ARTICLE
|
doi:10.20944/preprints202010.0519.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
COVID-19; Machine learning (ML); Grey wolf optimizer (GWO); artificial neural network (ANN); time-series; outbreak prediction
Online: 26 October 2020 (11:57:14 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/preprints202008.0033.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Natural Language Processing; Suspicious Text Detection; Bengali Language Processing; Machine Learning; Text Classification; Feature Extraction; Suspicious Corpora
Online: 2 August 2020 (14:38:13 CEST)
ARTICLE
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
antenna array; ambience monitoring; deep learning; internet of things (IoT); RF energy harvesting; rectenna; time series prediction
Online: 14 July 2020 (03:21:28 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/preprints201911.0113.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
software defined networking; random forest; gain ratio; gru-lstm; anova f-rfe; open flow controller; machine learning
Online: 10 November 2019 (14:27:32 CET)
ARTICLE
|
doi:10.20944/preprints201910.0009.v1
Subject:
Physical Sciences,
Optics And Photonics
Keywords:
multi-task learning; non-linear regression; neural networks; luminescence; luminescence quenching; oxygen sensing; phase fluorimetry; temperature sensing
Online: 2 October 2019 (03:17:07 CEST)
ARTICLE
|
doi:10.20944/preprints201908.0029.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
multiple fault detection; rotating electrical machines; drive systems; multi-label classification; machine learning; fault severity; fault classifiers
Online: 2 August 2019 (10:44:06 CEST)
ARTICLE
|
doi:10.20944/preprints201907.0351.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
evaporation; meteorological parameters; Gaussian process regression; support vector regression; machine learning modeling; hydrology; prediction; data science; hydroinformatics
Online: 31 July 2019 (10:58:29 CEST)
ARTICLE
|
doi:10.20944/preprints201901.0146.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Biochemical oxygen demand (BOD); Cuckoo search algorithm (CSA); Extreme learning machine (ELM); Soft sensor; Wastewater treatment process
Online: 15 January 2019 (09:13:22 CET)
ARTICLE
|
doi:10.20944/preprints201901.0005.v1
Subject:
Social Sciences,
Education
Keywords:
Physical Education; social and emotional learning; Sport Education model; subjective well-being; trait emotional intelligence; social anxiety
Online: 3 January 2019 (09:34:10 CET)
ARTICLE
|
doi:10.20944/preprints201811.0203.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
complex adaptive systems; systems dynamics; dynamical systems; signal processing; reservoir computing; machine learning; Boolean networks; biological modeling
Online: 8 November 2018 (10:40:23 CET)
ARTICLE
|
doi:10.20944/preprints201808.0269.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
social sensing; supervised learning; statistical methods; social networks; twitter; tweets; natural disaster; random forest, kernel density estimation
Online: 15 August 2018 (11:34:43 CEST)
ARTICLE
|
doi:10.20944/preprints201607.0085.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
CNN; Deep Learning; AlexNet; VGGNet; Texture Descriptor; Garment Categories; 13 Garment Trend Identification; Design Classification for Garments.
Online: 27 July 2016 (15:39:53 CEST)
REVIEW
|
doi:10.20944/preprints202405.0601.v1
Subject:
Biology And Life Sciences,
Life Sciences
Keywords:
Data science; Big data; Data mining; Bioinformatics; Chemometric; Medicinal chemistry; Targets; Knowledge discovery; Artificial intelligence, Machine learning, Deep learning; Data integration; Metadata, Database; QSAR; Collaborative drug discovery; Structure-based drug design; Ligand-based drug discovery; Clinical trials; Product development.
