ARTICLE
|
doi:10.20944/preprints201608.0232.v2
Subject:
Medicine And Pharmacology,
Pulmonary And Respiratory Medicine
Keywords:
mHealth; ODK scan; mobile health application; digitizing data collection; data management processes; paper-to-digital system; technology-assisted data management; treatment adherence
Online: 2 September 2016 (03:17:38 CEST)
ARTICLE
|
doi:10.20944/preprints201808.0350.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
big data; clustering; data mining; educational data mining; e-learning; profile learning
Online: 19 October 2018 (05:58:05 CEST)
ARTICLE
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Deep learning; Big data; Machine learning; Biofuels
Online: 30 September 2020 (11:19:52 CEST)
ARTICLE
|
doi:10.20944/preprints202402.0798.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; multi-dimensional data visualization; classification; morphing; scattered data interpolation
Online: 14 February 2024 (10:56:50 CET)
ARTICLE
|
doi:10.20944/preprints202108.0471.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Big data; Health prevention; Machine learning; Medical data
Online: 24 August 2021 (14:00:12 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0722.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Anomaly detection; Malaria data; Machine learning; big data; epidemic
Online: 10 May 2023 (09:34:36 CEST)
REVIEW
|
doi:10.20944/preprints201908.0179.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
biofuels; deep learning; big data; machine learning models; biodiesel
Online: 17 August 2019 (03:48:28 CEST)
ARTICLE
|
doi:10.20944/preprints202402.1372.v1
Subject:
Computer Science And Mathematics,
Analysis
Keywords:
Data Visualization; Big Data; AI; Machine Learning
Online: 23 February 2024 (10:39:04 CET)
TECHNICAL NOTE
|
doi:10.20944/preprints202011.0038.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
dyadic data; co-occurrence data; expectation maximization (EM) algorithm; mixture model
Online: 2 November 2020 (12:06:26 CET)
COMMUNICATION
|
doi:10.20944/preprints202401.2023.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
COVID-19; Big Data; Data Analysis; Machine Learning; Subjectivity Analysis; Data Science; Deep Learning; Mental Health
Online: 29 January 2024 (15:42:52 CET)
REVIEW
|
doi:10.20944/preprints201908.0154.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep learning; machine learning; smart cities; urban sustainability; cities of future; internet of things (IoT); data science; big data
Online: 13 August 2019 (10:00:34 CEST)
ARTICLE
|
doi:10.20944/preprints202208.0083.v1
Subject:
Business, Economics And Management,
Accounting And Taxation
Keywords:
Ratios; Financial Crisis; Covid-19; Big Data; Accounting Data
Online: 3 August 2022 (10:42:06 CEST)
REVIEW
|
doi:10.20944/preprints202103.0216.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
machine learning; deep learning; artificial intelligence; data science; data-driven decision making; predictive analytics; intelligent applications;
Online: 8 March 2021 (12:55:59 CET)
ARTICLE
|
doi:10.20944/preprints201710.0076.v2
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
big data; machine learning; regularization; data quality; robust learning framework
Online: 17 October 2017 (03:47:41 CEST)
ARTICLE
|
doi:10.20944/preprints202102.0365.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Cancer subtype detection; Multi-omics data; Data integration; Autoencoder; Survival analysis
Online: 17 February 2021 (10:09:51 CET)
REVIEW
|
doi:10.20944/preprints202010.0263.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
data science; deep learning; ensemble machine learning models; economics; hybrid models
Online: 13 October 2020 (09:24:17 CEST)
ARTICLE
|
doi:10.20944/preprints202102.0326.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Data analysis; Artificial Intelligence; Machine Learning; Knowledge Engineering; Computers and information processing, Data analysis; Data Processing.
Online: 16 February 2021 (13:33:53 CET)
ARTICLE
|
doi:10.20944/preprints202201.0365.v3
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
binding affinity prediction; machine learning; data quality; data quantity; deep learning
Online: 23 May 2022 (11:16:49 CEST)
ARTICLE
|
doi:10.20944/preprints202310.1988.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
academic performance; progress prediction; score prediction; learning behavior; learning dataset; educational data mining
Online: 31 October 2023 (09:40:38 CET)
ARTICLE
|
doi:10.20944/preprints202105.0105.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
data scarcity; water quality; missing data; univariate imputation; multivariate imputation; machine learning; hydroinformatics.
