ARTICLE
|
doi:10.20944/preprints201703.0136.v1
Subject:
Physical Sciences,
Astronomy And Astrophysics
Keywords:
entropic gravity; Lagrange formalism; phase-field models; gradient-entropy; constraints; maximum entropy principle; curvature of space; conservation laws; Modified Newtonian Dynamics; MOND
Online: 17 March 2017 (05:16:12 CET)
ARTICLE
|
doi:10.20944/preprints201903.0039.v2
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Handwritten digit recognition; Convolutional Neural Network (CNN); Deep learning; MNIST dataset; Epochs; Hidden Layers; Stochastic Gradient Descent; Backpropagation
Online: 20 September 2019 (10:12:26 CEST)
ARTICLE
|
doi:10.20944/preprints201710.0113.v1
Subject:
Physical Sciences,
Astronomy And Astrophysics
Keywords:
gradient-entropy; contrast; phase-field models; diffuse interfaces; entropy of geometric objects; Bekenstein-Hawking entropy; Heaviside function; Dirac function; 3D Delta function
Online: 17 October 2017 (10:48:36 CEST)
ARTICLE
|
doi:10.20944/preprints201608.0142.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
churn prediction; incremental principal component analysis; stochastic gradient descent
Online: 13 August 2016 (11:28:39 CEST)
ARTICLE
|
doi:10.20944/preprints201607.0091.v1
Subject:
Social Sciences,
Geography, Planning And Development
Keywords:
urban-rural gradient; spatiotemporal patterns; landscape metrics; a roadscape transect approach; rapid urbanization; Shanghai
Online: 29 July 2016 (08:06:50 CEST)
COMMUNICATION
|
doi:10.20944/preprints201611.0127.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
persistent organic pollutants, bioavailability, Diffusive Gradient Thin film (DGT), passive probe, degradation
Online: 25 November 2016 (09:59:08 CET)
ARTICLE
|
doi:10.20944/preprints201609.0042.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
insulator; pollution flashover; equivalent salt deposit density (ESDD); soluble constituent; flashover voltage gradient
Online: 12 September 2016 (10:47:42 CEST)
ARTICLE
|
doi:10.20944/preprints202106.0479.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
Isotropic rectangular plate; Kirchhoff–Love plate theory; thermal gradient; Fourier sine transform; Navier solution; Lévy solution
Online: 18 June 2021 (12:52:52 CEST)
REVIEW
|
doi:10.20944/preprints201803.0043.v2
Subject:
Biology And Life Sciences,
Biophysics
Keywords:
cryo-electron microscopy; air-water interface; conformational heterogeneity; focus gradient; radiation damage
Online: 3 May 2018 (11:08:20 CEST)
ARTICLE
|
doi:10.20944/preprints201801.0088.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
wheat classification; random forest; spectral gradient difference; vegetation indices
Online: 10 January 2018 (09:13:02 CET)
ARTICLE
|
doi:10.20944/preprints202107.0638.v1
Subject:
Biology And Life Sciences,
Plant Sciences
Keywords:
Image Processing; Automated Plant Diseases Detection; Histogram Oriented Gradient (HOG); Local Binary Pattern (LBP); Support Vector Machine (SVM)
Online: 28 July 2021 (17:18:04 CEST)
ARTICLE
|
doi:10.20944/preprints201811.0598.v1
Subject:
Physical Sciences,
Mathematical Physics
Keywords:
tensor; gradient; divergence; curl; elasto-plastic deformation
Online: 27 November 2018 (04:00:29 CET)
REVIEW
|
doi:10.20944/preprints201811.0320.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Thunderstorm electrification; Ice crystal-graupel collision; Relative growth rate theory; Temperature gradient; Non-thermal equilibrium; Tripole charge structure; Thunderclouds hydrometeors
Online: 13 November 2018 (15:14:58 CET)
ARTICLE
|
doi:10.20944/preprints201803.0221.v1
Subject:
Physical Sciences,
Fluids And Plasmas Physics
Keywords:
fully kinetic ions; ion temperature gradient instabilities; tokamak; gyrokinetics; particle-in-cell
Online: 27 March 2018 (06:03:12 CEST)
REVIEW
|
doi:10.20944/preprints202009.0520.v3
Subject:
Biology And Life Sciences,
Ecology, Evolution, Behavior And Systematics
Keywords:
plant-plant interactions; stress gradient hypothesis; functional trait ecology; inter-plant distance; individual-based models; consumer-resource models
Online: 17 February 2022 (19:37:10 CET)
ARTICLE
|
doi:10.20944/preprints202101.0579.v2
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
Network Interpretation; Image Classification; Convolutional Neural Network; Integrated Gradient
Online: 22 November 2021 (14:06:52 CET)
