ARTICLE
|
doi:10.20944/preprints202308.1230.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
electricity demand forecasting; model explainability; SHAP values; neural networks; structured time series; genetic programming (GP); symbolic expressions; training timeframe; counterfactuals; actionable features
Online: 17 August 2023 (09:06:07 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0789.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
accuracy; data-driven approach, feed forward neural network; gated recurrent unit; hyper-parameters tuning; long short-term memory; short-term demand forecasting
Online: 12 July 2023 (11:29:06 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)
ARTICLE
|
doi:10.20944/preprints202303.0003.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
XAI; Interpretability; Predictive Maintenance; Prognostics and Health Management; Remaining Useful Life; Deep Learning; Convolutional Neural Network; Comparative Analysis; XAI Evaluation and Accountability
Online: 1 March 2023 (02:31:28 CET)
ARTICLE
|
doi:10.20944/preprints202207.0386.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Maximum Power Point Tracking (MPPT); Improved Particle Swarm Optimization (IPSO); photo-voltaic (PV); Neural Network and Perturb & Observe method (NN-P&O)
Online: 26 July 2022 (05:41:24 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)
REVIEW
|
doi:10.20944/preprints202106.0449.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Central Nervous System; Ependymal Cells; Neural Stem and Progenitor Cells; NG2+ Cells; Regenerative Medicine; Retina Injury; Spinal Cord Injury; Traumatic Brain Injury.
Online: 16 June 2021 (15:02:02 CEST)
ARTICLE
|
doi:10.20944/preprints202103.0745.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
abdominal aortic aneurysm; pulse wave analysis; one-dimensional modelling; in silico pulse waves; machine learning; recurrent neural network; long short-term memory
Online: 30 March 2021 (14:05:44 CEST)
ARTICLE
|
doi:10.20944/preprints202003.0313.v3
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
object detection; faster region-based convolutional neural network (FRCNN); single-shot multibox detector (SSD); super-resolution; remote sensing imagery; edge enhancement; satellites
Online: 29 April 2020 (13:33:56 CEST)
ARTICLE
|
doi:10.20944/preprints201810.0774.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
machine learning; wave energy; power take-off; artificial neural network; wave tank test; physical scale model; floating point absorber; damping; control; collaborative
Online: 2 November 2018 (12:35:44 CET)
ARTICLE
|
doi:10.20944/preprints201804.0255.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
Real-time estimation; IoT; Artificial Neural Network; Vehicle dynamics; Roll angle; low cost devices; Rasbperry Pi 3 Model B, Intel Edison, FANN.
Online: 19 April 2018 (16:29:07 CEST)
ARTICLE
|
doi:10.20944/preprints201803.0121.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
deep Kalman filter; simultaneous sensor integration and modelling (SSIM); GNSS/IMU integration; recurrent neural network; deep learning; long-short term memory (LSTM)
Online: 15 March 2018 (07:10:32 CET)
ARTICLE
|
doi:10.20944/preprints202409.1623.v1
Subject:
Biology And Life Sciences,
Behavioral Sciences
Keywords:
fractals; discrete- time Hopfield neural networks; two neurons with delay and no self-connection; five neurons with delay and ring architecture
Online: 23 September 2024 (02:26:57 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/preprints202408.1363.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Wildfire Detection; Vision Transformers; Machine Learning; Satellite Imagery; FlameViT; Hyperparameter Tuning; Convolutional Neural Networks (CNNs); Multi-Head Self-Attention; Environmental Monitoring; Disaster Response
Online: 19 August 2024 (14:03:42 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/preprints202312.0871.v1
Subject:
Computer Science And Mathematics,
Other
Keywords:
Theory of consciousness; binding problem; consciousness; perceptual binding; perception; neural correlates of consciousness; spectral entropy; power spectrum; stochastic modeling; noise in neuronal networks
Online: 12 December 2023 (10:07:32 CET)
ARTICLE
|
doi:10.20944/preprints202306.1370.v1
Subject:
Physical Sciences,
Radiation And Radiography
Keywords:
adolescent idiopathic scoliosis; pose estimation; posture parameters; mobile devices; deep learning; clinical photography; mobile applications; MoveNet, convolutional neural network; kinematics; posture; reliability; validity
