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
|
doi:10.20944/preprints202004.0144.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Natura 2000; machine learning; feature selection; imaging spectroscopy; monitoring riparian habitats; biodiversity mapping; botanical field surveys; hydromorphology
Online: 9 April 2020 (08:48:03 CEST)
ARTICLE
|
doi:10.20944/preprints202003.0298.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Data Mining; Breast Cancer; Hybrid Feature Selection; Machine learning; Support Vector Machine; Optimize Genetic Algorithm; boosting algorithms
Online: 19 March 2020 (11:13:15 CET)
ARTICLE
|
doi:10.20944/preprints202001.0309.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
feature selection; hybrid optimization; Whale Optimization Algorithm; Flower Pollination Algorithm; classification; Opposition Based Learning; Email Spam Detection
Online: 26 January 2020 (07:07:23 CET)
ARTICLE
|
doi:10.20944/preprints202308.0528.v1
Subject:
Engineering,
Bioengineering
Keywords:
Speech Imagery; Mental Task; Machine Leaning; Feature Extraction; Common spatial pattern (CSP); Filter bank Common Spatial Pattern (FBCSP); Brain – Computer Interface (BCI); Principal Components Analysis (PCA); Feature Selection; Channel Selection; Mutual Information; Lagrange Formula; Deep Learning; SVM Classifier
Online: 7 August 2023 (10:23:13 CEST)
ARTICLE
|
doi:10.20944/preprints202408.1197.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
Parkinson’s disease; wearable sensors; digital biomarkers; remote monitoring; gait analysis; phonation; feature engineering; mobile health technologies; early detection
Online: 16 August 2024 (10:02:01 CEST)
ARTICLE
|
doi:10.20944/preprints202408.0942.v1
Subject:
Engineering,
Safety, Risk, Reliability And Quality
Keywords:
Fast Fourier Transform; Peak Detection; Feature Importance; Fault Detection and Isolation; Extreme Gradient Boosting; Machine Learning; Discriminative Features
Online: 13 August 2024 (13:05:48 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0385.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Complex-Valued Convolutional Neural Network (CV-CNN); Polarimetric Synthetic Aperture Radar (PolSAR) Image Classification, Attention Mechanism; Feature Fusion
Online: 4 July 2024 (14:46:48 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/preprints202310.0166.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
PolSAR image classification; Wishart-based complex matrix network; multi-feature network; Double-channel convolution network; Edge-preserving MRF
Online: 3 October 2023 (15:23:55 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0917.v2
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Machine learning; Geriartic fall detection; Dataset; Dew Computing; End Device; Feature Extraction; Supervised Machine Learning; Sensor Data Analysis
Online: 1 October 2023 (09:38:25 CEST)
ARTICLE
|
doi:10.20944/preprints202306.2037.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Automatic Feature Extraction; Cadastral mapping; Fit-for-purpose; Interactive delineation; Mean-shift segmentation; Random Forest classification; Land administration
Online: 29 June 2023 (03:03:19 CEST)
ARTICLE
|
doi:10.20944/preprints202004.0387.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
industry 4.0; vision system; image processing; machine learning; pen parts feature identification; illumination variation; fuzzy C-means algorithm
Online: 21 April 2020 (13:48:10 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1417.v1
Subject:
Computer Science And Mathematics,
Signal Processing
Keywords:
countermovement jump; jump power; inertial measurement units; smartphone; accelerometer; wearables; functional principal component analysis; feature extraction; signal alignment; sport
Online: 23 April 2024 (03:17:24 CEST)
ARTICLE
|
doi:10.20944/preprints202401.1274.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
hyperspectral remote sensing; manifold learning; local tangent space alignment; spectral angle mapping; spectral information divergence; dimensionality reduction; feature extraction
Online: 17 January 2024 (06:28:26 CET)
ARTICLE
|
doi:10.20944/preprints202308.1033.v1
Subject:
Engineering,
Bioengineering
Keywords:
Type II Diabetes Mellitus (DM); microarray gene data; Dimensionality Reduction (DR); Classification techniques; feature selection; LR; AAA; DOA; EHO
Online: 15 August 2023 (05:47:58 CEST)
ARTICLE
|
doi:10.20944/preprints202306.2178.v1
Subject:
Engineering,
Telecommunications
Keywords:
delay; dimensionality reduction; LTE; VoIP; Neural Networks; Support Vector Machines; k-Nearest Neighbors; Feature Selection; Pareto 80/20 rule
Online: 30 June 2023 (07:38:35 CEST)
ARTICLE
|
doi:10.20944/preprints202111.0345.v1
Subject:
Medicine And Pharmacology,
Psychiatry And Mental Health
Keywords:
brain-computer interface (BCI); electroencephalography (EEG); stress state recognition; feature selection; particle swarm optimization (PSO); mRMR; SVM; DEEP; SEED
Online: 19 November 2021 (11:01:19 CET)
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/preprints202108.0325.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Multi-granularity encoding neural networks (MGNNE); feature extraction; multilayer perceptron (MLP); Principal component analysis (PCA); Remote Sensing image classification,LCLU.