Online: 10 May 2024 (10:15:20 CEST)
ARTICLE
|
doi:10.20944/preprints202410.0815.v1
Subject:
Social Sciences,
Other
Keywords:
therapeutic landscape; participatory action research; youth with intellectual disabilities (YwID); garden-based learning; healing gardens; place and health
Online: 10 October 2024 (15:20:50 CEST)
ARTICLE
|
doi:10.20944/preprints202410.0682.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep reinforcement learning (DRL); Long short-term memory Network (LSTM); The cryptocurrency market; Risk management time series forecasting
Online: 9 October 2024 (10:40:18 CEST)
ARTICLE
|
doi:10.20944/preprints202409.1107.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Machine Learning; Land cover classification; Object-based image analysis; Pixel-based image analysis; Random Forest; Support Vector Machine
Online: 14 September 2024 (07:38:55 CEST)
ARTICLE
|
doi:10.20944/preprints202408.0836.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep Learning; LSTM; RNN; EDA; Financial Time Series Prediction; Volatility Estimators; Stock Indices; FX Rates; EUR; USD; Python
Online: 16 August 2024 (09:01:56 CEST)
ARTICLE
|
doi:10.20944/preprints202408.1084.v1
Subject:
Environmental And Earth Sciences,
Water Science And Technology
Keywords:
flood; river streamflow forecasting; long sequence time series forecasting (LSTF); deep learning; transformers; attention mechanism; Informer model
Online: 16 August 2024 (03:36:37 CEST)
ARTICLE
|
doi:10.20944/preprints202408.1050.v1
Subject:
Engineering,
Metallurgy And Metallurgical Engineering
Keywords:
Computer-Vision; Image-Processing; Object-Detection; Instance-Segmentation; YOLO; Artificial Neural Networks (ANNs); Deep Learning; Fluid Flows; Bubbles
Online: 14 August 2024 (11:45:54 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)
REVIEW
|
doi:10.20944/preprints202407.2591.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
operational design domain; ODD monitoring system; ODD exit; road condition estimation; CNN; image processing; Computer vision; Deep learning
Online: 1 August 2024 (05:29:03 CEST)
CASE REPORT
|
doi:10.20944/preprints202407.1971.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Solar Energy; Predictive Modeling; Meteorological Variables; Machine Learning; RandomForestRegressor and XGBoosting; Power BI; Global Horizontal Irradiance; Saudi Arabia
Online: 25 July 2024 (10:19:15 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1625.v1
Subject:
Environmental And Earth Sciences,
Oceanography
Keywords:
machine learning; geosciences; lagrangian simulation; sea surface currents velocities prediction; oceanography; environmental modelling; marine debris simulation; marine conservation
Online: 22 July 2024 (05:52:31 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1294.v1
Subject:
Social Sciences,
Decision Sciences
Keywords:
decision sciences; complex dynamic systems; simulation; GenAI; engineering process innovations; learning analytics; technological transformation; generative artificial intelligence; ChatGPT
Online: 16 July 2024 (08:30:22 CEST)
REVIEW
|
doi:10.20944/preprints202407.0025.v2
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
AI Accelerator; AI Frameworks; Deep Learning; Edge Computing; Low Power Applications; Quantization; PIM or CIM Computing; Neuromorphic Computing
Online: 10 July 2024 (11:58:14 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0828.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
digital recruitment systems; classical machine learning; large language models (LLMs); performance degradation; methodology comparison; recruitment transformation
Online: 10 July 2024 (09:57:41 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0707.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Stress Detection; Deep Learning; Explainable AI; LSTM; Deep Generative Ensemble; Generative Adversarial Network; Physiological Sensor Data; Wearable Sensors
Online: 9 July 2024 (10:11:18 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0392.v1
Subject:
Engineering,
Bioengineering
Keywords:
Adversarial Neural Network Training; Brain-to-Brain Communication; Electroencephalogram; Adversarial Attacks; Neuro-engineering; Security Enhancement; Robustness; Machine Learning
Online: 4 July 2024 (14:29:03 CEST)
ARTICLE
|
doi:10.20944/preprints202406.2069.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep learning models; Financial risk prediction; Generative adversarial networks (GANs); Value at Risk (VaR); Model integration
Online: 29 June 2024 (05:57:56 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1564.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
electricity invoice; information extraction; semi-structured document; machine learning; support vector machine; random forests; decision tree; logistic regression
Online: 24 May 2024 (09:33:54 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0705.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Deep Learning; Remote Sensing; PaddlePaddle; Rooftop; Semantic Segmentation; EISeg; Asymmetric Neural Network; PP-LiteSeg; Deeplab3; Dual Attention Network
Online: 10 April 2024 (12:10:22 CEST)
ARTICLE
|
doi:10.20944/preprints202403.0843.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Quantum Reinforcement Learning; Quantum Neural Networks; Quantum Spiking Neural Network; Quantum Long Short-Term Memory; Brain-inspired models.
