REVIEW
|
doi:10.20944/preprints202305.1534.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Predictive models; Weather research and forecasting (WRF); Solar irradiance forecasting; Solar PV power forecasting; Renewable energy sources.
Online: 23 May 2023 (02:32:03 CEST)
REVIEW
|
doi:10.20944/preprints202104.0442.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
data science; advanced analytics; machine learning; deep learning; smart computing; decision-making; predictive analytics; data science applications;
Online: 16 April 2021 (11:28:09 CEST)
ARTICLE
|
doi:10.20944/preprints202012.0518.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Burn care; length of stay; mental state; socioeconomic status; clustering; predictive models; regression analysis; collaborative decision making
Online: 21 December 2020 (12:05:12 CET)
ARTICLE
|
doi:10.20944/preprints202001.0220.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
heart disease; coronary artery disease; machine learning; deep learning; predictive features; coronary artery disease diagnosis; health informatics
Online: 20 January 2020 (09:11:14 CET)
CASE REPORT
|
doi:10.20944/preprints202407.1971.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Solar Energy; Predictive Modeling; Meteorological Variables; Machine Learning; RandomForestRegressor and XGBoosting; Power BI; Global Horizontal Irradiance; Saudi Arabia
Online: 25 July 2024 (10:19:15 CEST)
ARTICLE
|
doi:10.20944/preprints202403.1355.v1
Subject:
Medicine And Pharmacology,
Cardiac And Cardiovascular Systems
Keywords:
Atorvastatin; Critical limb ischaemia; Bone marrow cell therapy; Mesenchymal stem cells; RAS-acting agents; Predictive analysis; Spearman correlation
Online: 22 March 2024 (06:27:04 CET)
ARTICLE
|
doi:10.20944/preprints202401.1749.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
vibration analysis; mathematical modeling; descriptive research; multiple regression equations; harmonics; PeakVue; overall vibration; predictive maintenance; bearing wear stage.
Online: 24 January 2024 (10:39:49 CET)
ARTICLE
|
doi:10.20944/preprints202310.0929.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
body fat percentage; machine learning; regression models; feature engineering; outlier detection; data preprocessing; health and fitness; predictive modeling
Online: 16 October 2023 (07:55:25 CEST)
ARTICLE
|
doi:10.20944/preprints202105.0144.v1
Subject:
Medicine And Pharmacology,
Immunology And Allergy
Keywords:
luminal breast cancer; neoadjuvant therapy; neutrophil to lymphocyte ratio (NLR); platelet to lymphocyte ratio (PLR); predictive/prognostic biomarkers
Online: 7 May 2021 (12:26:14 CEST)
ARTICLE
|
doi:10.20944/preprints201902.0256.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Home energy management system, Flexible demand-response, optimal load-scheduling, Mixed Integer Programming, Predictive control, demand-side-management
Online: 27 February 2019 (12:10:32 CET)
ARTICLE
|
doi:10.20944/preprints201809.0556.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
wave energy converter; model predictive control; comparitive of robustness; embedded integrator; mathematical model; identification methodology; real time series
Online: 28 September 2018 (08:21:41 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0027.v1
Subject:
Environmental And Earth Sciences,
Sustainable Science And Technology
Keywords:
Coupled and coordinated development; Economic-Energy-Environmental (3E) system; Power system; “ Energy Trilemma” ; Dual-Triangle; Scenario predictive
Online: 1 July 2024 (08:10:24 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0527.v1
Subject:
Medicine And Pharmacology,
Obstetrics And Gynaecology
Keywords:
biomarker; electroviscerography; endometriosis; gastrointestinal myoelectrical activity; GIMA; electroviscerogram; water load satiety test; GIMA biomarker threshold score; predictive modeling
Online: 8 April 2024 (10:02:42 CEST)
ARTICLE
|
doi:10.20944/preprints202403.0089.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
wildfire risk assessment; Central-South China; GIS application; predictive modeling; fire occurrence analytics; seasonal fire patterns; spatial clustering analysis
Online: 4 March 2024 (09:57:46 CET)
ARTICLE
|
doi:10.20944/preprints202401.0457.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
induction machine; vector control; homotopy-based feedback linearization; cascade control structure; predictive current control; box constraints; model free control.
Online: 5 January 2024 (04:45:38 CET)
ARTICLE
|
doi:10.20944/preprints202401.0117.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Disturbance observer; explicit model predictive control (EMPC); grid-connected inverters (GCIs); linear matrix inequality (LMI); uncertainties; voltage sensorless control
Online: 3 January 2024 (10:04:36 CET)
ARTICLE
|
doi:10.20944/preprints202312.0753.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
fine turning, AISI 304; round bar; roughness; food processing equipment; machine learning; predictive quality; small batch; artificial neural network
Online: 12 December 2023 (06:26:25 CET)
ARTICLE
|
doi:10.20944/preprints202309.0940.v3
Subject:
Engineering,
Control And Systems Engineering
Keywords:
auto-regressive; control and optimization; energy management; recurrent neural network; long short-term memory; microgrid; switched model predictive control
Online: 9 October 2023 (09:41:16 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1306.v1
Subject:
Engineering,
Civil Engineering
Keywords:
maximum index void ratio; minimum index void ratio; sand-silt mixtures; void ratio predictive models; filling coefficient; embedment coefficient
Online: 20 September 2023 (04:36:06 CEST)
REVIEW
|
doi:10.20944/preprints202304.0917.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Predictive models; Weather research and forecasting (WRF); Uncertainty; Wind forecasting; Ultra short term and Short term; Wind power generation
Online: 25 April 2023 (10:10:36 CEST)
ARTICLE
|
doi:10.20944/preprints202206.0323.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Autonomous vehicles, triple radar, Level 2 ADAS system, lane keeping assistance, nonlinear model predictive controller, safety, autonomous emergency braking.
