ARTICLE
|
doi:10.20944/preprints202307.1752.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Contrastive Learning; Self-attention; Data Augmentation; Grouped Representation; Unsupervised Learning
Online: 26 July 2023 (09:04:32 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1156.v1
Subject:
Public Health And Healthcare,
Physical Therapy, Sports Therapy And Rehabilitation
Keywords:
mild stroke; artificial intelligence; patient profiling; unsupervised learning; personalized healthcare
Online: 15 July 2024 (11:31:32 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)
REVIEW
|
doi:10.20944/preprints202306.1901.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Drones; Machine Learning; Artificial Intelligence; Supervised learning; Unsupervised Learning; Reinforcement Learning
Online: 27 June 2023 (12:27:38 CEST)
ARTICLE
|
doi:10.20944/preprints202009.0729.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Data Envelopment Analysis; Machine learning; Optimization; Parametric and non-parametric methods; Supervised and unsupervised models; CVS model
Online: 30 September 2020 (08:19:51 CEST)
ARTICLE
|
doi:10.20944/preprints202007.0325.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Data Center; Thermal Characteristics Analysis; Machine Learning, Energy Efficiency, Hotspots, Clustering Technique, Unsupervised Learning
Online: 15 July 2020 (09:16:23 CEST)
CONCEPT PAPER
|
doi:10.20944/preprints202101.0273.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
context management; device classification; IoT device management; k-Means clustering; ubiquitous computing; unsupervised machine learning
Online: 14 January 2021 (13:36:31 CET)
ARTICLE
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Textual data distributions; supervised learning; unsupervised learning; Kullback-Leibler divergence; sentiment; textual analytics; text generation; vaccine; stock market
Online: 17 June 2021 (10:03:41 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1075.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
financial market prediction; machine learning; supervised learning; unsupervised learning; reinforcement learning; deep learning; neural networks; alternative data; stock prices; currency exchange rates; commodity prices; model interpretability.
Online: 12 July 2024 (23:57:06 CEST)
ARTICLE
|
doi:10.20944/preprints201801.0125.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
multi-criteria decision analysis (MCDA); online broker; misspecification of criteria; structural uncertainty; unsupervised machine learning; factor analysis, quality of service (QoS)
Online: 15 January 2018 (11:29:56 CET)
ARTICLE
|
doi:10.20944/preprints201912.0015.v1
Subject:
Social Sciences,
Tourism, Leisure, Sport And Hospitality
Keywords:
school sports facility; assessment; t-sne; fuzzy c mean; unsupervised learning
Online: 3 December 2019 (05:24:26 CET)
REVIEW
|
doi:10.20944/preprints202404.1667.v1
Subject:
Business, Economics And Management,
Finance
Keywords:
Machine Learning (ML); Bond Market Analysis; FinTech; Supervised Learning; Unsupervised Learning; Neural Networks; Deep Learning; Time Series Analysis; Bond Market Forecasting; Risk Management in Finance; Algorithmic Trading; Data Preprocessing in Finance; Model Overfitting
Online: 25 April 2024 (11:20:21 CEST)
ARTICLE
|
doi:10.20944/preprints202405.0879.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
industrial digital twin, neural radiance fields, unsupervised learning, 3D reconstruction
Online: 13 May 2024 (16:24:46 CEST)
ARTICLE
|
doi:10.20944/preprints201802.0023.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep learning; graph kernels; unsupervised learning
Online: 4 February 2018 (10:52:50 CET)
ARTICLE
|
doi:10.20944/preprints201809.0197.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
unsupervised, metric learning, embedding learning, laplacian, information theoretic, diffusion maps
Online: 19 September 2018 (13:53:42 CEST)
ARTICLE
Subject:
Computer Science And Mathematics,
Robotics
Keywords:
indoor scene recognition; unsupervised representation learning; Siamese network; graph constraints
Online: 19 March 2019 (13:11:09 CET)
ARTICLE
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Unsupervised anomalous sound detection; classification-based model; Outlier classifier; ID classifier
Online: 17 August 2021 (08:36:44 CEST)
ARTICLE
|
doi:10.20944/preprints202102.0083.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
SAR image classification; Spiking Neural Network(SNN); unsupervised learning
Online: 2 February 2021 (10:35:38 CET)
ARTICLE
|
doi:10.20944/preprints201810.0494.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
unsupervised training; features learning; deep learning; time series forecasting
Online: 22 October 2018 (12:24:43 CEST)
ARTICLE
|
doi:10.20944/preprints202310.1626.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Earth Observation; Landscape Similarity; Image Retrieval; Satellite Images; Unsupervised Learning
Online: 25 October 2023 (11:26:59 CEST)
ARTICLE
|
doi:10.20944/preprints202011.0696.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Archaeological Data Science; Artificial Intelligence; Unsupervised Learning; Generative Adversarial Networks; Robust Statistics.