Online: 6 May 2021 (15:18:23 CEST)
ARTICLE
|
doi:10.20944/preprints201805.0353.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
big data; big data system; energy; district heating; reinforcement learning
Online: 24 May 2018 (16:05:27 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0052.v1
Subject:
Biology And Life Sciences,
Immunology And Microbiology
Keywords:
Bibliometric analysis; Biofilm; Big data; Machine learning; Artificial intelligence
Online: 4 April 2023 (16:07:54 CEST)
REVIEW
|
doi:10.20944/preprints202308.1478.v4
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; churn prediction; imbalanced data; combined data sampling techniques; hyperparameter optimization
Online: 17 November 2023 (14:15:58 CET)
ARTICLE
|
doi:10.20944/preprints202306.0260.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
chromosome classification; convolutional neural networks; ensemble; data augmentation
Online: 5 June 2023 (08:02:04 CEST)
ARTICLE
|
doi:10.20944/preprints202112.0070.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Exoplanets Detection; Deep learning; Real and Simulated Data
Online: 6 December 2021 (12:36:42 CET)
ARTICLE
|
doi:10.20944/preprints202305.1563.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
artificial intelligence, federated learning, predictive maintenance, 5G, smart sensors, manufacturing, data security, data silos
Online: 23 May 2023 (04:28:23 CEST)
ARTICLE
|
doi:10.20944/preprints202308.0366.v1
Subject:
Social Sciences,
Education
Keywords:
learning analytics; large language model; artificial intelligence; process data
Online: 4 August 2023 (07:23:55 CEST)
ARTICLE
|
doi:10.20944/preprints202209.0483.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
deep reinforcement learning; data efficient; curriculum learning; transfer learning
Online: 30 September 2022 (10:35:06 CEST)
ARTICLE
|
doi:10.20944/preprints202401.0811.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Machine Learning; Personalized Education; Adaptive Learning Systems; Online Learning Platforms; Educational Data Analysis
Online: 10 January 2024 (09:25:52 CET)
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/preprints202102.0027.v1
Subject:
Computer Science And Mathematics,
Other
Keywords:
Keywords: Ship Recycling, Predictive Analytics, Big Data, Shipbreaking, Leakage Effect
Online: 1 February 2021 (12:43:52 CET)
REVIEW
|
doi:10.20944/preprints202102.0108.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Sentiment Analysis; Students' feedback; Students' reviews; Natural language processing; Data mining; Deep learning; Machine learning
Online: 3 February 2021 (10:11:54 CET)
ARTICLE
|
doi:10.20944/preprints201908.0019.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
emotion classification; machine learning classifiers; ISEAR dataset; data mining; performance evaluation; data science; opinion-mining
Online: 2 August 2019 (08:49:27 CEST)
ARTICLE
|
doi:10.20944/preprints202104.0529.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
censored data; machine learning; deep learning; DNNSurv; survival analysis
Online: 20 April 2021 (11:15:02 CEST)
ARTICLE
|
doi:10.20944/preprints202306.2022.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
smart fusion approach; enriched semantic segmentation; LiDAR point clouds; images data; data fusion; prior knowledge; deep learning; urban environment
Online: 29 June 2023 (05:41:26 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0540.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Health Indicator; Monitoring Data; Machine Learning; Autoencoder
Online: 10 July 2023 (05:12:24 CEST)
REVIEW
|
doi:10.20944/preprints202302.0478.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
data preprocessing; feature extraction; deep learning; illumination estimation; color constancy
Online: 28 February 2023 (01:24:14 CET)
ARTICLE
|
doi:10.20944/preprints202112.0376.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Large-Scale Image Classification; Printed Chinese Character Recognition; Data Synthesis; GoogLeNet-GAP; Transfer Learning
Online: 22 December 2021 (16:31:53 CET)
ARTICLE
|
doi:10.20944/preprints202401.0318.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Grammatical evolution; Computational Intelligence; Neural networks; Feature Construction; Data Analysis; Recommendation System
Online: 4 January 2024 (03:08:46 CET)
REVIEW
|
doi:10.20944/preprints201908.0166.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; deep learning; big data; hydrology; climate change; global warming; hydrological model; earth systems