ARTICLE
|
doi:10.20944/preprints201907.0345.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
Alzheimer’s Disease; Extreme Gradient Boosting; Deep Residual Learning; conolutional neural networks; machine learning; dementia
Online: 31 July 2019 (04:33:43 CEST)
ARTICLE
|
doi:10.20944/preprints201908.0262.v1
Subject:
Social Sciences,
Geography, Planning And Development
Keywords:
land use and cover; land surface temperature; built-up land; agricultural land; gradient analysis; Nuwara Eliya; Sri Lanka
Online: 26 August 2019 (05:07:33 CEST)
ARTICLE
|
doi:10.20944/preprints201912.0142.v1
Subject:
Computer Science And Mathematics,
Computer Networks And Communications
Keywords:
wireless sensor networks; energy efficiency; cluster head; residual energy; gradient based routing
Online: 10 December 2019 (16:10:59 CET)
ARTICLE
|
doi:10.20944/preprints201804.0333.v2
Subject:
Computer Science And Mathematics,
Mathematical And Computational Biology
Keywords:
capsule video endoscopy; stochastic sampling; random walks; color gradient; image decomposition
Online: 17 May 2018 (12:46:30 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
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
breast cancer tumor; classification; majority-based voting mechanism; multilayer perceptron learning network; simple logistic regression; stochastic gradient descent learning; wisconsin breast cancer dataset
Online: 27 November 2019 (09:51:31 CET)
ARTICLE
|
doi:10.20944/preprints202203.0110.v1
Subject:
Biology And Life Sciences,
Virology
Keywords:
benchmarking; bioinformatics; defective viral genomes; gradient boosting; machine learning; RNA-seq; SARS-CoV-2; virus replication
Online: 7 March 2022 (16:25:18 CET)
ARTICLE
|
doi:10.20944/preprints201811.0608.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
spheroids; concentration gradient generator; drug screening; high-throughput
Online: 28 November 2018 (10:08:05 CET)
ARTICLE
|
doi:10.20944/preprints202008.0089.v1
Subject:
Environmental And Earth Sciences,
Geophysics And Geology
Keywords:
Deep Neural Network; Extreme Gradient Boosting; Random Forest; Landslide Susceptibility
Online: 4 August 2020 (11:13:02 CEST)
ARTICLE
|
doi:10.20944/preprints201908.0157.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
GEM fluxes; gaseous elemental mercury; coastal area; Aegean Sea; Mediterranean Basin; aerodynamic gradient method; Monin-Obukhov similarity theory
Online: 13 August 2019 (13:23:20 CEST)
ARTICLE
|
doi:10.20944/preprints201910.0222.v1
Subject:
Chemistry And Materials Science,
Polymers And Plastics
Keywords:
3D structure; gradient foam; additive manufacturing; CO2 foaming; copolymer
Online: 19 October 2019 (02:10:29 CEST)
ARTICLE
|
doi:10.20944/preprints201906.0152.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
inverse analysis; iterative gradient search; laser-assisted milling; residual stress; Ti-6Al-4V
Online: 17 June 2019 (04:15:13 CEST)
ARTICLE
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
conservation tillage; water potential; water potential gradient; water transfer resistance; water use efficiency
Online: 9 August 2019 (04:11:21 CEST)
ARTICLE
|
doi:10.20944/preprints202008.0181.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Artificial Neural Networks; Gradient Descent; Back Propagation; Instance Elimination; Speed up; Batch Size
Online: 7 August 2020 (09:29:54 CEST)
ARTICLE
|
doi:10.20944/preprints202105.0657.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
machine learning; drilling problems; artificial intelligence; risk factors evaluation; gradient boosting
Online: 27 May 2021 (08:04:06 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/preprints202003.0157.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
stress state; pressure gradient; normal contact; tangential contact; friction; axial symmetry; method of dimensionality reduction
Online: 10 March 2020 (03:22:49 CET)
ARTICLE
|
doi:10.20944/preprints202203.0199.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
micropositioners; reinforcement learning; disturbance observer; deep deterministic policy gradient
Online: 15 March 2022 (07:58:27 CET)
ARTICLE
|
doi:10.20944/preprints202106.0468.v2
Subject:
Biology And Life Sciences,
Anatomy And Physiology
Keywords:
Pollinator; landscape; land use; urban rural gradient; Japanese honeybee; honey; pollen; nutrition.