Online: 27 November 2020 (14:43:36 CET)
ARTICLE
|
doi:10.20944/preprints201902.0233.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep neural network architectures; supervised learning; unsupervised learning; testing neural networks; applications of deep learning; evolutionary computation
Online: 26 February 2019 (04:02:00 CET)
ARTICLE
|
doi:10.20944/preprints202404.1049.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
Flood detection; image segmentation; remote sensing; unmanned aerial vehicle (UAV); unsupervised segmentation
Online: 16 April 2024 (11:40:48 CEST)
ARTICLE
|
doi:10.20944/preprints202109.0389.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Deep learning; Variational Autoencoders (VAEs); data representation learning; generative models; unsupervised learning; few shot learning; latent space; transfer learning
Online: 22 September 2021 (16:04:22 CEST)
REVIEW
Subject:
Medicine And Pharmacology,
Immunology And Allergy
Keywords:
White matter lesions; white matter hyperintensities; supervised segmentation; unsupervised segmentation; deep learning; FLAIR hyperintensities
Online: 20 November 2020 (13:44:46 CET)
ARTICLE
|
doi:10.20944/preprints202312.2274.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Physics-informed deep learning; unsupervised learning; Reynolds-averaged Navier-Stokes equations; high Reynolds number flow; turbulence modeling
Online: 29 December 2023 (13:04:32 CET)
ARTICLE
|
doi:10.20944/preprints201808.0421.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Graph clustering, Unsupervised structure learning, Network module inference
Online: 23 August 2018 (16:16:05 CEST)
ARTICLE
|
doi:10.20944/preprints202103.0352.v1
Subject:
Physical Sciences,
Acoustics
Keywords:
remote sensing; spectroscopy; blind source separation; unsupervised clustering; insects
Online: 12 March 2021 (20:16:55 CET)
ARTICLE
|
doi:10.20944/preprints202407.1165.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Spatio-temporal Data; Unsupervised Clustering; COVID-19
Online: 15 July 2024 (11:49:05 CEST)
ARTICLE
|
doi:10.20944/preprints202307.1874.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
unsupervised domain adaptation; pseudo-labeling; transfer learning
Online: 27 July 2023 (07:57:13 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0959.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Physics-informed deep learning; unsupervised learning; Reynolds-averaged Navier-Stokes equations; high Reynolds number flow; variable geometry; parameterized surrogate modeling
Online: 11 July 2024 (12:28:57 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1792.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Hyperspectral Imaging; Remote Sensing; Unsupervised Classification; Endmember Extraction; Generative Topographic Mapping
Online: 3 June 2024 (17:09:23 CEST)
ARTICLE
|
doi:10.20944/preprints202108.0409.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
Renal cancers; oncocytoma; chromophobe; transcriptomics; machine learning; clustering; gene signature; unsupervised learning
Online: 20 August 2021 (11:23:43 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0705.v1
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
Phenology; Tillering; Random Forest; Crop type; Clustering, Unsupervised classification
Online: 9 June 2023 (11:04:40 CEST)
ARTICLE
|
doi:10.20944/preprints201712.0001.v3
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
signal processing; bayesian methods; subaquatic audio; hydrophone; unsupervised learning
Online: 8 January 2018 (18:29:11 CET)
ARTICLE
|
doi:10.20944/preprints202106.0634.v1
Subject:
Computer Science And Mathematics,
Mathematics
Keywords:
Hyperspectral image; HSI; PCA; K-means clustering; unsupervised; classification; bands; satellite; ROSIS; AVIRIS
Online: 28 June 2021 (10:01:41 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0787.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
Low-light Image Enhancement; Unsupervised Learning; Physics-inspired Computer Vision
Online: 12 June 2023 (07:31:34 CEST)
ARTICLE
|
doi:10.20944/preprints202210.0355.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Auto encoder; surface defects; abnormal defects; visual inspection; unsupervised defect
Online: 24 October 2022 (07:56:04 CEST)
ARTICLE
|
doi:10.20944/preprints202107.0257.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Hyperspectral images, unsupervised Algorithm, clustering,K-means algorithm, spectral signature.
