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/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)
REVIEW
|
doi:10.20944/preprints202407.0266.v1
Subject:
Public Health And Healthcare,
Public Health And Health Services
Keywords:
artificial intelligence in implantology; AI in dental implantology; machine learning in dental implantology; deep learning in implant dentistry; robotics in dental implantology; ai-based implant planning
Online: 2 July 2024 (16:08:01 CEST)
ARTICLE
|
doi:10.20944/preprints202403.1106.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Change Detection; Remote Sensing; Aerial Images; Deep Learning; Convolution Neural Network (CNN); Recurrent Neural Network (RNN); Sustainable Development; Benchmarking; Generalization; Model Evaluation; Contour Analytics; Robustness Analysis
Online: 20 March 2024 (04:40:23 CET)
ARTICLE
|
doi:10.20944/preprints202402.1299.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Post-quantum cryptography (PQC), PQC transition timelines, hybrid quantum-classical computing, artificial intelligence, machine learning, deep learning, Grover's Adaptive Search (GAS), Harrow-Hassidim-Lloyd (HHL) Algorithm
Online: 22 February 2024 (11:54:49 CET)
ARTICLE
|
doi:10.20944/preprints202402.0317.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
Metaverse; Smart City (SC); Digital Twins (DTs); cybersecurity; Swarm Artificial Intelligence (SAI); Collaborative Deep Learning (CDL); Federated Learning (FL); Privacy-Preserving Machine Learning (PPML); blockchain; avatar
Online: 6 February 2024 (10:32:40 CET)
ARTICLE
|
doi:10.20944/preprints202401.2120.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep Learning; Natural Language Processing; Transformer-based Network; Atinuke; Attention Mechanisms; Hyperparameter Tuning; Multi-Head Attention; Embeddings; Machine Learning; Pipelines; State-of-the-Art (SOTA) Results
Online: 31 January 2024 (02:55:47 CET)
ARTICLE
|
doi:10.20944/preprints202305.0058.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Autonomous Vehicles (AVs); LiDAR (Light Detection and Ranging); Point Clouds; Clustering Algorithms; Multi-Target Tracking (MTT); Object Detection; Sensor Fusion; Deep Learning; 3D Point Cloud Segmentation
Online: 2 May 2023 (05:04:57 CEST)
ARTICLE
|
doi:10.20944/preprints202302.0198.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Infected lung segmentation; Quantification of lung disease severity; Comparison be-tween manual and automated image segmentation; Deep Neural Network; COVID-19 detections; COVID-19 severity assessment
Online: 13 February 2023 (06:33:31 CET)
ARTICLE
|
doi:10.20944/preprints202301.0280.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Fanconi anemia; oral cancer; oral potentially malignant lesion; liquid biopsy; saliva; oral rinse; plasma; next generation sequencing; cancer gene panel; early diagnosis; diagnostic test; deep sequencing
Online: 16 January 2023 (09:10:06 CET)
ARTICLE
|
doi:10.20944/preprints202101.0412.v2
Subject:
Biology And Life Sciences,
Insect Science
Keywords:
laser for mosquito control; deep learning for mosquito control; insect detection; mosquito neutralization; pest detection; insect recognition; Raspberry Pi3; Raspberry Pi4; OpenCV for small object detect
Online: 2 August 2021 (16:44:07 CEST)
ARTICLE
|
doi:10.20944/preprints201907.0004.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Thermal enhanced oil recovery (TEOR); temperature effect on oil/water relative; group method of data handling (GMDH) and gene expression programming (GEP), machine learning, deep learning
Online: 1 July 2019 (11:12:44 CEST)
REVIEW
|
doi:10.20944/preprints202406.1366.v2
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
You Only Look Once; YOLO; YOLOv10 to YOLOv1; CNN; Deep learning; Object detection; Artificial intelligence; Computer vision; Healthcare; Autonomous Vehicles; Industrial manufacturing; Surveillance; Agriculture; YOLOv10; YOLOv9; YOLOv8
Online: 24 June 2024 (08:50:30 CEST)
ARTICLE
|
doi:10.20944/preprints202311.0949.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Convolutional Neural Net (CNN); Vision Transformer (ViT); ImageNet Models; Transfer Learning (TL); Machine Learning (ML); Deep Learning (DP); Blood Cell Classification, Peripheral Blood Cell (PBC), CBAM, Naturalize
Online: 14 November 2023 (15:18:08 CET)
REVIEW
|
doi:10.20944/preprints202307.1826.v1
Subject:
Engineering,
Architecture, Building And Construction
Keywords:
architectural design; digital design; digital fabrication; additive manufacturing (AM); 3D printing (3DP); artificial intelligence (AI); machine learning (ML); deep learning (DL); artificial neural networks (ANN); computer vision
Online: 27 July 2023 (09:07:16 CEST)
ARTICLE
|
doi:10.20944/preprints202302.0066.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Smart Tourism; Sustainable Tourism; Natural language Processing (NLP); Big Data Analytics; Deep Learning; Machine Learning; Unsupervised Learning; Bidirectional Encoder Representations from Transformers (BERT); Literature Review; Smart Societies
Online: 3 February 2023 (09:47:55 CET)
ARTICLE
|
doi:10.20944/preprints202102.0622.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Frequency Estimation; Deep Learning (DL); Sensors; Internet of Things (IoT); Short Word-Length (SWL); Software-Defined Radio (SDR); Parallel-Computing FFT; Low-Power; Low-Cost; Biomedical Sensors.