Online: 19 June 2023 (14:27:12 CEST)
REVIEW
|
doi:10.20944/preprints202104.0739.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep neural network; survey; document images; review paper; deep learning; performance evaluation; page object detection, graphical page objects; document image analysis; page segmentation
Online: 28 April 2021 (10:17:49 CEST)
ARTICLE
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
Efficiency of mutual funds, a deep crisis in the economy, efficiency forecast, model formation, financial investments, estimated income, mutual funds, CAPM, neural networks
Online: 31 March 2021 (22:04:28 CEST)
ARTICLE
|
doi:10.20944/preprints202103.0774.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Efficiency of mutual funds; a deep crisis in the economy; efficiency forecast; model formation; financial investments; estimated income; mutual funds; CAPM; neural networks
Online: 31 March 2021 (14:54:57 CEST)
ARTICLE
|
doi:10.20944/preprints202010.0156.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Artificial intelligence; Deep reinforcement learning; Demand Response; Dynamic pricing; Energy management system; Microgrid; Neural networks; Price-responsive loads; Smart grid; Thermostatically controlled loads
Online: 7 October 2020 (11:21:03 CEST)
ARTICLE
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Multi-Target Detection and Tracking; Multi-copter Drone; Aerial Imagery, Image Sensor, Deep Learning, GPU-based Embedded Module, Neural Computing Stick; Image Processing
Online: 18 July 2019 (10:09:05 CEST)
ARTICLE
|
doi:10.20944/preprints202409.1908.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Quiet Eye (QE); baminton; shot accuracy; neural networks; eye-tracking; biomechanics; sports performance; predictive modeling; gaze dynamics; performance analysis; motor learning; perception in sports
Online: 24 September 2024 (11:57:56 CEST)
ARTICLE
|
doi:10.20944/preprints202409.1109.v1
Subject:
Biology And Life Sciences,
Life Sciences
Keywords:
intelligible-hearing (IH) sound; sensory neural hearing loss; speech-in-noise perception; cortical auditory evoked fields (AEF); N1m-P2m amplitude; magnetic mismatch negativity (MMNm)
Online: 14 September 2024 (07:31:09 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1214.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Malware Detection; IoT; Deep Learning; Neural Networks; Long Short-term Memory; Hybrid Model; Central Processing Unit; Graphics Processing Unit; Tensor Processing Unit; Portable Executable
Online: 15 July 2024 (19:46:18 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/preprints202403.0111.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Gated Recurrent Unit (GRU); Long Short-Term Memory (LSTM); Convolutional Neural Networks (CNN); BERT; Gensim; Moroccan engineering students; Ibn Tofail University; Resumes; CVs; ENSAK
Online: 4 March 2024 (09:44:13 CET)
ARTICLE
|
doi:10.20944/preprints202402.0312.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
steel hardenability; Bayesian optimization; k-fold cross-validation; hyperparameter tuning; neural networks regression; steel alloy; predictive model; heat treatment; hardenability band; Jominy end-quench
Online: 6 February 2024 (09:17:47 CET)
ARTICLE
|
doi:10.20944/preprints202309.0696.v1
Subject:
Engineering,
Transportation Science And Technology
Keywords:
online shopping trip; offline shopping trips; gray wolf optimization; deep neural network model; e-commerce and transportation; factors affecting shopping trip choice; sustainable development
Online: 12 September 2023 (02:50:20 CEST)
ARTICLE
|
doi:10.20944/preprints202303.0034.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
unmanned aerial vehicle (UAV); synthetic aperture radar (SAR); automatic target recognition (ATR); deep neural network (DNN); adversarial example; transferability; encoder-decoder; real-time attack
Online: 2 March 2023 (04:43:20 CET)
ARTICLE
|
doi:10.20944/preprints202111.0098.v1
Subject:
Biology And Life Sciences,
Biophysics
Keywords:
spatiotemporal analysis; high to ultra high spatial resolution; high to very high temporal resolution; NDVI; NIR; neural network modelling, Bay of Mont-Saint-Michel
Online: 4 November 2021 (09:35:50 CET)
ARTICLE
|
doi:10.20944/preprints202109.0059.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
table detection; table recognition; cascade Mask R-CNN; atrous convolution; recursive feature pyramid networks; document image analysis; deep neural networks; computer vision, object detection.
