ARTICLE
|
doi:10.20944/preprints202401.0912.v2
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
intrusion detection system; big data; deep learning; CNN; LSTM; GAN; cybersecurity; network security
Online: 15 January 2024 (08:11:36 CET)
ARTICLE
|
doi:10.20944/preprints202401.0941.v1
Subject:
Medicine And Pharmacology,
Other
Keywords:
radiation oncology; artificial intelligence; biological signals; physiological stress; heart rate variability; machine learning
Online: 11 January 2024 (14:52:37 CET)
ARTICLE
|
doi:10.20944/preprints202401.0548.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Reinforced Concrete Columns; Machine-Learning; Column Failure Modes, Classification Model; Simple Column Details
Online: 8 January 2024 (06:43:22 CET)
ARTICLE
|
doi:10.20944/preprints202312.1391.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Industrial Control Systems (ICS); Synthetic Data Generation; Data-Driven Simulation; Machine Learning; Cybersecurity
Online: 19 December 2023 (06:01:34 CET)
ARTICLE
|
doi:10.20944/preprints202312.1096.v1
Subject:
Engineering,
Telecommunications
Keywords:
Internet of vehicles; unmanned aerial vehicles; artificial intelligence; resource management; routing; machine learning
Online: 14 December 2023 (12:21:57 CET)
ARTICLE
|
doi:10.20944/preprints202311.1920.v1
Subject:
Biology And Life Sciences,
Insect Science
Keywords:
active learning; development; phenology; pollinator; climate change; incubator; survival rate; pupation time; butterfly
Online: 30 November 2023 (04:10:46 CET)
ARTICLE
|
doi:10.20944/preprints202311.1705.v1
Subject:
Engineering,
Safety, Risk, Reliability And Quality
Keywords:
transformer; self-supervised learning; autoencoder; remaining useful life prediction; bidirectional LSTM; turbofan engine
Online: 27 November 2023 (13:22:46 CET)
REVIEW
|
doi:10.20944/preprints202310.0771.v1
Subject:
Medicine And Pharmacology,
Psychiatry And Mental Health
Keywords:
Alzheimer's disease; neural networks; Training and learning; early diagnosis; drug discovery; brain diseases
Online: 12 October 2023 (04:19:37 CEST)
ARTICLE
|
doi:10.20944/preprints202309.2084.v1
Subject:
Biology And Life Sciences,
Biology And Biotechnology
Keywords:
Collaborative cross (CC); Smad4 knock out; body weight gain; machine learning (ML); genotyping
Online: 29 September 2023 (08:44:37 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1859.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
named entity recognition; deep learning; transformers; data augmentation; pre-trained language models; PLM
Online: 28 September 2023 (03:01:30 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1193.v1
Subject:
Public Health And Healthcare,
Public, Environmental And Occupational Health
Keywords:
artificial intelligence; electromagnetic hypersensitivity (EHS); electromagnetic fields; machine learning; mobile phone base stations
Online: 19 September 2023 (04:33:05 CEST)
ARTICLE
|
doi:10.20944/preprints202308.2087.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
Colony-Forming Unit; Deep Learning; Segmentation; U-Net; Encoder-Decoder; Loss Function; Localization
Online: 30 August 2023 (12:06:16 CEST)
ARTICLE
|
doi:10.20944/preprints202308.2048.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
document binarization; deep learning; gated convolution; generative model; latent diffusion models; text stroke
Online: 30 August 2023 (08:23:05 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1109.v1
Subject:
Engineering,
Bioengineering
Keywords:
Parkinson’s disease; Bi-LSTM with attention; in the wild detection; accelerometer; deep learning
Online: 15 August 2023 (08:21:28 CEST)
ARTICLE
|
doi:10.20944/preprints202308.0983.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
brain tumor detection; VGG-16 model; convolutional neural network; MRI imaging; deep learning
Online: 14 August 2023 (08:34:12 CEST)
ARTICLE
|
doi:10.20944/preprints202308.0682.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
Duffing equation; deep learning; neural networks; recurrent neural networks; long short term memory.