Online: 18 March 2024 (10:24:38 CET)
ARTICLE
|
doi:10.20944/preprints202403.0333.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Physically Constrained Neural Networks; connectionist-geostatistical classification; crevasse classification; glacier surging; satellite image classification; machine learning
Online: 6 March 2024 (10:50:40 CET)
ARTICLE
|
doi:10.20944/preprints202402.1522.v1
Subject:
Environmental And Earth Sciences,
Ecology
Keywords:
maritime antarctica; dissolved organic carbon; organic iron; soil mapping; linear regression; deep learning; Sentinel2 images; WordView 2 imagery
Online: 27 February 2024 (13:28:44 CET)
REVIEW
|
doi:10.20944/preprints202402.1493.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
oncology; real-world data; real-world evidence; epidemiology; safety; efficacy; artificial intelligence; machine learning; data quality; lung cancer
Online: 27 February 2024 (08:04:33 CET)
ARTICLE
|
doi:10.20944/preprints202312.1379.v5
Subject:
Medicine And Pharmacology,
Urology And Nephrology
Keywords:
clear cell renal cell carcinoma; renal masses; biopsy; computed tomography; radiomics; machine learning; tumour subregions; tumour heterogeneity; precision medicine
Online: 4 April 2024 (12:58:37 CEST)
ARTICLE
|
doi:10.20944/preprints202401.2212.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Interpretable machine learning; Explainable artificial intelligence; Rule extraction; Rule-based models; Decision lists; Decision trees; Tree ensemble approximators
Online: 1 February 2024 (04:26:42 CET)
ARTICLE
|
doi:10.20944/preprints202401.1924.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Passive Infrared (PIR) Sensors; Smart Buildings; IoT (Internet of Things); Occupancy Information; People Counting; Activity Detection; Machine Learning
Online: 29 January 2024 (04:33:14 CET)
ARTICLE
|
doi:10.20944/preprints202401.1736.v1
Subject:
Biology And Life Sciences,
Immunology And Microbiology
Keywords:
immunogenetics; immunogenic peptides; pathogenic organism; vertebrate host; computational models; protein structure; T-cell receptor; adaptive immunity; deep learning.