Online: 26 February 2021 (15:22:14 CET)
REVIEW
|
doi:10.20944/preprints202001.0042.v1
Subject:
Medicine And Pharmacology,
Cardiac And Cardiovascular Systems
Keywords:
computed tomography (CT); magnetic resonance imaging (MRI); leukoaraiosis (LA); white matter hyperintensities (WMH); small vessels disease (SVD); periventricular white matter hyperintensities (PWMH); deep white matter hyperintensities (DWMH)
Online: 5 January 2020 (16:11:25 CET)
ARTICLE
|
doi:10.20944/preprints201909.0001.v2
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
treating filler complications; hyaluronidase; red king crab; hepatopancreas; hyaluronic acid (HA); hyaluronidase activity; turbidimetric method; atomic force microscopy (AFM); nuclear magnetic resonance (NMR); Revofil Ultra filler; Hyaluform deep filler; Lydase; Liporase
Online: 14 October 2019 (15:42:23 CEST)
REVIEW
|
doi:10.20944/preprints202409.1685.v1
Subject:
Medicine And Pharmacology,
Pathology And Pathobiology
Keywords:
Fine Needle Aspiration Cytology (FNAC); Machine Learning (ML); Deep Learning (DL); Image-Guided; BiopsyTumor Stratification; Diagnostic Accuracy; Artificial Intelligence (AI) in Oncology; Cytopathology; Predictive Analytics; Automated Diagnosis
Online: 23 September 2024 (12:23:07 CEST)
ARTICLE
|
doi:10.20944/preprints202409.1042.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
1D CNN; Squeeze-and-Excitation networks; RCN; lightweight model; lung and colon cancer detection; lung cancer detection; colon cancer detection; cancer detection; histopathological images; image classification; deep learning
Online: 13 September 2024 (11:07:43 CEST)
ARTICLE
|
doi:10.20944/preprints202103.0412.v2
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Imaging; Machine learning; Deepfakes; Human pose estimation; Upper body languages; World leader; Deep learning; Computer vision; Recurrent Neural Networks (RNNs); Long Short-term Memory(LSTM); machine learning; Forecasting
Online: 28 April 2021 (12:02:00 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/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/preprints202312.0825.v1
Subject:
Environmental And Earth Sciences,
Oceanography
Keywords:
wind wave; X-band marine radar; significant wave height; Pierson-Moskowitz spectrum; synthetic radar images; preliminary training; artificial neural networks; machine learning; deep learning; convolutional neural networks; unsupervised pre-training
Online: 12 December 2023 (08:11:49 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/preprints202311.0643.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
Parkinson’s disease; axial motor symptoms; postural instability & gait difficulties; functional limits of stability; non-motor sensory symptoms; sensorimotor integration; somatosensory system; plantar cutaneous vibration perception thresholds; deep brain stimulation; subthalamic nucleus
Online: 10 November 2023 (01:49:33 CET)
REVIEW
|
doi:10.20944/preprints202404.1667.v1
Subject:
Business, Economics And Management,
Finance
Keywords:
Machine Learning (ML); Bond Market Analysis; FinTech; Supervised Learning; Unsupervised Learning; Neural Networks; Deep Learning; Time Series Analysis; Bond Market Forecasting; Risk Management in Finance; Algorithmic Trading; Data Preprocessing in Finance; Model Overfitting
Online: 25 April 2024 (11:20:21 CEST)
REVIEW
|
doi:10.20944/preprints202306.0672.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Review; Human action recognition; Smart living; Services; Applications; Context Awareness; Data Availability; Personalization; Privacy; Sensing technology; Machine learning; Deep learning; Signal processing; Smart home; Smart environment; Smart city; Smart Community; Ambient Assisted Living
Online: 9 June 2023 (05:34:18 CEST)
REVIEW
|
doi:10.20944/preprints202305.0105.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Review; Human action recognition; Smart living; Multimodality; Real-time processing; Interoperability; Resource-constrained processing; Sensing technology; Machine learning; Deep learning; Signal processing; Smart home; Smart environment; Smart city; Smart Community; Ambient Assisted Living
Online: 3 May 2023 (06:54:40 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0344.v1
Subject:
Medicine And Pharmacology,
Epidemiology And Infectious Diseases
Keywords:
Deep phenotyping; AI; 2D and 3D facial scans; Genetic diseases; Early treatment; Big data; 2D and 3D facial scans; Facial traits; Healthcare; Citizen privacy; Ethical concerns; EU legal framework; Forensic medicine; Orwellian ramifications
