ARTICLE
|
doi:10.20944/preprints202003.0299.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Data Mining; Alzheimer’s Dementia; Composite Hybrid Feature Selection; Machine learning; stack Hybrid Classification; AI; MRI; Neuroimaging; MPEG7 edge histogram feature extraction; CNN
Online: 19 March 2020 (11:25:01 CET)
REVIEW
|
doi:10.20944/preprints202406.1747.v1
Subject:
Engineering,
Bioengineering
Keywords:
Organ-on-a-chip, OoC, Convolutional Neural Network, CNN, Review, Applications, device parameters, super-resolution, cell trajectories, image classification, image segmentation
Online: 25 June 2024 (08:44:50 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/preprints202109.0181.v1
Subject:
Computer Science And Mathematics,
Mathematical And Computational Biology
Keywords:
Classification; stacking ensemble method; heart surgery; unbalanced data problem; hybrid predictive model; machine learning in healthcare; resampling method; Edited-Nearest-Neighbor; nonparametric test.
Online: 10 September 2021 (10:53:35 CEST)
ARTICLE
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
breast cancer tumor; classification; majority-based voting mechanism; multilayer perceptron learning network; simple logistic regression; stochastic gradient descent learning; wisconsin breast cancer dataset
Online: 27 November 2019 (09:51:31 CET)
ARTICLE
|
doi:10.20944/preprints201806.0188.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
minimum noise fraction (MNF) transformation; object-based image analysis (OBIA); APEX hyperspectral imagery; Random forest (RF) classifier; multiresolution segmentation (MRS); tree species classification
Online: 12 June 2018 (10:55:07 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/preprints202404.1809.v1
Subject:
Computer Science And Mathematics,
Signal Processing
Keywords:
Brain-Computer Interfaces (BCI); EEG Visual Classification; Mutual Information (MutIn); Minimum-Norm Estimate (MNE); EEGNet; Convolutional Neural Network (CNN); Long Short-Term Memory (LSTM)
Online: 28 April 2024 (08:23:16 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)
REVIEW
|
doi:10.20944/preprints202403.0585.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Customer churn prediction; machine learning; telecommunication industry; literature review; imbalanced data; sampling techniques; classification techniques; random forest; XGBoost; gradient boosting; ensemble techniques
Online: 14 March 2024 (05:27:06 CET)
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)
CONCEPT PAPER
|
doi:10.20944/preprints202009.0320.v1
Subject:
Medicine And Pharmacology,
Pulmonary And Respiratory Medicine
Keywords:
reciprocal personal/public protection; mask discriminating mouth and nose; mouth cover; mask; face covering; source control; source classification; Covid-19; active source; liquid droplets
Online: 14 September 2020 (11:45:27 CEST)
ARTICLE
|
doi:10.20944/preprints202007.0634.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
CVD rehabilitation; Local muscular endurance exercises; Exercise-based rehabilitation; Deep Learning; AlexNet; CNN; SVM; kNN; RF; MLP; PCA; multi-class classification; INSIGHT-LME dataset
Online: 26 July 2020 (15:21:08 CEST)
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/preprints202410.0683.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Medical Imaging; Gastrointestinal Polyps; Machine Learning; Smart Techniques in Healthcare; Classification problem; Logistic Regression algorithm; Multinomial classifier; Colorectal disease; Clinical Decision Support System; Medical Diagnosis
Online: 9 October 2024 (10:47:27 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0837.v1
Subject:
Biology And Life Sciences,
Life Sciences
Keywords:
rare disease; genomics; explainable; machine learning; pathogenic; variant consequence; classification; prioritization
Online: 12 April 2024 (09:59:40 CEST)
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/preprints202312.0258.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
Bearing Fault Classification; Load Variation; Wavelet Singular Energy (WSE); Machinery Fault Prevention Technology (MFPT) Dataset; Continuous Wavelet Transform (CWT); Load Dynamics; Customised Load Adaptive Framework (CLAF).
Online: 5 December 2023 (15:02:56 CET)
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/preprints202311.0949.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), CBAM, Naturalize
Online: 14 November 2023 (15:18:08 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/preprints202409.0534.v1
Subject:
Public Health And Healthcare,
Physical Therapy, Sports Therapy And Rehabilitation
Keywords:
Low back pain (LBP); oxygen-ozone therapy (OOT); Porcine collagen type 1; porcine collagen injection; LBP clinical management: combination therapy; Numerical Classification Scale (NRS); Roland Morris Questionnaire (RMD-Q)
Online: 6 September 2024 (12:12:02 CEST)
HYPOTHESIS
|
doi:10.20944/preprints202409.1791.v1
Subject:
Medicine And Pharmacology,
Dermatology
Keywords:
hair follicle; arrector pili muscle; hair types; classification; curly hair; coily; curved follicle; root cause; mechanical force; relaxation from within; ingestible hair relaxing; oral; piloerection; goosebumps
Online: 23 September 2024 (14:26:24 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/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)
REVIEW
|
doi:10.20944/preprints202303.0066.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Fourth Industrial Revolution (4IR); Machine Learning (ML); Precision Agriculture; Space Vector Machine (SVM); Artificial Neural Network (ANN); k-Nearest Neighbour (k-NN); Fuzzy Classification; Global Navigation and Satellite System (GNSS)
Online: 3 March 2023 (09:28:23 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/preprints202403.0042.v1
Subject:
Medicine And Pharmacology,
Hematology
Keywords:
Hematopoietic stem and progenitor cell (HSPC); acute myeloid leukemia (AML); Myelodysplastic syndromes (MDS); leukemic stem cell (LSC) CD34; CD38; CD45RA; CD123; PD-L1; flow cytometry; t-SNE; high-dimensional space analyses; classification; dimensionality reduction; immunophenotyping
Online: 4 March 2024 (01:30:54 CET)
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)
REVIEW
|
doi:10.20944/preprints202409.0678.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
Malignant Lymphomas; Hodgkin Lymphomas (HL); Non-Hodgkin Lymphomas (NHL); B-cell Neoplasms; T-cell Neoplasms; NK-cell Neoplasms; Grey Zone Lymphomas; Epidemiology; Classification; Staging; Histopathology; Radiotherapy; Chemotherapy; Immunotherapy; Treatment Strategies; Remission; Treatment Complications; Personalized Medicine; Innovative Therapies
Online: 9 September 2024 (11:58:11 CEST)
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)
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/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/preprints202407.2002.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/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)