ARTICLE
|
doi:10.20944/preprints202307.0564.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Internet of Things (IoT); Beyond 5G; 6G communications; Autonomous systems; Control systems; Real-time systems; Industry 4.0; Aversrial Machine Learning
Online: 10 July 2023 (10:12:36 CEST)
ARTICLE
|
doi:10.20944/preprints202208.0213.v1
Subject:
Biology And Life Sciences,
Biophysics
Keywords:
intermolecular binding affinity; drug target binding affinity; computer-aided drug design (CADD); artificial intelligence-integrated drug discovery (AIDD); machine learning
Online: 11 August 2022 (08:40:37 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/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/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/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/preprints202409.0547.v1
Subject:
Engineering,
Transportation Science And Technology
Keywords:
traffic inspection work, cognitive continuum of knowledge, data, information, applied knowledge, intelligence, wisdom, knowledge capacity for sharing, skills and values, human agent learning, memory and consciousness, ambient intelligence, algorithms and software procedures and specifications, machine learning, artificial intelligence, big data, data warehouse, culture and strategy, event execution log, stacking ensemble of machine learning models
Online: 6 September 2024 (12:37:39 CEST)
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/preprints202310.0524.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep learning; image representation learning; self-supervised learning; masked image modeling; contrastive learning
Online: 9 October 2023 (12:52:30 CEST)
ARTICLE
|
doi:10.20944/preprints202312.2052.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Continual learning;
Class-incremental learning;
Incremental learning;
Lifelong learning;
Learning on the fly;
Online learning;
Dynamic learning;
Learning with limited data;
Adaptive learning;
Sequential learning;
Learning from streaming data;
Learning from non-stationary distributions;
Never-ending learning;
Learning without forgetting;
Catastrophic forgetting;
Memory-aware learning
Class-incremental learning;
Incremental learning;
Lifelong learning;
Learning on the fly;
Online learning;
Dynamic learning;
Learning with limited data;
Adaptive learning;
Sequential learning;
Learning from streaming data;
Learning from non-stationary distributions;
Never-ending learning;
Learning without forgetting;
Catastrophic forgetting;
Memory-aware learning
Online: 27 December 2023 (04:19:26 CET)
REVIEW
|
doi:10.20944/preprints202409.2411.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
additive manufacturing; supervised learning; semi-supervised learning; reinforcement learning
Online: 30 September 2024 (14:31:33 CEST)
ARTICLE
|
doi:10.20944/preprints202209.0483.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
deep reinforcement learning; data efficient; curriculum learning; transfer learning
Online: 30 September 2022 (10:35:06 CEST)
ARTICLE
|
doi:10.20944/preprints202402.0170.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
cloud computing; data center; energy efficient virtual machine placement; physical machine
Online: 5 February 2024 (05:32:07 CET)
ARTICLE
|
doi:10.20944/preprints202409.2280.v1
Subject:
Social Sciences,
Education
Keywords:
learning itineraries; learning design; technology‐enhanced learning; Learning design tools; primary education; secondary education
Online: 29 September 2024 (05:49:24 CEST)
ARTICLE
|
doi:10.20944/preprints202305.1231.v1
Subject:
Social Sciences,
Education
Keywords:
Informal learning; Computers in education; Distance education and online learning; Learning communities; Mobile learning
Online: 17 May 2023 (10:31:13 CEST)
ARTICLE
|
doi:10.20944/preprints202410.0529.v1
Subject:
Medicine And Pharmacology,
Pharmacology And Toxicology
Keywords:
HMG-CoA reductase; QSAR; statins; nested cross-validation; virtual screening; Iris germanica; machine learning; feature selection; mlr3; MACCS fingerprints; molecular descriptors
Online: 8 October 2024 (11:16:56 CEST)
ARTICLE
|
doi:10.20944/preprints202408.0699.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
Instance segmentation; 3D vision; Automated processing; Machine learning; Path planning; Mechatronics
Online: 9 August 2024 (11:38:37 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)
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/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/preprints202309.0970.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/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/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)
