REVIEW
|
doi:10.20944/preprints202103.0216.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
machine learning; deep learning; artificial intelligence; data science; data-driven decision making; predictive analytics; intelligent applications;
Online: 8 March 2021 (12:55:59 CET)
ARTICLE
|
doi:10.20944/preprints202308.1636.v1
Subject:
Engineering,
Civil Engineering
Keywords:
machine learning; supervised classification; drinking water quality; data-driven; artificial intelligence
Online: 24 August 2023 (03:20:26 CEST)
REVIEW
|
doi:10.20944/preprints202305.0839.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
multiphysics modeling; physics-informed neural networks; physics-informed machine learning; data-driven machine learning
Online: 11 May 2023 (10:26:35 CEST)
ARTICLE
|
doi:10.20944/preprints202208.0522.v1
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
Agro-morphological; Data-driven; Machine Learning; Seed yield; Sensitivity Analysis
Online: 30 August 2022 (11:21:48 CEST)
ARTICLE
|
doi:10.20944/preprints201808.0551.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Non-intrusive Load Monitoring; Machine Learning; Deep Modeling; Extreme Learning Machine; Data Driven Approach.
Online: 31 August 2018 (15:44:51 CEST)
REVIEW
|
doi:10.20944/preprints202209.0032.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
cybersecurity; machine learning; deep learning; artificial intelligence; data-driven decision making; automation; cyber analytics; intelligent systems;
Online: 2 September 2022 (03:32:48 CEST)
ARTICLE
|
doi:10.20944/preprints202312.0957.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine learning workflow; Supervised learning; Numerical data; Categorical data; Data engineering; Extraction, loading, transformation; Feature engineering; Automated feature extraction; Machine learning engineering; Training, validation, evaluation; Test-driven development; Automated machine learning; Model deployment
Online: 13 December 2023 (08:00:49 CET)
ARTICLE
|
doi:10.20944/preprints201608.0232.v2
Subject:
Medicine And Pharmacology,
Pulmonary And Respiratory Medicine
Keywords:
mHealth; ODK scan; mobile health application; digitizing data collection; data management processes; paper-to-digital system; technology-assisted data management; treatment adherence
Online: 2 September 2016 (03:17:38 CEST)
ARTICLE
|
doi:10.20944/preprints202402.0798.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; multi-dimensional data visualization; classification; morphing; scattered data interpolation
Online: 14 February 2024 (10:56:50 CET)
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
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Deep learning; Big data; Machine learning; Biofuels
Online: 30 September 2020 (11:19:52 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0722.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Anomaly detection; Malaria data; Machine learning; big data; epidemic
Online: 10 May 2023 (09:34:36 CEST)
ARTICLE
|
doi:10.20944/preprints202108.0471.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Big data; Health prevention; Machine learning; Medical data
Online: 24 August 2021 (14:00:12 CEST)
ARTICLE
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Data Driven; causation entropy; Boolean networks; Boolean functions; causality inference
Online: 2 June 2020 (09:50:09 CEST)
REVIEW
|
doi:10.20944/preprints201908.0179.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
biofuels; deep learning; big data; machine learning models; biodiesel
Online: 17 August 2019 (03:48:28 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0052.v1
Subject:
Biology And Life Sciences,
Immunology And Microbiology
Keywords:
Bibliometric analysis; Biofilm; Big data; Machine learning; Artificial intelligence
Online: 4 April 2023 (16:07:54 CEST)
ARTICLE
|
doi:10.20944/preprints202102.0027.v1
Subject:
Computer Science And Mathematics,
Other
Keywords:
Keywords: Ship Recycling, Predictive Analytics, Big Data, Shipbreaking, Leakage Effect
Online: 1 February 2021 (12:43:52 CET)
ARTICLE
|
doi:10.20944/preprints202310.0439.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Data-driven method; Fault detection; Manifold Learning; Blast Furnace Ironmaking Process
Online: 8 October 2023 (09:51:24 CEST)
ARTICLE
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Koopman Operator; Dynamic Mode Decomposition(DMD); Johnson-Lindenstrauss Lemma; Random Projection; Data-driven method
Online: 24 September 2021 (09:14:01 CEST)
ARTICLE
|
doi:10.20944/preprints202012.0092.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
anomaly detection; machine Learning; large stand off magnetometry; multimodal data; RAPIDS-AI
Online: 4 December 2020 (07:13:40 CET)