Online: 3 September 2021 (11:05:10 CEST)
ARTICLE
|
doi:10.20944/preprints202108.0360.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Table detection, table localization, deep learning, Hybrid Task Cascade, Object detection, deformable convolution, deep neural networks, computer vision, scanned document images, document image analysis.
Online: 17 August 2021 (10:26:42 CEST)
ARTICLE
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
time series; forecasting; neural networks; data preprocessing; training and control samples; coronavirus pandemics; Deductor Studio; data cleaning; partial processing; spectral processing; autocorrelation; sliding windows.
Online: 30 March 2021 (14:16:28 CEST)
ARTICLE
|
doi:10.20944/preprints202001.0227.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
transportation; mobility; prediction model; pavement management; pavement condition index; falling weight deflectometer; multilayer perceptron; radial basis function; artificial neural network; intelligent machine system committee
Online: 20 January 2020 (11:08:32 CET)
REVIEW
|
doi:10.20944/preprints202402.1729.v2
Subject:
Biology And Life Sciences,
Cell And Developmental Biology
Keywords:
epithelial– mesenchymal transition, mesenchymal-epithelial transition, endothelial-mesenchymal transition, epithelial state, mesenchymal state, controversy, developmental biology, fibrosis, cancer, neural stemness, tumorigenicity, pluripotency
Online: 16 April 2024 (15:50:00 CEST)
ARTICLE
|
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
|
doi:10.20944/preprints202312.0203.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Haptic Guidance; Backpropagation neural network; Data-driven controller; Genetic Algorithm-PID; driving behaviour; Fuzzy-PID controller; Integral Time Absolute Error; steering wheel angle, lateral displacement.
Online: 4 December 2023 (15:26:07 CET)
ARTICLE
|
doi:10.20944/preprints202310.2071.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
artificial neural network (ANN); Support Vector Machine (SVM); Support Vector Regression (SVR); Lightweight Gradient Boosting Machines (Light GBM); Machine Learning; Solar Irradiance (SI); solar forecasting
Online: 31 October 2023 (12:30:45 CET)
ARTICLE
|
doi:10.20944/preprints202307.1441.v1
Subject:
Biology And Life Sciences,
Food Science And Technology
Keywords:
DSC melting profile; Orthogonal Partial Least Squares Discriminant Analysis (OPLS-DA); Artificial neural networks (ANN); Multiple Linear Regression (MLR); MARS; SVM; Food fraud; Oils adulteration
Online: 20 July 2023 (13:56:40 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0421.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine Translation; Technical Patents; Natural Language Processing; Translation Quality; Cross-Lingual Information Retrieval; Corpus-based Translation; Domain Adaptation; Language Model Fine-tuning; Neural Machine Translation
Online: 6 May 2023 (10:43:14 CEST)
ARTICLE
|
doi:10.20944/preprints202211.0243.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
deep neural network (DNN); synthetic aperture radar automatic target recognition (SAR-ATR); universal adversarial perturbation (UAP); U-Net; attention heatmap; layer-wise relevance propagation (LRP)
Online: 14 November 2022 (06:37:35 CET)
ARTICLE
|
doi:10.20944/preprints202002.0181.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
renewable energy; neural networks (NNs); adaptive neuro-fuzzy inference system (ANFIS); least square support vector machine (LSSVM); photovoltaic-thermal (PV/T); hybrid machine learning model
Online: 14 February 2020 (02:53:47 CET)
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/preprints202407.1075.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
financial market prediction; machine learning; supervised learning; unsupervised learning; reinforcement learning; deep learning; neural networks; alternative data; stock prices; currency exchange rates; commodity prices; model interpretability.
