ARTICLE
|
doi:10.20944/preprints202310.0592.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
automatic sleep-staging; machine learning; CNN; wearables; Polar; hear-rate varaiblity; Inter-beat intervals
Online: 10 October 2023 (08:41:25 CEST)
ARTICLE
|
doi:10.20944/preprints202310.0286.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Text document clustering; K-means; TF-IDF; NLP; Text vectorization; machine learning; movie reviews
Online: 5 October 2023 (11:57:13 CEST)
REVIEW
|
doi:10.20944/preprints202310.0107.v1
Subject:
Engineering,
Bioengineering
Keywords:
Artificial neural network; Deep learning; Hybrid model; Hybrid neural network; Bioprocess; Digitalization; Industry 4.0
Online: 4 October 2023 (06:52:01 CEST)
ARTICLE
|
doi:10.20944/preprints202310.0016.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine learning; COVID-19; Working from home; Employees’ collaboration; Employees’ happiness; Employees’ promotion chances
Online: 1 October 2023 (09:48:40 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1930.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
sensing solution; thermal sensor; Radar sensor; sensor fusion; data mining; in-home; machine learning
Online: 28 September 2023 (10:06:06 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1565.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
photovoltaic power forecasting; deterministic forecasting; probability interval forecasting; ensemble learning; feature rise-dimensional method
Online: 22 September 2023 (11:37:45 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1272.v1
Subject:
Medicine And Pharmacology,
Clinical Medicine
Keywords:
Machine learning; Artificial inteligence; ChatGPT; GPT 3.5; GPT-4; Medical education; quality of care
Online: 19 September 2023 (08:34:31 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1076.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
deep learning; Ensemble Forecast; GEFSv12; extended range time scale; Hybrid Postprocessing; maximum temperature; Taiwan
Online: 18 September 2023 (05:48:44 CEST)
Subject:
Social Sciences,
Education
Keywords:
Artificial intelligence; Education 6.0; Personalized learning; Adaptive pedagogy; Intelligent tutoring systems; Ethical considerations; chatbot
Online: 8 September 2023 (13:29:02 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1858.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Deep Learning, ELECTRA; Ion binding site prediction; Transformer; Natural Language Processing; Sequence-based prediction
Online: 29 August 2023 (02:50:38 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1240.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
Attention Mechanism; Stock Forecasting; Deep Learning; Technical Analysis Method; Lightweight Automated Stock Trading System
Online: 17 August 2023 (09:04:02 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1076.v1
Subject:
Public Health And Healthcare,
Public Health And Health Services
Keywords:
minimum foot clearance (MFC); tripping prevention; falls prevention; machine learning; gait prediction; gait biomechanics
Online: 15 August 2023 (08:46:30 CEST)
ARTICLE
|
doi:10.20944/preprints202308.0683.v1
Subject:
Public Health And Healthcare,
Public Health And Health Services
Keywords:
heart disease; arrhythmia detection; ECG; convolutional neural network; deep learning; convolutional blocks; identity blocks
Online: 9 August 2023 (07:28:33 CEST)
CASE REPORT
|
doi:10.20944/preprints202308.0535.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine Learning; Time-Series Forecasting; Demand Forecasting; PM Gati-Shakti; Ministry of Power; Delhi
Online: 7 August 2023 (10:45:42 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0529.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; accuracy; complexity; entropy; landslide susceptibility mapping; dimensionality reduction; Principal Component Analysis (PCA)
Online: 10 July 2023 (11:11:27 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0406.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
brain computer interfaces; electroencephalography; motor imagery; regularizer; centered kernel alignment; functional connectivity; deep learning
Online: 6 July 2023 (08:53:44 CEST)
ARTICLE
|
doi:10.20944/preprints202306.2205.v1
Subject:
Engineering,
Architecture, Building And Construction
Keywords:
Internet of Things (IoT); Indoor Air Quality (IAQ); Energy efficiency; Smart buildings; Learning factory
Online: 30 June 2023 (14:35:52 CEST)
ARTICLE
|
doi:10.20944/preprints202306.2255.v1
Subject:
Engineering,
Architecture, Building And Construction
Keywords:
Building information modelling; machine learning; infrastructure; 3D laser scanning; semantic segmentation; support vector machine.