Online: 24 January 2024 (11:05:53 CET)
ARTICLE
|
doi:10.20944/preprints202401.1323.v1
Subject:
Social Sciences,
Education
Keywords:
image processing; emotion recognition; secondary school students; academic performance; students' emotions in learning; students well-being; Py-Feat
Online: 18 January 2024 (03:11:33 CET)
ARTICLE
|
doi:10.20944/preprints202401.0875.v1
Subject:
Medicine And Pharmacology,
Cardiac And Cardiovascular Systems
Keywords:
Poor quality sleep; Social Development Index; Nutrients; Machine learning; Features selection; Balancing methods; Mexico City; Tlalpan 2020 cohort
Online: 11 January 2024 (11:23:53 CET)
REVIEW
|
doi:10.20944/preprints202312.1938.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Hybrid Electric Vehicles (HEVs); State of Charge (SOC); MACHINE LEARNING; Support Vector Regression (SVR); Neural Network Regression (NNR)
Online: 26 December 2023 (10:05:23 CET)
ARTICLE
|
doi:10.20944/preprints202310.0720.v2
Subject:
Public Health And Healthcare,
Public Health And Health Services
Keywords:
prediabetes; National DPP; synchronous distance technology; distance learning delivery mode; lifestyle change program; Diabetes Prevention Recognition Program (DPRP)
Online: 4 December 2023 (04:29:50 CET)
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)
COMMUNICATION
|
doi:10.20944/preprints202310.0157.v1
Subject:
Public Health And Healthcare,
Public Health And Health Services
Keywords:
online learning; COVID-19; Twitter; Data Analysis; Natural Language Processing; Sentiment Analysis; Subjectivity Analysis; Toxicity Analysis; Diversity Analysis
Online: 3 October 2023 (12:59:21 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1165.v1
Subject:
Environmental And Earth Sciences,
Water Science And Technology
Keywords:
machine learning; groundwater table; ground water level; sustainable irrigation; drinking water; water-scarcity regions; AI; gradient boosting regression
Online: 18 September 2023 (14:50:59 CEST)
ARTICLE
|
doi:10.20944/preprints202309.0458.v1
Subject:
Business, Economics And Management,
Other
Keywords:
Electronic Commerce (E-commerce); Internet of Things (IoT); Artificial intelligence; Machine Learning; Fuzzy Logic; Industry 4.0; Industry 5.0
Online: 7 September 2023 (11:41:49 CEST)
ARTICLE
|
doi:10.20944/preprints202309.0480.v1
Subject:
Engineering,
Marine Engineering
Keywords:
Flow Control Fin (FCF); Deep Neural Network (DNN); Transfer Learning (TL); containership; viscous resistance coefficients; wake flow distributions
Online: 7 September 2023 (08:36:58 CEST)
ARTICLE
|
doi:10.20944/preprints202309.0497.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Arabic Hate Speech; Natural Language Processing (NLP); Machine Learning; Arabic 18 Hate Speech Detection; Arabic Hate Speech Corpus
Online: 7 September 2023 (07:14:15 CEST)
REVIEW
|
doi:10.20944/preprints202308.1411.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
continuous-variable quantum key distribution; machine learning; phase error estimation; parameter estimation; secure key rate; quantum key distribution
Online: 21 August 2023 (03:12:29 CEST)
ARTICLE
|
doi:10.20944/preprints202308.0121.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Machine Learning; Support Vector Machine; Multilayer Perceptron; Photonic Biosensor; Signal Processing; Tamm Plasmon Polariton; Localized Surface Plasmon Resonance
Online: 2 August 2023 (10:03:16 CEST)
ARTICLE
|
doi:10.20944/preprints202307.1177.v1
Subject:
Medicine And Pharmacology,
Psychiatry And Mental Health
Keywords:
Suicidal Ideation, major depression in adults, natural language written texts, Romanian depression support forum, machine learning text mining,
Online: 18 July 2023 (07:44:06 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0565.v1
Subject:
Physical Sciences,
Optics And Photonics
Keywords:
Photoacoustics; gas spectroscopy; machine learning technique; partial least-squares regression; environmental sensors; methane; ammonia; humidity; optics; MIR lasers
Online: 10 July 2023 (08:46:22 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0942.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
deep learning; partial discharge; convolutional neural network; medium voltage switchgear; air-insulated switchgear; autoencoder; long short-term memory
Online: 13 June 2023 (13:55:13 CEST)
REVIEW
|
doi:10.20944/preprints202305.1882.v1
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
Dairy cows; Automatic Milking System; algorithms; modeling approaches; statistical analyses; Machine Learning; mastitis detection; milk production; cows’ behavior
Online: 26 May 2023 (07:51:40 CEST)
ARTICLE
|