Online: 12 July 2024 (23:57:06 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0975.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Load Forecasting; Long Short Term Memory; Temporal Convolution Networks; Multilayer Perceptron; Convolutional Neural Networks; CNN-LSTM; Convolutional LSTM Encoder- Decoder; Evaluation Metrics; Power Sector; Data Analysis
Online: 15 May 2023 (04:39:19 CEST)
ARTICLE
|
doi:10.20944/preprints202302.0198.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Infected lung segmentation; Quantification of lung disease severity; Comparison be-tween manual and automated image segmentation; Deep Neural Network; COVID-19 detections; COVID-19 severity assessment
Online: 13 February 2023 (06:33:31 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)
REVIEW
|
doi:10.20944/preprints202307.1826.v1
Subject:
Engineering,
Architecture, Building And Construction
Keywords:
architectural design; digital design; digital fabrication; additive manufacturing (AM); 3D printing (3DP); artificial intelligence (AI); machine learning (ML); deep learning (DL); artificial neural networks (ANN); computer vision
Online: 27 July 2023 (09:07:16 CEST)
ARTICLE
|
doi:10.20944/preprints201908.0201.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
agricultural production; environmental parameters; mushroom growth pre-diction; machine learning; artificial neural networks (ANN); food produc-tion; food security; multi-layered perceptron (MLP); radial basis function (RBF)
Online: 20 August 2019 (06:20:32 CEST)
ARTICLE
|
doi:10.20944/preprints201907.0319.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
heat meter; district heating; fault detection; predictive maintenance; Machine Learning (ML); Artificial Neural Network (ANN); Bagging Decision Tree (BDT); Support Vector Machines (SVM); hyperparameter optimisation; ensemble model
Online: 28 July 2019 (16:26:47 CEST)
ARTICLE
|
doi:10.20944/preprints202403.0221.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
Feature Detection; Object Reflective Surfaces; YOLOv3 Neural Network; Transfer Learning; Digital Cameras; Collaborative Robots; Machine Learning in Manufacturing; Automation in Polishing; Industrial AI Applications; GPU; CUDA and cuDNN
Online: 5 March 2024 (13:21:58 CET)
ARTICLE
|
doi:10.20944/preprints202306.1288.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Traffic shaping; Anomaly detection; Intrusion detection; Network security; Internet of Things; Network traffic analysis; Machine learning. (SDN (Software-defined networking); GNN (Graph neural network); MAB (Multi-armed bandit))
Online: 19 June 2023 (04:55:33 CEST)
ARTICLE
|
doi:10.20944/preprints202107.0277.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
Cervical cancer; Pap smear test; whole slide image (WSI); feature pyramid network (FPN); global context aware (GCA); region based convolutional neural networks (R-CNN); Region Proposal Network (RPN).
Online: 12 July 2021 (23:05:34 CEST)
ARTICLE
|
doi:10.20944/preprints202103.0412.v2
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Imaging; Machine learning; Deepfakes; Human pose estimation; Upper body languages; World leader; Deep learning; Computer vision; Recurrent Neural Networks (RNNs); Long Short-term Memory(LSTM); machine learning; Forecasting
Online: 28 April 2021 (12:02:00 CEST)
ARTICLE
|
doi:10.20944/preprints202012.0205.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
History of technology; Computer Vision; Photogrammetry; Endoscopy; Computed Tomography; Convolutional Neural Networks; Structure-from-Motion; Dense Image Matching; Data Fusion; Sensor Fusion; Digital Twin; Navigation Instruments; Inertial Sensors
Online: 8 December 2020 (16:18:53 CET)
ARTICLE
|
doi:10.20944/preprints202304.1268.v1
Subject:
Public Health And Healthcare,
Physical Therapy, Sports Therapy And Rehabilitation
Keywords:
Keywords: OpenPose (OP); MediaPipe (MP); Rehabilitation; Tree Structure Skeleton Image (TSSI); Tree Structure Skeleton Color Image (TSSCI); Variational Auto Encoder (VAE); Siamese twins Neural Network; Simulator; Human body movements
Online: 30 April 2023 (07:10:50 CEST)
ARTICLE
|
doi:10.20944/preprints202203.0403.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
behavioral change prediction; learned features; deep feature learning; handcrafted features; bidirectional long-short term memory; autoencoders; temporal convolutional neural network; clinical decision support system; multisensory stimulation therapy; physiological signals.