Online: 16 July 2021 (13:04:52 CEST)
ARTICLE
|
doi:10.20944/preprints201808.0228.v1
Subject:
Chemistry And Materials Science,
Biomaterials
Keywords:
Cloth thermal comfort; Heat transfer between body, cloth and ambience; Changing sign of temperature gradient; Body sweating and phase change; Non-affinity between the behaviors of cloth and fibers
Online: 13 August 2018 (11:44:47 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/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/preprints201811.0493.v1
Subject:
Social Sciences,
Behavior Sciences
Keywords:
recognition of epilepsy EEG; Symlet wavelet; gradient boosting machine; grid search optimizer; multiple-index evaluation
Online: 20 November 2018 (09:31:20 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/preprints202204.0171.v1
Subject:
Chemistry And Materials Science,
Surfaces, Coatings And Films
Keywords:
Selective laser shock peening; Hydrophobic properties; Mechanical properties; 3D gradient structure
Online: 18 April 2022 (11:58:44 CEST)
ARTICLE
|
doi:10.20944/preprints202202.0147.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
notch fatigue analysis; finite element analysis; fracture mechanics; stress gradient; notch acuity; S-N curves; statistical methods; artificial notches
Online: 10 February 2022 (10:44:15 CET)
ARTICLE
|
doi:10.20944/preprints202204.0136.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
cutaneous melanoma; altitude; coast-plain-hill gradient
Online: 14 April 2022 (14:54:11 CEST)
ARTICLE
|
doi:10.20944/preprints202206.0306.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
data privacy; animal behaviour; deep learning; distributed learning; client-drift; gradient conflicts
Online: 22 June 2022 (06:08:13 CEST)
ARTICLE
|
doi:10.20944/preprints201810.0332.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Ekman balance - Forest canopy – Large-eddy simulation – Large-scale pressure gradient - Streaks
Online: 15 October 2018 (18:19:27 CEST)
ARTICLE
|
doi:10.20944/preprints202309.2064.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
adversarial attacks; artificial intelligence; machine learning; defense mechanisms; system integrity; model vulnerabilities; advanced attack techniques; Fast Gradient Sign Method (FGSM); Carlini and Wagner Attack (C&W); targeted attacks; non-targeted attacks; blackbox attacks
Online: 29 September 2023 (08:42:10 CEST)
SHORT NOTE
|
doi:10.20944/preprints202111.0374.v1
Subject:
Biology And Life Sciences,
Immunology And Microbiology
Keywords:
Stable Isotope Probing; RNA; density gradient; ultracentrifugation; microbial ecology
Online: 22 November 2021 (10:41:51 CET)
ARTICLE
|
doi:10.20944/preprints202108.0574.v2
Subject:
Computer Science And Mathematics,
Signal Processing
Keywords:
variational methods; anisotropic diffusion; gradient-domain image processing; local contrast enhancement
Online: 24 September 2021 (10:24:26 CEST)
ARTICLE
|
doi:10.20944/preprints202201.0123.v2
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Sentinel-2; Land cover; Vegetation; Mapping; Plant communities; Machine learning; Genus-Physiognomy-Ecosystem; Gradient Boosting Decision Trees; Solar panel; Vegetation disturbance
Online: 4 April 2022 (10:40:26 CEST)
REVIEW
|
doi:10.20944/preprints202110.0211.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Extracellular Vesicles (EVs); Exosomes; Size Exclusion Chromatography (SEC); gradient Size Exclusion Chromatography (gSEC); Ion Exchange Chromatography; Hybrid Chromatography