ARTICLE
|
doi:10.20944/preprints201804.0186.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
avionics systems; machine learning; big data; deep learning; pilot behavior analysis; eye tracking; automatic training system
Online: 16 April 2018 (05:22:22 CEST)
REVIEW
|
doi:10.20944/preprints202010.0263.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
data science; deep learning; ensemble machine learning models; economics; hybrid models
Online: 13 October 2020 (09:24:17 CEST)
ARTICLE
|
doi:10.20944/preprints202402.1372.v1
Subject:
Computer Science And Mathematics,
Analysis
Keywords:
Data Visualization; Big Data; AI; Machine Learning
Online: 23 February 2024 (10:39:04 CET)
ARTICLE
|
doi:10.20944/preprints201710.0076.v2
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
big data; machine learning; regularization; data quality; robust learning framework
Online: 17 October 2017 (03:47:41 CEST)
ARTICLE
|
doi:10.20944/preprints202208.0083.v1
Subject:
Business, Economics And Management,
Accounting And Taxation
Keywords:
Ratios; Financial Crisis; Covid-19; Big Data; Accounting Data
Online: 3 August 2022 (10:42:06 CEST)
ARTICLE
|
doi:10.20944/preprints202108.0516.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; time; naive bayes classification; recurrent neural networks, Twitter; social media data; automatic classification
Online: 27 August 2021 (11:23:50 CEST)
ARTICLE
Subject:
Biology And Life Sciences,
Animal Science, Veterinary Science And Zoology
Keywords:
artificial intelligence; bioinformatics; computational biology; data mining & machine learning; evolutionary studies; mathematical biology; animal behavior
Online: 6 November 2019 (05:07:24 CET)
ARTICLE
|
doi:10.20944/preprints202105.0105.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
data scarcity; water quality; missing data; univariate imputation; multivariate imputation; machine learning; hydroinformatics.
Online: 6 May 2021 (15:18:23 CEST)
REVIEW
|
doi:10.20944/preprints201908.0154.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep learning; machine learning; smart cities; urban sustainability; cities of future; internet of things (IoT); data science; big data
Online: 13 August 2019 (10:00:34 CEST)
ARTICLE
|
doi:10.20944/preprints202009.0729.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Data Envelopment Analysis; Machine learning; Optimization; Parametric and non-parametric methods; Supervised and unsupervised models; CVS model
Online: 30 September 2020 (08:19:51 CEST)
ARTICLE
|
doi:10.20944/preprints202102.0326.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Data analysis; Artificial Intelligence; Machine Learning; Knowledge Engineering; Computers and information processing, Data analysis; Data Processing.
Online: 16 February 2021 (13:33:53 CET)
ARTICLE
|
doi:10.20944/preprints202310.0952.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Hepatitis C; machine learning; severity prediction; data preprocessing; hyperparameter tuning; classification models
Online: 16 October 2023 (09:33:57 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0052.v1
Subject:
Engineering,
Other
Keywords:
Soccer; data analysis; soccer injury type; classification machine learning models
Online: 1 June 2023 (07:37:07 CEST)
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/preprints202307.0540.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Health Indicator; Monitoring Data; Machine Learning; Autoencoder
Online: 10 July 2023 (05:12:24 CEST)
REVIEW
|
doi:10.20944/preprints202102.0108.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Sentiment Analysis; Students' feedback; Students' reviews; Natural language processing; Data mining; Deep learning; Machine learning
Online: 3 February 2021 (10:11:54 CET)
ARTICLE
|
doi:10.20944/preprints202305.1238.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
low-code; no-code; machine learning; auto ML; ML platform; data scientist scarcity; projects overruns
Online: 17 May 2023 (10:46:06 CEST)
REVIEW
|
doi:10.20944/preprints202006.0139.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
Cybersecurity; machine learning; data science; decision making; cyber-attack; security modeling; intrusion detection; threat intelligence
Online: 11 June 2020 (12:12:50 CEST)
ARTICLE
|
doi:10.20944/preprints202310.1780.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Road collision traffic; Data imbalance; Machine Learning; Driving Simulation
Online: 8 November 2023 (02:06:15 CET)
ARTICLE
|
doi:10.20944/preprints202002.0108.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
machine learning; decision tree; random forest; crime data analytics
Online: 9 February 2020 (16:02:03 CET)
ARTICLE
|
