ARTICLE
|
doi:10.20944/preprints202406.1310.v1
Subject:
Engineering,
Civil Engineering
Keywords:
AI-driven predictive model; Ensemble machine learning; Geotechnical data integration; Soil liquefaction risk; Urban resilience
Online: 19 June 2024 (12:59:18 CEST)
ARTICLE
|
doi:10.20944/preprints202403.0857.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
CNC machine feed system; variable speed condition; multi-sensor monitoring; ensemble learning; intelligent fault diagnosis
Online: 15 March 2024 (07:03:09 CET)
ARTICLE
|
doi:10.20944/preprints202310.0103.v1
Subject:
Chemistry And Materials Science,
Theoretical Chemistry
Keywords:
quinones; machine learning; ridge regression; decision tree; ensemble methods; density functional theory; organic electrode materials
Online: 3 October 2023 (09:14:18 CEST)
ARTICLE
|
doi:10.20944/preprints202305.1950.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
species distribution modeling; tuna species; climate change scenarios; potential suitability habitat; predictor variables; ensemble models
Online: 29 May 2023 (03:02:46 CEST)
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/preprints202110.0037.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
photovoltaic generation forecast; probabilistic forecast; prediction interval; ensemble forecast; day ahead forecasting; multiple PV forecasting
Online: 4 October 2021 (09:55:37 CEST)
ARTICLE
|
doi:10.20944/preprints202108.0347.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Parkinson’s Disease; Freeze of Gait; Deep Learning; Ensemble Learning; Wearable Sensor Data, Detection and Predication
Online: 16 August 2021 (16:48:14 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0590.v1
Subject:
Physical Sciences,
Atomic And Molecular Physics
Keywords:
equation of state; bismuth; partition function; ensemble theory of equilibrium state; direct integral approach; hydrostatic condition
Online: 9 April 2024 (10:59:07 CEST)
ARTICLE
|
doi:10.20944/preprints202308.0793.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
edge computing; human vocalization; emergence vehicle siren; EfficientNet-based; fuzzy rank-based ensemble model; hearing impairment.
Online: 9 August 2023 (15:18:17 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0006.v1
Subject:
Physical Sciences,
Space Science
Keywords:
Stellar Nucleogenesis; Ensemble-Averaged Stellar Reactor; Hypatia Stellar Catalog; Overheated Stars; Chandrasekhar stellar limit; Arm Spirality
Online: 1 May 2023 (03:20:08 CEST)
ARTICLE
|
doi:10.20944/preprints202209.0058.v2
Subject:
Computer Science And Mathematics,
Computer Networks And Communications
Keywords:
Internet of Things; Incremental Machine Learning; Intrusion Detection System; Online Machine Learning; Cyber-Security; Ensemble Learning
Online: 7 September 2022 (11:47:23 CEST)
ARTICLE
|
doi:10.20944/preprints202203.0177.v1
Subject:
Biology And Life Sciences,
Ecology, Evolution, Behavior And Systematics
Keywords:
ensemble models; species distribution models (SDMs); ticks; Amblyomma americanum; Ixodes scapularis; Florida; biased sampling; study design
Online: 14 March 2022 (08:55:50 CET)
ARTICLE
|
doi:10.20944/preprints202106.0143.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Data assimilation; TROPOMI; Air Quality modelling; NOx Emissions; Ensemble Kalman Filter; LOTOS-EUROS; power plant; anthropogenic
Online: 4 June 2021 (12:59:09 CEST)
ARTICLE
|
doi:10.20944/preprints202005.0451.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Bilateral Line Local Binary Patterns; Facial matrix; Statistical subspace; Face recognition; Calibrated SVM model; Ensemble learning
Online: 27 May 2020 (12:07:19 CEST)
ARTICLE
|
doi:10.20944/preprints201811.0250.v1
Subject:
Physical Sciences,
Mathematical Physics
Keywords:
High-Throughput Molecular Dynamics (HTMD) simulations; Nosé-Hoover Chain (NHC); Canonical ensemble; Graphics Processing Units (GPUs).
Online: 9 November 2018 (15:26:49 CET)
ARTICLE
|
doi:10.20944/preprints201805.0248.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
software fault prediction; data preprocessing; feature selection; rough set theory; class imbalance; noise filter; easy ensemble
Online: 17 May 2018 (13:01:51 CEST)
ARTICLE
|
doi:10.20944/preprints202312.1007.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Credit Card Fraud Detection; Ensemble Mode; Machine Learning; Data imbalance; Synthetic Minority Over-sampling Technique; Deep learning
Online: 13 December 2023 (14:31:25 CET)
ARTICLE
|
doi:10.20944/preprints202310.1945.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
heart disease diagnosis; ensemble learning; feature selection; heuristics; metaheuristics; Pearson correlation coefficient (PCC); grey wolf optimizer (GWO)
Online: 30 October 2023 (16:15:45 CET)
ARTICLE
|
doi:10.20944/preprints202306.0824.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
fish monitoring; shape alignment; machine learning; ensemble of regression trees; shape orientation; morphological feature extraction; hardware acceleration
Online: 12 June 2023 (10:26:09 CEST)
ARTICLE
|
doi:10.20944/preprints202102.0338.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Forests; biomass; ALOS-2 PALSAR-2; Sentinel-1 CSAR; Sentinel-2 MSI; Landsat 8 OLI; ensemble learning.