Online: 14 October 2021 (10:23:28 CEST)
ARTICLE
|
doi:10.20944/preprints202001.0033.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Smart Home (SH); Prediction; Artificial Neural Network (ANN); Fiber Bragg Grating (FBG); occupancy; number of person recognition; Scaled Conjugate Gradient (SCG)
Online: 4 January 2020 (08:32:18 CET)
ARTICLE
|
doi:10.20944/preprints201911.0166.v1
Subject:
Physical Sciences,
Applied Physics
Keywords:
inertial focusing; serpentine; dean; inertial force; shear gradient-induced; wall effect; vortex
Online: 15 November 2019 (03:37:41 CET)
REVIEW
|
doi:10.20944/preprints201811.0506.v1
Subject:
Medicine And Pharmacology,
Psychiatry And Mental Health
Keywords:
sleep; sleep disorders; socioeconomic status; stress; allostatic load; mood disorder; social class; socioeconomic gradient
Online: 20 November 2018 (15:37:27 CET)
ARTICLE
|
doi:10.20944/preprints202004.0440.v1
Subject:
Physical Sciences,
Applied Physics
Keywords:
finite deformation; deformation gradient; rotation tensor
Online: 24 April 2020 (11:58:27 CEST)
ARTICLE
|
doi:10.20944/preprints201811.0406.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
SU-8, microchannel, prototyping, microfluidic gradient generator, axon elongation
Online: 16 November 2018 (11:19:18 CET)
ARTICLE
|
doi:10.20944/preprints202007.0192.v1
Subject:
Physical Sciences,
Fluids And Plasmas Physics
Keywords:
solution existence condition; the Navier-Stokes equations; velocity gradient; tensor determinant
Online: 9 July 2020 (12:25:22 CEST)
ARTICLE
|
doi:10.20944/preprints202010.0059.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
full tensor gradient gravity; kernel density imaging; color spectrums; multiple-sources; Euler deconvolution; tight clusters
Online: 5 October 2020 (10:36:52 CEST)
ARTICLE
|
doi:10.20944/preprints202012.0267.v1
Subject:
Physical Sciences,
Acoustics
Keywords:
transmission; engraving; unit-cell; fingers; facet; gradient index
Online: 10 December 2020 (16:16:34 CET)
ARTICLE
|
doi:10.20944/preprints202206.0356.v1
Subject:
Computer Science And Mathematics,
Mathematics
Keywords:
optimization; video segmentation; decision tree; random forest; gradient boost tree
Online: 27 June 2022 (08:56:21 CEST)
ARTICLE
|
doi:10.20944/preprints202008.0330.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Skin Detection; Color Space Model; Aggregated Channel Features (ACF) Detector; Histogram Oriented Gradient (HOG) Features Detection; Bootstrap Aggregation Decision Tree Classifier; Spot Detection
Online: 15 August 2020 (03:28:51 CEST)
ARTICLE
|
doi:10.20944/preprints202006.0333.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
Lung Cancer Prediction; Neural Network; Cross-validation; Gradient Boosting Classifier; Automated tool
Online: 28 June 2020 (09:56:30 CEST)
REVIEW
|
doi:10.20944/preprints202208.0104.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
HEMS; Reinforcement Learning; Deep Neural Network; Q-Value; Policy Gradient; Natural Gradient; Actor-Critic; Residential, Commercial, Academic.
Online: 1 September 2022 (04:27:12 CEST)
ARTICLE
|
doi:10.20944/preprints202008.0656.v1
Subject:
Physical Sciences,
Optics And Photonics
Keywords:
transmission; engraving; unit-cell; fingers; facet; gradient index
Online: 30 August 2020 (11:03:51 CEST)
ARTICLE
|
doi:10.20944/preprints202010.0408.v1
Subject:
Biology And Life Sciences,
Anatomy And Physiology
Keywords:
body size variation; ground beetles; latitude gradient; sexual size dimorphism; steepness of variation.
