Search Results - "supervised algorithm"

Thermomechanical fatigue life prediction of cast iron materials for cylinder head based on self-supervision adversarial training algorithm

Authors: PU Bowen SUN Xingyue ZHOU Tianguo et al.

Source: Jixie qiangdu, Vol 47, Pp 241-249 (2025)

Subject Terms: Self-supervised algorithm, Deep learning, Thermo-mechanical fatigue, Pulse fatigue, Life prediction, Mechanical engineering and machinery, TJ1-1570, Materials of engineering and construction. Mechanics of materials, TA401-492

File Description: electronic resource

Relation: http://www.jxqd.net.cn/thesisDetails#DOI：10.16579/j.issn.1001.9669.2025.09.024; https://doaj.org/toc/1001-9669

Access URL: https://doaj.org/article/97af2628e3b04bcaa7b48fd5bc221796

Diagnosis of Sarcoidosis Through Supervised Ensemble Method and GenAI-Based Data Augmentation: An Intelligent Diagnostic Tool

Authors: Shwetha Rai Adam Azman Abubakar Roopashri Shetty et al.

Source: Applied Sciences, Vol 15, Iss 22, p 12213 (2025)

Subject Terms: artificial intelligence, ensemble method, GenAI, machine learning, Sarcoidosis, supervised algorithm, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/15/22/12213; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/59b9e6330f4a424ea4d3e2ff44f8a192

Comparative Analysis of Predictive Algorithms for Performance Measurement

Authors: Swati Gupta Bal Kishan Preeti Gulia

Source: IEEE Access, Vol 12, Pp 33949-33958 (2024)

Subject Terms: classification, Predictive algorithms, supervised algorithm, 0202 electrical engineering, electronic engineering, information engineering, unsupervised algorithm, regression, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, clustering, TK1-9971

Access URL: https://doaj.org/article/b7777e3fb7ab4400b38957e10d835210

A Clinical Data Analysis Based Diagnostic Systems for Heart Disease Prediction Using Ensemble Method

Authors: Ankit Kumar Kamred Udham Singh Manish Kumar

Source: Big Data Mining and Analytics, Vol 6, Iss 4, Pp 513-525 (2023)

Subject Terms: cleveland dataset, 03 medical and health sciences, 0302 clinical medicine, logistic regression, Electronic computers. Computer science, supervised algorithm, 0202 electrical engineering, electronic engineering, information engineering, support vector machine, human sensing, QA75.5-76.95, 02 engineering and technology, artificial intelligence, 3. Good health

Access URL: https://doaj.org/article/4cfdd3073dd745dfbcb99df27647ecf6

Providing and evaluating a comprehensive model for detecting fraudulent electronic payment card transactions with a two-level filter based on flow processing in big data

Authors: Banirostam, Hamid orcid:0000-0003-4632- BaniRostm, Touraj et al.

Subject Terms: Fraud, Transaction, Electronic card, Accuracy, Unsupervised, Supervised algorithm

Relation: https://zenodo.org/records/14953285; oai:zenodo.org:14953285

Availability: https://doi.org/10.1007/s41870-023-01501-6
https://zenodo.org/records/14953285

A model to detect the fraud of electronic payment card transactions based on stream processing in big data

Authors: Banirostam, Hamid orcid:0000-0003-4632- BaniRostm, Touraj et al.

Subject Terms: Fraud, Transaction, E-Card, Unsupervised Algorithm, Supervised Algorithm

Relation: https://zenodo.org/records/14953110; oai:zenodo.org:14953110

Availability: https://doi.org/10.1007/s11265-023-01903-6/A
https://zenodo.org/records/14953110

Framework for a Stimulated Predictive Distributed Learning Method

Authors: Igodan, E.C Iyekowa, J.O

Source: University of Ibadan Journal of Science and Logics in ICT Research; Vol. 13 No. 1 (2025): Journal of Science and Logics in ICT Research; 24 - 37

