ARTICLE
|
doi:10.20944/preprints201908.0320.v2
Subject:
Computer Science And Mathematics,
Signal Processing
Keywords:
Electrocardiography Analysis; Persistence Landscape; Signal Analysis; Machine Learning; Topological Data Analysis; Topological Signal Signature; Classification; Time Series Analysis; Biomedical Signal Analysis; Persistence Homology
Online: 2 August 2023 (10:33:09 CEST)
ARTICLE
|
doi:10.20944/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)
ARTICLE
|
doi:10.20944/preprints202306.1294.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Generalized Bayes; learning rate parameter; exponential distribution; joint type-II censoring; point predictor; prediction intervals; squared-error loss; Linex loss; general entropy loss.
Online: 19 June 2023 (05:12:04 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)
REVIEW
|
doi:10.20944/preprints202302.0209.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
artificial intelligence system; resilience; robustness; fault tolerance; graceful degradation; do-main-adaptation; meat-learning; adversarial attack; fault injection; concept drift; resilience as-sessment
Online: 13 February 2023 (09:07:36 CET)
ARTICLE
|
doi:10.20944/preprints202109.0034.v3
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Artificial intelligence; CMAPSS; consistency and local accuracy; CUSUM chart; deep learning; prognostic and health management; RMSE; sensing and data extraction; SHAP; Uncertainty; XAI
Online: 12 January 2022 (10:22:47 CET)
ARTICLE
|
doi:10.20944/preprints202111.0112.v1
Subject:
Medicine And Pharmacology,
Other
Keywords:
forensic medicine; forensic dentistry; forensic anthropology; 3D CNN; AI; deep learning; biological age determination; sex determination; 3D cephalometric; AI face estimation; growth prediction
Online: 5 November 2021 (10:00:56 CET)
ARTICLE
|
doi:10.20944/preprints202111.0070.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
COVID-19; university student; socio-demographic factors; satisfaction; perception; online learning; mental health; habits; institutions; continents; Natural Language processing; Swivel embedding; Words Cloud.
Online: 3 November 2021 (09:06:22 CET)
ARTICLE
|
doi:10.20944/preprints202109.0181.v1
Subject:
Computer Science And Mathematics,
Mathematical And Computational Biology
Keywords:
Classification; stacking ensemble method; heart surgery; unbalanced data problem; hybrid predictive model; machine learning in healthcare; resampling method; Edited-Nearest-Neighbor; nonparametric test.
Online: 10 September 2021 (10:53:35 CEST)
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
|
doi:10.20944/preprints202101.0041.v1
Subject:
Physical Sciences,
Acoustics
Keywords:
cluster variation method; entropy; approximation methods; free energy; free energy minimization; artificial intelligence; neural networks; deep learning; statistical thermodynamics; brain networks; neural connectivity
Online: 4 January 2021 (13:16:18 CET)
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/preprints201611.0033.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
genetic algorithms; parallel computation; computational complexity; algorithms; optimization techniques; traveling salesman problem; NP-Hard problems; Berlin-52 data set; machine learning; linear regression
Online: 7 November 2016 (04:57:46 CET)
REVIEW
|
doi:10.20944/preprints202409.2246.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
Deep Learning 68T07; LSTM architectures; hybrid neural networks architectures 68T99; magnetic hysteresis 78A25; Preisach model 78A99; numerical methods, global optimization 65K05; gradient methods 90C52
Online: 29 September 2024 (05:50:43 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/preprints202409.1732.v1
Subject:
Social Sciences,
Education
Keywords:
Project-Based Learning; rural education; 21st-Century Skills; Evidence-Centered Design; Depth of Knowledge; program evaluation; primary education; science skills; math skills; language skills
Online: 23 September 2024 (13:17:43 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0087.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Generalized Bayesian estimators; generalized empirical Bayesian estimators; generalized Bayesian prediction; generalized empirical Bayesian prediction; learning rate parameter; prediction, type-II censored; Monte Carlo simulations
Online: 3 September 2024 (02:50:04 CEST)
ARTICLE
|
doi:10.20944/preprints202408.1351.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
EEG Signal Processing; Motor Imagery; Common Spatial Patterns (CSP); Continuous Wavelet Transform (CWT); GoogLeNet; Transfer Learning; K Nearest Neighbors (KNN); Intrasubject Classification; Intersubject Classification
Online: 19 August 2024 (13:16:44 CEST)
REVIEW
|
doi:10.20944/preprints202408.0630.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