doi:10.20944/preprints202305.1583.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Design; Machine Learning; Expert Systems; Fuzzy Logic; Automatic Rule Generation; Information Fusion; Intelligent System; Decision-making; Wang–Mendel
Online: 23 May 2023 (05:36:00 CEST)
ARTICLE
|
doi:10.20944/preprints202305.1193.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Acoustic Emission Monitoring; Capsule Neural Network; Dilated Convolutional Neural 20 Network; Tiny Machine Learning; Time of Arrival Estimation
Online: 17 May 2023 (05:17:33 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0662.v1
Subject:
Public Health And Healthcare,
Nursing
Keywords:
nursing homes; complex adaptive systems managers; placement learning; care quality; nursing students; nursing associate apprentice; health care assistants
Online: 9 May 2023 (13:18:15 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0194.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
self-adaptive weighted particle swarm optimization algorithm; stacked denoising automatic encoder; kernel extreme learning machine; gearbox; fault diagnosis
Online: 4 May 2023 (05:16:18 CEST)
ARTICLE
|
doi:10.20944/preprints202304.1182.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Non-isolated bi-directional converter (NIBC) 2; V2V charger 3; Deep learning 4; High voltage 5; Low voltage
Online: 28 April 2023 (12:54:21 CEST)
ARTICLE
|
doi:10.20944/preprints202212.0158.v2
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
U-Net; Carbon Storage; Above-Ground Biomass; Remote Sensing; Deep Learning; CNN; Sentinel-2; ESA CCI Biomass Project
Online: 15 February 2023 (01:56:34 CET)
ARTICLE
|
doi:10.20944/preprints202301.0343.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Prostate cancer; Somatic point mutations; Copy number variation; Regulatory variant, Hi-C; Per-sonalized medicine; Biomedical machine learning
Online: 19 January 2023 (02:10:02 CET)
ARTICLE
|
doi:10.20944/preprints202212.0038.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Reconfigurable intelligent surface (RIS); integrated satellite-HAP-terrestrial networks (IS-HAP-TNs); deep reinforcement learning (DRL); optimization performance
Online: 2 December 2022 (02:35:56 CET)
ARTICLE
|
doi:10.20944/preprints202207.0307.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
deep neural network; deep learning controller; nonlinear plant; adaptive inverse control; robust control; autoencoder; computational complexity; sensor control
Online: 20 July 2022 (13:44:39 CEST)
ARTICLE
|
doi:10.20944/preprints202207.0280.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
Hyperspectral Technology; Non-destructive Testing; Soybean; Machine Learning; Support Vector Machine; Extreme Gradient Boosting; Tree-structured Parzen Estimator
Online: 19 July 2022 (07:12:32 CEST)
REVIEW
|
doi:10.20944/preprints202206.0100.v1
Subject:
Computer Science And Mathematics,
Software
Keywords:
CARDIOSIM©; numerical simulator; lumped parameter model; e-learning; mechanical circulatory support; ventilatory; cardiovascular system; heart failure; clinician
Online: 7 June 2022 (09:07:19 CEST)
ARTICLE
|
doi:10.20944/preprints202108.0413.v3
Subject:
Medicine And Pharmacology,
Dentistry And Oral Surgery
Keywords:
Dental Age Measurement; Dental Radiography; Orthopantomogram; Convolutional Neural Network; K-Nearest Neighbour; Health Data Analytics; Biomedical Machine Learning
Online: 12 April 2022 (10:12:48 CEST)
ARTICLE
|
doi:10.20944/preprints202203.0202.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; artificial intelligence; computer vision; cybersecurity; privacy, security; gerontology; social gerontology; internet of medical things; best practices
Online: 15 March 2022 (10:40:36 CET)
ARTICLE
|
doi:10.20944/preprints202202.0310.v1
Subject:
Social Sciences,
Behavior Sciences
Keywords:
Sex-recognition; mate-recognition; sexual orientation; puberty; vomeronasal-organ; VNO; learning sexual behavior; Medial-geniculate-nucleus; MGN; MASH
Online: 24 February 2022 (10:06:07 CET)
ARTICLE
|
doi:10.20944/preprints202202.0101.v2
Subject:
Engineering,
Civil Engineering
Keywords:
artificial intelligence; climate forecast; deep learning; ensemble model; multi-layer perceptron; neural network; regression; soil temperature; stacking method
Online: 17 February 2022 (09:56:27 CET)
ARTICLE
|
doi:10.20944/preprints202112.0143.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
satellite data; machine learning; data calibration; thermal time; growing degree days; Extreme Gradient Boosting; crop yield; crop monitoring
Online: 8 December 2021 (15:42:11 CET)
ARTICLE
|
doi:10.20944/preprints202111.0377.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
deep learning; time series prediction; long short-term memory; recurrent neural network; maximum correlation kurtosis deconvolution; cuckoo search.
