ARTICLE
|
doi:10.20944/preprints202409.1698.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
iris recognition; bald eagle search algorithm; fast gradient filters; PCA; FKNN; fuzzy inference system (FIS); TSR; sensitivity; classification; Robot control
Online: 24 September 2024 (03:51:26 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0104.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Pneumonia detection, chest X-ray, deep learning,CheXnet, neural networks, medical imaging, image
classification,convolution.
classification,convolution.
Online: 1 July 2024 (13:14:54 CEST)
ARTICLE
|
doi:10.20944/preprints202312.1933.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; patient reviews; neural networks; online reviews; review classification; text reviews; quality of medical services; GRU architecture; LSTM; CNN
Online: 26 December 2023 (05:31:46 CET)
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/preprints202011.0056.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
COVID-19; Deep Learning; Natural Language Processing; Topic Modelling; Text Classification; Latent Dirichlet allocation (LDA); Non-negative matrix factorization (NMF)
Online: 2 November 2020 (15:24:20 CET)
ARTICLE
|
doi:10.20944/preprints202010.0436.v1
Subject:
Computer Science And Mathematics,
Mathematical And Computational Biology
Keywords:
Naïve Bayes Classification; Eulers Strength Formula; Cricket Prediction; Supervised Learning; KNIME Tool; Cricket prediction; sports analytics; multivariate regression; neural network
Online: 21 October 2020 (12:34:00 CEST)
ARTICLE
|
doi:10.20944/preprints202008.0241.v1
Subject:
Computer Science And Mathematics,
Data Structures, Algorithms And Complexity
Keywords:
gene expression profiles; lung cancer; clustering; classification; binary classifiers; SOTA clustering algorithm; clustering quality criteria; ROC analysis; fuzzy inference system
Online: 10 August 2020 (08:01:10 CEST)
ARTICLE
|
doi:10.20944/preprints201810.0338.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
text classification; topic modelling; latent semantic analysis; latent dirichlet allocation; hierarchical sentiment dictionary; contextually-oriented hierarchical corpus; text tonality; evaluation
Online: 16 October 2018 (07:55:35 CEST)
REVIEW
|
doi:10.20944/preprints201611.0120.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
pNENs; 2010 WHO classification; Ki-67 index; mitotic count; pNEC; tumor differentiation; whole-exome sequence data; everolimus; sunitinib; platinum regimen
Online: 24 November 2016 (10:59:33 CET)
ARTICLE
|
doi:10.20944/preprints202306.0145.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
PET; recycling; lux meter; classification; ANOVA; machine learning; automation; illuminance; municipal solid waste
Online: 2 June 2023 (07:12:08 CEST)
REVIEW
|
doi:10.20944/preprints202407.1231.v1
Subject:
Biology And Life Sciences,
Other
Keywords:
AML Classification; MLL-AF9 Fusion; Hematopoietic Stem Cells; Epithelial-Mesenchymal Transition (EMT); Genetic Aberrations in AML; Therapy-Resistant AML; Extramedullary Engraftment
Online: 15 July 2024 (16:25:10 CEST)
REVIEW
|
doi:10.20944/preprints202406.0128.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
forecasting; solar; energy; irradiance; photovoltaic; state of the art; systematic literature review (SLR); meta-review; overviews of review; bibliometric; classification; method
Online: 4 June 2024 (08:22:31 CEST)
ARTICLE
|
doi:10.20944/preprints202312.1877.v1
Subject:
Public Health And Healthcare,
Public Health And Health Services
Keywords:
COVID‐19 vaccination; healthcare providers; Nurses’ Health Study; vaccine hesitancy; Health Belief Model; artificial intelligence; natural language processing; text classification
Online: 25 December 2023 (13:04:21 CET)
ARTICLE
|
doi:10.20944/preprints202309.1971.v1
Subject:
Engineering,
Other
Keywords:
Mycoplasma synoviae; pathogen detection; optical measurements; spectral measurements; optical spectroscopy; machine learning; artificial intelligence AI; origin classification; food safety; food monitoring
Online: 28 September 2023 (10:00:45 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0883.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Artificial intelligence (AI); classification; cognitive; detection; multibeam multifunction phased array radar (MMPAR); reinforcement learning (RL); swarm; tracking; unmanned aerial vehicles (UAVs)
Online: 13 June 2023 (07:31:23 CEST)
ARTICLE
|
doi:10.20944/preprints202111.0202.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
solar energy; solar radiation prediction; hybrid machine learning; feature selection; feature extraction; classification algorithms; regression analysis; weather research and forecasting (WRF)
Online: 10 November 2021 (10:48:15 CET)
ARTICLE
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Habitat grasslands monitoring; Brachypodium genuense; vegetation dynamics; Campo Imperatore plateau; Sentinel-2; Machine learning; Multispectral classification; Topographic niche models; Natura 2000.