Online: 20 October 2020 (10:51:54 CEST)
ARTICLE
|
doi:10.20944/preprints202112.0143.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
satellite data; machine learning; data calibration; thermal time; growing degree days; Extreme Gradient Boosting; crop yield; crop monitoring
Online: 8 December 2021 (15:42:11 CET)
ARTICLE
|
doi:10.20944/preprints202207.0034.v1
Subject:
Computer Science And Mathematics,
Computational Mathematics
Keywords:
Gaussian Processes; Stochastic Variational Inference; Manifold Gradient Ascent; Multi-fidelity modeling; Structural Dynamics; Vibration Torsion
Online: 4 July 2022 (06:02:50 CEST)
REVIEW
|
doi:10.20944/preprints202304.0648.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
optimization methods; physics-informed neural networks; spiking neural networks; quantum neural networks; graph neural networks; information geometry; quasi-Newton methods; approximation; quantum computations; gradient free optimization; fractional order optimization; bilevel optimization
Online: 20 April 2023 (10:12:27 CEST)
ARTICLE
|
doi:10.20944/preprints202011.0248.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
Tool life; Machine Learning; Gradient Descent Algorithm; Prediction; Machining
Online: 6 November 2020 (15:49:06 CET)
ARTICLE
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
risk factors; second primary cancer (SPC); colorectal cancer; classification techniques; extreme gradient boosting
Online: 15 December 2019 (13:30:09 CET)
ARTICLE
|
doi:10.20944/preprints202403.1832.v1
Subject:
Medicine And Pharmacology,
Gastroenterology And Hepatology
Keywords:
upper gastrointestinal bleeding; machine learning; endoscopic intervention; gradient boosting classifier; Glasgow Blatchford Score; Rockall Score
Online: 29 March 2024 (11:53:25 CET)
ARTICLE
|
doi:10.20944/preprints202207.0280.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
Hyperspectral Technology; Non-destructive Testing; Soybean; Machine Learning; Support Vector Machine; Extreme Gradient Boosting; Tree-structured Parzen Estimator
Online: 19 July 2022 (07:12:32 CEST)
ARTICLE
|
doi:10.20944/preprints202208.0113.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
Liquid metal; Additive manufacturing; Thermal management; Temperature gradient; Cooling rate; Crack
Online: 4 August 2022 (16:23:19 CEST)
ARTICLE
|
doi:10.20944/preprints202112.0323.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Intrusion Detection System (IDS); HNADAM-SDG(Hybrid Nestrov-Accelerated Adaptive Moment Estimation –Stochastic Gradient Descent); Network-based Intrusion Detection System (NIDS); Host-based Intrusion Detection System (HIDS); Signature-based Intrusion Detection System (SIDS); Anomaly-based Intrusion Detection System (AIDS); Algorithms; Machine Learning.
Online: 21 December 2021 (11:45:39 CET)
ARTICLE
|
doi:10.20944/preprints202404.0598.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
deep deterministic policy gradient (DDPG), deep reinforcement learning, EV charge scheduling, Markov decision process (MDP)
Online: 9 April 2024 (09:35:02 CEST)
ARTICLE
|
doi:10.20944/preprints202311.0308.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
gradient neural network; generalized inverses, Moore-Penrose inverse; linear matrix equations
Online: 6 November 2023 (08:01:40 CET)
ARTICLE
|
doi:10.20944/preprints202112.0443.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Sentinel-2; Land cover; Vegetation; Mapping; Plant communities; Machine learning; Genus-Physiognomy-Ecosystem; Gradient Boosting Decision Trees
Online: 28 December 2021 (10:49:28 CET)
ARTICLE
|
doi:10.20944/preprints202111.0353.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
interstitial flow; glioma; chemotaxis; autologous; computational; gradient; CXCL12; migration
Online: 19 November 2021 (13:01:48 CET)
ARTICLE
|
doi:10.20944/preprints202301.0304.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Disease Dental Caries; Gradient Boosting Decision Tree; Feature Selection; Machine Learning; Feature importance
Online: 17 January 2023 (09:25:45 CET)
ARTICLE
|
doi:10.20944/preprints202405.0963.v1
Subject:
Physical Sciences,
Other
Keywords:
laser-driven particle acceleration, Thomson Parabola, gradient magnetic field, diag- 14 nostics, detectors
Online: 14 May 2024 (11:06:57 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/preprints202407.2102.v2
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
vehicle classification; deep learning; multi-sensor fusion; convolutional neural network; lidar; gradient boosting decision tree
Online: 30 July 2024 (12:30:24 CEST)
ARTICLE
|
doi:10.20944/preprints202208.0490.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
cardiovascular 0-D model; pulmonary arterial pressure; gradient-based optimization; automatic differentiation
Online: 29 August 2022 (10:57:18 CEST)
ARTICLE
|
doi:10.20944/preprints202112.0097.v2
Subject:
Computer Science And Mathematics,
Mathematics
Keywords:
Neural networks; quasi-Newton; symmetric rank-1; Nesterov’s accelerated gradient; limited memory; trust-region
Online: 8 December 2021 (17:51:54 CET)
ARTICLE
|
doi:10.20944/preprints202308.0257.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
Light Gradient Boosted; Machine learning; Non-Intrusive Approach; electric load forecasting; Support Vector Machine; Synthetic Load Profile.