Online: 22 November 2021 (10:55:00 CET)
ARTICLE
|
doi:10.20944/preprints202111.0078.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
GRaVN; machine learning; convolutional neural networks; CNN; raman spectroscopy; analogue missions; planetary science; random undersampling; random oversampling; CanMoon
Online: 3 November 2021 (09:24:38 CET)
ARTICLE
|
doi:10.20944/preprints202110.0421.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
Brain morphometry; Magnetic Resonance Imaging; Cognition; Mild cognitive impairment; Feuerstein Instrumental Enrichment; Structural Cognitive Modifiability; Mediated Learning Experience
Online: 27 October 2021 (15:21:13 CEST)
CASE REPORT
|
doi:10.20944/preprints202105.0659.v1
Subject:
Social Sciences,
Cognitive Science
Keywords:
Timing Deficits; Magnocellular Deficits; Remediating Cognitive Skills; Cortical Plasticity; Reading, Attention, Memory, and Executive Control Networks; Perceptual Learning
Online: 27 May 2021 (08:09:31 CEST)
ARTICLE
|
doi:10.20944/preprints202104.0755.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
wheat; leaf rust; powdery mildew; septoria; stem rust; yellow rust; image recognition; deep learning; convolutional neural network; phenotyping
Online: 28 April 2021 (15:35:37 CEST)
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
zoonotic risk; viral emergence; viral ecology; genomics; machine learning; access and benefit sharing; intellectual property law; global health
Online: 7 April 2021 (11:53:59 CEST)
HYPOTHESIS
|
doi:10.20944/preprints202102.0192.v1
Subject:
Social Sciences,
Education
Keywords:
UK higher education; student; COVID-19; pandemic; academic performance; student evaluations; online learning; loss of income; educational disruptions
Online: 8 February 2021 (11:36:40 CET)
ARTICLE
|
doi:10.20944/preprints202012.0800.v1
Subject:
Business, Economics And Management,
Accounting And Taxation
Keywords:
organizational learning; circular economy; small and medium enterprises (SMEs); business model; supply chain; construction; Italy; Barrier and enabler
Online: 31 December 2020 (12:40:30 CET)
ARTICLE
|
doi:10.20944/preprints202009.0377.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
machine learning; prediction; adaptive neuro-fuzzy inference system; adaptive network-based fuzzy inference system; diffuse fraction; multilayer perceptron
Online: 17 September 2020 (05:46:25 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
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Car Detection; Convolutional Neural Networks; Deep Learning; Faster R-CNN; Unmanned Aerial Vehicles; You Only Look Once (Yolo).