Online: 30 June 2023 (12:47:42 CEST)
REVIEW
|
doi:10.20944/preprints202306.2249.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Indoor localization; Wireless signal techniques; Computer vision techniques; Deep and transfer learning; Hybrid techniques
Online: 30 June 2023 (12:00:46 CEST)
ARTICLE
|
doi:10.20944/preprints202306.2097.v1
Subject:
Engineering,
Mining And Mineral Processing
Keywords:
rotary drilling, rock classification, vibration signal, cluster dendrogram, machine learning, the decision tree classifier
Online: 29 June 2023 (11:07:47 CEST)
ARTICLE
|
doi:10.20944/preprints202306.2050.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
Serial dual-channel detection; Faster RCNN; Transfer learning; Object classification; End to end system
Online: 28 June 2023 (15:29:49 CEST)
ARTICLE
|
doi:10.20944/preprints202306.1619.v1
Subject:
Engineering,
Other
Keywords:
Machine learning; SVM; ANN; Fracture porosity prediction; Anisotropy; Well logging; Shear waves; Image logs.
Online: 22 June 2023 (12:15:56 CEST)
ARTICLE
|
doi:10.20944/preprints202306.1482.v1
Subject:
Public Health And Healthcare,
Other
Keywords:
Lipidol ultrafluid; Methylene blue; Iohexol; Lymphography; Supervised machine learning; Gray level Co-occurrence matrix
Online: 21 June 2023 (07:21:15 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0285.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Artificial Intelligence; Sustainable development; Deep Learning; Mineral Deposit Prediction; Multi-scale Features; Attention Mechanism
Online: 5 June 2023 (09:05:21 CEST)
REVIEW
|
doi:10.20944/preprints202306.0042.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; artificial intelligence; bioinformatics; cancer biology; neural networks; sym-metry; group theory; algorithms
Online: 1 June 2023 (07:12:16 CEST)
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/preprints202305.0908.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep Learning; Topic Discovery; Latent Dirichlet Allocation; Latent Semantic Analysis; Probabilistic Latent Semantic Analysis
Online: 12 May 2023 (08:52:57 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0857.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
Optical Character Recognition; Sticker Pattern; Deep Learning; Object Detection; YOLO; Manufacture Automation; Paddle OCR
Online: 11 May 2023 (13:33:45 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0701.v1
Subject:
Engineering,
Civil Engineering
Keywords:
vision-based system; deep learning; image processing; road surface damage; expansion joint, concrete pavement
Online: 10 May 2023 (07:58:06 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0670.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Infrared Thermal Segmentation; Regional Neuraxial Analgesia; Deep Learning; Random Fourier Features; Class Activation Maps
Online: 9 May 2023 (14:52:00 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0529.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
Dataspace; data sharing; drones; B5G; security; IoT; Federated learning; Blockchain; Industry 4.0; Industry 5.0
Online: 8 May 2023 (10:57:43 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0510.v1