artificial intelligence; head and neck cancer; oral cancer; imaging techniques; deep learning; natural language processing; early detection; personalized treatment; biomarker discovery; explainable machine intelligence
Online: 9 August 2024 (03:58:48 CEST)
ARTICLE
|
doi:10.20944/preprints202407.2434.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
User Behavior Analysis; Big Data; Machine Learning; Natural Language Processing; Livestreaming E-Commerce; Text-Mining; Targeted Marketing; Strategic Decision-Making; Ethical AI; Sentiment Analysis
Online: 30 July 2024 (09:10:08 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/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/preprints202405.0813.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
complex system; data science; machine learning; particle markov chain monte carlo; suicide; system dynamics; systems science; time series data; dynamic modeling; mental health research
Online: 13 May 2024 (12:14:48 CEST)
REVIEW
|
doi:10.20944/preprints202405.0322.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Clustering; Principal Component Analysis (PCA); Meta-Analysis; Construction Industry; Data Mining; Machine Learning; Prediction Models; Workplaces Safety; Smart Technology (ST); State-of-the-art
Online: 7 May 2024 (17:12:23 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/preprints202403.0704.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
AI phobia; Artificial Intelligence; AI; natural language processing; large language models; machine learning; topics; sentiment; emotion; fear; risk; threat; news; headlines; ML; NLP; LLMs
Online: 13 March 2024 (07:03:07 CET)
ARTICLE
|
doi:10.20944/preprints202308.2013.v1
Subject:
Engineering,
Civil Engineering
Keywords:
chip seal; quality control; quality acceptance; macro-texture; mean segment depth; mean profile depth; machine learning; DBSCAN-Isolation Forest; proportion control chart; anomaly detection
Online: 30 August 2023 (10:15:21 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0105.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
urban air temperature; land surface temperature; multiple independent variables; urban heat; remote sensing data; machine learning (ML); ML-driven partial least squares regression (PLSR)
Online: 7 April 2023 (03:34:33 CEST)
ARTICLE
|
doi:10.20944/preprints202301.0083.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
mobile network data; call detail records; geospatial data; data analysis; human mobility; urban mobility; large social event; social sensing; socioeconomic status; machine learning; clustering
Online: 17 January 2023 (12:12:07 CET)
ARTICLE
|
doi:10.20944/preprints202208.0215.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
visually impaired; smart mobility; sensors; LiDAR; ultrasonic; deep learning; obstacle detection; obstacle recognition; assistive tools; edge computing; green computing; sustainability; Arduino Uno; Smart App
Online: 11 August 2022 (11:12:58 CEST)
REVIEW
|
doi:10.20944/preprints202207.0171.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
Alzheimer’s; aging; amygdala; brain plasticity; CA1; CA3; chronic stress; cognition; GABA; HIF-1; hippocampus; hypoxia; neurogenesis; Parkinson’s; prefrontal cortex; PSA-NCAM; ROS; spatial learning
Online: 12 July 2022 (04:25:55 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
|
doi:10.20944/preprints202106.0687.v1
Subject:
Physical Sciences,
Acoustics
Keywords:
automatic speech recognition (ASR); automatic assessment tools; foreign language pronunciation; pronunciation training; computer-assisted pronunciation training (CAPT); automatic pronunciation assessment; learning environments; minimal pairs
Online: 29 June 2021 (07:31:41 CEST)
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/preprints202007.0634.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
CVD rehabilitation; Local muscular endurance exercises; Exercise-based rehabilitation; Deep Learning; AlexNet; CNN; SVM; kNN; RF; MLP; PCA; multi-class classification; INSIGHT-LME dataset
Online: 26 July 2020 (15:21:08 CEST)
ARTICLE
|
doi:10.20944/preprints201905.0124.v3
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
air pollution prediction; flue gas; mercury emissions; adaptive neuro-fuzzy inference system (ANFIS); particle swarm optimization (PSO); ANFIS-PSO; hybrid machine learning model; data science; particulate matter; health hazards of air pollution; air quality
Online: 12 August 2019 (05:19:37 CEST)
ARTICLE
|
doi:10.20944/preprints202410.0683.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Medical Imaging; Gastrointestinal Polyps; Machine Learning; Smart Techniques in Healthcare; Classification problem; Logistic Regression algorithm; Multinomial classifier; Colorectal disease; Clinical Decision Support System; Medical Diagnosis
