ARTICLE
|
doi:10.20944/preprints202303.0192.v1
Subject:
Biology And Life Sciences,
Anatomy And Physiology
Keywords:
Phenome; Matrisome; Matreotype; Phenotype; Extracellular Matrix; Data Mining; SNP; PheWAS; GWAS; Electronic Health Records; Drug Repurposing; Precision Medicine; Collagen; Human
Online: 10 March 2023 (09:34:15 CET)
ARTICLE
|
doi:10.20944/preprints202302.0310.v1
Subject:
Computer Science And Mathematics,
Mathematics
Keywords:
Unmanned Aerial Vehicle; Facility Location Problem; Mission Planning; Restricted Airspace; UAS Geographical Zone; Water Search & Rescue; Open Source Georeferenced Data
Online: 17 February 2023 (11:46:40 CET)
ARTICLE
|
doi:10.20944/preprints202212.0565.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Digitainability; Digitalization; Sustainability; Artificial Intelligence; Blockchain; Smart homes; Big data; Sustainable Development; SDGs; Technology Assessment Framework; Agenda 2030; Digital Age
Online: 30 December 2022 (01:32:00 CET)
ARTICLE
|
doi:10.20944/preprints202210.0472.v1
Subject:
Computer Science And Mathematics,
Data Structures, Algorithms And Complexity
Keywords:
media; journalism; deep journalism; labor markets; Great Resignation; Quiet Quitting; Millennials; Generation Z; Big Data Analytics; Natural Language Processing (NLP)
Online: 31 October 2022 (08:33:34 CET)
ARTICLE
|
doi:10.20944/preprints202207.0039.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Autonomous vehicles (A.V.); Anomaly Detection (A.D.); Deep Learning (DL), Symmetry; Long Short-Term Memory (LSTM); False Data Injection (FDI) Attacks
Online: 4 July 2022 (08:14:45 CEST)
ARTICLE
|
doi:10.20944/preprints202111.0530.v1
Subject:
Computer Science And Mathematics,
Robotics
Keywords:
robot vision; compound eye; two-dimensional model; distance measurement; azimuth measurement; deep learning; training data set generation; deep neural network
Online: 29 November 2021 (12:28:15 CET)
ARTICLE
|
doi:10.20944/preprints202111.0189.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
InSAR; TanDEM-X; forest degradation; biomass change; Synthetic Aperture Radar; SAR; Carbon cycle; Satellite data; Earth Observation; DLR; X-band
Online: 9 November 2021 (15:43:37 CET)
ARTICLE
|
doi:10.20944/preprints202109.0129.v1
Subject:
Public Health And Healthcare,
Primary Health Care
Keywords:
antimicrobial resistance; antibiotic prescribing; acute non-complicated infections; primary care; data-based feedback; mixed logistic regression model; multi-faceted intervention
Online: 7 September 2021 (13:54:02 CEST)
ARTICLE
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
attention mechanism; building mapping; data fusion; EfficientNet; HAFNet; high-resolution imagery (HRI); light detection and ranging (LiDAR); mapping; urban areas
Online: 19 August 2021 (08:50:20 CEST)
ARTICLE
|
doi:10.20944/preprints202010.0328.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
wearable biosensors; wireless technology; human grip force; motor control; complex task-user systems; expertise; multivariate data; correlation analysis; functional analysis
Online: 15 October 2020 (15:13:43 CEST)
ARTICLE
|
doi:10.3390/sci2040061
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
industry4.0; fault detection; fault diagnosis; random forest; diagnostic graph; distributed diagnosis; model-based; data-driven; hybrid approach; hydraulic test rig
Online: 24 September 2020 (00:00:00 CEST)
ARTICLE
|
doi:10.20944/preprints202007.0548.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
industry4.0; fault detection; fault diagnosis; random forest; diagnostic graph; distributed diagnosis; model-based; data-driven; hybrid approach; hydraulic test rig
Online: 23 July 2020 (11:26:41 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/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)
REVIEW
|
doi:10.20944/preprints202408.0339.v1
Subject:
Biology And Life Sciences,
Life Sciences
Keywords:
Dilophosaurus wetherilli; cranial crests; theropod dinosaurs; Early Jurassic; morphological data; behavioral theories; fossil discoveries; comparative anatomy; biomechanical studies; display purposes; thermoregulation; defensive mechanisms; cranial anatomy; postcranial anatomy; evolutionary pressures; sexual dimorphism; social behavior; urvival; social interactions; early theropods; functional morphology
Online: 6 August 2024 (12:33:20 CEST)
ARTICLE
|
doi:10.20944/preprints202407.2026.v1
Subject:
Business, Economics And Management,
Accounting And Taxation
Keywords:
Computerized accounting information system; performance of SMS; business enterprises; financial reporting; quality, decision-making; quantitative; data; questionnaire; reliability; validity; management reference
Online: 25 July 2024 (11:12:07 CEST)
ARTICLE
|
doi:10.20944/preprints202401.1266.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Malfunction detection, air-forced power transformers, cooling fans, acoustic features, learning algorithms, data augmentation, joint time-frequency feature extraction.
