ARTICLE
|
doi:10.20944/preprints202207.0039.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Autonomous vehicles (A.V.); Anomaly Detection (A.D.); Deep Learning (DL), Symmetry; Long Short-Term Memory (LSTM); False Data Injection (FDI) Attacks
Online: 4 July 2022 (08:14:45 CEST)
REVIEW
|
doi:10.20944/preprints202203.0007.v1
Subject:
Chemistry And Materials Science,
Physical Chemistry
Keywords:
machine learning; neural network; Gaussian process regression; curse of dimensionality; high-dimensional model representation; energy conversion and storage; heterogeneous catalysis.
Online: 1 March 2022 (07:04:37 CET)
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/preprints202108.0018.v1
Subject:
Physical Sciences,
Radiation And Radiography
Keywords:
deep reinforcement learning; source search and localization; active search; gamma radiation; source parameter estimation; sequential decision making; non-convex environment}
Online: 2 August 2021 (11:14:24 CEST)
ARTICLE
|
doi:10.20944/preprints202101.0326.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
time series analysis; anomaly detection; neural networks; hypothesis testing; trend 17 analysis; periodicity analysis; cloud applications; pretrained models; transfer learning
Online: 18 January 2021 (12:00:39 CET)
ARTICLE
|
doi:10.20944/preprints202012.0634.v1
Subject:
Social Sciences,
Anthropology
Keywords:
Assistive Technology; Assistive devices; Students with disabilities; Decolonial Approach; South African Higher Education; Disability Staff members; learning; Enable and Constrain
Online: 24 December 2020 (14:46:01 CET)
ARTICLE
|
doi:10.20944/preprints202011.0056.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
COVID-19; Deep Learning; Natural Language Processing; Topic Modelling; Text Classification; Latent Dirichlet allocation (LDA); Non-negative matrix factorization (NMF)
Online: 2 November 2020 (15:24:20 CET)
ARTICLE
|
doi:10.20944/preprints202010.0436.v1
Subject:
Computer Science And Mathematics,
Mathematical And Computational Biology
Keywords:
Naïve Bayes Classification; Eulers Strength Formula; Cricket Prediction; Supervised Learning; KNIME Tool; Cricket prediction; sports analytics; multivariate regression; neural network
Online: 21 October 2020 (12:34:00 CEST)
ARTICLE
|
doi:10.20944/preprints202004.0354.v1
Subject:
Medicine And Pharmacology,
Other
Keywords:
machine learning; computer-assisted reporting; RadLex®; natural language processing; contextual reporting; The Alberta Stroke Programme Early CT Score (ASPECTS)
Online: 20 April 2020 (01:31:44 CEST)
ARTICLE
|
doi:10.20944/preprints201907.0311.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
Cyber-Physical Systems; reliability assessment; Internet-of-Things; LiDAR sensor; driving assistance; obstacle recognition; reinforcement learning; Artificial Intelligence-based modelling
Online: 28 July 2019 (12:38:28 CEST)
ARTICLE
|
doi:10.20944/preprints201810.0586.v1
Subject:
Computer Science And Mathematics,
Robotics
Keywords:
human activity recognition; gait analysis; human gait inference; wearable sensors; limb amputation; lower limbic prosthesis; machine learning; recurrent neural networks
Online: 25 October 2018 (04:51:27 CEST)
ARTICLE
|
doi:10.20944/preprints201807.0362.v2
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Cognitive Computing; Deep Learning; Intelligent Cognitive Assistants (ICA); Neuromorphic System-on-a-Chip (NeuSoC); NVRAM; RRAM; Spiking Neural Networks (SNNs).