Online: 25 February 2021 (10:06:59 CET)
ARTICLE
|
doi:10.20944/preprints201910.0124.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
intrinsically disordered protein; IDP; protein-protein interaction; mutual synergistic folding; coupled folding and binding; structural analysis; structure-based classification; fold recognition
Online: 11 October 2019 (04:00:32 CEST)
ARTICLE
|
doi:10.20944/preprints201901.0050.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
mapping cocoa agroforests; Congo Basin rainforest; sentinel-1; SAR; GLCM textures; grey level quantization; random forest algorithm; machine learning; classification uncertainty
Online: 7 January 2019 (09:56:10 CET)
ARTICLE
|
doi:10.20944/preprints202409.1118.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
cervical cancer; cancer; artificial intelligence; sampling methods; unbalanced datasets; 34 classification methods; prediction methods; K-Nearest Neighbours; Logistic Regression; Random 35 Forest
Online: 14 September 2024 (08:33:58 CEST)
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/preprints202402.0754.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Automatic speech recognition, Convolutional Neural Network, Connectionist Temporal Classification, End-to-End, Neural network, Noisy, Recurrent Neural Network, Subspace filtering, Spectral Subtraction
Online: 13 February 2024 (14:26:24 CET)
ARTICLE
|
doi:10.20944/preprints202310.1665.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Unmanned Aerial Systems (UAS); Urea Deep Placement (UDP); Linear Regression; Plot Scale; Field Scale; Crop Health; NDVI; OSAVI; Jenks Natural Breaks Classification
Online: 26 October 2023 (04:58:59 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0833.v3
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
quantum machine learning; Variational Quantum Circuit; Quantum Kernel Estimator; Qiskit; Ridge; Lasso; XGBoost; LightGBM; CatBoost; classification; quantum computing; boost classifiers; neural networks
Online: 9 June 2023 (13:27:01 CEST)
DATA DESCRIPTOR
|
doi:10.20944/preprints202304.0557.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
wheat grain; sunn pest; wheat species; seed quality; eurygaster; wheat species classification; sunn pest detection; wheat grain segmentation; deep learning; machine learning
Online: 19 April 2023 (07:20:56 CEST)
ARTICLE
|
doi:10.20944/preprints202407.2002.v1
Subject:
Medicine And Pharmacology,
Cardiac And Cardiovascular Systems
Keywords:
Logistic Regression Model; Post-operative Mortality; Emergency Cardiac Surgeries; Predictive Accuracy; Clinical Decision-Making; ASA Classification; Elixhauser Comorbidity Index; Preoperative Factors; AUROC (Area Under the Receiver Operating Characteristic Curve); AUPRC (Area Under the Precision-Recall Curve); Model Performance Metrics; Preoperative Prothrombin Time; Traditional Risk Assessment Tools; Tertiary Hospital Data; Patient Outcomes
Online: 25 July 2024 (09:39:22 CEST)
ARTICLE
|
doi:10.20944/preprints202310.1418.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Half-cell potential; Electrical resistivity; Impact echo; Numerical simulation; Machine learning; Multi-NDE; Corrosion; Bridge deck; concrete; Random Forest; classification algorithm; regression algorithm
Online: 23 October 2023 (08:59:09 CEST)
ARTICLE
|
doi:10.20944/preprints201908.0320.v2
Subject:
Computer Science And Mathematics,
Signal Processing
Keywords:
Electrocardiography Analysis; Persistence Landscape; Signal Analysis; Machine Learning; Topological Data Analysis; Topological Signal Signature; Classification; Time Series Analysis; Biomedical Signal Analysis; Persistence Homology
Online: 2 August 2023 (10:33:09 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0959.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
machine learning; mechanical damage detection; pipelines; physics-informed datasets; simulations; welding detection; CNN structure optimization; sensing system; data classification performance and noise robustness