Online: 12 July 2021 (12:14:58 CEST)
ARTICLE
|
doi:10.20944/preprints202311.0646.v1
Subject:
Engineering,
Telecommunications
Keywords:
Unsupervised Domain Adaptation; CNN; SAR; Computer Vision; Remotesensing; DA; Artificial Intelligence; Classification; XAI
Online: 12 December 2023 (08:49:00 CET)
ARTICLE
|
doi:10.20944/preprints201911.0218.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Landsat; Google Earth; water index; unsupervised image classification; supervised image classification; Kappa coefficient
Online: 19 November 2019 (03:10:17 CET)
ARTICLE
|
doi:10.20944/preprints202112.0366.v1
Subject:
Medicine And Pharmacology,
Pathology And Pathobiology
Keywords:
fibroepithelial breast lesions; phyllodes tumors; methylation analysis; copy number alterations; dimension reduction; unsupervised machine learning
Online: 22 December 2021 (12:46:50 CET)
ARTICLE
|
doi:10.20944/preprints202201.0202.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
crop detection; Sentinel 1; Sentinel 2; supervised classification; unsupervised classification; time series; agriculture; food security
Online: 14 January 2022 (11:18:59 CET)
ARTICLE
|
doi:10.20944/preprints201903.0122.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Classification, SVM Classifier, ML Classifier, Supervised and Unsupervised Classification, Object-based Classification, Multispectral Data
Online: 11 March 2019 (09:01:44 CET)
ARTICLE
|
doi:10.20944/preprints202407.0425.v1
Subject:
Public Health And Healthcare,
Public Health And Health Services
Keywords:
Unsupervised Learning; Error detection; Pattern Discovery and Disentanglement; Healthcare Data Analysis
Online: 4 July 2024 (14:15:25 CEST)
COMMUNICATION
|
doi:10.20944/preprints202402.0275.v3
Subject:
Biology And Life Sciences,
Biology And Biotechnology
Keywords:
gut microbiome; compositional data; principal component analysis; unsupervised machine learning; diversity
Online: 11 March 2024 (16:59:03 CET)
ARTICLE
|
doi:10.20944/preprints202312.2278.v1
Subject:
Engineering,
Telecommunications
Keywords:
Histopathological images; Principal Component Analysis; Unsupervised Stain Separation; Semi-quantitative scoring
Online: 29 December 2023 (10:37:23 CET)
ARTICLE
|
doi:10.20944/preprints202311.0008.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
unsupervised classification; forest communities; carbon balance; remote sensing, google earth engine
Online: 1 November 2023 (04:10:24 CET)
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/preprints202305.2218.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
Generative Adversarial Network; Intrusion Detection System; Imbalanced Dataset; Machine Learning; Unsupervised Learning
Online: 31 May 2023 (10:22:58 CEST)
ARTICLE
|
doi:10.20944/preprints202004.0524.v2
Subject:
Biology And Life Sciences,
Virology
Keywords:
unsupervised learning; tensor decomposition; feature selection; COVID-19; drug discovery; gene expression
Online: 3 June 2020 (05:29:09 CEST)
ARTICLE
|
doi:10.20944/preprints201807.0207.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
smart anti-theft system; intruder detection; unsupervised activity monitoring; smart home; partially/fully covered faces
Online: 11 July 2018 (16:47:59 CEST)
ARTICLE
|
doi:10.20944/preprints202209.0347.v1
Subject:
Environmental And Earth Sciences,
Soil Science
Keywords:
digital soil mapping; soil process units; soil parameter space; machine learning; unsupervised classification
Online: 22 September 2022 (15:08:05 CEST)
ARTICLE
|
doi:10.20944/preprints202201.0452.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
intelligent reflecting surface; low Earth orbit satellite; graph attention networks; unsupervised learning; beamforming
Online: 31 January 2022 (11:47:07 CET)
ARTICLE
|
doi:10.20944/preprints202105.0674.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
Offshore wind; life extension; modern portfolio theory; unsupervised machine learning; monopile; risk management
Online: 27 May 2021 (14:01:13 CEST)
ARTICLE
|
doi:10.20944/preprints202011.0605.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
parameter-free spectral clustering; Lagrangian Coherent Structures; clusters; geophysical flows; unsupervised machine learning
Online: 24 November 2020 (09:25:02 CET)
ARTICLE
|
doi:10.20944/preprints202309.0754.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
vehicle re-identification; unsupervised domain adaptation; source-free knowledge transfer; pseudo-label; joint training
Online: 12 September 2023 (08:54:10 CEST)
ARTICLE
|
doi:10.20944/preprints202103.0753.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
unsupervised feature selection; histogram-valued data; compactness; hierarchical conceptual clustering; multi-role measure; visualization