Online: 17 January 2024 (11:25:41 CET)
ARTICLE
|
doi:10.20944/preprints202311.1495.v1
Subject:
Medicine And Pharmacology,
Epidemiology And Infectious Diseases
Keywords:
2 x 2 table; χ2 test; likelihood ratio test; G-test; likelihood; odds ratio; data integrity; too good to be true
Online: 23 November 2023 (09:52:23 CET)
ARTICLE
|
doi:10.20944/preprints202308.0517.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
tourism monitoring; tourist profile of the territory; ontology; collection of data from open sources; analysis of reviews; web service; cloud platform
Online: 8 August 2023 (08:39:31 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0423.v1
Subject:
Physical Sciences,
Atomic And Molecular Physics
Keywords:
diatomic molecules; carbon Swan bands; laser-plasma; data analysis; laser induced breakdown spectroscopy; combustion; time-resolved spectroscopy; spectra fitting program; astrophysics
Online: 6 May 2023 (10:59:55 CEST)
REVIEW
|
doi:10.20944/preprints202206.0134.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
smart factory; advanced manufacturing; intelligent manufacturing; Cyber Manufacturing; Cyber Physical Systems; Internet of Things; Industry 4.0; Artificial Intelligence; data driven manufacturing
Online: 9 June 2022 (04:05:14 CEST)
REVIEW
Subject:
Biology And Life Sciences,
Neuroscience And Neurology
Keywords:
Analysis of variance; Variance-decomposition; The Bayesian brain; High-dimensional data; Association; Explanation; Prediction; Causation; The neural law of large numbers
Online: 23 September 2021 (11:13:08 CEST)
ARTICLE
|
doi:10.20944/preprints202003.0297.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Data Mining; Alzheimer’s Dementia; Composite Hybrid Feature Selection; Machine learning; Stack Hybrid Classification; AI Techniques; Classification; AD Diagnose; Clinical AD Dataset
Online: 19 March 2020 (10:52:31 CET)
ARTICLE
|
doi:10.20944/preprints201805.0149.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Atmospheric path-radiance; change analysis; detail injection modeling; haze; data fusion; normalized differential vegetation index (NDVI); pan-sharpening; radiative transfer; vegetation.