Online: 26 April 2023 (04:59:54 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/preprints202410.0663.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Quantum-Inspired Embeddings; Semi-Supervised Learning; Data Scarcity; Medical Diagnosis; Natural Language Processing; Financial Forecasting; High-Dimensional Data; Superposition; Entanglement; Model Robustness; Classification Accuracy; Knowledge Transfer; Graph-Based Approach; Experimental Evaluation; Predictive Accuracy; Probabilistic Representation; Data Representation; Quantum Principles; Machine Learning; Overfitting; Generalization
Online: 9 October 2024 (08:38:32 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1467.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Remote sensing; Geographical information system; Vegetation index; LULC classification; Agricultural mechanization; Strategic planning; Resources management; Artificial intelligence algorithms; Crop phenology, Satellite data; Precision agriculture
Online: 18 July 2024 (11:28:24 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0606.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Forest species classification; Sentinel-1; Sentinel-2; seasonal imagery; phenology; spatial block cross-validation; Random Forests; Southern Rockies; landscape patch dynamics; Google Earth Engine
Online: 9 April 2024 (08:49:48 CEST)
ARTICLE
|
doi:10.20944/preprints202311.0448.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
onset of the rainy season; offset of the rainy season; length of the rainy season; Kohonen 20 algorithm; hierarchical ascendant classification; Senegal; West Africa
Online: 8 November 2023 (01:30:02 CET)
ARTICLE
|
doi:10.20944/preprints202212.0127.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
ecotoxicology; post-coagulation sludge; phytotoxicity; inhibition test; germination inhibition test; particle size distribution; pressure sand filter; circular economy; toxicity classification; gravitational properties of sludge
Online: 7 December 2022 (10:22:15 CET)
ARTICLE
|
doi:10.20944/preprints202012.0546.v1
Subject:
Business, Economics And Management,
Accounting And Taxation
Keywords:
classification and regression trees; CART algorithm; design thinking; web-based prototype; engagement; ICT technologies; households; water demand management (WDM); machine learning; water consumption range
Online: 22 December 2020 (09:42:57 CET)
REVIEW
|
doi:10.20944/preprints201902.0090.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
BRCA1; variants of uncertain clinical significance; VUS; germline variants; hereditary breast and ovarian cancer; breast cancer; genetic testing, ovarian cancer; variant classification; clinical annotation
Online: 11 February 2019 (16:12:03 CET)
ARTICLE
|
doi:10.20944/preprints202409.1246.v1
Subject:
Public Health And Healthcare,
Physical Therapy, Sports Therapy And Rehabilitation
Keywords:
Low back pain; oxygen-ozone therapy; Porcine collagen type 1; porcine collagen injection; Low back pain clinical management; combination therapy; Numerical Classification Scale; Roland Morris Questionnaire
Online: 16 September 2024 (14:07:17 CEST)
ARTICLE
|
doi:10.20944/preprints202311.1617.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Chromatin immunoprecipitation followed by sequencing; transcription factors binding sites prediction; cooperative binding of transcription factors; motifs conservation; classification of transcription factors; direct binding of transcription factors
Online: 27 November 2023 (07:26:54 CET)
ARTICLE
|
doi:10.20944/preprints202409.1042.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
1D CNN; Squeeze-and-Excitation networks; RCN; lightweight model; lung and colon cancer detection; lung cancer detection; colon cancer detection; cancer detection; histopathological images; image classification; deep learning
Online: 13 September 2024 (11:07:43 CEST)
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/preprints202403.1678.v1
Subject:
Medicine And Pharmacology,
Obstetrics And Gynaecology
Keywords:
Endometriosis Severity Prediction; Numerical Multi-Scoring System of Endometriosis (NMS-E); Preoperative Diagnostic Method; deep endometriosis; Transvaginal Ultrasound; pelvic examination; Surgical Duration Estimation; laparoscopic surgery for endometriosis; r-ASRM classification.