Online: 31 March 2022 (08:38:58 CEST)
ARTICLE
|
doi:10.20944/preprints202407.2613.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
neural ordinary differential equations (NODE); comprehensive adjoint sensitivity analysis methodology for NODE (1st-CASAM-NODE); Nordheim-Fuchs reactor safety model; sensitivity analysis for model features ((1st-FASAM-N); exact sensitivities
Online: 1 August 2024 (05:34:26 CEST)
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)
REVIEW
|
doi:10.20944/preprints202404.1667.v1
Subject:
Business, Economics And Management,
Finance
Keywords:
Machine Learning (ML); Bond Market Analysis; FinTech; Supervised Learning; Unsupervised Learning; Neural Networks; Deep Learning; Time Series Analysis; Bond Market Forecasting; Risk Management in Finance; Algorithmic Trading; Data Preprocessing in Finance; Model Overfitting
Online: 25 April 2024 (11:20:21 CEST)
ARTICLE
|
doi:10.20944/preprints202208.0345.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep learning; solar radiation forecasting; model prediction; solar energy; multi climates data; generalizability; sustainability; Long Short-Term Memory (LSTM); Gated Recurrent Unit (GRU); Convolutional Neural Network (CNN); Hybrid CNN-Bidirectional LSTM; LSTM Autoencoder
Online: 18 August 2022 (10:59:18 CEST)
ARTICLE
|
doi:10.20944/preprints201906.0055.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
supercritical carbon dioxide; machine learning modeling; acid; artificial intelligence; solubility; artificial neural networks (ANN); adaptive neuro-fuzzy inference system (ANFIS); least-squares support-vector machine (LSSVM); multi-layer perceptron (MLP); engineering applications of artificial intelligence
Online: 31 July 2019 (04:35:26 CEST)
ARTICLE
|
doi:10.20944/preprints201905.0033.v1
Subject:
Computer Science And Mathematics,
Computational Mathematics
Keywords:
PV/T collector; electrical efficiency; renewable energy; intelligent models; optimization; machine learning; multilayer perceptron (MLP), artificial neural network (ANN); adaptive neuro-fuzzy inference system (ANFIS); least squares support vector machine (LSSVM); photovoltaic-thermal (PV/T)
Online: 6 May 2019 (08:10:59 CEST)
ARTICLE
|
doi:10.20944/preprints201905.0044.v2
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
bubble column reactor; machine learning; prediction; hydrodynamics; big data; Computational Fluid Mechanics, deep learning, hydroinformatics; artificial neural networks (ANNs); data science; artificial intelligence; computational fluid dynamics (CFD); adaptive network-based fuzzy inference system (ANFIS); pressure gradient
Online: 22 July 2019 (07:47:03 CEST)
ARTICLE
|
doi:10.20944/preprints201812.0009.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
smart home care (SHC); monitoring; prediction; trend detection; artificial neural network (ANN), Bayesian regulation method (BRM), wavelet transformation (WT), SPSS (statistical package for the social sciences) IBM; IoT (internet of things), activities of daily living (ADL)
Online: 3 December 2018 (07:05:04 CET)
ARTICLE
|
doi:10.20944/preprints202402.1117.v1
Subject:
Chemistry And Materials Science,
Nanotechnology
Keywords:
low-dimensional nanocarbons; nano-informatics; data-driven nanocarbon genome approach; multifactorial predictive models; universal descriptors; growth-property relationships; data-driven neural pathways; nano-interfaces; collective atomic vibrations; phonon engineering; data-driven inverse design, cyber– physical systems
Online: 20 February 2024 (08:04:03 CET)
REVIEW
|
doi:10.20944/preprints202105.0254.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep learning; deep neural networks; recurrent LSTM models; attention layers; latent variable extraction; domain adaptation; yield and growth prediction in greenhouses; energy optimization in retail refrigerator systems; verification and recognition of expiry date in retail food packaging.
Online: 11 May 2021 (15:46:14 CEST)
ARTICLE
|
doi:10.20944/preprints202401.1973.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
convolutional neural network (CNN); generative adversarial networks (GANs); gaussian mixture model (GMM); grapevine vein-clearing virus (GVCV); hyperspectral imaging (HSI); normalized difference vegetation index (NDVI); normalized difference water index (NDWI); principal component analysis (PCA); region of interest (ROI); simulated hyperspectral images (SHSI); visual geometry group (VGG-16)
Online: 29 January 2024 (08:41:15 CET)