REVIEW
|
doi:10.20944/preprints202404.0172.v1
Subject:
Public Health And Healthcare,
Primary Health Care
Keywords:
cardiorespiratory fitness; estimated CRF; metabolic risk factors; noncommunicable diseases; public health; eCRF prediction models; hypertension; hyperglycemia; dyslipidemia; obesity
Online: 2 April 2024 (10:32:26 CEST)
ARTICLE
|
doi:10.20944/preprints202401.0692.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
multi-objective genetic algorithms; neural networks; forecasting models; ensemble models; prediction intervals; probabilistic forecasting; day-ahead energy markets.
Online: 9 January 2024 (10:16:12 CET)
ARTICLE
|
doi:10.20944/preprints202312.1937.v1
Subject:
Physical Sciences,
Other
Keywords:
Remote Sensing; Space Weather; Exterme Events; Solar-Terrestrial relationsnsip; Weather prediction; Atmospheric Electric Field; Geomagneticallt induced lectric currents
Online: 26 December 2023 (06:12:57 CET)
ARTICLE
|
doi:10.20944/preprints202308.1351.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
modular neural networks; convolutional neural networks; recurrent neural networks; rational choice theory; price fluctuations; sentiment analysis; Forex prediction
Online: 18 August 2023 (09:36:17 CEST)
ARTICLE
|
doi:10.20944/preprints202111.0377.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
deep learning; time series prediction; long short-term memory; recurrent neural network; maximum correlation kurtosis deconvolution; cuckoo search.
Online: 22 November 2021 (10:55:00 CET)
ARTICLE
|
doi:10.20944/preprints202111.0181.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
human-robot interaction; human-robot collaboration; collaborative robots; motion planning; robot control; human motion prediction; human-following robots
Online: 9 November 2021 (14:12:17 CET)
ARTICLE
|
doi:10.20944/preprints202107.0128.v1
Subject:
Chemistry And Materials Science,
Biomaterials
Keywords:
Spectrally selective coating; Optical properties; Thermal stability; High temperature emissivity; Energy activation; Prediction of lifetime test; Thermal aging.
Online: 6 July 2021 (09:29:09 CEST)
ARTICLE
|
doi:10.20944/preprints202105.0524.v1
Subject:
Medicine And Pharmacology,
Immunology And Allergy
Keywords:
Hsp70; sandwich ELISA; liquid biopsy; tumor biomarker; exosomes; prediction; response monitoring; non-small cell lung carcinoma (NSCLC); glioblastoma
Online: 21 May 2021 (15:06:37 CEST)
ARTICLE
|
doi:10.20944/preprints202009.0377.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
machine learning; prediction; adaptive neuro-fuzzy inference system; adaptive network-based fuzzy inference system; diffuse fraction; multilayer perceptron
Online: 17 September 2020 (05:46:25 CEST)
REVIEW
|
doi:10.20944/preprints202008.0527.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
transcriptional regulation; reaction theory; prediction of promoters; one-dimensional diffusion; rate equation; detailed balance; antenna effect; physicochemical techniques
Online: 24 August 2020 (10:09:12 CEST)
ARTICLE
|
doi:10.20944/preprints201901.0038.v4
Subject:
Physical Sciences,
Condensed Matter Physics
Keywords:
dynamical equation of period vectors, crystal structure prediction, microscopic equations of state, thermodynamical properties, system collapse, external stress
Online: 20 February 2019 (11:11:30 CET)
ARTICLE
|
doi:10.20944/preprints201806.0013.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
sustainability; trust; distress; transport services; road freight transport; modal shift potential; shift paradigm; modelling; prediction; General Discriminant Analysis
Online: 1 June 2018 (10:44:39 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1320.v1
Subject:
Computer Science And Mathematics,
Computer Networks And Communications
Keywords:
5G networks; network slicing; network slice orchestration; resource management; resource allocation; machine learning; supervised learning; reinforcement learning; traffic prediction
Online: 16 July 2024 (11:56:48 CEST)
ARTICLE
|
doi:10.20944/preprints202406.2037.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
solar greenhouse; internet of things; tomato growth model; deep learning; multi-step space-time prediction
Online: 1 July 2024 (04:02:41 CEST)
ARTICLE
|
doi:10.20944/preprints202406.1437.v1
Subject:
Medicine And Pharmacology,
Cardiac And Cardiovascular Systems
Keywords:
acute ischemic stroke; AIS; cryptogenic stroke; patent foramen ovale; PFO; RoPE score; risk of paradoxical embolism; risk stratification; prediction
Online: 20 June 2024 (15:09:01 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1028.v1
Subject:
Engineering,
Safety, Risk, Reliability And Quality
Keywords:
Machine Learning; Imbalance; Software Defect Prediction; NASA MDP; Random Forest; Software Quality; Generalization; Cost-Sensitive; Cross-language; Cross-Project
Online: 16 May 2024 (08:17:00 CEST)
ARTICLE
|
doi:10.20944/preprints202403.1676.v1
Subject:
Engineering,
Civil Engineering
Keywords:
modular steel buildings (MSBs); interlocking inter-module connections (IMCs); numerical model; plate thickness optimisation; machine learning slip prediction model
Online: 27 March 2024 (11:42:20 CET)
COMMUNICATION
|
doi:10.20944/preprints202311.1551.v2
Subject:
Biology And Life Sciences,
Animal Science, Veterinary Science And Zoology
Keywords:
basic coat color definition; offspring’ s coat color prediction; phenotypic distribution; Sarcidano Horse pigmentation
Online: 7 February 2024 (08:01:49 CET)
ARTICLE
|
doi:10.20944/preprints202307.1115.v1
Subject:
Environmental And Earth Sciences,
Geophysics And Geology
Keywords:
InSAR-based method; coal mine goaf; prediction of long-term land subsidence; concatenation of multiple short-term monitoring data
Online: 18 July 2023 (02:35:57 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0194.v1
Subject:
Biology And Life Sciences,
Virology
Keywords:
insect viruses; arthropod virus; distant homology detection; remote homology detection; virulence factor; tospovirus; structure prediction; cypovirus; small protrusion domain
Online: 2 June 2023 (11:45:35 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0737.v1
Subject:
Engineering,
Civil Engineering
Keywords:
seismic sequence; interpretable machine learning; successive earthquakes; seismic dama-ge prediction; seismic damage accumulation; machine learning; explainable machine learning
Online: 10 May 2023 (10:35:55 CEST)
ARTICLE
|
doi:10.20944/preprints202206.0120.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Miscanthus; remote sensing; UAV; multispectral images; high-throughput phenotyping; machine learning; yield prediction; trait estimation; PROSAIL; multi-sensor interoperability
Online: 8 June 2022 (09:44:59 CEST)
ARTICLE
|
doi:10.20944/preprints202203.0188.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Seismic Sequence; Machine Learning Algorithms; Repeated Earthquakes; Structural Damage Prediction; Intensity Measures; Damage Accumulation; Machine Learning; Artificial Neural Network
Online: 14 March 2022 (11:57:51 CET)
ARTICLE
|
doi:10.20944/preprints202102.0001.v1
Subject:
Medicine And Pharmacology,
Immunology And Allergy
Keywords:
Giant cell arteritis; anterior ischemic optic neuropathy; clinical prediction rule; diagnostic algorithm; C-reactive protein; temporal compression sonography; ultrasound
Online: 1 February 2021 (08:44:33 CET)
ARTICLE
|
doi:10.20944/preprints202009.0418.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
large sized lithium-ion battery; physic-based model; life prediction; scale-up model; reduced order cell model; electric vehicles
Online: 18 September 2020 (04:29:49 CEST)
ARTICLE
|
doi:10.20944/preprints202007.0336.v3