Subject:
Social Sciences,
Education
Keywords:
COVID-19; Post-Pandemic; Higher Education; Online Learning; Global Citizenship; Hiroshima; Japan; Students’ Perception
Online: 8 May 2023 (10:20:14 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0285.v1
Subject:
Biology And Life Sciences,
Virology
Keywords:
SARS-CoV-2; Epidemiology; Wastewater-based Epidemiology; Phylogenetic Analysis; Machine Learning Approach; Molecular virology
Online: 5 May 2023 (03:31:35 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/preprints202304.0370.v1
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
artificial intelligence; three-channel attention mechanism; Tomato Leaf Disease; convolution neural network; deep learning
Online: 14 April 2023 (10:58:14 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0222.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Global models; Deep learning; Data partitioning; Time series features; Model complexity; Intermittent demand; Retail
Online: 11 April 2023 (10:41:55 CEST)
ARTICLE
|
doi:10.20944/preprints202206.0414.v2
Subject:
Computer Science And Mathematics,
Computational Mathematics
Keywords:
Elasticity; Machine learning; Minimum potential energy; Partial differential equations (PDEs); Physics-informed neural network
Online: 3 April 2023 (03:29:13 CEST)
ARTICLE
|
doi:10.20944/preprints202303.0335.v1
Subject:
Medicine And Pharmacology,
Internal Medicine
Keywords:
NLP; NLU; Twitter; Sentiment Analysis; Opinion Mining; Nigeria; Election; Machine Learning; BERT; LSTM; SVM
Online: 20 March 2023 (02:52:52 CET)
ARTICLE
|
doi:10.20944/preprints202302.0300.v1
Subject:
Chemistry And Materials Science,
Physical Chemistry
Keywords:
microplastics; adsorption capacity; machine learning; random forest; support vector machine; artificial neural network; prediction
Online: 17 February 2023 (06:56:42 CET)
ARTICLE
|
doi:10.20944/preprints202301.0381.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Cartosat-1; CartoDEM; Digital Elevation Model; DEM interpolation; DEM simulation; Machine Learning; ICESat-2
Online: 23 January 2023 (01:26:40 CET)
ARTICLE
|
doi:10.20944/preprints202301.0156.v1
Subject:
Computer Science And Mathematics,
Other
Keywords:
Online Learning; Emotion Classification; AMIGOS dataset; Wearable-EEG (Muse and Neurosity Crown); Psychopy Experiments
Online: 9 January 2023 (09:09:08 CET)
REVIEW
|
doi:10.20944/preprints202212.0564.v1
Subject:
Biology And Life Sciences,
Biology And Biotechnology
Keywords:
Physiologically Based Pharmacokinetic Model (PBPK); Drugs; environmental chemicals; Adverse outcome pathway (AOP); machine learning
Online: 30 December 2022 (01:30:07 CET)
ARTICLE
|
doi:10.20944/preprints202211.0037.v1
Subject:
Social Sciences,
Language And Linguistics
Keywords:
non-native speech learning; talker variability; phonetically-irrelevant variability; long-term retention; cognitive abilities
Online: 2 November 2022 (03:05:23 CET)
REVIEW
|
doi:10.20944/preprints202210.0483.v1
Subject:
Medicine And Pharmacology,
Urology And Nephrology
Keywords:
Clear cell carcinoma, molecular pathology, biomarkers, gene and protein signatures, machine learning, treatment decision.
