ARTICLE
|
doi:10.20944/preprints202110.0364.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Artificial Intelligence; Machine Learning; Explainable Artificial Intelligence; Soft Sensors; Industry 4.0; Smart Manufacturing; Cyber-Physical System; Crude Oil Distillation; Debutanization; LPG Purification
Online: 25 October 2021 (15:43:08 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/preprints202003.0299.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
|
doi:10.20944/preprints201908.0180.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; smart cities; IoT; deep learning; big data; soft computing; sustainable urban development; building energy; energy demand and consumption; sustainable cities
Online: 17 August 2019 (04:11:44 CEST)
ARTICLE
|
doi:10.20944/preprints201907.0316.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
sustainability; geo-resilience support system(GRSS); chaos sets; structure health monitoring (SHM); DADO machine; RETE; TREAT; LEAPS; GATOR; Internet of Things (IoT)
Online: 28 July 2019 (14:58:59 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/preprints201809.0219.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
informal settlement indicators; very high resolution (VHR); urbanisation; sustainable development goals; object-based image analysis (OBIA); machine learning (ML); random forest (RF)
Online: 12 September 2018 (12:32:25 CEST)
ARTICLE
|
doi:10.20944/preprints202409.1741.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
National Forest Inventory; Growing stock volume; Remote sensing; Sentinel-2; airborne laser scanning; Machine Learning; random forest; support vector regression; extreme gradient boosting
Online: 23 September 2024 (13:00:01 CEST)
ARTICLE
|
doi:10.20944/preprints202409.1197.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Condition monitoring; Machine Fault Simulator; unbalancing; Multilayer Perceptron (MLP); Convolutionary Neural Network (CNN); Recurrent Neural Network (RNN) with Long Short-Term Memory (LSTM)
Online: 17 September 2024 (05:13:59 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)
ARTICLE
|
doi:10.20944/preprints202408.1230.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Human-robot collaboration; GPU-accelerated computing; computer vision; generative AI; productivity; workplace safety; real-time data processing; machine learning; business environments; operational efficiency
Online: 19 August 2024 (04:36:42 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0872.v1
Subject:
Engineering,
Other
Keywords:
porosity-based facies; borehole image logs; machine learning; sustainability; dataset integration; pre-salt carbonate reservoir; carbonate petrophysics; carbon capture storage; sustainable geological resources
Online: 13 June 2024 (11:26:33 CEST)
ARTICLE
|
doi:10.20944/preprints202310.1418.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Half-cell potential; Electrical resistivity; Impact echo; Numerical simulation; Machine learning; Multi-NDE; Corrosion; Bridge deck; concrete; Random Forest; classification algorithm; regression algorithm
Online: 23 October 2023 (08:59:09 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0051.v3
Subject:
Physical Sciences,
Quantum Science And Technology
Keywords:
Quantum K-Means; Quantum Machine Learning; Quantum Computing; K-Means Clustering; 6G Communication; Quadrature Amplitude Modulation; Quantum-Classical Hybrid Algorithms; Quantum-Inspired Algorithms
Online: 19 September 2023 (04:33:13 CEST)
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/preprints202307.1043.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Image classification; Land use/land cover mapping; Maximum likelihood; K-nearest neighbors; Random Forest; Support Vertors Machine; Landsat-8 OLI; Sentinel-2 MSI
Online: 17 July 2023 (09:23:49 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0959.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
machine learning; mechanical damage detection; pipelines; physics-informed datasets; simulations; welding detection; CNN structure optimization; sensing system; data classification performance and noise robustness
Online: 26 April 2023 (04:59:54 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0359.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
brain; pituitary adenoma; Dysembryoplastic neuroepithelial tumor; DNET; Ganglioglioma; deep learning; digital pathology; convolutional neural network; computer vision; machine learning; convolutional neural network; CNN
Online: 26 October 2021 (14:10:11 CEST)
ARTICLE
|
doi:10.20944/preprints202109.0181.v1
Subject:
Computer Science And Mathematics,
Mathematical And Computational Biology
Keywords:
Classification; stacking ensemble method; heart surgery; unbalanced data problem; hybrid predictive model; machine learning in healthcare; resampling method; Edited-Nearest-Neighbor; nonparametric test.