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)
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/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/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
|
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/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/preprints202403.0437.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Artificial Intelligence(AI); Bagging; Boosting; ComImp; Effort Estimation(EE); Ensemble Learning(EL); Machine Learning(ML); Merge Dataset; PCA-ComImp; Voting; Random Forest(RF); Software Project Management(SPM); Software Effort Estimation(SEE)
Online: 8 March 2024 (03:47:24 CET)
REVIEW
|
doi:10.20944/preprints201908.0152.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep learning; machine learning model; convolutional neural networks (CNN); recurrent neural networks (RNN); denoising autoencoder (DAE); deep belief networks (DBNs); long short-term memory (LSTM); review; survey; state of the art
Online: 13 August 2019 (09:32:09 CEST)
ARTICLE
|
doi:10.20944/preprints202109.0389.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
Deep learning; Variational Autoencoders (VAEs); data representation learning; generative models; unsupervised learning; few shot learning; latent space; transfer learning
Online: 22 September 2021 (16:04:22 CEST)
ARTICLE
|
doi:10.20944/preprints202410.1134.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
CNN; transfer learning; deep learning; ensemble learning; Sugarcane leaf diseases
Online: 15 October 2024 (06:24:27 CEST)
ARTICLE
|
doi:10.20944/preprints202403.1538.v1
Subject:
Social Sciences,
Geography, Planning And Development
Keywords:
lifelong learning; economic indicators; learning organization; learning city development; Yazd
Online: 26 March 2024 (10:08:29 CET)
ARTICLE
|
doi:10.20944/preprints202402.1296.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Multimodal data; remote sensing; reinforcement learning; meta-learning; causal learning
Online: 22 February 2024 (15:30:22 CET)
REVIEW
|
doi:10.20944/preprints202108.0060.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
deep learning; artificial neural network; artificial intelligence; discriminative learning; generative learning; hybrid learning; intelligent systems;
Online: 2 August 2021 (17:33:48 CEST)
ARTICLE
|
doi:10.20944/preprints202107.0306.v1
Subject:
Business, Economics And Management,
Accounting And Taxation
Keywords:
online learning; face-to-face learning; learning effectiveness; challenges with online learning; lecture-based courses.
Online: 13 July 2021 (11:57:22 CEST)
ARTICLE
|
doi:10.20944/preprints202409.1969.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Multimodal Learning; Generative Model; Representation Learning
Online: 25 September 2024 (12:18:29 CEST)
ARTICLE
|
doi:10.20944/preprints202305.1522.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Recommendation system; Contrast learning; Deep Learning
Online: 22 May 2023 (11:55:55 CEST)
ARTICLE
|
doi:10.20944/preprints201802.0023.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep learning; graph kernels; unsupervised learning
Online: 4 February 2018 (10:52:50 CET)
REVIEW
|
doi:10.20944/preprints202410.0594.v1
Subject:
Engineering,
Architecture, Building And Construction
Keywords:
3D printing
; smart cities; additive manufacturing; digital twins; machine learning; sustainable development; smart material; structural health monitoring; repair; artificial intelligence
Online: 9 October 2024 (03:13:54 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/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)
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/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/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/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)
ARTICLE
|
doi:10.20944/preprints202410.0178.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
supervised learning; unsupervised learning; reinforcement learning; principal component analysi; soccer analytics
Online: 2 October 2024 (13:21:31 CEST)
ARTICLE
|
doi:10.20944/preprints202311.0900.v1
Subject:
Social Sciences,
Education
Keywords:
student learning, learning satisfaction; prior learning experience, first-year writing program
Online: 15 November 2023 (05:15:07 CET)
ARTICLE
|
doi:10.20944/preprints202307.0441.v1
Subject:
Computer Science And Mathematics,
Other
Keywords:
Hybrid Learning; Collaborative Learning; Orchestration load; Smart Learning Environments; Teacher agency.