Online: 9 May 2018 (15:11:25 CEST)
ARTICLE
|
doi:10.20944/preprints201801.0139.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
data logger; environmental monitoring network; open source; submersible; under-water; critical zone observatory; cave; Yucatan Peninsula, vadose hydrology; subterranean karst estuary
Online: 16 January 2018 (10:40:15 CET)
TECHNICAL NOTE
|
doi:10.20944/preprints202312.2057.v1
Subject:
Chemistry And Materials Science,
Nanotechnology
Keywords:
low-dimensional nanocarbons; machine learning-powered inverse design; data-driven carbon nanomaterials genome approach; deep learning neural networks; multifactorial neural network predictive models; growth-property relationships; universal descriptors; collective atomic vibrations; nano-enhanced interfaces
Online: 27 December 2023 (05:53:15 CET)
ARTICLE
|
doi:10.20944/preprints202405.1733.v1
Subject:
Medicine And Pharmacology,
Cardiac And Cardiovascular Systems
Keywords:
adaptive learning; supervised learning; data streams; reproducing kernel hilbert spaces (RKHS); sparsity constraint; concept drift; online learning; model adaptation; regularization; computational efficiency
Online: 27 May 2024 (10:21:06 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0087.v1
Subject:
Public Health And Healthcare,
Public, Environmental And Occupational Health
Keywords:
surveys and questionnaires; diagnostic imaging; magnetic resonance imaging; epidemiology; public health; big data; COVID-19; environmental pollution; rural health services; population health
Online: 1 April 2024 (12:27:45 CEST)
ARTICLE
|
doi:10.20944/preprints202312.1884.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
battery electric bus (BEB); energy model; energy saving cost; fleet management and charging system design model; route analysis model; uncertain operating data
Online: 26 December 2023 (03:57:34 CET)
ARTICLE
|
doi:10.20944/preprints202311.1385.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
machine learning: classification; support vector machines; random forest classifier; outlier detection; feature selection; data augmentation; hand shape recognition; sign language; virtual reality
Online: 22 November 2023 (05:51:51 CET)
ARTICLE
|
doi:10.20944/preprints202307.0789.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
accuracy; data-driven approach, feed forward neural network; gated recurrent unit; hyper-parameters tuning; long short-term memory; short-term demand forecasting
Online: 12 July 2023 (11:29:06 CEST)
ARTICLE
|
doi:10.20944/preprints202105.0226.v2
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
energy efficiency; electric drive; electric motor control; frequency converter; Industrial Internet of Things; edge computing; Big Data; Key Performance Indicators; KPI; dashboard
Online: 8 September 2021 (13:15:18 CEST)
ARTICLE
|
doi:10.20944/preprints202105.0255.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
keystroke dynamics; typing pattern; keystroke data set; user authentication; user identification; free text typing; keystroke dynamics researches; keystroke analysis; biometrics; keystroke characteristics
Online: 11 May 2021 (15:50:34 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0344.v1
Subject:
Medicine And Pharmacology,
Epidemiology And Infectious Diseases
Keywords:
Deep phenotyping; AI; 2D and 3D facial scans; Genetic diseases; Early treatment; Big data; 2D and 3D facial scans; Facial traits; Healthcare; Citizen privacy; Ethical concerns; EU legal framework; Forensic medicine; Orwellian ramifications
Online: 14 April 2023 (03:56:59 CEST)
REVIEW
|
doi:10.20944/preprints202004.0187.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
3D printing; Artificial intelligence; Big Data; Crafting the Future; Digital Strategy 2025; High-Tech Strategy 2025; ICT policy; Industry 4.0; Initiative; Internet of things; Made in China 2025; Make in India; M-Pesa; Public-private partnership; Society 5.0
Online: 12 April 2020 (09:08:45 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)
REVIEW
|
doi:10.20944/preprints202307.1000.v1
Subject:
Public Health And Healthcare,
Public Health And Health Services
Keywords:
Hospital readmission reduction; Predictive modeling in healthcare; Patient-centered care and AI technologies; Data governance and privacy; Ethical considerations of AI in healthcare
Online: 14 July 2023 (09:13:04 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/preprints201806.0155.v1
Subject:
Environmental And Earth Sciences,
Space And Planetary Science
Keywords:
essential climate variables; climate data records; earth observation satellites; quality assurance; traceability; user requirements; climate applications; surface albedo; LAI; FAPAR; NO2; HCHO; CO
Online: 11 June 2018 (11:24:59 CEST)
REVIEW
|
doi:10.20944/preprints202407.2089.v2
Subject:
Biology And Life Sciences,
Life Sciences
Keywords:
Gigantism in theropods; Giganotosaurus carolinii; Body size evolution; Theropod morphology; Ecological roles; Apex predator; Skeletal morphology; Comparative anatomy; Paleoenvironmental data; Evolutionary pressures; Biological constraints; Physiological adaptations; Ecological adaptations; Cretaceous environment; Prey dynamics; Interspecies interactions; Ecosystem structure; Paleontological implications; Theropod behavior; Paleoecological landscape
Online: 7 August 2024 (23:13:43 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/preprints202303.0347.v1
Subject:
Arts And Humanities,
Religious Studies
Keywords:
earth centered inertial; geodetic coordinate systems; digital model of terrain; digital model of the protected area; network data model; network of mobile sensory units
Online: 20 March 2023 (07:00:29 CET)
ARTICLE
|
doi:10.20944/preprints202107.0385.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Visual Question Generation; Visual Question Answering; Variational Autoencoders; Radiology Images; Domain Knowledge; UMLS; Data Augmentation; Computer Vision; Natural Language Processing; Artificial Intelligence; Medical Domain.