Subject Terms: Fisher’s discriminant ratio, Stability index, Ensemble Learning Methods, Supervised algorithm, Distributed Feature Selection method

File Description: application/pdf

Relation: https://journals.ui.edu.ng/index.php/uijslictr/article/view/1551/1252; https://journals.ui.edu.ng/index.php/uijslictr/article/view/1551

Availability: https://journals.ui.edu.ng/index.php/uijslictr/article/view/1551

Neural Network Modeling of CuO/Au Hybrid Nanofluid Thermal Performance with Slip Effects for Advanced Process Applications

Authors: Jyothi Kotike Omprakash Beedalannagari Leelavathi Rekapalli et al.

Source: Processes ; Volume 13 ; Issue 2 ; Pages: 516

Subject Terms: hybrid nanofluid, magnetohydrodynamics (MHDs), thermal radiation, finite element method, neural networks, Levenberg–Marquardt supervised algorithm

Subject Geographic: agris

File Description: application/pdf

Relation: Process Control and Monitoring; https://dx.doi.org/10.3390/pr13020516

Availability: https://doi.org/10.3390/pr13020516

Computer-aided diagnostic system for breast cancer detection based on optimized segmentation scheme and supervised algorithm

Authors: Balaji, S. Arunprasath, T. Pallikonda Rajasekaran, M. et al.

Source: Automatika, Vol 64, Iss 4, Pp 1244-1254 (2023)
Automatika : časopis za automatiku, mjerenje, elektroniku, računarstvo i komunikacije
Volume 64
Issue 4

Subject Terms: Breast cancer detection, T59.5, Automation, classification, Control engineering systems. Automatic machinery (General), TJ212-225, CADS, supervised algorithm, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, optimization, 3. Good health

File Description: application/pdf

Access URL: https://doaj.org/article/814686267115477f9246318044c7ce9f

A dynamic anomaly detection method of building energy consumption based on data mining technology

Authors: Lei, Lei Wu, Bing Fang, Xin et al.

Source: Energy. 263:125575

Subject Terms: Building energy consumption, Dynamic anomaly detection, Semi -supervised algorithm, Particle swarm optimization, K-medoids algorithm, KNN algorithm

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-321041
https://doi.org/10.1016/j.energy.2022.125575

Rapid Bacterial Detection and Identification of Bacterial Strains Using Machine Learning Methods Integrated With a Portable Multichannel Fluorometer

Authors: Md Sadique Hasan Chad Sundberg Hasibul Hasan et al.

Source: IEEE Access, Vol 11, Pp 86112-86121 (2023)

Subject Terms: machine learning, Bioburden, supervised algorithm, unsupervised algorithm, features, fluorescence, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Access URL: https://doaj.org/article/c43414d2858649e38b54e2f1b22138a7

Data Augmented Hardware Trojan Detection Using Label Spreading Algorithm Based Transductive Learning for Edge Computing-Assisted IoT Devices

Authors: Vaishnavi Sankar M Nirmala Devi. M Jayakumar.

Source: IEEE Access, Vol 10, Pp 102789-102803 (2022)

Subject Terms: hardware Trojan detection, genetic algorithm, 0202 electrical engineering, electronic engineering, information engineering, hyper-parameter optimization, Semi-supervised algorithm, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, permutation importance, correlation-aware data augmentation, TK1-9971

Access URL: https://doaj.org/article/da1b31eea7424793bf33a9a2225bc769

Bank Customer Segmentation Model Using Machine Learning

Authors: Vira Bunga Tiara Amril Mutoi Siregar Dwi Sulistya Kusumaningrum Kusumaningrum et al.