Online: 6 September 2018 (10:53:42 CEST)
ARTICLE
|
doi:10.20944/preprints201801.0068.v1
Subject:
Biology And Life Sciences,
Biology And Biotechnology
Keywords:
Activities of Daily Living (ADL); environment; sensors; mobile devices, framework; data acquisition; data processing; data fusion; pattern recognition; machine learning
Online: 8 January 2018 (11:34:36 CET)
ARTICLE
|
doi:10.20944/preprints202406.1554.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Multi-Agent Systems (MAS), Machine Learning Pipelines, Supervised Learning, Data Science
Automation, Large Language Models (LLM), Reinforcement Learning (RL), Time Series Forecasting, AI Agents,
Open-Source Framework, Model Efficiency, Task Automation · Scalability in Machine Learning, Model Adaptability,
Collaborative AI Systems, Machine Learning Workflow Optimization
Automation, Large Language Models (LLM), Reinforcement Learning (RL), Time Series Forecasting, AI Agents,
Open-Source Framework, Model Efficiency, Task Automation · Scalability in Machine Learning, Model Adaptability,
Collaborative AI Systems, Machine Learning Workflow Optimization
Online: 24 June 2024 (09:50:32 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)
ARTICLE
|
doi:10.20944/preprints202407.1191.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine Learning; Latent Semantic Analysis; Gradient Boosting; Random Forest; Logistic Regression
Online: 16 July 2024 (05:34:01 CEST)
REVIEW
|
doi:10.20944/preprints202404.1130.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
ageing; Alzheimer’ s disease; Parkinson’ s disease; spinal injuries; stem cells; depression; stroke; deep brain stimulation; machine learning; dysmenorrhea
Online: 17 April 2024 (08:43:41 CEST)
ARTICLE
|
doi:10.20944/preprints202403.1013.v1
Subject:
Computer Science And Mathematics,
Mathematical And Computational Biology
Keywords:
physics-informed neural networks (PINNs); differential equation; loss function; activation function; deep learning; cancer cells; Montroll growth model; Verhulst growth model
Online: 18 March 2024 (10:29:13 CET)
ARTICLE
|
doi:10.20944/preprints202402.1557.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Phishing; Random Forest; Deep Learning; Recurrent Neural Network; Long Short-Term Memory; Speech Synthesis; Vision Synthesis; Phishing Detection Framework; Adaptive Framework
Online: 27 February 2024 (15:39:23 CET)
ARTICLE
|
doi:10.20944/preprints202402.0235.v1
Subject:
Engineering,
Bioengineering
Keywords:
Mangifera indica; artificial vision systems; convolutional neural tissues; deep learning classification; ReLU activation function; Python language; classification by color; handle quality.
Online: 5 February 2024 (07:44:39 CET)
ARTICLE
|
doi:10.20944/preprints202401.1266.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Malfunction detection, air-forced power transformers, cooling fans, acoustic features, learning algorithms, data augmentation, joint time-frequency feature extraction.
Online: 17 January 2024 (11:25:41 CET)
ARTICLE
|
doi:10.20944/preprints202312.1090.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
Machine Learning, Probabilistic Modeling, Multivariate and Univariate Modeling, Support Vector Regression, Random Forest, Adaboost, ARIMA, SARIMA, SARIMAX, Canadian Cattle Price Modeling
Online: 14 December 2023 (11:08:54 CET)
ARTICLE
|
doi:10.20944/preprints202311.0302.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
intrusion detection system; machine learning techniques; Exploratory Data Analysis; Performance Evaluation; feature selection; CSE-CIC-IDS-2018 dataset; Three phase models
Online: 6 November 2023 (07:46:31 CET)
ARTICLE
|
doi:10.20944/preprints202311.0168.v2
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
Lighting conditions; Leaf colors; Random Forests; Raphanus sativus L. var. sativus; RGB; SPAD value; Machine learning; Image processing; Color image processing
Online: 6 November 2023 (01:22:18 CET)
ARTICLE
|
doi:10.20944/preprints202310.1819.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
epithelial ovarian cancer; complete cytoreduction; estimated blood loss; estimated blood volume; blood transfusion; intra-operative mapping; machine learning; explainable artificial intelligence
Online: 27 October 2023 (14:21:45 CEST)