Online: 16 July 2021 (16:18:56 CEST)
CONCEPT PAPER
|
doi:10.20944/preprints202105.0581.v1
Subject:
Medicine And Pharmacology,
Immunology And Allergy
Keywords:
Healthcare; Internet of Things; Smart hospitals; Big data; Cloud computing; Blockchain; Electronic health records; Smart-health; IOT-Healthcare; Healthcare sensors; Remote health monitoring; Healthcare
Online: 24 May 2021 (15:10:31 CEST)
ARTICLE
Subject:
Chemistry And Materials Science,
Analytical Chemistry
Keywords:
glycolipidomics; GIPC; glycosyl inositol phospho ceramides; Lipid Data Analyzer; lipidomics; sphingolipids; ultra-high pressure liquid chromatography; high-resolution mass spectrometry; LC-MS; automated annotation
Online: 8 September 2020 (12:34:56 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/preprints202312.1161.v1
Subject:
Physical Sciences,
Astronomy And Astrophysics
Keywords:
Atomic data; transition probabilities; photoionization cross sections; electron-ion recombination cross sections and rate coefficients; lifetimes; electron-impact excitation; Line ratios; third generation synchrotron radiation
Online: 15 December 2023 (12:09:55 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/preprints202309.0849.v1
Subject:
Medicine And Pharmacology,
Medicine And Pharmacology
Keywords:
COVID-19 vaccines; SARS-CoV-2; vaccine safety; pharmacovigilance; vaccination campaigns; adverse event; negative binomial distribution; Poisson-inverse Gaussian distribution; model diagnostics; real-world data
Online: 13 September 2023 (07:51:40 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0452.v2
Subject:
Engineering,
Aerospace Engineering
Keywords:
Reduced order models; Higher order singular value decomposition; Health monitoring; Aeroengines; Predictive maintenance; Degradation parameters; Sensors scaling; Turbine inlet temperature; Gradient-like methods; Noisy data
Online: 11 July 2023 (08:22:53 CEST)
ARTICLE
|
doi:10.20944/preprints201808.0352.v2
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
artificial intelligence; color naming; color constancy; cognitive science; computer vision; object-based image analysis (OBIA); physical and statistical data models; radiometric calibration; semantic content-based image retrieval; spatial topological and spatial non-topological information components
Online: 28 August 2018 (07:57:02 CEST)
CONCEPT PAPER
|
doi:10.20944/preprints202312.2265.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
thermionic energy conversion; carbyne; 2D-ordered linear-chain carbon; multilayer carbyne-enriched 3D-shaped nano-interfaces; phonon waves; collective atomic vibrations; synergistic effects; material genome technology; data-driven carbon nanomaterials genome approach; machine learning-powered inverse design; Lunar & Martian research missions
Online: 29 December 2023 (09:17:03 CET)
ARTICLE
|
doi:10.20944/preprints202407.1075.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
financial market prediction; machine learning; supervised learning; unsupervised learning; reinforcement learning; deep learning; neural networks; alternative data; stock prices; currency exchange rates; commodity prices; model interpretability.