doi:10.20944/preprints201908.0019.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
emotion classification; machine learning classifiers; ISEAR dataset; data mining; performance evaluation; data science; opinion-mining
Online: 2 August 2019 (08:49:27 CEST)
ARTICLE
|
doi:10.20944/preprints202401.0811.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Machine Learning; Personalized Education; Adaptive Learning Systems; Online Learning Platforms; Educational Data Analysis
Online: 10 January 2024 (09:25:52 CET)
ARTICLE
|
doi:10.20944/preprints202007.0325.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Data Center; Thermal Characteristics Analysis; Machine Learning, Energy Efficiency, Hotspots, Clustering Technique, Unsupervised Learning
Online: 15 July 2020 (09:16:23 CEST)
REVIEW
|
doi:10.20944/preprints202308.1478.v4
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; churn prediction; imbalanced data; combined data sampling techniques; hyperparameter optimization
Online: 17 November 2023 (14:15:58 CET)
ARTICLE
|
doi:10.20944/preprints202209.0341.v1
Subject:
Social Sciences,
Decision Sciences
Keywords:
Real State; Regressors; Artificial Intelligence; Machine Learning; Data-informed; Boston
Online: 22 September 2022 (10:33:09 CEST)
ARTICLE
|
doi:10.20944/preprints202109.0342.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Artificial Intelligence; Data Science; HealthCare Applications; Machine Learning; Patient Attitudes
Online: 20 September 2021 (15:51:54 CEST)
ARTICLE
|
doi:10.20944/preprints202401.2114.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
UAV classification; machine learning; audio data augmentation; UAV detection
Online: 30 January 2024 (11:38:51 CET)
REVIEW
|
doi:10.20944/preprints202202.0345.v1
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
big data; machine learning; agriculture; challenges; systematic literature review
Online: 28 February 2022 (03:14:56 CET)
ARTICLE
|
doi:10.20944/preprints202011.0744.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Anomaly detection; Healthcare; K-means clustering; Heart disease prediction; Data analytics; Machine learning
Online: 30 November 2020 (16:38:23 CET)
REVIEW
|
doi:10.20944/preprints201908.0166.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; deep learning; big data; hydrology; climate change; global warming; hydrological model; earth systems
Online: 15 August 2019 (05:50:48 CEST)
ARTICLE
|
doi:10.20944/preprints202312.1007.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Credit Card Fraud Detection; Ensemble Mode; Machine Learning; Data imbalance; Synthetic Minority Over-sampling Technique; Deep learning
Online: 13 December 2023 (14:31:25 CET)
REVIEW
|
doi:10.20944/preprints202403.0433.v1
Subject:
Biology And Life Sciences,
Biology And Biotechnology
Keywords:
Artificial Intelligence; Machine Learning; Cancer Diagnosis; Precision Medicine; Data Privacy; Regulatory Frameworks
Online: 7 March 2024 (11:59:44 CET)
ARTICLE
|
doi:10.20944/preprints202212.0482.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Data Center; Artificial Intelligence; Machine Learning; Feature Selection; SHAP; Game Theory.
Online: 26 December 2022 (09:06:47 CET)
ARTICLE
|
doi:10.20944/preprints202209.0014.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
No-show; Medical Appointments; Healthcare; Artificial Intelligence; Data processing and management
Online: 1 September 2022 (08:57:07 CEST)
ARTICLE
|
doi:10.20944/preprints202312.1297.v1
Subject:
Public Health And Healthcare,
Physical Therapy, Sports Therapy And Rehabilitation
Keywords:
Rehabilitation; Wheelchair; Propulsion; IMU; Data-science
Online: 18 December 2023 (13:27:23 CET)
COMMUNICATION
|
doi:10.20944/preprints202210.0351.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
oral cancer; machine learning; gene prioritization; genomic datasets; data mining
Online: 24 October 2022 (07:10:08 CEST)
REVIEW
|
doi:10.20944/preprints202202.0083.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine Learning; COVID-19; Internet of Things (IoT); Deep Learning; Big Data
Online: 19 April 2022 (08:21:00 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/preprints202401.0318.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Grammatical evolution; Computational Intelligence; Neural networks; Feature Construction; Data Analysis; Recommendation System
Online: 4 January 2024 (03:08:46 CET)
ARTICLE
|
doi:10.20944/preprints201905.0201.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
future development analysis; machine tool; machine learning; multi-source data; topic model
Online: 16 May 2019 (10:20:58 CEST)
ARTICLE
|
doi:10.20944/preprints202001.0008.v1
Subject:
Business, Economics And Management,
Economics
Keywords:
theory of energy demand; empirical application; cointegration; theory-driven approach; data-driven approach
Online: 2 January 2020 (04:22:15 CET)
ARTICLE
|
doi:10.20944/preprints202308.1358.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
artificial intelligence; classification models; educational data mining; educational machine learning; feature selection; student performance prediction; taxonomy
Online: 18 August 2023 (09:52:57 CEST)
ARTICLE
|
doi:10.20944/preprints202102.0516.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
machine learning; insect-damage; spectral data; theoretical model
Online: 23 February 2021 (14:12:28 CET)
ARTICLE
|
doi:10.20944/preprints202309.1712.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
blockchain; IoT; hydrogen production; secure data-driven analysis; historical data management
Online: 26 September 2023 (05:24:51 CEST)
TECHNICAL NOTE
|
doi:10.20944/preprints202109.0505.v1
Subject:
Public Health And Healthcare,
Other
Keywords:
Semantics; standards; clinical research infrastructure; terminology; graph data; data-driven medicine
Online: 29 September 2021 (17:32:40 CEST)
ARTICLE
|
doi:10.20944/preprints202011.0622.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Driving Offenses; Speed Zone; Airports; Functional Data Analysis; Data-Driven Policy;
Online: 24 November 2020 (16:12:38 CET)
ARTICLE
|
doi:10.20944/preprints202403.0470.v1
Subject:
Computer Science And Mathematics,
Data Structures, Algorithms And Complexity
Keywords:
Count data; Machine learning; Negative binomial regression; Overdispersion; Poisson regression; Python; Vuong Test; Zero inflation
Online: 8 March 2024 (09:30:50 CET)
ARTICLE
|
doi:10.20944/preprints202201.0348.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
Data Science; Genomic Data Science; Machine Learning; Network Analysis; RNA-Seq; Precision Medicine; Subtyping; Parkinson’s Disease
Online: 24 January 2022 (11:36:51 CET)
REVIEW
|
doi:10.20944/preprints202402.0424.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Data-driven optimization; Dynamics; ERP; Logistics; Simulation; Technology
Online: 7 February 2024 (07:55:41 CET)
ARTICLE
|
doi:10.20944/preprints202307.1831.v1
Subject:
Medicine And Pharmacology,
Veterinary Medicine
Keywords:
machine learning; veterinary medical education; random forest; medical education; artificial intelligence; Python; R; veterinary educators; educational data mining; learning analytics
Online: 26 July 2023 (14:02:31 CEST)
ARTICLE
|
doi:10.20944/preprints202307.1585.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Explainable artificial intelligence; Myalgic encephalomyelitis/chronic fatigue syndrome; Metabolomics data; Clinical classification.
Online: 25 July 2023 (04:33:22 CEST)
REVIEW
|
doi:10.20944/preprints202203.0087.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
Internet of Things; cyber-attacks; anomalies; machine learning; deep learning; IoT data analytics; intelligent decision-making; security intelligence
Online: 7 March 2022 (02:39:58 CET)
ARTICLE
|
doi:10.20944/preprints202305.0619.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
Digital twin; data-driven; plant factory; transplanting; online monitoring
Online: 9 May 2023 (08:59:04 CEST)
REVIEW
|
doi:10.20944/preprints202009.0556.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
urban flows; coherent structures; experiments; simulations; data-driven methods
Online: 23 September 2020 (17:45:58 CEST)
ARTICLE
|
doi:10.20944/preprints201808.0540.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
circular economy; remanufacturing; fuel cells; data-driven; systems dynamics
Online: 31 August 2018 (05:31:03 CEST)
ARTICLE
|
doi:10.20944/preprints202312.1391.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Industrial Control Systems (ICS); Synthetic Data Generation; Data-Driven Simulation; Machine Learning; Cybersecurity
Online: 19 December 2023 (06:01:34 CET)
ARTICLE
|
doi:10.20944/preprints202402.0602.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Improving use of open data; data utilization; data optimization; enhancing data access; open data impact; open data government; data transparency; data-driven decision making
Online: 12 February 2024 (09:34:51 CET)
ARTICLE
|
doi:10.20944/preprints202305.0219.v1
Subject:
Engineering,
Bioengineering
Keywords:
ECG; modeling; reinforcement learning; lognormal; autonomic nervous system; model-driven analysis
Online: 4 May 2023 (07:48:29 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0849.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Synthetic data; pretrain data; llm training
Online: 12 April 2024 (12:46:27 CEST)
REVIEW
|
doi:10.20944/preprints201905.0175.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