Online: 31 October 2022 (10:21:51 CET)
ARTICLE
|
doi:10.20944/preprints202210.0238.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
NLP; NLU; Twitter; Sentiment Analysis; Opinion Mining; Nigeria; Election; Machine Learning; BERT; LSTM; SVM
Online: 17 October 2022 (12:01:42 CEST)
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/preprints202209.0460.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine Learning; Convolutional Neural Networks; Computational Fluid Dynamics; Optical flow method; Blood velocity; Agiography
Online: 29 September 2022 (08:45:13 CEST)
ARTICLE
|
doi:10.20944/preprints202209.0387.v1
Subject:
Engineering,
Marine Engineering
Keywords:
maritime autonomy; autonomous ship; safety; digital twin; deep reinforcement learning; collision avoidance; situational awareness
Online: 26 September 2022 (08:55:58 CEST)
ARTICLE
|
doi:10.20944/preprints202207.0290.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
forecast; Earth Observation; time series; Snow Line Elevation; Alps; mountains; environmental modeling; machine learning
Online: 19 July 2022 (14:20:12 CEST)
ARTICLE
|
doi:10.20944/preprints202207.0285.v1
Subject:
Biology And Life Sciences,
Forestry
Keywords:
Uneven-aged forest management; Forest growth modelling; Machine learning; Diameter distribution; Silvicultural decision support
Online: 19 July 2022 (10:03:36 CEST)
ARTICLE
|
doi:10.20944/preprints202206.0315.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Transformer; mammogram; multi-view; self-attention; computer-aided diagnosis; breast cancer; classification; deep learning
Online: 22 June 2022 (10:11:58 CEST)
ARTICLE
|
doi:10.20944/preprints202205.0302.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
skin cancer; melanoma; computer-aided diagnostics; image classification; CoAtNet; convolutional neural networks; deep learning
Online: 23 May 2022 (10:55:45 CEST)
ARTICLE
|
doi:10.20944/preprints202112.0428.v2
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
ALOS-3; Land Cover; Vegetation; Machine learning; Classification; Mapping; Ge-nus-Physiognomy-Ecosystem level
Online: 13 May 2022 (14:45:48 CEST)
ARTICLE
|
doi:10.20944/preprints202205.0034.v1
Subject:
Chemistry And Materials Science,
Analytical Chemistry
Keywords:
Natural cork stoppers; Corky off-flavors; Electronic nose; Machine learning algorithms; Artificial neural networks
Online: 5 May 2022 (10:45:17 CEST)
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/preprints202112.0012.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
UAV; VTOL; Object Tracking; Deep Learning; Sensor fusion; Kalman Filter; Autonomous Landing; Optimal Trajectory
Online: 1 December 2021 (11:58:13 CET)
ARTICLE
|
doi:10.20944/preprints202110.0371.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
non-destructive testing; weld seam contour; microfocus computed tomography; laser beam welding; Deep Learning
Online: 25 October 2021 (15:54:02 CEST)
REVIEW
|
doi:10.20944/preprints202110.0135.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
convolutional neural networks (CNNs); deep learning; computer-aided diagnosis; colorectal polyps; colorectal cancer; colonoscopy
Online: 8 October 2021 (10:50:53 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0111.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
iEEG; non-stationarity; lead seizure; seizure prediction; support vector machines; unbalanced classification; group learning
Online: 7 October 2021 (08:21:21 CEST)
ARTICLE
|
doi:10.20944/preprints202108.0469.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
U-shape network; fully convolutional networks; deep learning; macula fovea; ultra-widefield Fundus images
Online: 7 September 2021 (11:51:17 CEST)
ARTICLE
|
doi:10.20944/preprints202108.0062.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
Fatigue; cognitive; physical; executive decision making; psychophysiology; artificial intelligence; deep learning; multi-day missions
Online: 2 August 2021 (22:55:32 CEST)
ARTICLE
|
doi:10.20944/preprints202107.0537.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
engineering education; Forth Industrial Revolution; 4IR; skills gap; future of work; e-learning; didactics
Online: 23 July 2021 (10:50:42 CEST)
CONCEPT PAPER
|
doi:10.20944/preprints202106.0509.v2
Subject:
Computer Science And Mathematics,
Signal Processing
Keywords:
EEG; Emotional States; Working Memory; Depression; Anxiety; Graph Theory; Classification; Machine Learning; Neural Networks.
Online: 6 July 2021 (12:42:59 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
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep Learning; Reducing Training Annotations per Image; Object Detection; Object Counting; Asymmetric Loss Function
Online: 15 January 2021 (15:44:51 CET)
ARTICLE
|
doi:10.20944/preprints202012.0487.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Fused deposition modeling; toughness; part thickness; machine learning; artificial neural network; response surface method
Online: 21 December 2020 (10:10:14 CET)
ARTICLE
|
doi:10.20944/preprints202012.0460.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
Primary distribution systems; Transfer learning; YoloV4; Porcelain Insulator detection; UAVs; BRISQUE; LIME; LapSRN; YoloV5
Online: 18 December 2020 (11:54:42 CET)
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/preprints202011.0024.v1
Subject:
Biology And Life Sciences,
Immunology And Microbiology
Keywords:
Bacteriophage, tailed phages; icosahedral capsids; capsid modeling; statistical learning; isolated genomes; metagenome-assembled genomes.
