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)
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/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)