ARTICLE
|
doi:10.20944/preprints202310.1009.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Agricultural engineering; Machine learning; IOT; Mobile application; hydrological modeling; NRCS simulator; Intelligent irrigation system; surface runoff; flood prevention and cloud computing
Online: 17 October 2023 (05:50:21 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1971.v1
Subject:
Engineering,
Other
Keywords:
Mycoplasma synoviae; pathogen detection; optical measurements; spectral measurements; optical spectroscopy; machine learning; artificial intelligence AI; origin classification; food safety; food monitoring
Online: 28 September 2023 (10:00:45 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1413.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Ontology Alignment; M2M Translation; Self-Attention, Deep Learning; Industry 4.0; Industry 5.0 IIoT; Knowledge Graph; Industrial Internet of Things; Smart City
Online: 21 September 2023 (03:10:38 CEST)
ARTICLE
|
doi:10.20944/preprints202309.0970.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
terraced-field areas (TRAs); machine learning; Yellow River Basin (YRB); linear mixed model (LMM); random forest regression; Google Earth Engine (GEE)
Online: 14 September 2023 (08:54:12 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0563.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
artificial intelligence; ChatGPT; construction of values; cultural heritage; cultural relativism; digitally born content; heritage management; falsified references; language model; machine learning
Online: 10 July 2023 (09:41:40 CEST)
ARTICLE
|
doi:10.20944/preprints202306.1045.v1
Subject:
Environmental And Earth Sciences,
Sustainable Science And Technology
Keywords:
higher education; resource efficiency; manufacturing industries; unique interdisciplinary international higher education approach; life-long learning; quality feedback survey and results assessment
Online: 14 June 2023 (10:32:39 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0883.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Artificial intelligence (AI); classification; cognitive; detection; multibeam multifunction phased array radar (MMPAR); reinforcement learning (RL); swarm; tracking; unmanned aerial vehicles (UAVs)
Online: 13 June 2023 (07:31:23 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0079.v2
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
Macro- and Micro-Expression Spotting; Image Processing; Computer Vision; Artificial Intelligence; Deep Learning; Swin Transformer; Shifted Patch Tokenization; Locality Self-Attention
Online: 8 June 2023 (15:06:19 CEST)
ARTICLE
|
doi:10.20944/preprints202303.0470.v1
Subject:
Medicine And Pharmacology,
Other
Keywords:
design; clinical decision support systems; intelligent systems; expert systems; Machine Learning; decision-making; medical algorithm; design science research.; obstructive sleep apnea
Online: 28 March 2023 (03:18:38 CEST)
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/preprints202208.0068.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Frequency estimation; FM; sensors; Internet of Things (IoT); software-defined radio (SDR); al-pha-stable noise; time-frequency distribution; deep learning
Online: 3 August 2022 (03:15:26 CEST)
ARTICLE
|
doi:10.20944/preprints202112.0510.v1
Subject:
Business, Economics And Management,
Business And Management
Keywords:
start-up; innovation ecosystem; food system; transformation; Germany; food science; entrepre-neurship; food technology; sustainable development goals; learning from other countries
Online: 31 December 2021 (11:14:06 CET)
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
|
doi:10.20944/preprints202103.0262.v1
Subject:
Biology And Life Sciences,
Immunology And Microbiology
Keywords:
immune checkpoint inhibitors; immune checkpoint radiolabeled antibodies; PD-1; PD-L1; immune PET; immunotherapy; AI; Radiomics; Deep learning; CAR-T cells
Online: 9 March 2021 (11:12:55 CET)
ARTICLE
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Habitat grasslands monitoring; Brachypodium genuense; vegetation dynamics; Campo Imperatore plateau; Sentinel-2; Machine learning; Multispectral classification; Topographic niche models; Natura 2000.