Online: 23 June 2022 (10:36:09 CEST)
CONCEPT PAPER
|
doi:10.20944/preprints202104.0242.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
Digital Twin(DT); Industry 4.0; DigiX; Internet of Things(IoT); Industrial IoT (IIoT); Artificial Intelligence; Scenario Analysis; Predictive Maintenance
Online: 8 April 2021 (13:55:32 CEST)
ARTICLE
|
doi:10.20944/preprints202103.0708.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Adolescents; high sensitivity C-reactive protein; Insulin-like growth factor binding proteins; Obesity; Oxidized Low-Density Lipoprotein; Predictive diagnostics
Online: 29 March 2021 (16:33:20 CEST)
ARTICLE
|
doi:10.20944/preprints201711.0020.v2
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
the free-energy principle; internal model hypothesis; unconscious inference; infomax principle; predictive information; independent component analysis; principal component analysis
Online: 11 May 2018 (06:24:06 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0573.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Metabolic Syndrome (MetS); Machine Learning (ML); Feature Importance; Borda Count Method; Predictive Modeling; Ensemble Models; Cross-Validation; Non-Invasive Diagnostics
Online: 10 June 2024 (12:50:21 CEST)
ARTICLE
|
doi:10.20944/preprints202401.2226.v1
Subject:
Computer Science And Mathematics,
Data Structures, Algorithms And Complexity
Keywords:
Smart Cities; Predictive Analytics; Urban Resilience; Sustainable Urban Development; Geodata; Python; Time Series Analysis; Seasonal Decomposition; Citizens Reports; Big Data
Online: 31 January 2024 (15:05:03 CET)
ARTICLE
|
doi:10.20944/preprints202401.0967.v1
Subject:
Computer Science And Mathematics,
Data Structures, Algorithms And Complexity
Keywords:
Smart Cities; Digital Twins; Predictive Analytics; Artificial intelligence; Urban Resilience; Sustainable Urban Development; GeoDataFrame; Python; Time Series Analysis; Citizens Reports
Online: 12 January 2024 (09:53:15 CET)
REVIEW
|
doi:10.20944/preprints202312.0982.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
HER2; HER2 discovery; HER2 role in cancers; HER 2 low; HER2DX; prognostic; predictive; biomarker; anti-HER therapies; HER2 landmark trials
Online: 13 December 2023 (11:35:40 CET)
ARTICLE
|
doi:10.20944/preprints202309.2099.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
human operator; trust in artificial intelligence; recommender systems; intelligent decision-making systems; admissible probability of disaster; and equipment predictive analytics
Online: 29 September 2023 (10:03:36 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0192.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
Additive manufacturing; powder bed fusion; optimization framework; predictive models; neural network; intelligent parameters selection; energy density optimization; mechanical properties optimization
Online: 13 October 2021 (10:20:29 CEST)
ARTICLE
|
doi:10.20944/preprints202403.0646.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
wear test; pin-on-plate; pin-on-disc; flat-on-disc; wear factor; Archard’ s wear law; wear predictive model
Online: 11 March 2024 (18:05:25 CET)
ARTICLE
|
doi:10.20944/preprints202110.0457.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
large-scale systems; aggregated constraints; aggregated terms; flexibility mechanisms; control algorithm; Model Predictive Control; Centralised MPC; Decentralised MPC; state-space model
Online: 29 October 2021 (14:33:50 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0365.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Model predictive control; Mixed-integer linear programming; Multi-objective optimization; Energy storage management; Load management; More electric aircraft; Demand-side flexibility
Online: 25 October 2021 (15:43:38 CEST)
ARTICLE
|
doi:10.20944/preprints202103.0777.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Exosomal PD-L1 mRNA; extracellular vesicles; Triple Negative Breast Cancer; Immunotherapy; PD-L1 axis; Atezolizumab – nab-paclitaxel; Predictive biomarkers; Liquid biopsy
Online: 31 March 2021 (15:27:45 CEST)
REVIEW
|
doi:10.20944/preprints201909.0326.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
anomaly detection; aviation; trajectory; time series; machine learning; deep learning; predictive maintenance; prognostics and health management; condition monitoring; air traffic management
Online: 29 September 2019 (06:14:02 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0185.v1
Subject:
Medicine And Pharmacology,
Ophthalmology
Keywords:
keratoconus; corneal collagen cross-linking; CXL outcomes; machine learning models; predictive models; keratometry readings; corneal thickness; corneal thinning; individualized approach; precision medicine
Online: 5 June 2024 (05:54:59 CEST)
ARTICLE
|
doi:10.20944/preprints202403.1240.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
early palliative care; advanced cancer; complexity of care needs; integration of palliative care in oncology; specialist palliative care; predictive model of complexity
Online: 21 March 2024 (12:23:36 CET)