Online: 16 August 2021 (11:28:21 CEST)
ARTICLE
|
doi:10.20944/preprints202403.0964.v1
Subject:
Public Health And Healthcare,
Public Health And Health Services
Keywords:
Pain, Physiology; Data Analysis; Signal Transduction; Transcranial Direct Current Stimulation; Transcutaneous Electrical Nerve Stimulation; Stroop task; Cognition; Feature Extraction; Reha-bilitation
Online: 18 March 2024 (10:01:31 CET)
ARTICLE
|
doi:10.20944/preprints202401.1266.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Malfunction detection, air-forced power transformers, cooling fans, acoustic features, learning algorithms, data augmentation, joint time-frequency feature extraction.
Online: 17 January 2024 (11:25:41 CET)
ARTICLE
|
doi:10.20944/preprints202311.0302.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
intrusion detection system; machine learning techniques; Exploratory Data Analysis; Performance Evaluation; feature selection; CSE-CIC-IDS-2018 dataset; Three phase models
Online: 6 November 2023 (07:46:31 CET)
ARTICLE
|
doi:10.20944/preprints202305.0513.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep learning; medical imaging; clinical decision support system; Teeth X-Rays; Images; CNN model; transfer learning; NASNetMobile feature extractor; classification model
Online: 8 May 2023 (10:25:36 CEST)
ARTICLE
|
doi:10.20944/preprints202212.0356.v1
Subject:
Medicine And Pharmacology,
Other
Keywords:
Component Structure Coherence Point Drift; parenchyma change induced by radiotherapy; computed tomography; feature point sampling; regional vascular point matching; longitudinal registration
Online: 20 December 2022 (07:28:27 CET)
ARTICLE
|
doi:10.20944/preprints202005.0356.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Supervised Learning; Time Series Classification; Jamming Detection; Automatic Modulation Classification; Feature Selection; Genetic Algorithm; Principal Component Analysis; QPSK modulation; APSK modulation
Online: 23 May 2020 (05:10:36 CEST)
ARTICLE
|
doi:10.20944/preprints202003.0297.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Data Mining; Alzheimer’s Dementia; Composite Hybrid Feature Selection; Machine learning; Stack Hybrid Classification; AI Techniques; Classification; AD Diagnose; Clinical AD Dataset
Online: 19 March 2020 (10:52:31 CET)
REVIEW
|
doi:10.20944/preprints201812.0235.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Intelligent Load Forecasting 1; Demand-Side Management 2; Pattern Similarity 3; Hierarchical Forecasting 4; Feature Selection 5; Weather Station Selection 6
Online: 19 December 2018 (12:19:14 CET)
ARTICLE
|
doi:10.20944/preprints202404.1726.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
polarimetric synthetic aperture radar (PolSAR); Deep learning; Reflection Symmetric Decomposition (RSD); Input scheme; Land classification; Polarization feature extraction; Convolutional Neural Network (CNN)
Online: 28 April 2024 (07:21:10 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1217.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Cloud; Epidemic Disease Control; feature selection; Deep Convolutional Network; Hessian Locally Linear Embedding technique; Manhattan distance measure; Tucker coefficient of congruence regression
Online: 18 April 2024 (07:51:24 CEST)
ARTICLE
|
doi:10.20944/preprints202311.1385.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
machine learning: classification; support vector machines; random forest classifier; outlier detection; feature selection; data augmentation; hand shape recognition; sign language; virtual reality
Online: 22 November 2023 (05:51:51 CET)
ARTICLE
|
doi:10.20944/preprints202306.1661.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Chatbots; Dynamic knowledge base; Internet wizard; Search engine integration; Google Feature snippets; Open-domain question-answering chatbot; Knowledge graph; Student engagement; Higher education
Online: 23 June 2023 (11:02:10 CEST)
ARTICLE
|
doi:10.20944/preprints202111.0023.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Twitter; Social Media Analysis; User Behavior Mining; Crime Detection; Feature Extraction; Graph Analysis; Natural Language Processing; Text Classification; Aspect-based Sentiment Analysis; DistilBERT
Online: 1 November 2021 (15:25:19 CET)
ARTICLE
|
doi:10.20944/preprints202109.0059.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
table detection; table recognition; cascade Mask R-CNN; atrous convolution; recursive feature pyramid networks; document image analysis; deep neural networks; computer vision, object detection.