Online: 10 September 2021 (10:53:35 CEST)
ARTICLE
|
doi:10.20944/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)
ARTICLE
|
doi:10.20944/preprints202410.0516.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
data driven control (DDC); model predictive control (MPC); permanent magnet synchronous machine (PMSM); searching algorithm; radial basis function (RBF) neural networks (NN); interpolation technique
Online: 7 October 2024 (17:41:01 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/preprints202407.0962.v1
Subject:
Medicine And Pharmacology,
Emergency Medicine
Keywords:
deep learning; medical and biomedical image processing; aortic dissection; AI-based solution for radiology; machine learning diagnostic performance; medical imaging automated analysis; emergency radiology
Online: 11 July 2024 (12:33:57 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/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/preprints202301.0093.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Variational Auto-Encoder; topological machine learning; nonlinear dimensionality reduction; Topological Data Analysis; data visualization; representation learning; Betti number; persistence homology; simplicial complex; simplicial regularization
Online: 5 January 2023 (02:47:49 CET)
REVIEW
|
doi:10.20944/preprints202212.0139.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
Microgravity simulation; Lab-On-a-Chip (LOC); Space application; Clinostats; Rotating wall vessel (RWV); Random position machine (RPM); Diamagnetic levitation; CubeSat; Acoustic levitation; Levitation
Online: 8 December 2022 (01:59:14 CET)
ARTICLE
|
doi:10.20944/preprints202012.0546.v1
Subject:
Business, Economics And Management,
Accounting And Taxation
Keywords:
classification and regression trees; CART algorithm; design thinking; web-based prototype; engagement; ICT technologies; households; water demand management (WDM); machine learning; water consumption range
Online: 22 December 2020 (09:42:57 CET)
ARTICLE
|
doi:10.20944/preprints202004.0029.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Mobility; infrastructure; flexible pavement; pavement condition index (PCI); international roughness index (IRI); artificial intelligence (AI); predictive models; ensemble learning; structural health monitoring; machine learning
Online: 3 April 2020 (09:35:44 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/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/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/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/preprints202407.0261.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
hybrid systems; event detection; numerical integration; algorithm for correct event detection; Harel diagrams; statechart; event-continuous systems; event-discrete systems; state machine behavior; event function
Online: 3 July 2024 (02:49:40 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)
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/preprints202311.0859.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Wildfire; Remote Sensing; Geostationary Operational Environmental Satellite (GOES); Visible Infrared Imaging Radiometer Suite (VIIRS); Artificial Intelligence; Machine Learning; Deep Learning; Super-Resolution; Autoencoder; Operational Monitoring
Online: 14 November 2023 (16:54:51 CET)
ARTICLE
|
doi:10.20944/preprints202307.1098.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Artificial Intelligence; COVID-19; Digital Media, Emotions Detection; Machine Learning; Medical Informatics; Mental Health; Natural language Processing; SARS-COV-2; Social Media; Supervised Learning; Vaccination
Online: 17 July 2023 (10:16:20 CEST)
ARTICLE
|
doi:10.20944/preprints202209.0160.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
Strain gauge load cell; machine design; axial force measurement; force test bench; shape optimiza-tion; finite element method (FEM); Wheatstone bridge; amplifier circuit; calibration test
Online: 13 September 2022 (05:47:32 CEST)
ARTICLE
|
doi:10.20944/preprints202009.0491.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Short term load forecasting; STLF; deep learning; RNN; LSTM; GRU; machine learning; SVR; random forest; KNN; energy consumption; energy-intensive manufacturing; time series prediction; industry
Online: 21 September 2020 (04:19:45 CEST)
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/preprints202409.0547.v1
Subject:
Engineering,
Transportation Science And Technology
Keywords:
traffic inspection work, cognitive continuum of knowledge, data, information, applied knowledge, intelligence, wisdom, knowledge capacity for sharing, skills and values, human agent learning, memory and consciousness, ambient intelligence, algorithms and software procedures and specifications, machine learning, artificial intelligence, big data, data warehouse, culture and strategy, event execution log, stacking ensemble of machine learning models
Online: 6 September 2024 (12:37:39 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/preprints202407.1075.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/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)
REVIEW
|
doi:10.20944/preprints202407.0266.v1
Subject:
Public Health And Healthcare,
Public Health And Health Services
Keywords:
artificial intelligence in implantology; AI in dental implantology; machine learning in dental implantology; deep learning in implant dentistry; robotics in dental implantology; ai-based implant planning