Online: 14 April 2023 (03:56:59 CEST)
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/preprints202409.0308.v1
Subject:
Environmental And Earth Sciences,
Oceanography
Keywords:
Integrated Multi-Trophic Aquaculture (IMTA); seaweed growth prediction; Long Short-Term Memory (LSTM); loss function under physics constraint; deep learning; synthetic data generation; sensor data augmentation; aquaculture optimization; biomass estimation; environmental monitoring; Robotic System
Online: 4 September 2024 (18:14:37 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
|
doi:10.20944/preprints202208.0233.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Smart Families; Smart Homes; Sustainable Societies; Smart Cities; Deep Learning; Natural Language Processing (NLP); Social Sustainability; Environmental Sustainability; Economic Sustainability; Bidirectional Encoder Representations from Transformers (BERT); Triple Bottom Line (TBL); Internet of Things (IoT)
Online: 12 August 2022 (10:22:17 CEST)
ARTICLE
|
doi:10.20944/preprints202106.0159.v1
Subject:
Biology And Life Sciences,
Anatomy And Physiology
Keywords:
run off; deep leakage; Soil water; plant growth; Soil Water Resource Use Limit by plants; Soil Water Carrying Capacity for Vegetation; key period of plant water relationship regulation; sustainable use of soil water resources
Online: 7 June 2021 (09:29:51 CEST)
ARTICLE
|
doi:10.20944/preprints202312.2063.v1
Subject:
Engineering,
Bioengineering
Keywords:
oxygen extraction faction; quantitative susceptibility mapping; quantitative blood oxygen level-dependent imaging; multi-echo complex quantitative susceptibility mapping and quantitative blood oxygen level dependent magnitude; QSM+qBOLD; QQ; mcQQ; deep learning; magnetic resonance imaging; MRI
Online: 27 December 2023 (09:10:19 CET)
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/preprints202402.1665.v1
Subject:
Social Sciences,
Library And Information Sciences
Keywords:
Predatory research field; Science evolution; Science of Science; Social dynamics of science; Transformers; ChatGPT; BERT; Microsoft Copilot:; Large Language Model; Emerging technology; Radical Technology; Natural Language Processing Tool; AI Technology; Deep Learning Architecture; Multi-Head Attention Mechanism.
Online: 29 February 2024 (09:06:19 CET)
ARTICLE
|
doi:10.20944/preprints202308.0528.v1
Subject:
Engineering,
Bioengineering
Keywords:
Speech Imagery; Mental Task; Machine Leaning; Feature Extraction; Common spatial pattern (CSP); Filter bank Common Spatial Pattern (FBCSP); Brain – Computer Interface (BCI); Principal Components Analysis (PCA); Feature Selection; Channel Selection; Mutual Information; Lagrange Formula; Deep Learning; SVM Classifier
Online: 7 August 2023 (10:23:13 CEST)
REVIEW
|
doi:10.20944/preprints202405.0601.v1
Subject:
Biology And Life Sciences,
Life Sciences
Keywords:
Data science; Big data; Data mining; Bioinformatics; Chemometric; Medicinal chemistry; Targets; Knowledge discovery; Artificial intelligence, Machine learning, Deep learning; Data integration; Metadata, Database; QSAR; Collaborative drug discovery; Structure-based drug design; Ligand-based drug discovery; Clinical trials; Product development.
Online: 10 May 2024 (10:15:20 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)
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/preprints202410.1215.v1
Subject:
Computer Science And Mathematics,
Computer Networks And Communications
Keywords:
Internet of Things; Internet of Battlefield Things; Internet of Medical Things; Internet of Agricultural Things; Artificial Intelligence; Machine Learning; Deep Learning; AI-Driven Security; Cloud Computing; Cloud Security; Cybersecurity; IoT Security; IoT Vulnerabilities; Hardware Security; Software Security; Network Security; Wireless Sensor Networks; Wireless Communication Protocols; IoT Protocols; Intrusion Detection System; Vulnerability Analysis; Attack Mitigation; Penetration Testing
Online: 15 October 2024 (18:15:59 CEST)
REVIEW
|
doi:10.20944/preprints202402.1122.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Tensor Decompositions (TDs); Satellite Imaging (SI); Deep Learning (DL); Tensor Train Networks (TTNs); Tucker decomposition (TUD); canonical polyadic decomposition (CPD); polyadic decomposition (PD); Roll, Pitch, and Yaw (RPY)
Online: 20 February 2024 (09:08:09 CET)