Online: 2 November 2020 (11:05:49 CET)
ARTICLE
|
doi:10.20944/preprints202011.0009.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Computer Vision; Machine Learning; Colourimetric Test; Pre-trained Model; Point-of-Care System; Diagnosis
Online: 2 November 2020 (09:56:04 CET)
TECHNICAL NOTE
|
doi:10.20944/preprints202009.0678.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
multi-frame super resolution; wide activation super resolution; 3D convolutional neural network; deep learning
Online: 27 September 2020 (11:54:56 CEST)
ARTICLE
|
doi:10.20944/preprints202009.0524.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
COVID-19; chest X-ray images; deep convolutional neural network; COV-MCNet; deep learning
Online: 23 September 2020 (03:31:30 CEST)
ARTICLE
|
doi:10.20944/preprints202009.0443.v1
Subject:
Social Sciences,
Cognitive Science
Keywords:
learning disorders; working memory; school-age children; EEG power spectral density; source localization; sLORETA
Online: 18 September 2020 (18:54:54 CEST)
ARTICLE
|
doi:10.20944/preprints202009.0080.v1
Subject:
Environmental And Earth Sciences,
Geophysics And Geology
Keywords:
earthquake; source observations; body wave modeling; seismicity; ionian sea; gnss; machine learning; neural network
Online: 4 September 2020 (04:08:49 CEST)
ARTICLE
|
doi:10.20944/preprints202007.0646.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Machine Learning; Natural Language Processing; Text Mining; Semantic Analysis; Scraping; Google Play Store; Rating
Online: 26 July 2020 (17:11:09 CEST)
ARTICLE
|
doi:10.20944/preprints202005.0511.v1
Subject:
Chemistry And Materials Science,
Applied Chemistry
Keywords:
quantum cascade laser; remote detection; partial least squares; high explosives; artificial intelligence; machine learning
Online: 31 May 2020 (20:57:47 CEST)
ARTICLE
|
doi:10.20944/preprints202005.0386.v1
Subject:
Public Health And Healthcare,
Public Health And Health Services
Keywords:
remaining useful life; c-mapss; extreme learning machine; prognostic and health management; neural networks
Online: 24 May 2020 (16:24:08 CEST)
ARTICLE
|
doi:10.20944/preprints202004.0302.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
active learning; poplar plantations; spatial transfer; sentinel-2; large scale; image classification; random forest
Online: 17 April 2020 (15:05:54 CEST)
ARTICLE
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
automated visual inspection; convolutional neural network; deep learning; pattern classification; semiconductor inspection; wafer map
Online: 7 April 2020 (11:30:38 CEST)
ARTICLE
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
Hybrid machine learning; artificial neural networks; imperialist competitive algorithm; gray wolf optimization; crop yield
Online: 24 February 2020 (14:00:43 CET)
ARTICLE
|
doi:10.20944/preprints202002.0334.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
deep learning; drone imagery; hyperspectral image classification; tree species classification; 3D convolutional neural networks
Online: 24 February 2020 (01:13:13 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
Subject:
Social Sciences,
Behavior Sciences
Keywords:
emotion recognition; EEG signal decoding; brain anticipatory activity; machine learning; emotion related brain activity
Online: 31 December 2019 (10:05:27 CET)
ARTICLE
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
trajectory data analytics; air traffic flows; anomaly detection; air traffic management; machine learning; autoencoders
Online: 21 December 2019 (12:23:31 CET)
REVIEW
|
doi:10.20944/preprints201912.0149.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
damage detection; machine learning; principal component analysis; composites; micromechanics of damage; continuum damage mechanics
Online: 11 December 2019 (04:50:48 CET)
REVIEW
|
doi:10.20944/preprints201912.0065.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
augmented reality; mixed reality; learning applications; SLR; AR evaluation; research methods; AR in education