Online: 3 August 2023 (10:37:48 CEST)
ARTICLE
|
doi:10.20944/preprints202310.2071.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
artificial neural network (ANN); Support Vector Machine (SVM); Support Vector Regression (SVR); Lightweight Gradient Boosting Machines (Light GBM); Machine Learning; Solar Irradiance (SI); solar forecasting
Online: 31 October 2023 (12:30:45 CET)
ARTICLE
|
doi:10.20944/preprints202304.0021.v1
Subject:
Chemistry And Materials Science,
Food Chemistry
Keywords:
Hass avocado dry matter gradient; near infrared spectroscopy; Hass avocado harvest; fruit quality; multivariate data analysis; root mean squares
Online: 3 April 2023 (10:22:00 CEST)
ARTICLE
|
doi:10.20944/preprints202408.1092.v1
Subject:
Engineering,
Aerospace Engineering
Keywords:
conjugate heat-transfer; adiabatic wall temperature; equilibrium turbulent boundary layer; Reynolds analogy; wall shear stresses; pressure gradient effects
Online: 14 August 2024 (16:58:10 CEST)
REVIEW
|
doi:10.20944/preprints202402.0346.v1
Subject:
Biology And Life Sciences,
Cell And Developmental Biology
Keywords:
Intestinal stem cell niche; mesenchymal stromal cells; sub-epithelial gradient factors; epithelial-mesenchymal interactions
Online: 6 February 2024 (09:40:19 CET)
BRIEF REPORT
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doi:10.20944/preprints202302.0210.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Aerial Manipulator, Deep Deterministic Policy Gradient, Fuzzy Reinforcement Learning, Sensors
Online: 13 February 2023 (09:09:53 CET)
ARTICLE
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doi:10.20944/preprints202402.0359.v1
Subject:
Physical Sciences,
Fluids And Plasmas Physics
Keywords:
nonlinear dynamics, spatiotemporal patterns; turbulence; Shannon Entropy; Tsallis 16; entropy: gradient pattern analysis
Online: 6 February 2024 (13:38:50 CET)
ARTICLE
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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)
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/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/preprints202301.0118.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep Learning; Optimization; Benchmarking; Gradient based optimizers
Online: 6 January 2023 (06:31:40 CET)
ARTICLE
|
doi:10.20944/preprints202303.0346.v1
Subject:
Arts And Humanities,
Religious Studies
Keywords:
Extreme gradient boosting algorithm; winter wheat growing areas; machine learning; identification
Online: 20 March 2023 (06:24:43 CET)
REVIEW
|
doi:10.20944/preprints202407.1782.v1
Subject:
Engineering,
Other
Keywords:
Voronoi tessellation; Biomimetics; mechanical properties; gradient pore structure; processing methods
Online: 23 July 2024 (13:42:18 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1165.v1
Subject:
Environmental And Earth Sciences,
Water Science And Technology
Keywords:
machine learning; groundwater table; ground water level; sustainable irrigation; drinking water; water-scarcity regions; AI; gradient boosting regression
Online: 18 September 2023 (14:50:59 CEST)
ARTICLE
|
doi:10.20944/preprints202305.1945.v1
Subject:
Environmental And Earth Sciences,
Water Science And Technology
Keywords:
Rainfall; Groundwater; Mann-Kendall; Upper Crocodile; Characterisation; Cross-correlation; Autocorrelation; lag time; Gradient Boosting; Machine Learning
Online: 29 May 2023 (02:19:56 CEST)
ARTICLE
|
doi:10.20944/preprints202401.1213.v1
Subject:
Engineering,
Aerospace Engineering
Keywords:
quadrotor; attitude control; deep deterministic policy gradient; gain adjusted; sliding mode control
Online: 16 January 2024 (09:09:33 CET)
ARTICLE
|
doi:10.20944/preprints202211.0129.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
3D shapes; single-view reconstruction; gradient map; fine-grained
Online: 8 November 2022 (01:04:00 CET)