Online: 9 October 2024 (10:47:27 CEST)
ARTICLE
|
doi:10.20944/preprints202409.2121.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Well-differentiated thyroid cancer; Recurrence prediction; Unsupervised Data Engineering Methods; Dimensionality Reduction Techniques; Machine learning; Clustering; Principal Component Analysis; Truncated Singular Value Decomposition; Logistic Regression
Online: 26 September 2024 (14:45:33 CEST)
ARTICLE
|
doi:10.20944/preprints202409.1993.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
Circular Economy; Educational Innovation; Engineering Education; Experiential Learning; Higher Education; Quality Education; Small and Medium Enterprises; Responsible Consumption and Production; Supply Chain Management; Sustainable Development
Online: 25 September 2024 (12:12:48 CEST)
ARTICLE
|
doi:10.20944/preprints202408.0902.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Scoliosis; Cobb’ s Angle; Land-marking; Segmentation; X-rays; Deep Learning; Contrast Adaptive Histogram Equalization (CLAHE); Serialization; Deserialization
Online: 13 August 2024 (10:48:47 CEST)
ARTICLE
|
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
|
doi:10.20944/preprints202406.1115.v1
Subject:
Business, Economics And Management,
Business And Management
Keywords:
Digital Transformation; Supply Chain Management; Adaptive Strategies, Leadership in Digital Change; Organizational Culture; Strategic Planning; Technology Integration; Employee Training; Digital Literacy; Continuous Learning; Skill Development
Online: 17 June 2024 (08:03:50 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0837.v1
Subject:
Biology And Life Sciences,
Life Sciences
Keywords:
rare disease; genomics; explainable; machine learning; pathogenic; variant consequence; classification; prioritization
Online: 12 April 2024 (09:59:40 CEST)
REVIEW
|
doi:10.20944/preprints202403.0079.v1
Subject:
Engineering,
Mining And Mineral Processing
Keywords:
Measure While Drilling (MWD); Open-pit mining; Subsurface characterization; Machine Learning (ML); Data acquisition; Rock properties; Geochemical analysis; Artificial Intelligence (AI); Predictive modeling; Feature Importance
Online: 4 March 2024 (09:29:05 CET)
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)
REVIEW
|
doi:10.20944/preprints202312.0205.v2
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
Artificial Intelligence; Machine Learning; Open Extended Detection and Response; Intrusion Detection Systems; Endpoint Detection and Response; Security Information and Event Management; Threat Detection and Response
Online: 3 January 2024 (02:05:06 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/preprints202307.1148.v1
Subject:
Social Sciences,
Tourism, Leisure, Sport And Hospitality
Keywords:
sustainable development education; environment protection; environmental psychology; reflex-ive process; responsible behavior; rural community; rural tourism; sustainability learning; sus-tainable tourism and hospitality; travel experience
Online: 18 July 2023 (04:15:18 CEST)
ARTICLE
|
doi:10.20944/preprints202003.0458.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Momentum Maps; Cocycles; Lie Group Actions; Coadjoint Orbits; Variational Integrators; (Multi)symplectic Integrators; Fisher Metric; Gibbs Probability Density; Entropy; Lie Group Machine Learning; Casimir Functions
Online: 31 March 2020 (10:28:16 CEST)
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/preprints201711.0193.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
computational intelligence; quantum hybrid intelligent systems; quantum machine learning; medical image processing; disease diagnosis; Fuzzy k-NN; Quantum-behaved PSO; cervical smear images; cancer detection
Online: 30 November 2017 (07:21:00 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)
REVIEW
|
doi:10.20944/preprints202409.2014.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Power-to-X; Machine Learning; Power-to-Gas; Power-to-Liquid; Power-to-Heat; Data-Driven Optimization; Energy Storage; Green Hydrogen; Green Ammonia; Sustainable Aviation Fuel
Online: 26 September 2024 (05:49:13 CEST)
ARTICLE
|
doi:10.20944/preprints202409.1299.v1
Subject:
Public Health And Healthcare,
Public Health And Health Services
Keywords:
Mental health; Machine learning; Artificial intelligence; Big data; Predictive modeling; Smartphone sensors; Just-in-time adaptive interventions; Digital biomarkers; Clinical integration; Technology adoption; Data-driven healthcare
Online: 17 September 2024 (09:14:22 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0869.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
embodied AI, human-machine collaboration, dynamic environments, robotics, physical interaction, adaptive learning, situational awareness, real-time decision-making, human-computer interaction, AI in the physical world.