Online: 25 February 2021 (10:06:59 CET)
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)
CONCEPT PAPER
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Mobile data science; artificial intelligence; machine learning; natural language processing; expert system; data-driven decision making; context-awareness; intelligent mobile apps
Online: 14 September 2020 (00:01:39 CEST)
ARTICLE
|
doi:10.20944/preprints202006.0031.v3
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep learning; Convolutional Neural Network; Coronavirus; COVID-19; radiology; CT scan; Medical image analysis; Automatic medical diagnosis; lung CT scan dataset
Online: 5 September 2020 (03:36:20 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/preprints202007.0209.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Deep learning; Head Related Transfer Function (HRTF); Restoration; Ambisonics; Spatial Audio; Spherical harmonic; Audio signal processing; Denoising; Auto-Encoder; Neural Network
Online: 10 July 2020 (08:58:11 CEST)
ARTICLE
|
doi:10.20944/preprints202005.0356.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Supervised Learning; Time Series Classification; Jamming Detection; Automatic Modulation Classification; Feature Selection; Genetic Algorithm; Principal Component Analysis; QPSK modulation; APSK modulation
Online: 23 May 2020 (05:10:36 CEST)
ARTICLE
|
doi:10.20944/preprints202004.0503.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
UWB; NLOS identification; multi-path detection; NLOS and MP discrimination; machine learning; SVM; random forest; multilayer perceptron; LOS; DWM1000; indoor localization
Online: 29 April 2020 (10:29:54 CEST)
ARTICLE
|
doi:10.20944/preprints202004.0481.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
cybersecurity; cyber-attacks; anomaly detection; intrusion detection system; machine learning; network behavior analysis; cyber decision making; cybersecurity analytics; cyber threat intelligence.
Online: 27 April 2020 (08:10:53 CEST)
ARTICLE
Subject:
Social Sciences,
Education
Keywords:
education; skills development; online distance learning; credentials; open badges; blockchain; sustainable livelihoods; sustainable mountain development; traditional knowledge; culture; Kyrgyzstan; Central Asia
Online: 27 March 2020 (03:07:11 CET)
ARTICLE
|
doi:10.20944/preprints202003.0297.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Data Mining; Alzheimer’s Dementia; Composite Hybrid Feature Selection; Machine learning; Stack Hybrid Classification; AI Techniques; Classification; AD Diagnose; Clinical AD Dataset
Online: 19 March 2020 (10:52:31 CET)
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/preprints201905.0090.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
intelligence; inductive methods; deductive methods; pseudorandom number; artificial intelligence; Prolog; Otter; Z3; deep learning; ensemble methods; automated reasoning; coin-weighing puzzles
Online: 8 May 2019 (10:03:46 CEST)
ARTICLE
|
doi:10.20944/preprints201902.0041.v1
Subject:
Biology And Life Sciences,
Ecology, Evolution, Behavior And Systematics
Keywords:
Approximate Bayesian computation; demographic history; distributional shift; evolutionary history; machine learning; phylogeography; range contraction; range expansion; Reticulitermes flavipes; species distribution modeling
Online: 4 February 2019 (16:47:40 CET)
ARTICLE
|
doi:10.20944/preprints201901.0050.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
mapping cocoa agroforests; Congo Basin rainforest; sentinel-1; SAR; GLCM textures; grey level quantization; random forest algorithm; machine learning; classification uncertainty
Online: 7 January 2019 (09:56:10 CET)
ARTICLE
|
doi:10.20944/preprints201811.0460.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
education for sustainable development; confusion; intelligent tutoring system (ITS); ASSISTments; machine learning; computer-based homework; algebra mathematics technology education; sustainable development
Online: 19 November 2018 (11:46:56 CET)
ARTICLE
|
doi:10.20944/preprints201804.0157.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
information theory; cohomology; algebraic topology; topological data analysis; genetic expression; epigenetics; machine learning; statistical physic; multivariate mutual-information; complex systems; biodiversity
Online: 12 April 2018 (05:35:26 CEST)
ARTICLE
|
doi:10.20944/preprints201801.0125.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
multi-criteria decision analysis (MCDA); online broker; misspecification of criteria; structural uncertainty; unsupervised machine learning; factor analysis, quality of service (QoS)
Online: 15 January 2018 (11:29:56 CET)
ARTICLE
|
doi:10.20944/preprints202408.1325.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