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
Prediction accuracy; Mixed linear and Bayesian models; Machine Learning algorithms; Training set size and composition; Parametric and nonparametric models
Online: 17 September 2020 (05:41:51 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/preprints202407.1704.v1
Subject:
Biology And Life Sciences,
Virology
Keywords:
antivirals; wild-type yellow fever virus; Hippeastrum puniceum; natural compound, bioassay-guided fractionation; UHPLC-HRMS/MS; In silico ADMET prediction
Online: 22 July 2024 (11:56:36 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1103.v1
Subject:
Environmental And Earth Sciences,
Geophysics And Geology
Keywords:
anomalies of geoelectric field; non-uniform variations; tectonic activities; dominant azimuth angle; three elements of earthquake prediction; Jishishan Ms6.2 earthquake
Online: 16 July 2024 (04:46:53 CEST)
ARTICLE
|
doi:10.20944/preprints202308.0937.v1
Subject:
Public Health And Healthcare,
Public, Environmental And Occupational Health
Keywords:
Google Trends; disease prediction; Lyme disease; Lyme; Big Data; One Health; negative binomial; mixed models; zoonotic disease; tick-borne disease
Online: 11 August 2023 (11:01:40 CEST)
ARTICLE
|
doi:10.20944/preprints202206.0394.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
deep learning; DNN; machine learning; breast cancer; metastasis, metastatic breast cancer, distant recurrence of breast cancer metastasis; prediction; clinical; EHR
Online: 29 June 2022 (04:06:16 CEST)
ARTICLE
|
doi:10.20944/preprints202206.0359.v1
Subject:
Medicine And Pharmacology,
Pathology And Pathobiology
Keywords:
Kaposi’s sarcoma-associated virus (KSHV); Viral pre-initiation complex (vPIC); Bimolecular fluorescence complementation (BiFC); Artificial intelligence (AI) structure prediction; AlphaFold2
Online: 27 June 2022 (10:15:34 CEST)
ARTICLE
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
peloids; waste to energy; waste to carbon; circular economy; torrefied biomass; kinetics lifetime prediction; mass balance; energy balance; fuel properties
Online: 30 August 2021 (10:28:20 CEST)
ARTICLE
|
doi:10.20944/preprints201907.0016.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Remote sensing; Photogrammetry; Life cycle modeling; Time series forecasting; Structural damage; Stochastic modeling; Convex Hull; ARIMA; VAR; Fatigue crack prediction
Online: 1 July 2019 (12:23:16 CEST)
ARTICLE
|
doi:10.20944/preprints201903.0131.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
energy consumption; prediction; machine learning models; deep learning models; 21 artificial intelligence (AI); computational intelligence (CI); forecasting; soft computing (SC)
Online: 11 March 2019 (10:09:33 CET)
ARTICLE
|
doi:10.20944/preprints201811.0623.v1
Subject:
Biology And Life Sciences,
Plant Sciences
Keywords:
genomic selection; genomic prediction; genotyping by sequencing; pasmo resistance; pasmo severity; quantitative trait loci; single nucleotide polymorphism; Septoria linicola; flax
Online: 30 November 2018 (08:39:11 CET)
ARTICLE
|
doi:10.20944/preprints201608.0144.v1
Subject:
Engineering,
Civil Engineering
Keywords:
freeway; crash prediction model (CPM); sharp horizontal curve segment (SHCS); interactive influence among three explanatory variables; generalized negative binomial (GNB)
Online: 15 August 2016 (09:47:37 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1889.v1
Subject:
Medicine And Pharmacology,
Emergency Medicine
Keywords:
Bowel obstruction; Emergency surgery; Machine learning; Postoperative complications; Artificial intelligence; Risk prediction; C-reactive protein; Malignant obstruction; K-nearest neighbors algorithm
Online: 24 July 2024 (12:38:09 CEST)
REVIEW
|
doi:10.20944/preprints202306.0228.v2