Online: 12 March 2020 (08:57:09 CET)
ARTICLE
|
doi:10.20944/preprints202001.0100.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
wind turbine; adaptive neuro-fuzzy inference system (ANFIS); dynamical downscaling; regional climate change model; renewable energy; machine learning
Online: 11 January 2020 (10:15:40 CET)
ARTICLE
|
doi:10.20944/preprints201910.0195.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
car detection; convolutional neural networks; deep learning; you only look once (yolo); faster r-cnn; unmanned aerial vehicles
Online: 17 October 2019 (12:29:29 CEST)
ARTICLE
|
doi:10.20944/preprints201903.0039.v2
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Handwritten digit recognition; Convolutional Neural Network (CNN); Deep learning; MNIST dataset; Epochs; Hidden Layers; Stochastic Gradient Descent; Backpropagation
Online: 20 September 2019 (10:12:26 CEST)
ARTICLE
|
doi:10.20944/preprints201908.0202.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
combine harvester; hybrid machine learning; ANFIS; response surface methodology (RSM); artificial intelligence in agriculture; radial basis function (RBF)
Online: 20 August 2019 (08:03:38 CEST)
REVIEW
|
doi:10.20944/preprints201903.0033.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
augmentative and alternative communication; assistive technologies; sensing modalities; signal processing; voice communication; machine learning; mobile health; speech disability
Online: 4 March 2019 (10:14:44 CET)
ARTICLE
|
doi:10.20944/preprints201710.0133.v3
Subject:
Engineering,
Civil Engineering
Keywords:
multi-step ahead forecasting; neural networks; random forests; stochastic vs machine learning models; support vector machines; time series
Online: 17 January 2019 (15:51:22 CET)
ARTICLE
|
doi:10.20944/preprints201812.0090.v3
Subject:
Engineering,
Control And Systems Engineering
Keywords:
deep convolutional neural networks; multi-class segmentation; global convolutional network; channel attention; transfer learning; ISPRS Vaihingen; Landsat-8
Online: 4 January 2019 (11:47:42 CET)
ARTICLE
|
doi:10.20944/preprints201810.0273.v1
Subject:
Physical Sciences,
Astronomy And Astrophysics
Keywords:
astroparticle physics, cosmic rays, data life cycle management, data curation, meta data, big data, deep learning, open data
Online: 12 October 2018 (14:48:32 CEST)
ARTICLE
|
doi:10.20944/preprints201807.0092.v1
Subject:
Medicine And Pharmacology,
Pharmacology And Toxicology
Keywords:
P-glycoprotein; efflux ratio; in silico; machine learning; hierarchical support vector regression; absorption; distribution; metabolism; excretion; and toxicity
Online: 5 July 2018 (10:37:09 CEST)
ARTICLE
|
doi:10.20944/preprints201804.0286.v1
Subject:
Business, Economics And Management,
Finance
Keywords:
electricity price forecasting; deep learning; gated recurrent units; long short term memory; artificial intelligence, turkish day-ahead market
Online: 23 April 2018 (11:38:27 CEST)
ARTICLE
|
doi:10.20944/preprints201709.0009.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
machine learning; sequential maximum a posteriori; random forest; support vector machines; land use classification; textural information; contextual information
Online: 4 September 2017 (10:43:26 CEST)
ARTICLE
Subject:
Engineering,
Civil Engineering
Keywords:
evolutionary model, gene-expression programming (GEP), prediction, soil compression index, estimation, soil engineering, soil informatics, civil engineering, machine learning, data science, big data, soft computing, deep learning, forecasting, subject classification codes, construction informatics, computational intelligence (CI), artificial intelligence (AI), estimation
Online: 25 March 2019 (10:25:18 CET)
ARTICLE
Subject:
Engineering,
Civil Engineering
Keywords:
Evolutionary model, gene-expression programming (GEP), prediction, soil compression index, estimation, soil engineering, soil informatics, civil engineering, machine learning, data science, big data, soft computing, deep learning, forecasting, subject classification codes, construction informatics, computational intelligence (CI), artificial intelligence (AI), estimation
Online: 25 March 2019 (10:21:45 CET)
ARTICLE
|
doi:10.20944/preprints202410.2066.v1
Subject:
Artificial Intelligence And Machine Learning,
Computer Science And Mathematics
Keywords:
Convolutional Neural Networks (CNNs); Evolutionary Converging Functions (ECF); image segmentation; decision tree; computer vision; object detection; high learning rates
Online: 25 October 2024 (16:17:01 CEST)