Online: 15 August 2019 (05:50:48 CEST)
ARTICLE
|
doi:10.20944/preprints202310.1816.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
causal discovery; independence tests; functional data analysis; kernel methods
Online: 30 October 2023 (04:50:39 CET)
ARTICLE
|
doi:10.20944/preprints202012.0092.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
anomaly detection; machine Learning; large stand off magnetometry; multimodal data; RAPIDS-AI
Online: 4 December 2020 (07:13:40 CET)
ARTICLE
|
doi:10.20944/preprints202402.1296.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Multimodal data; remote sensing; reinforcement learning; meta-learning; causal learning
Online: 22 February 2024 (15:30:22 CET)
ARTICLE
|
doi:10.20944/preprints202107.0505.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Classification; Deep Learning; Health; Machine Learning; Accelerometer data; Sensors; Physical activity)
Online: 22 July 2021 (07:47:00 CEST)
ARTICLE
|
doi:10.20944/preprints201807.0185.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
deep learning; multi-task learning; audio event detection; audio tagging; weak learning; low-resource data
Online: 10 July 2018 (16:05:15 CEST)
ARTICLE
|
doi:10.20944/preprints202312.1297.v1
Subject:
Public Health And Healthcare,
Physical Therapy, Sports Therapy And Rehabilitation
Keywords:
Rehabilitation; Wheelchair; Propulsion; IMU; Data-science
Online: 18 December 2023 (13:27:23 CET)
ARTICLE
|
doi:10.20944/preprints202310.1780.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Road collision traffic; Data imbalance; Machine Learning; Driving Simulation
Online: 8 November 2023 (02:06:15 CET)
ARTICLE
|
doi:10.20944/preprints202002.0108.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
machine learning; decision tree; random forest; crime data analytics
Online: 9 February 2020 (16:02:03 CET)
ARTICLE
|
doi:10.20944/preprints202306.0052.v1
Subject:
Engineering,
Other
Keywords:
Soccer; data analysis; soccer injury type; classification machine learning models
Online: 1 June 2023 (07:37:07 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/preprints202401.2114.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
UAV classification; machine learning; audio data augmentation; UAV detection
Online: 30 January 2024 (11:38:51 CET)
REVIEW
|
doi:10.20944/preprints202202.0345.v1
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
big data; machine learning; agriculture; challenges; systematic literature review
Online: 28 February 2022 (03:14:56 CET)
REVIEW
|
doi:10.20944/preprints202305.0839.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
multiphysics modeling; physics-informed neural networks; physics-informed machine learning; data-driven machine learning
Online: 11 May 2023 (10:26:35 CEST)
ARTICLE
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Koopman Operator; Dynamic Mode Decomposition(DMD); Johnson-Lindenstrauss Lemma; Random Projection; Data-driven method
Online: 24 September 2021 (09:14:01 CEST)
ARTICLE
|
doi:10.20944/preprints202312.0957.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine learning workflow; Supervised learning; Numerical data; Categorical data; Data engineering; Extraction, loading, transformation; Feature engineering; Automated feature extraction; Machine learning engineering; Training, validation, evaluation; Test-driven development; Automated machine learning; Model deployment
Online: 13 December 2023 (08:00:49 CET)
ARTICLE
|
doi:10.20944/preprints202209.0341.v1
Subject:
Social Sciences,
Decision Sciences
Keywords:
Real State; Regressors; Artificial Intelligence; Machine Learning; Data-informed; Boston
Online: 22 September 2022 (10:33:09 CEST)
ARTICLE
|
doi:10.20944/preprints202109.0342.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Artificial Intelligence; Data Science; HealthCare Applications; Machine Learning; Patient Attitudes
Online: 20 September 2021 (15:51:54 CEST)
ARTICLE
|
doi:10.20944/preprints202101.0584.v1
Subject:
Engineering,
Civil Engineering
Keywords:
floor plan analysis; vectorization; graph neural network; indoor spatial data
Online: 28 January 2021 (13:06:28 CET)
ARTICLE
|
doi:10.20944/preprints202210.0140.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
synthesized view; quality enhancement; synthetic images; data augmentation
Online: 11 October 2022 (04:39:16 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1636.v1
Subject:
Engineering,
Civil Engineering
Keywords:
machine learning; supervised classification; drinking water quality; data-driven; artificial intelligence
Online: 24 August 2023 (03:20:26 CEST)
ARTICLE
|
doi:10.20944/preprints202310.0952.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Hepatitis C; machine learning; severity prediction; data preprocessing; hyperparameter tuning; classification models
Online: 16 October 2023 (09:33:57 CEST)
ARTICLE
|
doi:10.20944/preprints201811.0339.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
eHealth; big data; deep learning; watson; spark; decision support system; prevention pathways
Online: 15 November 2018 (04:14:36 CET)
ARTICLE
|
doi:10.20944/preprints201804.0186.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
avionics systems; machine learning; big data; deep learning; pilot behavior analysis; eye tracking; automatic training system
Online: 16 April 2018 (05:22:22 CEST)
ARTICLE
|
doi:10.20944/preprints201612.0077.v1
Subject:
Computer Science And Mathematics,
Data Structures, Algorithms And Complexity
Keywords:
rule based models; gene expression data; bayesian networks; parsimony
Online: 15 December 2016 (08:21:24 CET)
ARTICLE
|
doi:10.20944/preprints202108.0516.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; time; naive bayes classification; recurrent neural networks, Twitter; social media data; automatic classification
Online: 27 August 2021 (11:23:50 CEST)
ARTICLE
Subject:
Biology And Life Sciences,
Animal Science, Veterinary Science And Zoology
Keywords:
artificial intelligence; bioinformatics; computational biology; data mining & machine learning; evolutionary studies; mathematical biology; animal behavior
Online: 6 November 2019 (05:07:24 CET)
ARTICLE
|
doi:10.20944/preprints202208.0495.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
chronic venous disease; deep leaning; data mining; Resnet50; DeiT; automatic classification; automatic CEAP classification
Online: 29 August 2022 (12:46:56 CEST)
ARTICLE
|
doi:10.20944/preprints201808.0551.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Non-intrusive Load Monitoring; Machine Learning; Deep Modeling; Extreme Learning Machine; Data Driven Approach.
Online: 31 August 2018 (15:44:51 CEST)
ARTICLE
|
doi:10.20944/preprints202401.0912.v2
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
intrusion detection system; big data; deep learning; CNN; LSTM; GAN; cybersecurity; network security
Online: 15 January 2024 (08:11:36 CET)
ARTICLE
|
doi:10.20944/preprints202201.0348.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
Data Science; Genomic Data Science; Machine Learning; Network Analysis; RNA-Seq; Precision Medicine; Subtyping; Parkinson’s Disease
Online: 24 January 2022 (11:36:51 CET)
REVIEW
|
doi:10.20944/preprints202108.0238.v1
Subject:
Public Health And Healthcare,
Other
Keywords:
self-supervised learning; medicine; healthcare; representation learning; unlabeled data
Online: 11 August 2021 (08:27:57 CEST)
COMMUNICATION
|
doi:10.20944/preprints202210.0351.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
oral cancer; machine learning; gene prioritization; genomic datasets; data mining
Online: 24 October 2022 (07:10:08 CEST)
ARTICLE
|
doi:10.20944/preprints202208.0522.v1
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
Agro-morphological; Data-driven; Machine Learning; Seed yield; Sensitivity Analysis
Online: 30 August 2022 (11:21:48 CEST)
ARTICLE
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Data Driven; causation entropy; Boolean networks; Boolean functions; causality inference
Online: 2 June 2020 (09:50:09 CEST)
ARTICLE
|
doi:10.20944/preprints202305.1238.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
low-code; no-code; machine learning; auto ML; ML platform; data scientist scarcity; projects overruns
Online: 17 May 2023 (10:46:06 CEST)
REVIEW
|
doi:10.20944/preprints202006.0139.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
Cybersecurity; machine learning; data science; decision making; cyber-attack; security modeling; intrusion detection; threat intelligence
Online: 11 June 2020 (12:12:50 CEST)
ARTICLE
|
doi:10.20944/preprints201908.0100.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
cancer biomarker discovery; gene expression data; Ingenuity Knowledge Base (IKB); transfer learning; interpretable classification rules
Online: 8 August 2019 (05:28:26 CEST)
ARTICLE
|
doi:10.20944/preprints202212.0482.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Data Center; Artificial Intelligence; Machine Learning; Feature Selection; SHAP; Game Theory.