Online: 10 July 2024 (14:00:13 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0485.v1
Subject:
Environmental And Earth Sciences,
Water Science And Technology
Keywords:
Slaughterhouse wastewater and sludge; 1H NMR relaxometry and diffusometry; VIS-nearIR spectroscopy; pH, EC and TDS measurements; PCA-principal component analysis; AI-prediction using Machine Learning
Online: 5 July 2024 (13:53:26 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0621.v1
Subject:
Environmental And Earth Sciences,
Soil Science
Keywords:
Biosolids; organo-mineral fertilizers; 1H NMR relaxometry and double-quantum, 1H and 13C NMR, FT-IR and UV-VIS spectroscopy, PCA statistical analysis; machine learning predictions.
Online: 11 June 2024 (09:54:44 CEST)
ARTICLE
|
doi:10.20944/preprints202405.0933.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Comparative Analysis; Educational Data Mining; Educational Predictive Modelling; (XAI); Feature Importance; Machine Learning Interpretability; Model Transparency; Predictive Analytics in Education; Student Adaptability; AI in Education Policy
Online: 14 May 2024 (10:00:45 CEST)
ARTICLE
|
doi:10.20944/preprints202403.1106.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Change Detection; Remote Sensing; Aerial Images; Deep Learning; Convolution Neural Network (CNN); Recurrent Neural Network (RNN); Sustainable Development; Benchmarking; Generalization; Model Evaluation; Contour Analytics; Robustness Analysis
Online: 20 March 2024 (04:40:23 CET)
ARTICLE
|
doi:10.20944/preprints202402.1324.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
heat wave; heatwaves detection; land surface heatwaves; data gap-filling; machine learning algorithm; random forest regression; spatio-temporal databases; geospatial analysis; air temperature; land surface temperature
Online: 23 February 2024 (08:40:08 CET)
ARTICLE
|
doi:10.20944/preprints202312.1201.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Clustering; Machine learning; Clustering Algorithms; Clustering Criteria; Clustering Platform; Clustering Criteria; Big Data; horizontal scaling platforms; MapReduce; Spark; P2P; vertical scaling platforms; Multi-cores; GPU; FPGA
Online: 15 December 2023 (15:03:34 CET)
ARTICLE
|
doi:10.20944/preprints202305.0058.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Autonomous Vehicles (AVs); LiDAR (Light Detection and Ranging); Point Clouds; Clustering Algorithms; Multi-Target Tracking (MTT); Object Detection; Sensor Fusion; Deep Learning; 3D Point Cloud Segmentation
Online: 2 May 2023 (05:04:57 CEST)
ARTICLE
|
doi:10.20944/preprints202302.0315.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Length of stay estimation; Admission rate characterization; Resource requirement forecasting; Patientcare modelling; Hospital capacity planning; Phase type survival trees; Machine Learning; Health ML Extended Health Intelligence
Online: 20 February 2023 (01:38:22 CET)
ARTICLE
|
doi:10.20944/preprints202101.0412.v2
Subject:
Biology And Life Sciences,
Insect Science
Keywords:
laser for mosquito control; deep learning for mosquito control; insect detection; mosquito neutralization; pest detection; insect recognition; Raspberry Pi3; Raspberry Pi4; OpenCV for small object detect
Online: 2 August 2021 (16:44:07 CEST)
REVIEW
|
doi:10.20944/preprints202006.0078.v1
Subject:
Biology And Life Sciences,
Immunology And Microbiology
Keywords:
COVID-19; vaccine; vaccine development; vaccine discovery; systems biology; machine learning; platform technologies; adjuvants; smart clinical trials; human genetics; regulatory convergence; real world evidence; vaccines safety
Online: 7 June 2020 (10:11:02 CEST)
ARTICLE
|
doi:10.20944/preprints201811.0293.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
machine Learning (ML); artificial neutral network (ANN); bagging decision tree (BDT); SUpport Vector Machines (SVM); no free lunch theorem (NFLT); hyperparameter optimisation; model comparison; heat meter
Online: 13 November 2018 (04:41:07 CET)
ARTICLE
|
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
|
doi:10.20944/preprints202410.1215.v1
Subject:
Computer Science And Mathematics,
Computer Networks And Communications
Keywords:
Internet of Things; Internet of Battlefield Things; Internet of Medical Things; Internet of Agricultural Things; Artificial Intelligence; Machine Learning; Deep Learning; AI-Driven Security; Cloud Computing; Cloud Security; Cybersecurity; IoT Security; IoT Vulnerabilities; Hardware Security; Software Security; Network Security; Wireless Sensor Networks; Wireless Communication Protocols; IoT Protocols; Intrusion Detection System; Vulnerability Analysis; Attack Mitigation; Penetration Testing
Online: 15 October 2024 (18:15:59 CEST)
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/preprints202407.1111.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep Residual Networks, 3D Physics Simulator, Rigid Body Dynamics, Elastic Collisions, Fluid Friction, Gravitational Effects, Damping, Torch, Machine Learning, Computational Physics
Online: 15 July 2024 (10:12:16 CEST)
REVIEW
|
doi:10.20944/preprints202406.1834.v1
Subject:
Physical Sciences,
Biophysics
Keywords:
Particle Dynamics; Molecular Diffusion; Molecular Trajectory Statistics; Single-Molecule Analysis; Single Molecule Tracking; Machine Learning in Biology; Quantitative Microscopy; Quantitative Biology; Hidden Markov Models; Moment Scaling Spectrum
Online: 27 June 2024 (03:59:24 CEST)
REVIEW
|
doi:10.20944/preprints202406.1366.v2
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
You Only Look Once; YOLO; YOLOv10 to YOLOv1; CNN; Deep learning; Object detection; Artificial intelligence; Computer vision; Healthcare; Autonomous Vehicles; Industrial manufacturing; Surveillance; Agriculture; YOLOv10; YOLOv9; YOLOv8
Online: 24 June 2024 (08:50:30 CEST)
ARTICLE
|
doi:10.20944/preprints202102.0622.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Frequency Estimation; Deep Learning (DL); Sensors; Internet of Things (IoT); Short Word-Length (SWL); Software-Defined Radio (SDR); Parallel-Computing FFT; Low-Power; Low-Cost; Biomedical Sensors.
Online: 26 February 2021 (15:22:14 CET)
REVIEW
|
doi:10.20944/preprints202102.0409.v1
Subject:
Social Sciences,
Education
Keywords:
Professional development for scientists; tenure-track faculty; tenure; professoriate; professional development practicum; professional development experiential learning; Accomplishing Career Transitions; American Society for Cell Biology; Minorities Affairs Committee
Online: 18 February 2021 (10:43:19 CET)
ARTICLE
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Lie Groups Thermodynamics; Lie Group Machine Learning; Kirillov Representation Theory; Coadjoint Orbits, Moment Map; Covariant Gibbs Density; Maximum Entropy Density; Souriau-Fisher Metric; Generalized Casimir Invariant Function
Online: 6 March 2020 (02:49:26 CET)
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/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/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)
REVIEW
|
doi:10.20944/preprints202408.1827.v1
Subject:
Computer Science And Mathematics,
Mathematical And Computational Biology
Keywords:
Predictive Toxicology; Omics Technologies; Machine Learning; Structure-Activity Relationship; Fragment-Based Drug Design; Microphysiological Systems; Physiologically Based Pharmacokinetic Modeling; Virtual Screening; Biochemical Targets; Automated De Novo Drug Design
Online: 26 August 2024 (11:31:51 CEST)
REVIEW
|
doi:10.20944/preprints202407.2287.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
artificial intelligence (AI); machine learning (ML); mobile computing; nuclear power plant (NPP); internet of thing (IoT); cloud computing; prediction algorithms; cybersecurity; data collection; safety and reliability
Online: 29 July 2024 (10:18:24 CEST)
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/preprints202108.0545.v1
Subject:
Medicine And Pharmacology,
Anesthesiology And Pain Medicine
Keywords:
Composite score; Machine learning; PSPS; Failed Back Surgery Syndrome (FBSS); Chronic pain; Pain Intensity; Quality of Life; Pain Mapping; Pain Surface; Functional Capacity; Psychological Distress; Anxiety and Depression
Online: 30 August 2021 (13:04:51 CEST)
ARTICLE
|
doi:10.20944/preprints202307.1303.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Artificial Intelligence and Machine Learning (AI/ML); Cyber vulnerability management; Software Bill of Materials (SBOM); Vulnerability-Exploitability eXchange (VEX); Common Security Advisory Framework (CSAF); Software Supply Chain Cyber Risk
Online: 19 July 2023 (07:16:14 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/preprints202201.0049.v2
Subject:
Medicine And Pharmacology,
Dentistry And Oral Surgery
Keywords:
dental pattern; forensic anthropology; forensic odontology; forensic dentistry; forensic radiolo-gy; forensic chemistry; forensic science; machine learning; identification; dental materials; acid solution; dissolution; sulfuric acid; dentition; teeth; acid degradation
Online: 24 February 2022 (03:41:16 CET)
ARTICLE
|
doi:10.20944/preprints201910.0238.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
hybrid machine learning model; transportation infrastructure; flexible pavement; remaining service life prediction; pavement condition index; support vector regression; fruit fly optimization algorithm (foa); gene expression programming (gep); svr-foa
Online: 20 October 2019 (17:11:10 CEST)
ARTICLE
|
doi:10.20944/preprints202408.1116.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Extreme learning machine; Crown porcupine optimisation algorithm; Adaptive bandwidth kernel function density estimation algorithm
Online: 15 August 2024 (22:47:30 CEST)
REVIEW
|
doi:10.20944/preprints202402.0227.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Financial Trading Systems; Real-Time Alert Systems; SpringBoot; Microservices Architecture; Machine Learning in Finance; DataProcessing; Apache Kafka; Blockchain in Financial Systems; Cloud Computing; User Interface Design
Online: 5 February 2024 (06:21:37 CET)
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)
CONCEPT PAPER
|
doi:10.20944/preprints202302.0069.v1
Subject:
Business, Economics And Management,
Human Resources And Organizations
Keywords:
Skills Shortage; AI; Work 4.0; Digital Transformation; Digital Transformation; Adaptive Learning; Skill Development; HCI; Artificial Intelligence; Recruitment and Selection; Human Resources Infor-mation Systems; Augmentation; Substitution of Workforce; Augmentation Strategies
Online: 3 February 2023 (10:09:41 CET)
ARTICLE
|
doi:10.20944/preprints202008.0470.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Amyotrophic Lateral Sclerosis (ALS); Fronto-Temporal-Lobar-Dementia; Tauopathies; synaptic plasticity; long-term potentiation; spatial learning; inositol signaling; neurexin; K-homology RNA-binding domain; Fragile-X-associated Tremor-Ataxia syndrome
Online: 21 August 2020 (04:39:19 CEST)
ARTICLE
|
doi:10.20944/preprints202401.2008.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Transient M/M/1; Information Geometry (IG); statistical manifold (SM); queue manifold (QM); Information Geodesic equations of motion (IEMs); Fisher Information matrix (FIM); Inverse Fisher Information matrix (IFIM); Machine Learning (ML)
Online: 29 January 2024 (09:28:49 CET)
REVIEW
|
doi:10.20944/preprints202006.0007.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
3D printing; Agriculture 4.0; Artificial of intelligence; Blockchain; Big Data; Coronavirus; Education 4.0; Energy 4.0; Finance 4.0; Globalization 4.0; Healthcare 4.0; Industry 4.0 technologies; Internet of Things; Learning Factory; Logistic 4.0
Online: 2 June 2020 (15:02:07 CEST)
REVIEW
|
doi:10.20944/preprints201912.0276.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
IoT in Healthcare; IoT in Vehicular Networks; Behaviors and Decision Making, IoT in Learning Environments; IoT in Mining; Io IoT in Energy Systems; IoT in Smart Cities; Sensors; Low Power Networks
Online: 20 December 2019 (12:37:09 CET)
ARTICLE
|
doi:10.20944/preprints201905.0079.v1
Subject:
Engineering,
Civil Engineering
Keywords:
machine learning, computational fluid dynamics (CFD), hybrid model, adaptive neuro-fuzzy inference system (ANFIS), artificial intelligence, big data, prediction, forecasting, optimization, hydrodynamics, fluid dynamics, soft computing, computational intelligence, computational fluid mechanics
Online: 7 May 2019 (11:30:56 CEST)
ARTICLE
|
doi:10.20944/preprints202410.2156.v1
Subject:
Control And Systems Engineering,
Engineering
Keywords:
UAV sound distance; CNNs; RNNs; SimpleRNN; LSTM; BiLSTM; GRU; CNN-BiLSTM; UAV sound classification; Kapre method; melspectrogram; deep learning; drone sound detection; real-time UAV sound detection; fusion; voting system; hybrid models
Online: 28 October 2024 (10:47:14 CET)
ARTICLE
|
doi:10.20944/preprints202409.2284.v1
Subject:
Engineering,
Architecture, Building And Construction
Keywords:
Urban Heat Islands (UHIs); Surface Urban Heat Island (SUHI); Remote Sensing; Satellite images; Geographic Information System (GIS); Data-driven modelling; Machine Learning (ML); Local Climate Zones (LCZ); Settlement morphologies, Mitigation measures; Urban Planning
Online: 30 September 2024 (10:20:16 CEST)