Online: 16 February 2021 (14:15:01 CET)
ARTICLE
|
doi:10.20944/preprints202012.0054.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Patterns recognition; Machine learning; Hereditary Ataxia diseases; K-Nearest Neighbors; Multi Layer Perceptron; Ensemble Classification Trees; SVM.
Online: 2 December 2020 (09:33:15 CET)
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)
REVIEW
|
doi:10.20944/preprints201809.0236.v1
Subject:
Biology And Life Sciences,
Biophysics
Keywords:
molecular dynamics simulation; rare event; string method; multiscale enhanced sampling; weighted ensemble; multidrug transporter; Onsager-Machlup action
Online: 13 September 2018 (12:01:39 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0707.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Stress Detection; Deep Learning; Explainable AI; LSTM; Deep Generative Ensemble; Generative Adversarial Network; Physiological Sensor Data; Wearable Sensors
Online: 9 July 2024 (10:11:18 CEST)
ARTICLE
|
doi:10.20944/preprints202401.2212.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Interpretable machine learning; Explainable artificial intelligence; Rule extraction; Rule-based models; Decision lists; Decision trees; Tree ensemble approximators
Online: 1 February 2024 (04:26:42 CET)
ARTICLE
|
doi:10.20944/preprints202401.0692.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
multi-objective genetic algorithms; neural networks; forecasting models; ensemble models; prediction intervals; probabilistic forecasting; day-ahead energy markets.
Online: 9 January 2024 (10:16:12 CET)
ARTICLE
|
doi:10.20944/preprints202202.0101.v2
Subject:
Engineering,
Civil Engineering
Keywords:
artificial intelligence; climate forecast; deep learning; ensemble model; multi-layer perceptron; neural network; regression; soil temperature; stacking method
Online: 17 February 2022 (09:56:27 CET)
ARTICLE
|
doi:10.20944/preprints202401.0425.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
rate-distortion; source coding; finite-state encoders; random coding; code ensemble; lossy compression; universal coding; universal distribution; LZ algorithm
Online: 4 January 2024 (16:05:12 CET)
ARTICLE
|
doi:10.20944/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
Subject:
Engineering,
Automotive Engineering
Keywords:
lying posture tracking; traditional machine learning; ensemble classification; deep neural network models; long short-term memory sequence classification model
Online: 19 October 2020 (10:57:42 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0772.v1
Subject:
Computer Science And Mathematics,
Computer Networks And Communications
Keywords:
mobile cloud computing; security threats; risk assessment; mobile device; mobile 26 application; application security; data protection; machine learning; ensemble model
Online: 10 July 2024 (09:49:59 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0573.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Metabolic Syndrome (MetS); Machine Learning (ML); Feature Importance; Borda Count Method; Predictive Modeling; Ensemble Models; Cross-Validation; Non-Invasive Diagnostics
Online: 10 June 2024 (12:50:21 CEST)
ARTICLE
|
doi:10.20944/preprints202303.0389.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
antisense oligonucleotides; exon skipping; machine learning; ensemble learning; personalized medicine; n-of-1 therapy, splice switching; genetic disease; splicing; RNA
Online: 22 March 2023 (03:24:48 CET)
ARTICLE
|
doi:10.20944/preprints202303.0167.v1
Subject:
Biology And Life Sciences,
Biology And Biotechnology
Keywords:
antisense oligonucleotides; exon skipping; machine learning; ensemble learning; personalized medicine; n-of-1 therapy; splice switching; genetic disease; splicing; RNA
Online: 9 March 2023 (04:43:55 CET)
REVIEW
|
doi:10.20944/preprints202208.0065.v1
Subject:
Biology And Life Sciences,
Biology And Biotechnology
Keywords:
EPR spectroscopy; double electron electron resonance; FRET; ensemble model; intrinsic disorder; structural biology; site-directed spin labelling; molecular force fields
Online: 2 August 2022 (11:21:32 CEST)
ARTICLE
|
doi:10.20944/preprints202206.0076.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Smart Energy Grids; Critical Infrastructure Protection; Artificial Immune System; Izhikevich Spiking Neural Networks; Clonal Selection Algorithm; Transfer Learning; Ensemble Learning
Online: 6 June 2022 (09:14:03 CEST)
ARTICLE
|
doi:10.20944/preprints202108.0554.v3
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Biomass burning; Anthropogenic aerosols; West Africa; United Kingdom Floods; Iberian Drought; European winter temperatures; Last Millennium Ensemble; NASA MERRA-2
Online: 29 December 2021 (13:14:28 CET)
ARTICLE
|
doi:10.20944/preprints202103.0684.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
climate analogue; climate change; model ensemble; twin region; analogue region; national forest inventories; species suitability; forest adaptation; forestry practice; Europe