sensory processing; neurodevelopmental disorders; Autism Spectrum Disorder; Attention Deficit Hyperactivity Disorder; Learning Disorder; Developmental Disorder; Williams Syndrome; 22q11.2 Deletion Syndrome; Pseudohypoparathyroidism; children
Online: 19 August 2024 (12:13:51 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1129.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Agricultural soil sensing; inductive power transfer; Monte Carlo methods; machine learning; power transfer coil misalignment; wireless power transfer; wireless underground sensor networks
Online: 15 July 2024 (08:07:08 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0545.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Photovoltaic (PV) Systems; Battery Storage; Electric Vehicles (EVs); DC-DC Converters; Adaptive Deep Learning; Sliding Mode Control (SMC); Convolutional Neural Networks (CNN)
Online: 5 July 2024 (14:48:19 CEST)
ARTICLE
|
doi:10.20944/preprints202406.1794.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Intelligent Robotics; Robotic Arm; Collision Avoidance; Human-Robot Interaction; Current Fluctuation;
Safety Systems; Machine Learning; Real-time Analysis; Automation; Adaptive Control
Safety Systems; Machine Learning; Real-time Analysis; Automation; Adaptive Control
Online: 25 June 2024 (16:44:26 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0185.v1
Subject:
Medicine And Pharmacology,
Ophthalmology
Keywords:
keratoconus; corneal collagen cross-linking; CXL outcomes; machine learning models; predictive models; keratometry readings; corneal thickness; corneal thinning; individualized approach; precision medicine
Online: 5 June 2024 (05:54:59 CEST)
ARTICLE
|
doi:10.20944/preprints202405.0686.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
fake news detection; misinformation; disinformation; AI-generated fake news; natural language processing; machine learning; large language models; multidomain analysis; cross-domain evaluation
Online: 13 May 2024 (03:06:52 CEST)
REVIEW
|
doi:10.20944/preprints202403.1799.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
Motor control; kinematics and kinetics; motoneuron; central pattern generators; reflex; internal models; neural networks; sensory-motor learning; cerebellum; neurological diseases; movement disorders
Online: 29 March 2024 (09:16:41 CET)
ARTICLE
|
doi:10.20944/preprints202403.1098.v1
Subject:
Social Sciences,
Education
Keywords:
Japanese as a foreign language; learning environment; multilingual classrooms; non-native Japanese teachers; teacher staffing patterns
Online: 21 March 2024 (03:45:30 CET)
ARTICLE
|
doi:10.20944/preprints202312.1983.v1
Subject:
Engineering,
Safety, Risk, Reliability And Quality
Keywords:
Decision Support Systems; Control Room Operators; Task Overload; Artificial Intelligence; Dynamic Influence Diagrams; Reinforcement Learning; Situation Awareness; Trust in Automation; Process Control
Online: 26 December 2023 (10:17:27 CET)
ARTICLE
|
doi:10.20944/preprints202311.1385.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
machine learning: classification; support vector machines; random forest classifier; outlier detection; feature selection; data augmentation; hand shape recognition; sign language; virtual reality
Online: 22 November 2023 (05:51:51 CET)
ARTICLE
|
doi:10.20944/preprints202311.0238.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
decision tree; gradient boosting machine (GBM); machine learning method; multiple regression analysis; photovoltaic plant; random forest; solar photovoltaic energy generation; statistical method
Online: 6 November 2023 (10:21:09 CET)
REVIEW
|
doi:10.20944/preprints202310.0049.v2
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
Human-Robot Collaboration (HRC); manufacturing assembly; task allocation, reinforcement learning; Cyber-Physical Systems (CPS); Industry 4.0; robotic assembly sequence planning; collaborative robotics
Online: 7 October 2023 (09:25:01 CEST)
ARTICLE
|
doi:10.20944/preprints202306.2086.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
laser beam butt welding (LBW); Joint-gap formation; AE-analysis; Non-destructive test-30 ing (NDT); Deep learning; Audible to Ultrasonic sensors
Online: 29 June 2023 (10:14:05 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0833.v3
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
quantum machine learning; Variational Quantum Circuit; Quantum Kernel Estimator; Qiskit; Ridge; Lasso; XGBoost; LightGBM; CatBoost; classification; quantum computing; boost classifiers; neural networks
Online: 9 June 2023 (13:27:01 CEST)
ARTICLE
|
doi:10.20944/preprints202304.1131.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
remote sensing; machine learning; regenerative grazing; grassland biomass; total standing dry matter; digital agriculture; grazing management; climate change; Cibo Labs; Sentinel-2