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Prognostics; Ageing; Lithium-Ion Batteries; EV Batteries; Degradation; Electric vehicles; Failure; Solid Electrolyte Interphase; Lifespan Estimation; Battery Performance; Diagnostics; Lifetime Prediction
Online: 21 November 2023 (13:16:44 CET)
ARTICLE
|
doi:10.20944/preprints202302.0065.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
OpenAI; ChatGPT; GPT-3; text-davinci-003; chatbots; prediction; scenario planning; scenario generation; future research; artificial intelligence; human-AI interaction; collaboration
Online: 3 February 2023 (09:34:38 CET)
ARTICLE
|
doi:10.20944/preprints202208.0451.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
text splitting; text tokenization; transfer learning; mask-fill prediction; NLP linguistic rules; missing punctuations; cross-lingual BERT model; Masked Language Modeling
Online: 26 August 2022 (05:19:39 CEST)
ARTICLE
|
doi:10.20944/preprints202111.0202.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
solar energy; solar radiation prediction; hybrid machine learning; feature selection; feature extraction; classification algorithms; regression analysis; weather research and forecasting (WRF)
Online: 10 November 2021 (10:48:15 CET)
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
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
wind power forecasting; short-term prediction; hybrid deep learning; wind farm; long short term memory; gated recurrent network and convolutional layers
Online: 22 September 2020 (03:45:59 CEST)
ARTICLE
|
doi:10.20944/preprints202008.0448.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
airport operation and management; air passenger index(API) prediction; machine learning(ML); mutual information(MI); support vector regression (SVR); K-Means
Online: 20 August 2020 (08:31:36 CEST)
ARTICLE
|
doi:10.20944/preprints202008.0392.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
airport operation and management; air passenger index(API) prediction; machine learning(ML); mutual information(MI); support vector regression (SVR); K-Means
Online: 18 August 2020 (16:25:20 CEST)
ARTICLE
|
doi:10.20944/preprints202001.0033.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Smart Home (SH); Prediction; Artificial Neural Network (ANN); Fiber Bragg Grating (FBG); occupancy; number of person recognition; Scaled Conjugate Gradient (SCG)
Online: 4 January 2020 (08:32:18 CET)
ARTICLE
|
doi:10.20944/preprints201910.0141.v1
Subject:
Engineering,
Civil Engineering
Keywords:
transportation engineering; flexible pavement; pavement condition index prediction; falling weight deflectometer; mlp neural network; rbf neural network; intelligent machine system committee
Online: 12 October 2019 (06:08:32 CEST)
ARTICLE
Subject:
Medicine And Pharmacology,
Pharmacology And Toxicology
Keywords:
skin sensitization potential; prediction; in silico models; machine learning; local lymph node assay (LLNA); cosmetics; drugs; pesticides; chemical space; applicability domain
Online: 29 August 2019 (04:38:16 CEST)
ARTICLE
|
doi:10.20944/preprints202407.2362.v1
Subject:
Engineering,
Marine Engineering
Keywords:
Floating Offshore Wind Turbine; FOWT; FWT; Renewable Energy; LSTM Neural Networks; Seakeeping; Deep Learning; Time-Series prediction; Machine Learning; Data-Driven Model
Online: 30 July 2024 (10:28:17 CEST)
ARTICLE
|
doi:10.20944/preprints202312.1430.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
Alzheimer’s disease 1; plasma amyloid 2; SIMOA 3; plasma Aβ42/Aβ40 ratio 4; amyloid prediction 5; biomarkers 6; Alzheimer’s disease screening 7
Online: 19 December 2023 (10:19:53 CET)
ARTICLE
|
doi:10.20944/preprints202212.0098.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
Hodgkin lymphoma; chemotherapy; positron emission tomography computed tomography (PET-CT); fluorodeoxyglucose F18 (18F-FDG); Deauville score; standardized uptake value (SUV); response prediction.