Online: 29 March 2021 (11:28:36 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1344.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Deep Transfer Learning; Electricity Load Forecasting; Multilayer Perceptron; Convolutional Neural Network; Ensemble Deep Learning; Multi-task Deep Learning; Exploratory Data Analysis
Online: 19 April 2024 (15:58:08 CEST)
ARTICLE
|
doi:10.20944/preprints202311.1538.v1
Subject:
Environmental And Earth Sciences,
Sustainable Science And Technology
Keywords:
PV power forecasting; deterministic forecast; machine learning; deep learning; satellite forecast, ensemble models; solar; clear sky index; short-term forecast; NWP
Online: 23 November 2023 (13:39:39 CET)
ARTICLE
|
doi:10.20944/preprints201905.0090.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
intelligence; inductive methods; deductive methods; pseudorandom number; artificial intelligence; Prolog; Otter; Z3; deep learning; ensemble methods; automated reasoning; coin-weighing puzzles
Online: 8 May 2019 (10:03:46 CEST)
ARTICLE
|
doi:10.20944/preprints201608.0206.v3
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
impulse radio ultra-wideband (IR-UWB) radar; noncontact; short-range; vital signs; ensemble empirical mode decomposition (EEMD); continuous-wavelet transform (CWT)
Online: 10 November 2016 (07:13:01 CET)
ARTICLE
|
doi:10.20944/preprints202308.0828.v1
Subject:
Biology And Life Sciences,
Biophysics
Keywords:
global protein dynamics; software integration workflows; cryo-electron microscopy; normal mode analysis; elastic network models; ensemble analysis; principal component analysis; hybrid simulations
Online: 10 August 2023 (10:52:04 CEST)
ARTICLE
|
doi:10.20944/preprints202308.0240.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
semi-supervised consensus clustering; ensemble clustering; constrained clustering; analysis of clustering constraints; online anti-counterfeiting; clustering fraudulent websites; detection 1of counterfeit affiliate programs
Online: 3 August 2023 (02:48:26 CEST)
ARTICLE
|
doi:10.20944/preprints202109.0181.v1
Subject:
Computer Science And Mathematics,
Mathematical And Computational Biology
Keywords:
Classification; stacking ensemble method; heart surgery; unbalanced data problem; hybrid predictive model; machine learning in healthcare; resampling method; Edited-Nearest-Neighbor; nonparametric test.
Online: 10 September 2021 (10:53:35 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/preprints202004.0029.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Mobility; infrastructure; flexible pavement; pavement condition index (PCI); international roughness index (IRI); artificial intelligence (AI); predictive models; ensemble learning; structural health monitoring; machine learning
Online: 3 April 2020 (09:35:44 CEST)
ARTICLE
|
doi:10.20944/preprints201806.0300.v1
Subject:
Chemistry And Materials Science,
Physical Chemistry
Keywords:
polyelectrolytes; charge regulation; long-range
interactions; Debye-Hückel interactions; transfer matrix; Ising models; semi-grand canonical ensemble; Monte Carlo simulations; conformational
equilibria; variational methods
Online: 19 June 2018 (12:33:38 CEST)
ARTICLE
|
doi:10.20944/preprints201910.0297.v1
Subject:
Chemistry And Materials Science,
Polymers And Plastics
Keywords:
polyelectrolytes; charge regulation; charge fluctuations; weak polyelectrolyte; annealed polyelectrolyte; monte carlo simulation; semi-grand canonical ensemble; binding equilibria; conformational equilibria; constant ph ensamble; stretching; scaling law
Online: 27 October 2019 (10:01:16 CET)
ARTICLE
|
doi:10.20944/preprints201907.0319.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
heat meter; district heating; fault detection; predictive maintenance; Machine Learning (ML); Artificial Neural Network (ANN); Bagging Decision Tree (BDT); Support Vector Machines (SVM); hyperparameter optimisation; ensemble model
Online: 28 July 2019 (16:26:47 CEST)
ARTICLE
|
doi:10.20944/preprints202007.0735.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Variant of Unknown Significance (VUS); Single-Nucleotide Variant (SNV); Variant Effect Prediction (VEP); Stacked Ensemble of Supervised Deep Learners (SESDL); Next Generation Sequencing (NGS); Alternative Allele Frequency (AAF).
Online: 31 July 2020 (06:13:53 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)
REVIEW
|
doi:10.20944/preprints201905.0175.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
demand prediction, energy systems; machine learning; artificial neural network (ANN); support vector machines (SVM); neuro-fuzzy; ANFIS; wavelet neural network (WNN); big data; decision tree (DT); ensemble learning; hybrid models; data science; deep learning; renewable energies; energy informatics; prediction; forecasting; energy demand
Online: 14 May 2019 (14:00:40 CEST)