Online: 28 April 2023 (07:15:03 CEST)
ARTICLE
|
doi:10.20944/preprints202303.0003.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
XAI; Interpretability; Predictive Maintenance; Prognostics and Health Management; Remaining Useful Life; Deep Learning; Convolutional Neural Network; Comparative Analysis; XAI Evaluation and Accountability
Online: 1 March 2023 (02:31:28 CET)
ARTICLE
|
doi:10.20944/preprints202301.0115.v1
Subject:
Computer Science And Mathematics,
Security Systems
Keywords:
Artificial Intelligence (AI); Machine Learning (ML); Cyber security; Uses of Cyber security; Future in Cyber security; AI and ML in Cyber security
Online: 6 January 2023 (04:39:20 CET)
ARTICLE
|
doi:10.20944/preprints202209.0186.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
mineral dust; north African dust; Saharan dust; Bodélé depression; bias correction; machine learning; aerosol optical depth; chemistry-transport model; aerosols; particulate matter
Online: 14 September 2022 (03:02:59 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0364.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Artificial Intelligence; Machine Learning; Explainable Artificial Intelligence; Soft Sensors; Industry 4.0; Smart Manufacturing; Cyber-Physical System; Crude Oil Distillation; Debutanization; LPG Purification
Online: 25 October 2021 (15:43:08 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0363.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Oil spills; synthetic aperture radar (SAR); deep convolutional neural networks (DCNNs); vision transformers (ViTs); deep learning; semantic segmentation; marine pollution; remote sensing
Online: 25 October 2021 (15:42:36 CEST)
ARTICLE
|
doi:10.20944/preprints202103.0745.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
abdominal aortic aneurysm; pulse wave analysis; one-dimensional modelling; in silico pulse waves; machine learning; recurrent neural network; long short-term memory
Online: 30 March 2021 (14:05:44 CEST)
ARTICLE
|
doi:10.20944/preprints202003.0299.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Data Mining; Alzheimer’s Dementia; Composite Hybrid Feature Selection; Machine learning; stack Hybrid Classification; AI; MRI; Neuroimaging; MPEG7 edge histogram feature extraction; CNN
Online: 19 March 2020 (11:25:01 CET)
ARTICLE
|
doi:10.20944/preprints201810.0774.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
machine learning; wave energy; power take-off; artificial neural network; wave tank test; physical scale model; floating point absorber; damping; control; collaborative
Online: 2 November 2018 (12:35:44 CET)
ARTICLE
|
doi:10.20944/preprints201809.0219.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
informal settlement indicators; very high resolution (VHR); urbanisation; sustainable development goals; object-based image analysis (OBIA); machine learning (ML); random forest (RF)
Online: 12 September 2018 (12:32:25 CEST)
REVIEW
|
doi:10.20944/preprints201805.0418.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
big data training and learning; company and business requirements; ethics; impact; decision support; data engineering; open data; smart homes; smart cities; IoT
Online: 29 May 2018 (08:45:52 CEST)
ARTICLE
|
doi:10.20944/preprints201803.0121.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
deep Kalman filter; simultaneous sensor integration and modelling (SSIM); GNSS/IMU integration; recurrent neural network; deep learning; long-short term memory (LSTM)
Online: 15 March 2018 (07:10:32 CET)
ARTICLE
|
doi:10.20944/preprints202408.1363.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Wildfire Detection; Vision Transformers; Machine Learning; Satellite Imagery; FlameViT; Hyperparameter Tuning; Convolutional Neural Networks (CNNs); Multi-Head Self-Attention; Environmental Monitoring; Disaster Response
Online: 19 August 2024 (14:03:42 CEST)
ARTICLE
|
doi:10.20944/preprints202408.1230.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Human-robot collaboration; GPU-accelerated computing; computer vision; generative AI; productivity; workplace safety; real-time data processing; machine learning; business environments; operational efficiency
Online: 19 August 2024 (04:36:42 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0872.v1
Subject:
Engineering,
Other
Keywords:
porosity-based facies; borehole image logs; machine learning; sustainability; dataset integration; pre-salt carbonate reservoir; carbonate petrophysics; carbon capture storage; sustainable geological resources
Online: 13 June 2024 (11:26:33 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0677.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Artificial intelligence (AI), Assistive technology, Computer vision, Deep learning, Gesture detection, Google Coral, Hand exoskeleton, Motor neuron disease, Vision-enabled rehabilitation.