Online: 6 December 2022 (09:55:58 CET)
ARTICLE
|
doi:10.20944/preprints202211.0148.v1
Subject:
Public Health And Healthcare,
Health Policy And Services
Keywords:
COVID-19 pandemic; Infectious diseases; Global diffusion; Environmental factors; Compartmental models; Epidemiologic models; Outlook; Prediction; Preparedness; Surveillance; Health policy; Crisis management; Strategies.
Online: 8 November 2022 (08:40:47 CET)
ARTICLE
|
doi:10.20944/preprints202111.0229.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
Total metabolic tumor volume; bone marrow to liver ratio; PET/CT; overall survival; immunotherapy; immune checkpoint inhibitor; standardized uptake value; response prediction
Online: 12 November 2021 (14:59:35 CET)
ARTICLE
|
doi:10.20944/preprints202306.1294.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Generalized Bayes; learning rate parameter; exponential distribution; joint type-II censoring; point predictor; prediction intervals; squared-error loss; Linex loss; general entropy loss.
Online: 19 June 2023 (05:12:04 CEST)
CONCEPT PAPER
|
doi:10.20944/preprints202204.0104.v1
Subject:
Computer Science And Mathematics,
Mathematical And Computational Biology
Keywords:
Method validation; droplet digital PCR; orthogonal factorial design; variance components; Poisson assumption; cloglog model; target DNA copies per droplet; Monte Carlo; prediction interval
Online: 12 April 2022 (08:46:49 CEST)
ARTICLE
|
doi:10.20944/preprints202111.0112.v1
Subject:
Medicine And Pharmacology,
Other
Keywords:
forensic medicine; forensic dentistry; forensic anthropology; 3D CNN; AI; deep learning; biological age determination; sex determination; 3D cephalometric; AI face estimation; growth prediction
Online: 5 November 2021 (10:00:56 CET)
ARTICLE
|
doi:10.20944/preprints202012.0637.v1
Subject:
Medicine And Pharmacology,
Immunology And Allergy
Keywords:
miRNA; gene targets; intronic miRNA; miRNA prediction; human miRNAs; PHEX miRNAs; chimpanzee homologues; experimentally-validated miRNA targets; miRNA computational survey; miRNA target multiplicity
Online: 24 December 2020 (15:30:33 CET)
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)
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/preprints202105.0272.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
real-time quality prediction; spatio-temporal features; feature importance; recurrent neural network; high-speed infrared imaging; convolutional neural network; lack of fusion (false friends)
Online: 12 May 2021 (13:55:12 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/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/preprints202007.0560.v1
Subject:
Environmental And Earth Sciences,
Sustainable Science And Technology
Keywords:
Urbanization growth prediction; Sustainable development, Land Change Modeler; IDRISI Selva; Land use land cover; Coastal cities; Lagos; Markov Chain; Multi-Layer Perceptron; Sustainability; Agenda 2063
Online: 23 July 2020 (12:32:04 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0476.v1
Subject:
Biology And Life Sciences,
Immunology And Microbiology
Keywords:
QIAGEN Knowledge Base (QKB); Ingenuity Pathway Analysis (IPA); Network Meta-analysis (NMA); Parkinson’s disease (PD); severe acute respiratory syndrome-coronavirus-2 (SARS-CoV-2); Coronavirus Disease-2019 (COVID-19); Neuroinflammation; Synuclein Alpha (SNCA); Angiotensin-converting enzyme-2 (ACE2)
Online: 7 July 2023 (10:55:52 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/preprints202407.0485.v1
Subject:
Environmental And Earth Sciences,
Water Science And Technology
Keywords:
Slaughterhouse wastewater and sludge; 1H NMR relaxometry and diffusometry; VIS-nearIR spectroscopy; pH, EC and TDS measurements; PCA-principal component analysis; AI-prediction using Machine Learning
Online: 5 July 2024 (13:53:26 CEST)
ARTICLE
|
doi:10.20944/preprints202311.1617.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Chromatin immunoprecipitation followed by sequencing; transcription factors binding sites prediction; cooperative binding of transcription factors; motifs conservation; classification of transcription factors; direct binding of transcription factors
Online: 27 November 2023 (07:26:54 CET)
ARTICLE
|
doi:10.20944/preprints202211.0395.v1
Subject:
Chemistry And Materials Science,
Polymers And Plastics
Keywords:
polymeric composite drilling; GFRP reinforced with Ti interlayers; hole drilling quality; delaminations; defect severity prediction; ANN based prognosis of the quality; tool geometry and machining conditions.