Online: 8 August 2023 (12:58:08 CEST)
ARTICLE
|
doi:10.20944/preprints202308.0136.v1
Subject:
Environmental And Earth Sciences,
Sustainable Science And Technology
Keywords:
air entrainment; confined plunging jet; liquid jet reactor; reactor parameters; machine learning algorithms
Online: 2 August 2023 (10:44:18 CEST)
ARTICLE
|
doi:10.20944/preprints202307.1825.v1
Subject:
Public Health And Healthcare,
Other
Keywords:
Focus group discussion; Online teaching; Student perception; Dental education; online learning; Faculty development
Online: 27 July 2023 (03:46:29 CEST)
ARTICLE
|
doi:10.20944/preprints202307.1658.v1
Subject:
Engineering,
Bioengineering
Keywords:
Deep learning; Convolutional Neural Networks (CNN); K-Nearest Neighbors (KNN), Diabetes type II
Online: 25 July 2023 (09:37:09 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0865.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Internet of Things; Machine learning; Intrusion detection system; Ensemble classifier; Principal Component Analysis
Online: 13 July 2023 (12:31:56 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0632.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
federated learning; small-cell networks; stochastic geometry; base station density; Poisson point process
Online: 11 July 2023 (03:18:30 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0266.v1
Subject:
Computer Science And Mathematics,
Computer Networks And Communications
Keywords:
Internet of Things; Machine Learning; Cloud Computing; Artificial Intelligence; Security; Healthcare; Monitoring; Detection
Online: 5 July 2023 (05:07:51 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0261.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
brain arteriovenous malformation; prognosis; prediction; machine learning; artificial intelligence; decision tree; logistic regression
Online: 5 July 2023 (04:35:09 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0161.v1
Subject:
Biology And Life Sciences,
Immunology And Microbiology
Keywords:
Non-small cell lung cancer; Targeted Gene Therapy; Immune Checkpoint Inhibitors; Machine Learning
Online: 4 July 2023 (07:57:03 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0067.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
prostate cancer detection; machine learning; logistic regression; decision tree classifier; random forest classifier;
Online: 3 July 2023 (11:30:41 CEST)
ARTICLE
|
doi:10.20944/preprints202306.2010.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
cross-modal retrieval; remote sensing images; fusion encoding method; joint representation; contrastive learning
Online: 29 June 2023 (08:11:38 CEST)
ARTICLE
|
doi:10.20944/preprints202306.1793.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
bioactive compounds; black sea cucumbers; cancer; drug-target interactions; machine learning; molecular docking
Online: 26 June 2023 (10:36:43 CEST)
ARTICLE
|
doi:10.20944/preprints202306.1468.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
U-Net; Attention U-Net; Panoramic Radiographs; Teeth Segmentation; Convolutional Neural Networks; Deep Learning
Online: 4 July 2023 (02:37:05 CEST)
ARTICLE
|
doi:10.20944/preprints202306.1075.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
BERT; Cyberbullying; RoBERTa; Language Model; Machine learning; Online abuse; Natural language processing; NLP
Online: 15 June 2023 (05:35:25 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0682.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Land cover change detection; HRSIs; Deep learning neural network; Very Small training samples
Online: 9 June 2023 (08:10:25 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0431.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Two-path 1; Multi-Behavior Dependence 2; Contrast Learning 3; Sparse Data 4
Online: 6 June 2023 (09:47:01 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0364.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Chinese address parsing; low-resource scenarios; In-context learning; GPT; BERT; k-nearest neighbors
Online: 9 June 2023 (04:28:59 CEST)
Subject:
Computer Science And Mathematics,
Mathematics
Keywords:
Digital media; Traffic classification; Machine learning; Decision trees; Support vector machines; Neural networks.