Online: 27 March 2024 (11:59:51 CET)
ARTICLE
|
doi:10.20944/preprints202310.1753.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Convolutional Neural Net (CNN); Vision Transformer (ViT); ImageNet Models; Transfer Learning (TL); Machine Learning (ML); Deep Learning (DP); Blood Cell Classification; Peripheral Blood Cell (PBC); Blood Cell Count and Detection (BCCD)
Online: 27 October 2023 (05:16:12 CEST)
ARTICLE
|
doi:10.20944/preprints202406.1856.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
river water surface elevation; topobathymetric elevation model (TEM); river inundation area-water surface elevation (RIA-WSE) rating curve; Landsat; satellite image classification; the Otsu method; water index; bilinear and cubic resampling methods
Online: 26 June 2024 (10:57:15 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1009.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Electrical power systems; Support vector machines; random Forest; machine learning; wavelet transform; transmission lines fault; Electrical power quality; short circuit; Classification of faults; localization of faults; decision trees; Ensemble learning; K-nearest neighbors
Online: 15 September 2023 (04:54:55 CEST)
ARTICLE
|
doi:10.20944/preprints202007.0639.v2
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
chromatin immunoprecipitation with massively parallel sequencing, transcription factors binding sites prediction; cooperative binding of transcription factors; composite elements; motifs conservation; classification of transcription factors; ETS transcription factor family; direct binding of transcription factors; overlap of motifs
Online: 20 August 2020 (13:43:09 CEST)
ARTICLE
|
doi:10.20944/preprints201810.0073.v1
Subject:
Medicine And Pharmacology,
Other
Keywords:
Classification; F-score; Gray-Level Co-occurrence Matrix (GLCM); Gray-Level Run-Length Matrix (GLRLM); Hepatocellular Carcinoma (HCC); Liver Cancer; Liver Abscess; Image Texture, Sequential Backward Selection (SBS); Sequential Forward Selection (SFS); Support Vector Machine (SVM); Ultrasound Image.
Online: 4 October 2018 (14:01:42 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/preprints202401.0160.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
solar irradiance nowcasting; deep learning in renewable energy; modular solar forecasting systems; computer vision for DNI estimation; ResNet-50 for energy prediction; cost-effective solar technology; high-resolution image processing; NVIDIA Jetson in solar energy; classification-based DNI analysis; sustainable energy optimization
Online: 3 January 2024 (08:36:12 CET)
ARTICLE
|
doi:10.20944/preprints202110.0248.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Posidonia oceanica (PO); LAI & density; PO health & Pergent model; sea truth sampling; Earth Observation; HR satellite multispectral/hyperspectral sensors; atmospheric correction; coastal monitoring; mapping shallow waters habitat seabed; Calibration/validation & training/test; Classification & regression Machine Learning; Model Performance & thematic Accuracy; Sentinel 2 MSI multispectral & PRISMA hyperspectral; ISWEC(Inertial Sea Wave Energy Converter)
Online: 18 October 2021 (14:41:35 CEST)
ARTICLE
|
doi:10.20944/preprints202410.0760.v1
Subject:
Medicine And Pharmacology,
Immunology And Allergy
Keywords:
Immunoglobulins; antibodies; immune response; antibody structure; immunoglobulin function; therapeutic antibodies; immunotherapy; antigen recognition; immune system; B cells; immunoglobulin classification; IgG; IgA; IgM; IgE; IgD; monoclonal antibodies; polyclonal antibodies; antibody engineering; autoimmune diseases; antibody production; immune regulation; immunological memory; antigen-antibody interaction; clinical immunology; molecular immunology; vaccine development; passive immunity; biopharmaceuticals; antibody-mediated immunity; infectious diseases; cancer immunotherapy; inflammation control; immunoglobulin deficiencies; diagnostic antibodies; therapeutic applications in immunology
Online: 10 October 2024 (09:08:58 CEST)