demand prediction, energy systems; machine learning; artificial neural network (ANN); support vector machines (SVM); neuro-fuzzy; ANFIS; wavelet neural network (WNN); big data; decision tree (DT); ensemble learning; hybrid models; data science; deep learning; renewable energies; energy informatics; prediction; forecasting; energy demand
Online: 14 May 2019 (14:00:40 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1298.v1
Subject:
Artificial Intelligence And Machine Learning,
Computer Science And Mathematics
Keywords:
Machine Intelligence; Associative Memory; Event-Driven Transaction History; Self-Regulation; Digital Genome; Autopoiesis; Cognition
Online: 19 April 2024 (14:57:53 CEST)
ARTICLE
|
doi:10.20944/preprints202306.1784.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
machine learning algorithms; hyperparameters; hyperparameter optimization; spatial data; Bayesian optimization; metaheuristic algorithms
Online: 26 June 2023 (10:10:33 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/preprints202404.0930.v1
Subject:
Engineering,
Civil Engineering
Keywords:
data-driven approach; algorithm; mechanical rebar coupler; comparative analysis; constructability
Online: 15 April 2024 (10:39:11 CEST)
ARTICLE
|
doi:10.20944/preprints202203.0221.v1
Subject:
Social Sciences,
Behavior Sciences
Keywords:
urban mobility; dynamic risk perception; data-driven model; policy analysis
Online: 15 March 2022 (15:56:15 CET)
ARTICLE
|
doi:10.20944/preprints202010.0273.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
data-driven optimization; climate change; harvest planning; optimality gap; forest
Online: 13 October 2020 (10:46:56 CEST)
ARTICLE
|
doi:10.20944/preprints202010.0076.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
data-driven modeling; stochastic Burgers equation; closure model; CFL number
Online: 5 October 2020 (11:46:15 CEST)
ARTICLE
|
doi:10.20944/preprints201710.0111.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
energy storage systems; charging profile; capacity loss; data-driven modeling
Online: 17 October 2017 (04:29:19 CEST)
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)
REVIEW
|
doi:10.20944/preprints202307.1298.v1
Subject:
Environmental And Earth Sciences,
Pollution
Keywords:
artificial neural networks; machine learning; environmental protection; air pollution; atmosphere; pollutants emission prediction; forecasting; data security
Online: 19 July 2023 (07:17:31 CEST)
ARTICLE
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Artificial intelligence; machine learning; real-time probabilistic data; for cyber risk; super forecasting; red teaming;
Online: 12 April 2021 (12:18:14 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0588.v1
Subject:
Engineering,
Safety, Risk, Reliability And Quality
Keywords:
early fire detection; multi sensor network; data driven fire detection; machine learning; public data set
Online: 8 June 2023 (08:04:39 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0127.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Descriptive analysis; principal components analysis; k-means clustering; data panel regression method; machine learning; XGBoost algorithms; random forest algorithms
Online: 8 October 2021 (08:30:13 CEST)
ARTICLE
|
doi:10.20944/preprints201808.0350.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
big data; clustering; data mining; educational data mining; e-learning; profile learning
Online: 19 October 2018 (05:58:05 CEST)
COMMUNICATION
|
doi:10.20944/preprints202104.0575.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Ethnopharmacology; Artificial Intelligence; Web Crawling; Active Learning; Reinforcement Learning; Text Mining; Big Data
Online: 23 June 2021 (11:47:32 CEST)
ARTICLE
|
doi:10.20944/preprints202403.1305.v1
Subject:
Engineering,
Architecture, Building And Construction
Keywords:
Building management system; HVAC; energy efficiency; energy savings; optimization; data-driven
Online: 26 March 2024 (02:54:29 CET)
ARTICLE
|
doi:10.20944/preprints202312.0025.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
team formation; personality traits; software engineering; data-driven approach; simulated annealing
Online: 1 December 2023 (08:10:35 CET)
ARTICLE
|
doi:10.20944/preprints202209.0398.v1
Subject:
Engineering,
Civil Engineering
Keywords:
river discharge; hydro informatics; water resource; data-driven; deep learning; LSTM
Online: 26 September 2022 (11:30:24 CEST)
ARTICLE
|
doi:10.20944/preprints201908.0155.v2
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Long short-term memory; Brain dynamics; Data-driven modeling; Complex systems
Online: 18 September 2019 (13:05:22 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)