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)
ARTICLE
|
doi:10.20944/preprints202410.1290.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
Artificial Intelligence Integration; Large Language Models; Multidisciplinary Tumor Boards; Non-inferiority CONCORDIA Trial; SCS; Urological Cancer Treatment; Validation Study; Clinical Decision Support; Artificial Neural Network
Online: 16 October 2024 (16:26:36 CEST)
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/preprints202410.1354.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
HybridGNN; maximum matching; bipartite Graphs; graph neural networks (GNN); time complexity; graph attention networks (GAT); graph isomorphism networks (GIN); self-supervised learning; mixed precision training
Online: 17 October 2024 (10:45:25 CEST)
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)
ARTICLE
|
doi:10.20944/preprints202410.1110.v1
Subject:
Engineering,
Safety, Risk, Reliability And Quality
Keywords:
neural ordinary differential equations (NODE); first-order sensitivities of decoder responses; second-order sensitivities of decoder responses; first-level adjoint sensitivity systems; second-level adjoint sensitivity systems; features/functions of model parameters
Online: 15 October 2024 (09:00:32 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/preprints202410.1118.v1
Subject:
Engineering,
Safety, Risk, Reliability And Quality
Keywords:
neural ordinary differential equations; second-order adjoint sensitivity analysis; first-order and second-order sensitivities of decoder responses with respect to features of model parameters; Nordheim-Fuchs phenomenological model for reactor safety; energy release decoder response; heat transfer decoder response
Online: 15 October 2024 (12:34:43 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)