Online: 11 June 2024 (15:51:20 CEST)
ARTICLE
|
doi:10.20944/preprints202402.1635.v1
Subject:
Social Sciences,
Sociology
Keywords:
dramatic social change; coaching sociology; paradigm shift in coaching; ontological non-neutrality; no expert coachee; learning-to-develop through research; post-communist society
Online: 28 February 2024 (17:03:22 CET)
ARTICLE
|
doi:10.20944/preprints202312.0851.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Portfolio Management (PM); Deep Reinforcement Learning (DRL); Non-Stationary 13 Transformer; Sequential Processing; Data Heterogeneity; Market Uncertainty; Diverse Knowledge 14 Integration; Multimodal Learning15
Online: 12 December 2023 (09:59:50 CET)
ARTICLE
|
doi:10.20944/preprints202310.1418.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Half-cell potential; Electrical resistivity; Impact echo; Numerical simulation; Machine learning; Multi-NDE; Corrosion; Bridge deck; concrete; Random Forest; classification algorithm; regression algorithm
Online: 23 October 2023 (08:59:09 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0051.v3
Subject:
Physical Sciences,
Quantum Science And Technology
Keywords:
Quantum K-Means; Quantum Machine Learning; Quantum Computing; K-Means Clustering; 6G Communication; Quadrature Amplitude Modulation; Quantum-Classical Hybrid Algorithms; Quantum-Inspired Algorithms
Online: 19 September 2023 (04:33:13 CEST)
ARTICLE
|
doi:10.20944/preprints201908.0320.v2
Subject:
Computer Science And Mathematics,
Signal Processing
Keywords:
Electrocardiography Analysis; Persistence Landscape; Signal Analysis; Machine Learning; Topological Data Analysis; Topological Signal Signature; Classification; Time Series Analysis; Biomedical Signal Analysis; Persistence Homology
Online: 2 August 2023 (10:33:09 CEST)
ARTICLE
|
doi:10.20944/preprints202306.1370.v1
Subject:
Physical Sciences,
Radiation And Radiography
Keywords:
adolescent idiopathic scoliosis; pose estimation; posture parameters; mobile devices; deep learning; clinical photography; mobile applications; MoveNet, convolutional neural network; kinematics; posture; reliability; validity
Online: 19 June 2023 (14:27:12 CEST)
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)
ARTICLE
|
doi:10.20944/preprints202304.0959.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
machine learning; mechanical damage detection; pipelines; physics-informed datasets; simulations; welding detection; CNN structure optimization; sensing system; data classification performance and noise robustness
Online: 26 April 2023 (04:59:54 CEST)
REVIEW
|
doi:10.20944/preprints202302.0209.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
artificial intelligence system; resilience; robustness; fault tolerance; graceful degradation; do-main-adaptation; meat-learning; adversarial attack; fault injection; concept drift; resilience as-sessment
Online: 13 February 2023 (09:07:36 CET)
ARTICLE
|
doi:10.20944/preprints202109.0034.v3
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Artificial intelligence; CMAPSS; consistency and local accuracy; CUSUM chart; deep learning; prognostic and health management; RMSE; sensing and data extraction; SHAP; Uncertainty; XAI
Online: 12 January 2022 (10:22:47 CET)
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/preprints202111.0070.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
COVID-19; university student; socio-demographic factors; satisfaction; perception; online learning; mental health; habits; institutions; continents; Natural Language processing; Swivel embedding; Words Cloud.
Online: 3 November 2021 (09:06:22 CET)