Online: 3 September 2021 (11:05:10 CEST)
ARTICLE
|
doi:10.20944/preprints202105.0272.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
real-time quality prediction; spatio-temporal features; feature importance; recurrent neural network; high-speed infrared imaging; convolutional neural network; lack of fusion (false friends)
Online: 12 May 2021 (13:55:12 CEST)
REVIEW
|
doi:10.20944/preprints202403.0079.v1
Subject:
Engineering,
Mining And Mineral Processing
Keywords:
Measure While Drilling (MWD); Open-pit mining; Subsurface characterization; Machine Learning (ML); Data acquisition; Rock properties; Geochemical analysis; Artificial Intelligence (AI); Predictive modeling; Feature Importance
Online: 4 March 2024 (09:29:05 CET)
ARTICLE
|
doi:10.20944/preprints202406.1871.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
recognition of general name derivation relationships; identification of general name derived geographical name; geographical name semantic features; geographic entity spatiotemporal distribution features; semantic spatiotemporal feature fusion
Online: 26 June 2024 (12:19:18 CEST)
ARTICLE
|
doi:10.20944/preprints202405.0933.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Comparative Analysis; Educational Data Mining; Educational Predictive Modelling; (XAI); Feature Importance; Machine Learning Interpretability; Model Transparency; Predictive Analytics in Education; Student Adaptability; AI in Education Policy
Online: 14 May 2024 (10:00:45 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0394.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Unpalleting System; Computer Vision; Object Detection; Pattern Matching; Scale-Invariant Feature Transform (SIFT); Oriented FAST and Rotated BRIEF (ORB); Haar Cascade Classifiers; Industrial Automation; Robotic Manipulators; Machine Vision
Online: 4 July 2024 (06:58:17 CEST)
ARTICLE
|
doi:10.20944/preprints202403.0221.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
Feature Detection; Object Reflective Surfaces; YOLOv3 Neural Network; Transfer Learning; Digital Cameras; Collaborative Robots; Machine Learning in Manufacturing; Automation in Polishing; Industrial AI Applications; GPU; CUDA and cuDNN
Online: 5 March 2024 (13:21:58 CET)
ARTICLE
|
doi:10.20944/preprints201608.0202.v2
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
HR satellite remote sensing; urban fabric vulnerability; UHI & heat waves; landsat & MODIS sensors; LST & urban heating; segmentation & objects classification; data mining; feature extraction & selection; stepwise regression & model calibration
Online: 26 October 2021 (13:11:23 CEST)
ARTICLE
|
doi:10.20944/preprints202107.0277.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
Cervical cancer; Pap smear test; whole slide image (WSI); feature pyramid network (FPN); global context aware (GCA); region based convolutional neural networks (R-CNN); Region Proposal Network (RPN).
Online: 12 July 2021 (23:05:34 CEST)
ARTICLE
|
doi:10.20944/preprints202312.0190.v1
Subject:
Engineering,
Architecture, Building And Construction
Keywords:
two-dimensional (2D) orthomosaic; drone video processing; real-time image registration; sequential registration; scale-invariant feature transform (SIFT); fast library for approximate nearest neighbors (FLANN); random sample consensus (RANSAC)
Online: 4 December 2023 (11:14:13 CET)
ARTICLE
|
doi:10.20944/preprints202203.0403.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
behavioral change prediction; learned features; deep feature learning; handcrafted features; bidirectional long-short term memory; autoencoders; temporal convolutional neural network; clinical decision support system; multisensory stimulation therapy; physiological signals.
Online: 31 March 2022 (08:38:58 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0519.v1
Subject:
Engineering,
Bioengineering
Keywords:
Lung cancer classification; dimensionality reduction; feature selection techniques; STFT; Particle Swarm Optimization; Harmonic Search; Non-Linear Regression; Mixture Model; Convolutional Neural Network (CNN) for Lung Cancer; Microarray gene expression dataset
Online: 7 July 2023 (16:30:59 CEST)
DATA DESCRIPTOR
|
doi:10.20944/preprints202312.0561.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
Pinus sylvestris L.; Scots pine; seed spectrometric feature; individual seed; container-growm germination; RGB color space; L*a*b* color space; seed size; individual seed mass; Dickson quality index (DQI); forest landscape restoration (FLR)
Online: 8 December 2023 (05:47:28 CET)