ARTICLE
|
doi:10.20944/preprints202303.0003.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
XAI; Interpretability; Predictive Maintenance; Prognostics and Health Management; Remaining Useful Life; Deep Learning; Convolutional Neural Network; Comparative Analysis; XAI Evaluation and Accountability
Online: 1 March 2023 (02:31:28 CET)
ARTICLE
|
doi:10.20944/preprints202207.0357.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
software reliability models; proportional intensity model; non-homogeneous Poisson process; time-dependent covariate; maximum likelihood estimation; goodness-of-fit performance; predictive performance
Online: 25 July 2022 (08:13:12 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)
REVIEW
|
doi:10.20944/preprints202103.0736.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
imaging; bioluminescence; photoacoustics; magnetic resonance imaging; vascular disrupting agents; inhib-itors of tubulin polymerization; breast cancer; kidney cancer; lung cancer; combretastatins; predictive imaging
Online: 30 March 2021 (12:54:26 CEST)
ARTICLE
|
doi:10.20944/preprints202402.0312.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
steel hardenability; Bayesian optimization; k-fold cross-validation; hyperparameter tuning; neural networks regression; steel alloy; predictive model; heat treatment; hardenability band; Jominy end-quench
Online: 6 February 2024 (09:17:47 CET)
ARTICLE
|
doi:10.20944/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)
REVIEW
|
doi:10.20944/preprints202406.0790.v1
Subject:
Public Health And Healthcare,
Public Health And Health Services
Keywords:
Information Systems; Artificial Intelligence; Healthcare; Clinical Decision Support Systems; Predictive Analytics; Natural Language Processing; Computer-aided /diagnostics; Robot-assisted Surgery; Virtual Health Assistants and Chatbots
Online: 12 June 2024 (11:20:20 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/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/preprints202312.0770.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
forensic cyberpsychology; cyberpsychology; predictive analytics; prophet model; behavioral-centric threat intelligence; ISPs; cyber behavioral analysis; cyber forensics; behavioral analysis; time-series analysis; cyber defense
Online: 12 December 2023 (04:13:55 CET)
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/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)
ARTICLE
|
doi:10.20944/preprints202204.0314.v1
Subject:
Medicine And Pharmacology,
Pathology And Pathobiology
Keywords:
Emergency Use Authorization; endemic; false omission; false omission rate; home testing; point-of-care testing (POCT); positive predictive value geometric mean-squared; prevalence boundary; recursive protocol; tier; visual logistics
Online: 30 April 2022 (08:42:08 CEST)
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
Subject:
Engineering,
Automotive Engineering
Keywords:
Industry 4.0; Supply Chain Design; Transformational Design Roadmap; IIoT Supply Chain Model; Decision Support for Information Management, Artificial Intelligence and Machine Learning (AI/ML), dynamic self-adapting system, cognition engine, predictive cyber risk analytics.
Online: 23 December 2020 (17:20:35 CET)
ARTICLE
|
doi:10.20944/preprints202407.1180.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Traffic Crashes; Machine Learning; Predictive Modeling; Road Safety; Crash Severity
Online: 15 July 2024 (19:47:23 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1265.v1
Subject:
Engineering,
Other
Keywords:
Multijunction solar cells; IIIV semiconductors; TCAD simulation; cell optimization; predictive profiling; CIGS absorbers; spectral utilization; currentvoltage characteristics; external quantum efficiency; GaAs replacement; bottom junction; thin films; high efficiency; photovoltaics; epitaxial growth; stacked junctions; light absorption
Online: 19 September 2023 (07:48:35 CEST)
ARTICLE
|
doi:10.20944/preprints202402.1117.v1
Subject:
Chemistry And Materials Science,
Nanotechnology
Keywords:
low-dimensional nanocarbons; nano-informatics; data-driven nanocarbon genome approach; multifactorial predictive models; universal descriptors; growth-property relationships; data-driven neural pathways; nano-interfaces; collective atomic vibrations; phonon engineering; data-driven inverse design, cyber– physical systems
Online: 20 February 2024 (08:04:03 CET)
ARTICLE
|
doi:10.20944/preprints202109.0014.v1
Subject:
Social Sciences,
Psychology
Keywords:
Coronavirus disease 2019/COVID-19; Depression Anxiety Stress Scales-21/DASS-21; DASS-8; shortened version*; shorter version* of the DASS-21; psychiatric disorders; factorial structure/psychometric properties/structural validity/validation; measurement invariance/multigroup analysis; psychological distress; discriminant validity; item coverage; good predictive validity
Online: 1 September 2021 (12:15:27 CEST)
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/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)
ARTICLE
|
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)