Online: 31 March 2021 (07:53:39 CEST)
ARTICLE
|
doi:10.20944/preprints202103.0276.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Artificial Intelligent algorithms; Analytical Hierarchical Process (AHP); Prediction methods; unsupervised learning; Biological neural networks
Online: 10 March 2021 (11:07:15 CET)
ARTICLE
|
doi:10.20944/preprints202002.0113.v1
Subject:
Chemistry And Materials Science,
Analytical Chemistry
Keywords:
Blind Source Separation; Component Analysis; Chemometrics; Unsupervised Machine Learning; Endmember Extraction; Spectral Unmixing; NMR
Online: 9 February 2020 (17:18:38 CET)
ARTICLE
|
doi:10.20944/preprints202408.1096.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Automated Log Analysis; Log-based Fault Localization; Log Sequence; Unsupervised Log Sequence Segmentation; Software Reliability
Online: 15 August 2024 (07:30:48 CEST)
ARTICLE
|
doi:10.20944/preprints202002.0019.v1
Subject:
Biology And Life Sciences,
Endocrinology And Metabolism
Keywords:
metabolomics; LC-MS; mass spectrometry; metabolic profiling; computational; statistical; unsupervised learning; supervised learning; pathway analysis
Online: 3 February 2020 (05:54:14 CET)
ARTICLE
|
doi:10.20944/preprints202203.0093.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
6-hydroxydopamine; rotenone; in vitro neurotoxicity; mitochondrial dysfunction; exploratory data analysis; applied computational statistics; unsupervised and supervised machine learning
Online: 7 March 2022 (09:16:28 CET)
ARTICLE
|
doi:10.20944/preprints202001.0375.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
unsupervised machine learning; hierarchical learning; computational representation; computational cognitive modeling; contextual modeling; classification; IoT data modeling
Online: 31 January 2020 (04:38:51 CET)
REVIEW
|
doi:10.20944/preprints201708.0003.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
stylometry; author identification; author verification; authorprofiling; stylistic inconsistency; text analysis; supervised learning; unsupervised learning; classification; forensics
Online: 2 August 2017 (12:38:17 CEST)
ARTICLE
|
doi:10.20944/preprints201712.0110.v1
Subject:
Environmental And Earth Sciences,
Geography
Keywords:
best practice; crop mapping; crowdsourcing; drought risk assessment; exposure; flood risk assessment; geospatial data; spaceborne remote sensing; unsupervised classification; rule-based classification
Online: 17 December 2017 (08:26:29 CET)
ARTICLE
|
doi:10.20944/preprints202408.2188.v1
Subject:
Computer Science And Mathematics,
Signal Processing
Keywords:
progressive maximum similarity; unsupervised domain adaptation; radio frequency signal attribute recognition; automatic modulation recognition; radio frequency fingerprint identification; signal processing
Online: 29 August 2024 (16:13:02 CEST)
ARTICLE
|
doi:10.20944/preprints202302.0070.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep learning; aerial imagery; precision agriculture; plant detection; domain adaptation; unsupervised learning; self-supervision; adversarial learning; domain shift; tropical crops
Online: 3 February 2023 (10:14:09 CET)
ARTICLE
|
doi:10.20944/preprints202302.0066.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Smart Tourism; Sustainable Tourism; Natural language Processing (NLP); Big Data Analytics; Deep Learning; Machine Learning; Unsupervised Learning; Bidirectional Encoder Representations from Transformers (BERT); Literature Review; Smart Societies
Online: 3 February 2023 (09:47:55 CET)
ARTICLE
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Approach Path Management; Atypical Flight Event; Non-Compliant Approach; Real Time; Anomaly Detection; Functional Principal Component Analysis; Unsupervised Learn- ing; Dubins Path
Online: 12 March 2021 (21:17:22 CET)
ARTICLE
|
doi:10.20944/preprints202312.0825.v1
Subject:
Environmental And Earth Sciences,
Oceanography
Keywords:
wind wave; X-band marine radar; significant wave height; Pierson-Moskowitz spectrum; synthetic radar images; preliminary training; artificial neural networks; machine learning; deep learning; convolutional neural networks; unsupervised pre-training
Online: 12 December 2023 (08:11:49 CET)
ARTICLE
|
doi:10.20944/preprints202401.0106.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Convolutional Neural Networks (CNN); Recurrent Neural Networks (RNN); Generative Adversarial Networks (GAN); Natural Language Processing (NLP); Reinforcement Learning; Autoencoders; Image Recognition; Pattern Recognition; Unsupervised Learning; Data Augmentation; Hyperparameter Tuning; Fine-tuning
Online: 3 January 2024 (10:26:26 CET)