Online: 2 July 2024 (16:08:01 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/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/preprints202402.1299.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Post-quantum cryptography (PQC), PQC transition timelines, hybrid quantum-classical computing, artificial intelligence, machine learning, deep learning, Grover's Adaptive Search (GAS), Harrow-Hassidim-Lloyd (HHL) Algorithm
Online: 22 February 2024 (11:54:49 CET)
ARTICLE
|
doi:10.20944/preprints202402.0317.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
Metaverse; Smart City (SC); Digital Twins (DTs); cybersecurity; Swarm Artificial Intelligence (SAI); Collaborative Deep Learning (CDL); Federated Learning (FL); Privacy-Preserving Machine Learning (PPML); blockchain; avatar
Online: 6 February 2024 (10:32:40 CET)
ARTICLE
|
doi:10.20944/preprints202401.2120.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep Learning; Natural Language Processing; Transformer-based Network; Atinuke; Attention Mechanisms; Hyperparameter Tuning; Multi-Head Attention; Embeddings; Machine Learning; Pipelines; State-of-the-Art (SOTA) Results
Online: 31 January 2024 (02:55:47 CET)
REVIEW
|
doi:10.20944/preprints202312.1449.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
Software-Defined Network (SDN), Intrusion Detection System (IDS), Machine Learning (ML), Deep Learning (DL), non-Deep Learning, OpenFlow, Control Plane, Data Plane, attack, security, and challenges.
Online: 19 December 2023 (11:18:08 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/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)
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/preprints201907.0004.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Thermal enhanced oil recovery (TEOR); temperature effect on oil/water relative; group method of data handling (GMDH) and gene expression programming (GEP), machine learning, deep learning
Online: 1 July 2019 (11:12:44 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/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)
ARTICLE
|
doi:10.20944/preprints202407.0924.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
multi-objective optimization; fairness constraints; algorithmic decision-making; efficiency equity; machine learning; data analysis; resource allocation; healthcare systems; loan approvals; personalized learning platforms; bias mitigation; ethical AI
Online: 11 July 2024 (10:21:16 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)
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/preprints202302.0066.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Smart Tourism; Sustainable Tourism; Natural language Processing (NLP); Big Data Analytics; Deep Learning; Machine Learning; Unsupervised Learning; Bidirectional Encoder Representations from Transformers (BERT); Literature Review; Smart Societies
Online: 3 February 2023 (09:47:55 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/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)
REVIEW
|
doi:10.20944/preprints202409.1685.v1
Subject:
Medicine And Pharmacology,
Pathology And Pathobiology
Keywords:
Fine Needle Aspiration Cytology (FNAC); Machine Learning (ML); Deep Learning (DL); Image-Guided; BiopsyTumor Stratification; Diagnostic Accuracy; Artificial Intelligence (AI) in Oncology; Cytopathology; Predictive Analytics; Automated Diagnosis
Online: 23 September 2024 (12:23:07 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/preprints202407.0394.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Unpalleting System; Computer Vision; Object Detection; Pattern Matching; Scale-Invariant Feature Transform (SIFT); Oriented FAST and Rotated BRIEF (ORB); Haar Cascade Classifiers; Industrial Automation; Robotic Manipulators; Machine Vision
Online: 4 July 2024 (06:58:17 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/preprints202306.0679.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
renewable energy; solar photovoltaic energy generation; prediction; gradient boosting machine (GBM); gradient boosting regressor (GBR), time series analysis; autoregressive integrated moving average (ARIMA); normalized mean absolute error (nMAE)
Online: 9 June 2023 (07:20:58 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/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/preprints202405.0116.v1
Subject:
Social Sciences,
Transportation
Keywords:
mental workload (MWL); heart rate variability (HRV); take over request (TOR); society of automotive engineers (SAE); driver cognitive impairment; human machine interface (HMI); eye tracking; driver safety; technology development
Online: 2 May 2024 (09:34:20 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)
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/preprints202201.0107.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Very short term load forecasting; VSTLF; Short term load forecasting; STLF; deep learning; RNN; LSTM; GRU; machine learning; SVR; random forest; extreme gradient boosting, energy consumption; ARIMA; time series prediction.
Online: 10 January 2022 (12:17:35 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/preprints202401.2008.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)
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/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
|
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/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)