Online: 26 December 2022 (09:06:47 CET)
ARTICLE
|
doi:10.20944/preprints202209.0014.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
No-show; Medical Appointments; Healthcare; Artificial Intelligence; Data processing and management
Online: 1 September 2022 (08:57:07 CEST)
ARTICLE
|
doi:10.20944/preprints202002.0026.v1
Subject:
Social Sciences,
Cognitive Science
Keywords:
mind-wandering; video lecture; self-caught method; oculomotor data; eye movements
Online: 3 February 2020 (08:34:54 CET)
ARTICLE
|
doi:10.20944/preprints202210.0014.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
spectrogram data set; wireless network monitoring; spectrum analysis; frame detection; object detection; deep learning
Online: 4 October 2022 (09:56:48 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)
ARTICLE
|
doi:10.20944/preprints202102.0516.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
machine learning; insect-damage; spectral data; theoretical model
Online: 23 February 2021 (14:12:28 CET)
REVIEW
|
doi:10.20944/preprints202403.0433.v1
Subject:
Biology And Life Sciences,
Biology And Biotechnology
Keywords:
Artificial Intelligence; Machine Learning; Cancer Diagnosis; Precision Medicine; Data Privacy; Regulatory Frameworks
Online: 7 March 2024 (11:59:44 CET)
ARTICLE
|
doi:10.20944/preprints202011.0744.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Anomaly detection; Healthcare; K-means clustering; Heart disease prediction; Data analytics; Machine learning
Online: 30 November 2020 (16:38:23 CET)
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/preprints202310.0929.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
body fat percentage; machine learning; regression models; feature engineering; outlier detection; data preprocessing; health and fitness; predictive modeling
Online: 16 October 2023 (07:55:25 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)
REVIEW
|
doi:10.20944/preprints202202.0083.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine Learning; COVID-19; Internet of Things (IoT); Deep Learning; Big Data
Online: 19 April 2022 (08:21:00 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)
ARTICLE
|
doi:10.20944/preprints202310.0439.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Data-driven method; Fault detection; Manifold Learning; Blast Furnace Ironmaking Process
Online: 8 October 2023 (09:51:24 CEST)
ARTICLE
|
doi:10.20944/preprints202208.0201.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
auto-encoder; high sparse binary data; feature extraction; SNV integration
Online: 10 August 2022 (10:27:32 CEST)
ARTICLE
|
doi:10.20944/preprints202312.1330.v1
Subject:
Engineering,
Transportation Science And Technology
Keywords:
incremental learning; micro-mobility; data collection system; AI-based services; Broad Learning System algorithm
Online: 18 December 2023 (12:21:08 CET)
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/preprints202312.0868.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
Domain Transfer; Structural Health Monitoring; Vibration-based; Deep Leaning; Experimental Data Generation
Online: 12 December 2023 (10:21:04 CET)
ARTICLE
|
doi:10.20944/preprints202106.0654.v1
Subject:
Computer Science And Mathematics,
Data Structures, Algorithms And Complexity
Keywords:
COVID-19; Mental Health; Depression; Big data; Social media.
Online: 28 June 2021 (13:50:49 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1011.v1
Subject:
Environmental And Earth Sciences,
Other
Keywords:
Deep learning; Natural language processing; Automatic identification system data; Word embedding; trajectory classification
Online: 16 April 2024 (11:38:48 CEST)
CASE REPORT
|
doi:10.20944/preprints202304.0437.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Self-Directed Learning,; Pedagogy,; Visualization Plan; Web Analysis,; Big Data; Pattern Matching; Covid-19
Online: 17 April 2023 (09:58:27 CEST)
ARTICLE
|
doi:10.20944/preprints202311.1128.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
FP cavity; Multi-physics coupling; Finite element method; Data learning; Surrogate model; Evolutionary algorithm
Online: 17 November 2023 (15:31:58 CET)
ARTICLE
|
doi:10.20944/preprints202108.0564.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
E-learning derived annotations; Pneumothorax; Artificial intelligence; Crowdsourcing; Educational data mining
Online: 31 August 2021 (11:23:12 CEST)