Online: 18 April 2023 (10:41:32 CEST)
ARTICLE
|
doi:10.20944/preprints202302.0203.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Hyperpectral; Deep learning; Neural networks; image processing; classification; segmentation; hardware accelerators; CHIME mission
Online: 13 February 2023 (07:32:31 CET)
ARTICLE
|
doi:10.20944/preprints202301.0304.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Disease Dental Caries; Gradient Boosting Decision Tree; Feature Selection; Machine Learning; Feature importance
Online: 17 January 2023 (09:25:45 CET)
ARTICLE
|
doi:10.20944/preprints202301.0022.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
artificial intelligence; imbalanced classification; cost-sensitive learning; multimodal neural networks; skin cancer; melanoma
Online: 3 January 2023 (08:45:52 CET)
ARTICLE
|
doi:10.20944/preprints202211.0435.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
imbalanced datasets; intrusion detection; wireless sensor networks (WSNs); ransomware attack classification; machine learning
Online: 23 November 2022 (07:00:22 CET)
ARTICLE
|
doi:10.20944/preprints202211.0249.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
urothelial carcinoma; urine; liquid-based cytology; deep learning; cancer screening; whole slide image
Online: 14 November 2022 (09:31:16 CET)
ARTICLE
|
doi:10.20944/preprints202209.0347.v1
Subject:
Environmental And Earth Sciences,
Soil Science
Keywords:
digital soil mapping; soil process units; soil parameter space; machine learning; unsupervised classification
Online: 22 September 2022 (15:08:05 CEST)
ARTICLE
|
doi:10.20944/preprints202209.0025.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
object detection; semi-supervised learning; Mask R-CNN; floor-plan images; computer vision
Online: 1 September 2022 (15:16:43 CEST)
ARTICLE
|
doi:10.20944/preprints202207.0090.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Text mining; natural language processing; sustainability; semantic similarity; corporate social responsibility; Machine Learning
Online: 6 July 2022 (08:53:02 CEST)
REVIEW
|
doi:10.20944/preprints202206.0083.v1
Subject:
Medicine And Pharmacology,
Orthopedics And Sports Medicine
Keywords:
robotic assistance; Hebbian learning; sensorimotor recovery; upper-limb rehabilitation; stroke; re-habilitation robots
Online: 6 June 2022 (10:08:13 CEST)
ARTICLE
|
doi:10.20944/preprints202205.0090.v1
Subject:
Physical Sciences,
Applied Physics
Keywords:
machine learning/artificial intelligence; precipitation type classification; passive microwave; precipitation radar; retrieval algorithm
Online: 7 May 2022 (03:46:06 CEST)
CONCEPT PAPER
|
doi:10.20944/preprints202204.0129.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Digital Design; Digital Architecture; Image Processing; Machine learning; FPGA; Dedicated Design; Image Processor
Online: 14 April 2022 (05:09:47 CEST)
ARTICLE
|
doi:10.20944/preprints202203.0085.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
object segmentation; LiDAR-camera fusion; autonomous driving; artificial intelligence; semi-supervised learning; iseAuto
Online: 4 March 2022 (21:43:06 CET)
ARTICLE
|
doi:10.20944/preprints202201.0452.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
intelligent reflecting surface; low Earth orbit satellite; graph attention networks; unsupervised learning; beamforming
Online: 31 January 2022 (11:47:07 CET)
ARTICLE
|
doi:10.20944/preprints202111.0446.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
n/a; Unity3D; Blender; Virtual Reality; Syntetic dataset generation; Machine Learning; Neural Networks
Online: 24 November 2021 (08:53:00 CET)
ARTICLE
|
doi:10.20944/preprints202111.0154.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Computer Vision; Synthetic Data; Physics-based Graphics Models; Deep Learning; Post-earthquake Inspections
Online: 8 November 2021 (15:06:45 CET)
ARTICLE
|
doi:10.20944/preprints202111.0029.v1
Subject:
Social Sciences,
Decision Sciences
Keywords:
Real-world fuel consumption rate; machine learning; big data; light-duty vehicle; China
Online: 2 November 2021 (09:40:05 CET)
ARTICLE
|
doi:10.20944/preprints202110.0355.v1
Subject:
Computer Science And Mathematics,
Mathematical And Computational Biology
Keywords:
Deep Learning; Electrospray; Mass Spectrometry; Metabolomics; Artificial Intelligence; Generative Methods; Chemical Space; Transformers
Online: 25 October 2021 (13:20:47 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0302.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
load forecasting; extreme learning machine (ELM); ant lion optimization (ALO) ;parameter optimization; model.