Online: 22 November 2022 (02:32:05 CET)
ARTICLE
|
doi:10.20944/preprints202310.1387.v3
Subject:
Biology And Life Sciences,
Aging
Keywords:
ageing, age-related disease, antagonistic pleiotropy, biological mechanisms, Blueprint Maps, evolutionary biology, hyperactivity, new ageing theory, patho-pathway, patho-pathway cascades, prediction, prevention, network constraint, treatment, triggers
Online: 14 May 2024 (09:11:20 CEST)
ARTICLE
|
doi:10.20944/preprints202308.2119.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Grid resilience; Power outage prediction; Monte Carlo simulation; LSTM forecasting; Hybrid LSTM-PSO model; Battery State of Charge; Microgrid integration; Techno-economic analysis; Renewable energy; Energy independence
Online: 31 August 2023 (04:18:56 CEST)
ARTICLE
|
doi:10.20944/preprints202107.0200.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
image quality assessment; image quality metrics; NR-IQAs; D-IQA; OCR accuracy; OCR prediction; OCR improvements; visual aids; visually impaired; reading aids; document images; text-based images
Online: 8 July 2021 (13:21:49 CEST)
ARTICLE
|
doi:10.20944/preprints201806.0479.v1
Subject:
Computer Science And Mathematics,
Analysis
Keywords:
Wearable Healthcare kit; Composite IoT sensors; Trauma Scoring; TRISS; Prediction of Survival PoS; NEWS; RTS; HL7 FHIR; SNOMED-CT; Location Aware Healthcare kit; GIS GPS Healthcare kit
Online: 28 June 2018 (15:44:00 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/preprints202308.2097.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
Prediction of tensile splitting strength; quality in concrete paving blocks; density of the fresh paving block; water absorption of concrete paving blocks; weight of the fresh paving blocks
Online: 31 August 2023 (09:33:10 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/preprints202105.0480.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
camptothecin; drug distribution; drug-membrane interaction; biophysical profiling; biomimetic models; partition coefficient; ADMET/PK prediction; small and wide-angle X-ray diffraction; fluorescence spectroscopy; human serum albumin (HSA)
Online: 20 May 2021 (10:52:33 CEST)
ARTICLE
|
doi:10.20944/preprints202010.0052.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
weather-related SARS-CoV-2 virulence; specific enthalpy of atmospheric moist air; temperature and humidity effects on COVID-19 outbreak; correlating equation; COVID-19 spread prediction risk scale
Online: 5 October 2020 (08:10:08 CEST)
ARTICLE
|
doi:10.20944/preprints202007.0735.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Variant of Unknown Significance (VUS); Single-Nucleotide Variant (SNV); Variant Effect Prediction (VEP); Stacked Ensemble of Supervised Deep Learners (SESDL); Next Generation Sequencing (NGS); Alternative Allele Frequency (AAF).
Online: 31 July 2020 (06:13:53 CEST)
ARTICLE
|
doi:10.20944/preprints202203.0403.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
behavioral change prediction; learned features; deep feature learning; handcrafted features; bidirectional long-short term memory; autoencoders; temporal convolutional neural network; clinical decision support system; multisensory stimulation therapy; physiological signals.