Online: 12 July 2024 (23:57:06 CEST)
ARTICLE
|
doi:10.20944/preprints202401.1025.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Demand flexibility; demand variability; electric power; demand response (DR); data analysis; differential tariff scheme; Time-of-use (ToU); Advanced Metering Infrastructure (AMI); smart metering; smart meters
Online: 14 January 2024 (15:58:44 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/preprints202305.0975.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/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)
ARTICLE
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Model-Based Systems Engineering; Category Theory; Object-Process Methodology; Model Analytics; Concept-Model-Graph-View-Concept; Graph Data Structures; Graph Query; Decision Support Matrix; Matrix-Based Analysis
Online: 18 February 2021 (12:27:50 CET)
ARTICLE
|
doi:10.20944/preprints202407.2002.v1
Subject:
Medicine And Pharmacology,
Cardiac And Cardiovascular Systems
Keywords:
Logistic Regression Model; Post-operative Mortality; Emergency Cardiac Surgeries; Predictive Accuracy; Clinical Decision-Making; ASA Classification; Elixhauser Comorbidity Index; Preoperative Factors; AUROC (Area Under the Receiver Operating Characteristic Curve); AUPRC (Area Under the Precision-Recall Curve); Model Performance Metrics; Preoperative Prothrombin Time; Traditional Risk Assessment Tools; Tertiary Hospital Data; Patient Outcomes
Online: 25 July 2024 (09:39:22 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/preprints201803.0021.v2
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
map processing; retrospective landscape analysis; visual data mining, image retrieval, low-level image descriptors, color moments, t-distributed stochastic neighborhood embedding, USGS topographic maps, Sanborn fire insurance maps
Online: 17 April 2018 (09:23:37 CEST)
ARTICLE
|
doi:10.20944/preprints202312.2052.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Continual learning;
Class-incremental learning;
Incremental learning;
Lifelong learning;
Learning on the fly;
Online learning;
Dynamic learning;
Learning with limited data;
Adaptive learning;
Sequential learning;
Learning from streaming data;
Learning from non-stationary distributions;
Never-ending learning;
Learning without forgetting;
Catastrophic forgetting;
Memory-aware learning
Class-incremental learning;
Incremental learning;
Lifelong learning;
Learning on the fly;
Online learning;
Dynamic learning;
Learning with limited data;
Adaptive learning;
Sequential learning;
Learning from streaming data;
Learning from non-stationary distributions;
Never-ending learning;
Learning without forgetting;
Catastrophic forgetting;
Memory-aware learning
Online: 27 December 2023 (04:19:26 CET)
ARTICLE
|
doi:10.20944/preprints201901.0325.v1
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
agriculture; grain and products of its processing; competitiveness; prices; production volumes; export; import; price competitiveness factor; integral indicator of competitiveness; Eurasian Economic Union (EAE); factor analysis; panel data models
Online: 31 January 2019 (09:23:42 CET)
ARTICLE
|
doi:10.20944/preprints202401.0106.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Convolutional Neural Networks (CNN); Recurrent Neural Networks (RNN); Generative Adversarial Networks (GAN); Natural Language Processing (NLP); Reinforcement Learning; Autoencoders; Image Recognition; Pattern Recognition; Unsupervised Learning; Data Augmentation; Hyperparameter Tuning; Fine-tuning
Online: 3 January 2024 (10:26:26 CET)
ARTICLE
|
doi:10.20944/preprints202311.1481.v1
Subject:
Physical Sciences,
Atomic And Molecular Physics
Keywords:
Atomic data; energies; transition parameters; photo-excitation cross sections; photoabsorption spectra; Lanthanide ions - Ho I-III, Er I-IV, Tm I-V, Yb I-VI, Lu I-VII; broad emission bumps
Online: 23 November 2023 (06:56:18 CET)
REVIEW
|
doi:10.20944/preprints202401.2214.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
AI-powered cloud-based e-commerce platforms (PCEPs); Personalized customer experiences; Dynamic pricing; Fraud detection and security; Supply chain optimization; Ethical considerations in AI; Data privacy; Algorithmic bias; Job displacement; Responsible development
Online: 31 January 2024 (11:03:04 CET)
REVIEW
|
doi:10.20944/preprints202404.1817.v1
Subject:
Environmental And Earth Sciences,
Water Science And Technology
Keywords:
Produced Water Treatment; Membrane Technology; Automated Control Systems; RTU (Remote Terminal Unit); PLC (Programmable Logic Control); SCADA (Supervisory Control And Data Acquisition); Process Dynamic Control; PID (Proportional Integral Derivative); Feedback And Feedforward Controls; Control Loops; Pressure Drop Ratio; Real-Time Optimization (RTO); Dynamic Real-Time Optimization (DRTO); Analytical Instrumentation Process Monitoring; Manual Monitoring; Inline Probe; Side Stream; Model Predictive Control
Online: 28 April 2024 (10:58:00 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/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/preprints202310.1635.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
experimental study on time series prediction methods; investigation on time series model predictions; analysis of the effects of data pre-processing methods on time series prediction; long short-term memory models; stacked autoencoder; wavelet transformation
Online: 25 October 2023 (10:23:19 CEST)
ARTICLE
|
doi:10.20944/preprints202310.1917.v2
Subject:
Chemistry And Materials Science,
Nanotechnology
Keywords:
nano-energetic materials; 2D-ordered linear-chain carbon; multi-layered nano-interfaces; self-synchronized collective atomic vibrations; phonon wave resonance; ion-assisted pulse-plasma assembling; synergistic effects; carbon nanomaterial genome approach; data-driven inverse design; energy release efficiency
Online: 29 January 2024 (04:45:42 CET)
ARTICLE
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doi:10.20944/preprints202403.0518.v1
Subject:
Computer Science And Mathematics,
Discrete Mathematics And Combinatorics
Keywords:
COVID19; Chern-Simons Topological; QED (Quantum Electrodynamics); Homeopathic medicine; Water Memory; AI-Quantum computing; Quantum-Inspired Evolutionary Algorithm Predictive Toxicology; QSAR Quantum gates; CS Supergravity Quantum Foam; Cheminformatics artificial intelligence; Phase Data Mining; Machine Learning; Euclid Chemical space exploration; (bosonic) Quantum fields Theory (QFT); Angiotensin Receptor Neprilysin targeted DRVYIHPFX mimetic Holomorphic Ligands; Hidden Entanglement Negativity Translations; Uncertainty Quantum Relationships; Quantum fields theory; Quantum information; HyperGeometric Functions; Chemical Block Systems; Black Hole Paradox Generalizations; SphericalHarmonicY-Supersymmetry breaking foundations; WhittakerM Functions; Hypergeometric1F1 Functions; Turing Machine Learning Ruled Calculations; Avogadro Number’ s oriented Quantum Homeopathy Hidden Entanglement Negativities; Quantum foam; non-commutative geometry; small molecule ligand engineering; prot
Online: 11 March 2024 (03:52:07 CET)
ARTICLE
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doi:10.20944/preprints201909.0243.v2
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
internet of things (IoT); low-power wide area network (LPWAN); mixed integer linear programming (milp); lorawan; lora simulator (lorasim); open-source; optimization; quality-of-service (qos); data extraction rate; packet collision rate; energy consumption; energy efficiency; network performance; protocol overhead; performance evaluation; performance improvement
Online: 6 November 2019 (03:57:34 CET)
REVIEW
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doi:10.20944/preprints202407.2205.v1
Subject:
Biology And Life Sciences,
Life Sciences
Keywords:
Baryonyx walkeri; habitats; hunting strategies; piscivory; generalist predation; spinosaurid theropod; Early Cretaceous period; elongated snout; conical teeth; fluvial environments; lacustrine environments; diet; fish; aquatic organisms; cranial morphology; robust forelimbs; sickle-shaped claw; isotopic analysis; oxygen; crocodilians; behavioral ecology; paleontological data; ecological analogs; evolutionary pathways; predatory dinosaurs; spinosaurid ecology; behavior
Online: 29 July 2024 (10:29:45 CEST)
ARTICLE
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doi:10.20944/preprints202406.1554.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Multi-Agent Systems (MAS), Machine Learning Pipelines, Supervised Learning, Data Science
Automation, Large Language Models (LLM), Reinforcement Learning (RL), Time Series Forecasting, AI Agents,
Open-Source Framework, Model Efficiency, Task Automation · Scalability in Machine Learning, Model Adaptability,
Collaborative AI Systems, Machine Learning Workflow Optimization
Automation, Large Language Models (LLM), Reinforcement Learning (RL), Time Series Forecasting, AI Agents,
Open-Source Framework, Model Efficiency, Task Automation · Scalability in Machine Learning, Model Adaptability,
Collaborative AI Systems, Machine Learning Workflow Optimization
Online: 24 June 2024 (09:50:32 CEST)