Online: 21 October 2021 (09:34:56 CEST)
ARTICLE
|
doi:10.20944/preprints202108.0139.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Digital Manufacturing; Sensors; Machine Learning; Industry 4.0; Optical; Cotton Lint; Industrial Digital Technologies
Online: 5 August 2021 (10:55:26 CEST)
ARTICLE
|
doi:10.20944/preprints202106.0550.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
Machine learning; spatial signal modeling; spatial tracking; signal processing; ad-hoc sensor network
Online: 22 June 2021 (14:29:23 CEST)
ARTICLE
|
doi:10.20944/preprints202106.0144.v1
Subject:
Medicine And Pharmacology,
Endocrinology And Metabolism
Keywords:
Diabetic; Diabetic Mellitus; Diabetic Prediction; PIMA diabetic dataset; Female diabetic Patients; Machine Learning
Online: 4 June 2021 (15:25:16 CEST)
ARTICLE
|
doi:10.20944/preprints202105.0674.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
Offshore wind; life extension; modern portfolio theory; unsupervised machine learning; monopile; risk management
Online: 27 May 2021 (14:01:13 CEST)
ARTICLE
|
doi:10.20944/preprints202105.0655.v1
Subject:
Chemistry And Materials Science,
Biomaterials
Keywords:
Polymer Informatics; Machine Learning; Glass Transition Temperature; High-throughput Screening; Recurrent Neural Network
Online: 27 May 2021 (08:01:43 CEST)
ARTICLE
|
doi:10.20944/preprints202105.0105.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
data scarcity; water quality; missing data; univariate imputation; multivariate imputation; machine learning; hydroinformatics.
Online: 6 May 2021 (15:18:23 CEST)
ARTICLE
|
doi:10.20944/preprints202104.0690.v1
Subject:
Arts And Humanities,
Architecture
Keywords:
: Artificial Intelligence; Generative Adversarial Network; Machine Learning; Computationl Design; Urban infill; Facade design
Online: 26 April 2021 (20:20:29 CEST)
ARTICLE
|
doi:10.20944/preprints202104.0483.v1
Subject:
Medicine And Pharmacology,
Pharmacy
Keywords:
Network embedding; multiplex-heterogeneous network; multi-layer network; drug repositioning; graph representation learning
Online: 19 April 2021 (13:21:02 CEST)
ARTICLE
|
doi:10.20944/preprints202103.0434.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
WiFi sounder; CSI; MIMO; indoor location estimation; array signal processing; machine learning; SVM
Online: 17 March 2021 (10:57:38 CET)
ARTICLE
|
doi:10.20944/preprints202011.0744.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Anomaly detection; Healthcare; K-means clustering; Heart disease prediction; Data analytics; Machine learning
Online: 30 November 2020 (16:38:23 CET)
ARTICLE
|
doi:10.20944/preprints202011.0605.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
parameter-free spectral clustering; Lagrangian Coherent Structures; clusters; geophysical flows; unsupervised machine learning
Online: 24 November 2020 (09:25:02 CET)
ARTICLE
|
doi:10.20944/preprints202009.0725.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
traffic monitoring; intelligent transportation systems; traffic queues; vehicle counts; artificial intelligence; deep learning
Online: 30 September 2020 (08:08:38 CEST)
ARTICLE
|
doi:10.20944/preprints202009.0228.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
multilayer perceptron; support vector machine; COVID19; SarsCov2; forecasting; machine learning; public health; pandemic
Online: 10 September 2020 (08:05:49 CEST)
ARTICLE
|
doi:10.20944/preprints202008.0138.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Traffic Light Recognition (TLR); machine learning; Expert Instruction (EI); frequency maps; computer vision
Online: 6 August 2020 (07:56:57 CEST)
ARTICLE
|
doi:10.20944/preprints202007.0591.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Bacterial -Viral Pneumonia; COVID-19; X-ray Image; Deep Learning; Convolution Neural Network
Online: 24 July 2020 (14:02:07 CEST)
ARTICLE
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
COVID-19; Deep learning; Convolutional neural network; Computed Tomography; X-Rays; Classification; Detection
Online: 14 June 2020 (17:51:12 CEST)
ARTICLE
|
doi:10.20944/preprints201912.0059.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
hyperspectral image classification; deep learning; channel-wise attention mechanism; spatial-wise attention mechanism
Online: 12 February 2020 (05:40:08 CET)
ARTICLE
|
doi:10.20944/preprints202001.0205.v1
Subject:
Social Sciences,
Behavior Sciences
Keywords:
itch; scratch; automated real-time detection; machine-learning based image classifier; image sharpness
Online: 19 January 2020 (03:13:48 CET)
ARTICLE
|
doi:10.20944/preprints201903.0051.v1
Subject:
Chemistry And Materials Science,
Polymers And Plastics
Keywords:
additive manufacturing; machine learning; tensile modulus; predictive modeling; mechanical properties; polyamide 2200; PA12