Online: 6 July 2023 (15:50:21 CEST)
ARTICLE
|
doi:10.20944/preprints202211.0090.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
domain generalization; contrastive learning; classification; deep learning; encoder; Zero-Shot Learning
Online: 4 November 2022 (07:29:50 CET)
ARTICLE
|
doi:10.20944/preprints201809.0104.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
neural networks; statistical physics of learning; on-line learning; concept drift; continual learning; learning vector quantization;
Online: 5 September 2018 (16:27:10 CEST)
ARTICLE
|
doi:10.20944/preprints201906.0055.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
supercritical carbon dioxide; machine learning modeling; acid; artificial intelligence; solubility; artificial neural networks (ANN); adaptive neuro-fuzzy inference system (ANFIS); least-squares support-vector machine (LSSVM); multi-layer perceptron (MLP); engineering applications of artificial intelligence
Online: 31 July 2019 (04:35:26 CEST)
ARTICLE
|
doi:10.20944/preprints201905.0033.v1
Subject:
Computer Science And Mathematics,
Computational Mathematics
Keywords:
PV/T collector; electrical efficiency; renewable energy; intelligent models; optimization; machine learning; multilayer perceptron (MLP), artificial neural network (ANN); adaptive neuro-fuzzy inference system (ANFIS); least squares support vector machine (LSSVM); photovoltaic-thermal (PV/T)
Online: 6 May 2019 (08:10:59 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1009.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Electrical power systems; Support vector machines; random Forest; machine learning; wavelet transform; transmission lines fault; Electrical power quality; short circuit; Classification of faults; localization of faults; decision trees; Ensemble learning; K-nearest neighbors
Online: 15 September 2023 (04:54:55 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)
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/preprints202401.1422.v1
Subject:
Public Health And Healthcare,
Nursing
Keywords:
Dementia Education; Blended Learning; Online Learning; Bichronous Learning; Mixed Methods; Evaluation; Workforce
Online: 19 January 2024 (03:58:37 CET)
ARTICLE
|
doi:10.20944/preprints202311.1286.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
ransomware; malware classification; deep learning; few-shot learning; entropy features; transfer learning
Online: 21 November 2023 (10:20:15 CET)
REVIEW
|
doi:10.20944/preprints202309.1820.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Breast Cancer; Deep Learning Methods; Image Classification; GAN; Transfer Learning; Lifelong Learning
Online: 27 September 2023 (05:17:09 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1767.v1
Subject:
Business, Economics And Management,
Economics
Keywords:
distance learning; distance learning exit model; distance learning financing; COVID-19 pandemic
Online: 25 August 2023 (09:16:32 CEST)
ARTICLE
|
doi:10.20944/preprints202308.0756.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
reinforcement learning; meta learning; deep reinforcement learning; autonomous driving; robot operating system
Online: 10 August 2023 (05:42:54 CEST)
REVIEW
|
doi:10.20944/preprints202303.0045.v1
Subject:
Social Sciences,
Education
Keywords:
Micro-credentials; Higher Education; Online Learning; E-learning; MOOCs; Digital Learning Ecosystems
Online: 2 March 2023 (12:40:42 CET)
ARTICLE
|
doi:10.20944/preprints202107.0093.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
game-based learning; learning practicies; learning with mobility; oncological treatment; well-being
Online: 5 July 2021 (11:45:18 CEST)
ARTICLE
|
doi:10.20944/preprints202409.1741.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
National Forest Inventory; Growing stock volume; Remote sensing; Sentinel-2; airborne laser scanning; Machine Learning; random forest; support vector regression; extreme gradient boosting
Online: 23 September 2024 (13:00:01 CEST)
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/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/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)
ARTICLE
|
doi:10.20944/preprints202109.0181.v1
Subject:
Computer Science And Mathematics,
Mathematical And Computational Biology
Keywords:
Classification; stacking ensemble method; heart surgery; unbalanced data problem; hybrid predictive model; machine learning in healthcare; resampling method; Edited-Nearest-Neighbor; nonparametric test.
Online: 10 September 2021 (10:53:35 CEST)
ARTICLE
|
doi:10.20944/preprints201611.0033.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
genetic algorithms; parallel computation; computational complexity; algorithms; optimization techniques; traveling salesman problem; NP-Hard problems; Berlin-52 data set; machine learning; linear regression
Online: 7 November 2016 (04:57:46 CET)
ARTICLE
|
doi:10.20944/preprints202408.0133.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Video Understanding; Self-Supervised Learning; Representation Learning
Online: 2 August 2024 (06:04:36 CEST)
ARTICLE
|
doi:10.20944/preprints202403.0638.v1
Subject:
Social Sciences,
Education
Keywords:
distance learning; learning analytics; social network analysis
Online: 11 March 2024 (13:57:38 CET)