Online: 31 March 2022 (08:38:58 CEST)
ARTICLE
|
doi:10.20944/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/preprints202403.1678.v1
Subject:
Medicine And Pharmacology,
Obstetrics And Gynaecology
Keywords:
Endometriosis Severity Prediction; Numerical Multi-Scoring System of Endometriosis (NMS-E); Preoperative Diagnostic Method; deep endometriosis; Transvaginal Ultrasound; pelvic examination; Surgical Duration Estimation; laparoscopic surgery for endometriosis; r-ASRM classification.
Online: 27 March 2024 (11:59:51 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/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)
ARTICLE
|
doi:10.20944/preprints202111.0415.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
Precision stage; Balanced platform; Balancing weight; Drive force offset; Yaw motion; Abbe er-ror; Error prediction; Low-cost stage; Open frame stage; Linear motion guide (LM Guide); Py-thon; GEKKO; ANSYS bushing joint
Online: 23 November 2021 (09:47:56 CET)
ARTICLE
|
doi:10.20944/preprints202007.0639.v2
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
chromatin immunoprecipitation with massively parallel sequencing, transcription factors binding sites prediction; cooperative binding of transcription factors; composite elements; motifs conservation; classification of transcription factors; ETS transcription factor family; direct binding of transcription factors; overlap of motifs
Online: 20 August 2020 (13:43:09 CEST)
ARTICLE
|
doi:10.20944/preprints201905.0044.v2
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
bubble column reactor; machine learning; prediction; hydrodynamics; big data; Computational Fluid Mechanics, deep learning, hydroinformatics; artificial neural networks (ANNs); data science; artificial intelligence; computational fluid dynamics (CFD); adaptive network-based fuzzy inference system (ANFIS); pressure gradient
Online: 22 July 2019 (07:47:03 CEST)
ARTICLE
|
doi:10.20944/preprints201812.0009.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
smart home care (SHC); monitoring; prediction; trend detection; artificial neural network (ANN), Bayesian regulation method (BRM), wavelet transformation (WT), SPSS (statistical package for the social sciences) IBM; IoT (internet of things), activities of daily living (ADL)
Online: 3 December 2018 (07:05:04 CET)
REVIEW
|
doi:10.20944/preprints202105.0254.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep learning; deep neural networks; recurrent LSTM models; attention layers; latent variable extraction; domain adaptation; yield and growth prediction in greenhouses; energy optimization in retail refrigerator systems; verification and recognition of expiry date in retail food packaging.
Online: 11 May 2021 (15:46:14 CEST)
ARTICLE
Subject:
Engineering,
Civil Engineering
Keywords:
evolutionary model, gene-expression programming (GEP), prediction, soil compression index, estimation, soil engineering, soil informatics, civil engineering, machine learning, data science, big data, soft computing, deep learning, forecasting, subject classification codes, construction informatics, computational intelligence (CI), artificial intelligence (AI), estimation
Online: 25 March 2019 (10:25:18 CET)
ARTICLE
Subject:
Engineering,
Civil Engineering
Keywords:
Evolutionary model, gene-expression programming (GEP), prediction, soil compression index, estimation, soil engineering, soil informatics, civil engineering, machine learning, data science, big data, soft computing, deep learning, forecasting, subject classification codes, construction informatics, computational intelligence (CI), artificial intelligence (AI), estimation
Online: 25 March 2019 (10:21:45 CET)
ARTICLE
|
doi:10.20944/preprints202401.0160.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
solar irradiance nowcasting; deep learning in renewable energy; modular solar forecasting systems; computer vision for DNI estimation; ResNet-50 for energy prediction; cost-effective solar technology; high-resolution image processing; NVIDIA Jetson in solar energy; classification-based DNI analysis; sustainable energy optimization
Online: 3 January 2024 (08:36:12 CET)