Online: 5 March 2019 (05:21:43 CET)
ARTICLE
|
doi:10.20944/preprints201901.0077.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Privacy; security; Machine Learning; K-Means; Natural Language Processing; Twitter; Private Information Retrieving
Online: 8 January 2019 (15:40:09 CET)
ARTICLE
|
doi:10.20944/preprints201810.0221.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Smart Cities; Internet of things; Bicycle sharing systems; Machine learning; Association rule mining
Online: 10 October 2018 (14:24:32 CEST)
ARTICLE
|
doi:10.20944/preprints201808.0049.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
intelligent driving vehicle; trajectory planning; end-to-end; deep reinforcement learning; model transfer
Online: 2 August 2018 (13:06:39 CEST)
ARTICLE
|
doi:10.20944/preprints201807.0409.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
residential relocation distance; residential movement; machine learning; decision tree regression; Seoul metropolitan region
Online: 23 July 2018 (10:03:10 CEST)
ARTICLE
|
doi:10.20944/preprints201703.0132.v1
Subject:
Medicine And Pharmacology,
Pharmacology And Toxicology
Keywords:
machine learning; random forest; estrogen receptor; Tox21 data challenge 2014; QSAR prediction model
Online: 17 March 2017 (04:49:28 CET)
ARTICLE
|
doi:10.20944/preprints202407.1129.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Agricultural soil sensing; inductive power transfer; Monte Carlo methods; machine learning; power transfer coil misalignment; wireless power transfer; wireless underground sensor networks
Online: 15 July 2024 (08:07:08 CEST)
ARTICLE
|
doi:10.20944/preprints202311.0302.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
intrusion detection system; machine learning techniques; Exploratory Data Analysis; Performance Evaluation; feature selection; CSE-CIC-IDS-2018 dataset; Three phase models
Online: 6 November 2023 (07:46:31 CET)
ARTICLE
|
doi:10.20944/preprints202312.0825.v1
Subject:
Environmental And Earth Sciences,
Oceanography
Keywords:
wind wave; X-band marine radar; significant wave height; Pierson-Moskowitz spectrum; synthetic radar images; preliminary training; artificial neural networks; machine learning; deep learning; convolutional neural networks; unsupervised pre-training
Online: 12 December 2023 (08:11:49 CET)
ARTICLE
|
doi:10.20944/preprints202310.1009.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Agricultural engineering; Machine learning; IOT; Mobile application; hydrological modeling; NRCS simulator; Intelligent irrigation system; surface runoff; flood prevention and cloud computing
Online: 17 October 2023 (05:50:21 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0729.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
Credit card default; Confusion matrix; Deep Neural Network; Default prediction; Linear Discriminant Analysis; Logistic regression; Machine learning; Random Forest; Support Vector Machine; XGBoost
Online: 10 September 2024 (09:56:57 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0895.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine learning; Financial time series analysis; LSTM; CNN-BiLSTM hybrid models; Stock market prediction
Online: 11 July 2024 (12:24:28 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0363.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Oil spills; synthetic aperture radar (SAR); deep convolutional neural networks (DCNNs); vision transformers (ViTs); deep learning; semantic segmentation; marine pollution; remote sensing
Online: 25 October 2021 (15:42:36 CEST)
ARTICLE
|
doi:10.20944/preprints201712.0192.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
convolutional ceural network; Gaofen 2 remote sensing image; remote sensing image segmentation; convolutional encode neural networks model (CENN); categorical learning; per-pixel segmentation; farmland; woodland
Online: 28 December 2017 (02:54:12 CET)
ARTICLE
|
doi:10.20944/preprints202408.2120.v1
Subject:
Computer Science And Mathematics,
Mathematics
Keywords:
Cartan-Schouten metric; dual connections; $\alpha$-connections; Fisher information matrix; biinvariant metric; Lorentz metric; exponential barycenter; center of mass; Amari-Chentov 3-tenor; Machine Learning; information geometry
Online: 29 August 2024 (08:30:04 CEST)
ARTICLE
|
doi:10.20944/preprints202002.0097.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Protein structure and dynamics; Molecular structure and modeling; Protein and macromolecules; Computational methods and bioinformatics; Computer-based teaching tools; Learning materials and teaching tools; Multimedia teaching tools
Online: 7 February 2020 (11:42:09 CET)
ARTICLE
|
