispectral images; Spectral Analysis
Online: 12 July 2023 (08:01:24 CEST)
ARTICLE
|
doi:10.20944/preprints202306.1933.v1
Subject:
Biology And Life Sciences,
Ecology, Evolution, Behavior And Systematics
Keywords:
Andes mountains; drought tolerance; elevation; solute leakage; tropical forest; understory plants; turgor loss point; cuticular conductance
Online: 27 June 2023 (15:02:29 CEST)
ARTICLE
|
doi:10.20944/preprints202302.0330.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
integration; climate change; sustainable forest management; information and communication technology; sustainable development goals; systems thinking approach
Online: 20 February 2023 (08:03:25 CET)
ARTICLE
|
doi:10.20944/preprints202206.0197.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
sodium chloride; photosystem II; Green Forest; carbon assimilation; salt-sensitive; C3 plant; climate change; abiotic stress
Online: 14 June 2022 (08:04:31 CEST)
ARTICLE
|
doi:10.20944/preprints202201.0138.v1
Subject:
Business, Economics And Management,
Business And Management
Keywords:
Smart Grid; Random Forest; Internet of Things; Power management; Machine Learning; Smart Meter; Priority Power Scheduling.
Online: 11 January 2022 (13:01:08 CET)
ARTICLE
|
doi:10.20944/preprints202108.0310.v1
Subject:
Business, Economics And Management,
Business And Management
Keywords:
Ecuador; American Pacific; Bivalve mollusks; Concha prieta; Value chain; Productivity; Quality-of-life; Competitiveness, Mangrove forest.
Online: 14 August 2021 (15:51:30 CEST)
ARTICLE
|
doi:10.20944/preprints202104.0003.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
under-canopy surveys; UAV laser scanning; tree height; stem curve; stem volume; field reference; forest plot
Online: 1 April 2021 (09:53:15 CEST)
ARTICLE
|
doi:10.20944/preprints202012.0315.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Intrusion Detection Systems; Anomaly detection; Sequential analysis; Random Forest; Multi-Layer Perceptron; Long-Short Term Memory
Online: 14 December 2020 (09:36:58 CET)
ARTICLE
|
doi:10.20944/preprints201809.0507.v1
Subject:
Computer Science And Mathematics,
Mathematical And Computational Biology
Keywords:
BioSearch Engine Designm, ETC-1922159, Ranking, Combinatorial forest space, Sensitivity analysis, Support Vector Machine, Colorectal Cancer
Online: 26 September 2018 (10:59:30 CEST)
ARTICLE
|
doi:10.20944/preprints201712.0100.v2
Subject:
Environmental And Earth Sciences,
Geophysics And Geology
Keywords:
cold-water coral; carbonate mound; habitat mapping; spatial prediction; image segmentation; GEOBIA; random forest; accuracy, confidence
Online: 18 January 2018 (16:08:36 CET)
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/preprints202403.0643.v1
Subject:
Biology And Life Sciences,
Other
Keywords:
Phytophthora; Agathis australis; kauri dieback; community structure; soil baiting; metabarcoding; New Zealand; epidemiology; invasive pathogen; forest management
Online: 11 March 2024 (18:00:13 CET)
REVIEW
|
doi:10.20944/preprints202403.0584.v1
Subject:
Medicine And Pharmacology,
Medicine And Pharmacology
Keywords:
wet tropics; climate change; metabolomics; tropical montane cloud forest; Wet Tropics World Heritage Area; plant secondary metabolites
Online: 11 March 2024 (17:40:45 CET)
ARTICLE
|
doi:10.20944/preprints202311.1230.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
logistics value chain; internal pricing mechanism; emission allowance price; carbon sink; renewable forest; security of wood supply
Online: 21 November 2023 (10:44:31 CET)
ARTICLE
|
doi:10.20944/preprints202310.1123.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
list of breeding forest birds; distribution over 150 years; distribution limits; peninsulas; islands; influence of man; fires
Online: 18 October 2023 (05:20:30 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/preprints202306.1234.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Water-related ecosystem services; Sediment retention; Riparian vegetation; Brazilian Forest Code; Water management; Water-Energy-Food nexus
Online: 16 June 2023 (11:24:13 CEST)
ARTICLE
|
doi:10.20944/preprints202305.1273.v1
Subject:
Environmental And Earth Sciences,
Other
Keywords:
forest ecosystem services; rental income; wood production function of forests; water protection and regulation function of forests
Online: 18 May 2023 (05:18:40 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0126.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Cumulative effects; fine sediment; particulate phosphorus; sediment geochemistry; gravel-bed rivers; forest disturbance; wildfire; eutrophication; climate change
Online: 8 October 2021 (08:07:28 CEST)
ARTICLE
|
doi:10.20944/preprints202109.0252.v1
Subject:
Biology And Life Sciences,
Insect Science
Keywords:
Emerald ash borer; Fraxinus spp.; forest pests; invasive populations; north-west Russia; Saint Pe-tersburg; urban pests
Online: 15 September 2021 (09:46:17 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/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)
CONCEPT PAPER
|
doi:10.20944/preprints201909.0016.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
land cover; classification Spatial and temporal Analysis; forest cover; Google Earth Engine (GEE); MODIS; Landsat; NOAA AVHRR
Online: 2 September 2019 (04:51:15 CEST)
ARTICLE
|
doi:10.20944/preprints201908.0198.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
plant vegetation profile; forest rehabilitation; vegetation stratification; bird wealth; taxonomic wealth; plant density; springs in Arjuna mount
Online: 20 August 2019 (04:02:08 CEST)
ARTICLE
|
doi:10.20944/preprints201812.0327.v2
Subject:
Social Sciences,
Political Science
Keywords:
REDD+; amazon fund; results-based funding; benefit distribution; resource allocation; climate change funding; effectiveness.; forest conservation funding
Online: 13 February 2019 (09:59:35 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/preprints201711.0019.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Mining; Mine reclamation; Land cover change; Vegetation health; NDVI Post-mining; SMA; Random forest classification; Remote Sensing
Online: 2 November 2017 (15:01:03 CET)
ARTICLE
|
doi:10.20944/preprints201611.0140.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
understory species; allometric biomass equation; species-specific and multispecies; temperate coniferous and broadleaved mixed forest; northeastern China
Online: 28 November 2016 (04:41:35 CET)
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)
ARTICLE
|
doi:10.20944/preprints202305.0917.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Machine learning; Geriartic fall detection; Dataset; K Nearest Neighbours; Naive Bayes; Logistic Regression; Random Forest; Support Vector Machine
Online: 12 May 2023 (10:00:16 CEST)
ARTICLE
|
doi:10.20944/preprints202101.0255.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
UAV; Parrot Sequoia multispectral camera; photosynthetic pigments; Norway spruce; forest; linear models; ground truth; needle age; crown detection
Online: 13 January 2021 (14:52:06 CET)
ARTICLE
|
doi:10.20944/preprints201807.0439.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
climate change; temperature stress; drought; elevated CO2; soil water; forest succession; mechanistic landscape model; LANDIS-II; PnET-Succession
Online: 24 July 2018 (05:34:08 CEST)
ARTICLE
|
doi:10.20944/preprints201709.0009.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
machine learning; sequential maximum a posteriori; random forest; support vector machines; land use classification; textural information; contextual information
Online: 4 September 2017 (10:43:26 CEST)
REVIEW
|
doi:10.20944/preprints202407.0630.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
ecosystem restoration; watershed management; nature-based solutions; reforestation; weirs; Tijuca Forest; Rio de Janeiro; Panama Canal; Alentejo Region; Portugal
Online: 9 July 2024 (03:07:32 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/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)
REVIEW
|
doi:10.20944/preprints202310.2045.v1
Subject:
Medicine And Pharmacology,
Ophthalmology
Keywords:
Flavivirus; Eye; West Nile Virus; Dengue fever Virus; Yellow Fever; Zika virus; Japanese Encephalitis Virus; Kyasanur Forest Disease Virus
Online: 1 November 2023 (03:05:45 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/preprints202202.0141.v1
Subject:
Environmental And Earth Sciences,
Space And Planetary Science
Keywords:
forest degradation; biomass change; texture analysis; NDVI; earth observation; satellite data; PlanetScope; WorldView-3; Sentinel-2; Landsat; SkySat; SPOT
Online: 9 February 2022 (13:38:19 CET)
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/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/preprints201810.0640.v1
Subject:
Biology And Life Sciences,
Ecology, Evolution, Behavior And Systematics
Keywords:
European spruce bark beetle, Ips, Dendroctonus, global change, symbiosis, natural enemies, population dynamics, biotic interactions, tree killing, forest pest
Online: 26 October 2018 (16:30:11 CEST)
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/preprints202307.0132.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Forest Fire 1; Pauri-Gharwal 2; Surface and Subsurface Hydrology 3; Remote Sensing and GIS 4; Support Vector Machine 5
Online: 4 July 2023 (03:52:21 CEST)
ARTICLE
|
doi:10.20944/preprints202111.0189.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
InSAR; TanDEM-X; forest degradation; biomass change; Synthetic Aperture Radar; SAR; Carbon cycle; Satellite data; Earth Observation; DLR; X-band
Online: 9 November 2021 (15:43:37 CET)
ARTICLE
|
doi:10.20944/preprints202108.0392.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
image quality assessment; real-time image processing; image functions adaptation; convolutional neural network; face alignment; deep neural network; random forest
Online: 18 August 2021 (17:06:02 CEST)
ARTICLE
|
doi:10.3390/sci2040061
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
industry4.0; fault detection; fault diagnosis; random forest; diagnostic graph; distributed diagnosis; model-based; data-driven; hybrid approach; hydraulic test rig
Online: 24 September 2020 (00:00:00 CEST)
REVIEW
Subject:
Biology And Life Sciences,
Forestry
Keywords:
Afforestation; Climate change mitigation; Ecological Restoration; Forest landscape restoration; Large-scale tree planting; Natural regeneration; Nature-based solutions; Stakeholders participation
Online: 5 September 2020 (08:01:43 CEST)
ARTICLE
|
doi:10.20944/preprints202007.0548.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
industry4.0; fault detection; fault diagnosis; random forest; diagnostic graph; distributed diagnosis; model-based; data-driven; hybrid approach; hydraulic test rig
Online: 23 July 2020 (11:26:41 CEST)
ARTICLE
|
doi:10.20944/preprints202402.1681.v1
Subject:
Environmental And Earth Sciences,
Ecology
Keywords:
re-inventory; red wood ants; dead wood; woodpecker; forest habitat; tree age; tree species; natural restocking, GeoBio-Interactions; Erbendorfer fault line
Online: 29 February 2024 (10:01:33 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/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/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)