ARTICLE
|
doi:10.20944/preprints201901.0265.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
voltage stability; stability index; voltage stability indicator; power system stability, power system monitoring, voltage collapse; blackout, voltage stability classification
Online: 26 January 2019 (09:59:56 CET)
ARTICLE
|
doi:10.20944/preprints201701.0023.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Random forest classification; urban sprawl; spatial metrics; Renyi’s entropy; sustainability; land change modelling; remote sensing; urban growth model; Chennai
Online: 5 January 2017 (09:20:29 CET)
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/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/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/preprints202305.0513.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep learning; medical imaging; clinical decision support system; Teeth X-Rays; Images; CNN model; transfer learning; NASNetMobile feature extractor; classification model
Online: 8 May 2023 (10:25:36 CEST)
ARTICLE
|
doi:10.20944/preprints202106.0100.v3
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
entropy; average information; degree of dependence; probability space; probability distribution; experiment in a sample space; linear system; affine isomorphism; classification space.
Online: 5 July 2021 (16:22:30 CEST)
ARTICLE
|
doi:10.20944/preprints202105.0396.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
ensemble modelling; seafloor mapping; sediment change analysis; seafloor sediment distribution; North Sea; seafloor classification; acoustic mapping; small sample size; ensemble map
Online: 17 May 2021 (16:58:50 CEST)
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/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/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/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)
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/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/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
|
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)
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/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/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
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
|
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/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)