doi:10.20944/preprints202403.0437.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Artificial Intelligence(AI); Bagging; Boosting; ComImp; Effort Estimation(EE); Ensemble Learning(EL); Machine Learning(ML); Merge Dataset; PCA-ComImp; Voting; Random Forest(RF); Software Project Management(SPM); Software Effort Estimation(SEE)
Online: 8 March 2024 (03:47:24 CET)
ARTICLE
|
doi:10.20944/preprints202401.0106.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Convolutional Neural Networks (CNN); Recurrent Neural Networks (RNN); Generative Adversarial Networks (GAN); Natural Language Processing (NLP); Reinforcement Learning; Autoencoders; Image Recognition; Pattern Recognition; Unsupervised Learning; Data Augmentation; Hyperparameter Tuning; Fine-tuning
Online: 3 January 2024 (10:26:26 CET)
REVIEW
|
doi:10.20944/preprints201908.0152.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep learning; machine learning model; convolutional neural networks (CNN); recurrent neural networks (RNN); denoising autoencoder (DAE); deep belief networks (DBNs); long short-term memory (LSTM); review; survey; state of the art
Online: 13 August 2019 (09:32:09 CEST)
ARTICLE
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doi:10.20944/preprints202407.2140.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
grid-based sparse MIMO arrays; array design and optimization; mitigation of mutual coupling; adaptive desirability function; grating-lobe free arrays; side lobe reduction; machine learning
Online: 26 July 2024 (06:49:32 CEST)
ARTICLE
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doi:10.20944/preprints202401.2121.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Stress detection; Physiological signals; remote photoplethysmography (rPPG); Deep Learning (DL); Long Short-Term Memory (LSTM); Gated Recurrent Units (GRU); 1D Convolutional Neural Network (1D-CNN)
Online: 30 January 2024 (15:21:52 CET)
ARTICLE
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doi:10.20944/preprints201706.0029.v1
Subject:
Social Sciences,
Education
Keywords:
teaching and learning ıssues in mathematics; social ıssues in mathematics education; cultural ıssues in mathematics education; political ıssues in mathematics education; technological ıssues in mathematics education
Online: 5 June 2017 (06:13:28 CEST)
ARTICLE
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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)
ARTICLE
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doi:10.20944/preprints202402.1635.v1
Subject:
Social Sciences,
Sociology
Keywords:
dramatic social change; coaching sociology; paradigm shift in coaching; ontological non-neutrality; no expert coachee; learning-to-develop through research; post-communist society
Online: 28 February 2024 (17:03:22 CET)
ARTICLE
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doi:10.20944/preprints202312.0851.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Portfolio Management (PM); Deep Reinforcement Learning (DRL); Non-Stationary 13 Transformer; Sequential Processing; Data Heterogeneity; Market Uncertainty; Diverse Knowledge 14 Integration; Multimodal Learning15
Online: 12 December 2023 (09:59:50 CET)
ARTICLE
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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
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doi:10.20944/preprints202409.0616.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Cloud computing; Cloud resource usage optimization; Machine learning; Time series forecasting optimization; Cloud FinOps
Online: 9 September 2024 (08:43:26 CEST)
ARTICLE
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doi:10.20944/preprints202408.0766.v1
Subject:
Business, Economics And Management,
Business And Management
Keywords:
artificial intelligence; customer relationship management; personalization; machine learning; predictive analytics; data privacy; customer engagement
Online: 12 August 2024 (07:15:06 CEST)
ARTICLE
|
doi:10.20944/preprints202408.0520.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
multimodal; deep learning; lung cancer; semantic segmentation; CT scan; predictive biomarkers; 2D vs. 3D
Online: 7 August 2024 (14:13:00 CEST)
ARTICLE
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doi:10.20944/preprints202408.0428.v1
Subject:
Medicine And Pharmacology,
Emergency Medicine
Keywords:
emergency severity index; machine learning; gradient boosting; neural network; logistic regression; triage; emergency department
Online: 7 August 2024 (14:10:04 CEST)
ARTICLE
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doi:10.20944/preprints202408.0125.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
Sign Language Recognition; Deep Learning; Computer Vision; MediaPipe; Video Processing; ISL Dataset; Web App
Online: 2 August 2024 (03:48:39 CEST)