Online: 5 December 2019 (08:54:35 CET)
TECHNICAL NOTE
|
doi:10.20944/preprints201911.0073.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
deep behavioral covariates; clinical informatics; predictive modeling; electronic medical records; machine-learning; data-mining
Online: 7 November 2019 (09:25:04 CET)
ARTICLE
|
doi:10.20944/preprints201910.0212.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
online learning; machine prognostics; sensor systems; signal processing; damage propagation; predictive maintenance; intelligent sensing
Online: 18 October 2019 (11:29:49 CEST)
ARTICLE
|
doi:10.20944/preprints201908.0080.v1
Subject:
Computer Science And Mathematics,
Mathematics
Keywords:
energy-environmental evaluation; cleaner production; descriptive index; technical learning curve; rebound effect; life cycle
Online: 6 August 2019 (12:57:09 CEST)
ARTICLE
|
doi:10.20944/preprints201901.0311.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
optical networks; jamming attacks; machine learning; detection and prevention; routing and spectrum assignment; security
Online: 18 June 2019 (07:26:54 CEST)
ARTICLE
Subject:
Biology And Life Sciences,
Neuroscience And Neurology
Keywords:
basal ganglia; dopamine; subthalamic nucleus; Parkinson's disease; brain learning; cholinergic interneurons; deep brain stimulation
Online: 31 May 2019 (11:24:42 CEST)
ARTICLE
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doi:10.20944/preprints201901.0281.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Wind Energy; Wind Turbine; Drone Inspection; Damage Detection; Deep Learning; Convolutional Neural Network (CNN)
Online: 28 January 2019 (15:50:04 CET)
ARTICLE
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doi:10.20944/preprints201812.0067.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
built-up area; classification; Landsat 8- OLI; feature engineering; feature learning; CNN; accuracy evaluation
Online: 5 December 2018 (12:06:34 CET)
ARTICLE
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doi:10.20944/preprints201810.0239.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
deep learning; recurrent neural networks; mobile positioning method; fingerprinting positioning method; received signal strength
Online: 11 October 2018 (13:31:28 CEST)
ARTICLE
|
doi:10.20944/preprints201809.0088.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
weeds detection; deep learning; unmanned aerial vehicle; image processing; precision agriculture; crop lines detection
Online: 5 September 2018 (06:13:06 CEST)
ARTICLE
|
doi:10.20944/preprints201808.0430.v1
Subject:
Computer Science And Mathematics,
Robotics
Keywords:
Humanoid robot; whole-body imitation; social learning; motion mapping; teleoperation for tasks; similarity evaluation
Online: 24 August 2018 (09:59:54 CEST)
ARTICLE
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doi:10.20944/preprints201808.0066.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Crop classification; SAR; Optical; time series; Sentinel-1; Sentinel-2; random forest; machine learning
Online: 3 August 2018 (12:01:50 CEST)
ARTICLE
|
doi:10.20944/preprints201807.0119.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Convolutional Neural Network,Single Shot Detector, Regional Convolutional Neural Network, Machine Learning, Visualization-Localization
Online: 6 July 2018 (14:38:52 CEST)
ARTICLE
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doi:10.20944/preprints201801.0097.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
deep learning; automatic modulation classification; classifier fusion; convolutional neural network; long short-term memory
Online: 11 January 2018 (04:47:00 CET)
ARTICLE
|
doi:10.20944/preprints201712.0157.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Coregistration; pansharpening; multi-sensor fusion; multitemporal images; deep learning; normalized difference vegetation index (NDVI)
Online: 21 December 2017 (17:10:23 CET)