Source: Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI), Vol 13, Iss 1 (2024)

Subject Terms: Classification, Deposit Bank, Machine Learning, PCA, Supervised Algorithm, Information technology, T58.5-58.64

File Description: electronic resource

Relation: https://ejournal.undiksha.ac.id/index.php/janapati/article/view/75233; https://doaj.org/toc/2089-8673; https://doaj.org/toc/2548-4265

Access URL: https://doaj.org/article/4ed4657cbf0a45c28b9a480884f0bf4e

An application of machine learning with feature selection to improve diagnosis and classification of neurodegenerative disorders

Authors: Díaz Álvarez, Josefa orcid:0000-0003-2105- Matias-Guiu, Jordi A. et al.

Subject Terms: Machine Learning, Primary progressive aphasia, Supervised algorithm, Unsupervised algorithm, Clustering Analysis

Relation: https://zenodo.org/records/10618311; oai:zenodo.org:10618311

Availability: https://doi.org/10.1186/s12859-019-3027-7
https://zenodo.org/records/10618311

DETECTION AND LOCALISATION OF BARELY VISIBLE IMPACT DAMAGE IN FIBRE-REINFORCED POLYMER COMPOSITES USING A SUPERVISED DEEP LEARNING ALGORITHM

Authors: Tabatabaeian A. Jerkovic B. Vannucchi de Camargo F. et al.

Source: CICE 2023: 11th International Conference on Fiber-Reinforced Polymer (FRP) Composites in Civil Engineering, Rio de Janeiro, Brazil, 24-26 July 2023, pp. 1-7

Subject Terms: Data Science, Barely visible impact damage, Fibre-reinforced polymer composites, Deep learning, Supervised algorithm, Impact localisation

File Description: application/pdf

Access URL: https://hdl.handle.net/2066/297467
https://repository.ubn.ru.nl//bitstream/handle/2066/297467/297467.pdf
https://hdl.handle.net/11583/3002169
https://doi.org/10.5281/zenodo.8070774
https://zenodo.org/records/8070774

Machine learning for predictive data analytics in medicine: A review illustrated by cardiovascular and nuclear medicine examples

Authors: Jamin, Antoine Abraham, Pierre Humeau-Heurtier, Anne

Contributors: Jamin, Antoine Abraham, Pierre Humeau-Heurtier, Anne

Source: Clinical Physiology and Functional Imaging. 41:113-127

Subject Terms: Support Vector Machine, similarity-based approach, Data Science, supervised algorithm, prediction, 02 engineering and technology, 3. Good health, information-based approach, Machine Learning, 03 medical and health sciences, error-based approach, 0302 clinical medicine, 0202 electrical engineering, electronic engineering, information engineering, Humans, Neural Networks, Computer, Nuclear Medicine, probability-based approach, [SPI.SIGNAL] Engineering Sciences [physics]/Signal and Image processing

Access URL: https://pubmed.ncbi.nlm.nih.gov/33316137
https://www.ncbi.nlm.nih.gov/pubmed/33316137
https://hal.univ-angers.fr/hal-03032712
https://onlinelibrary.wiley.com/doi/10.1111/cpf.12686

Companion: A Social Support Generating Application for Lonely and Socially Isolated Individuals using Lazy Supervised Algorithm

Authors: Marisa Buctuanon Xavier Comabig Wavina Vivienne Mayola

Source: Recoletos Multidisciplinary Research Journal, Vol 8, Iss 1, Pp 97-111 (2020)

Subject Terms: H1-99, HF5001-6182, social isolation, lazy supervised algorithm, knn, 1. No poverty, 3. Good health, instance-based algorithm, Social sciences (General), 03 medical and health sciences, 0302 clinical medicine, social support group, loneliness, T1-995, Business, 10. No inequality, Technology (General)

Access URL: https://rmrj.usjr.edu.ph/rmrj/index.php/RMRJ/article/download/863/210
https://doaj.org/article/111957c32a5d495fa265d5b016614b2f
https://doi.org/10.32871/rmrj2008.01.07
https://rmrj.usjr.edu.ph/rmrj/index.php/RMRJ/article/view/863
https://rmrj.usjr.edu.ph/rmrj/index.php/RMRJ/article/download/863/210
https://www.safetylit.org/citations/index.php?fuseaction=citations.viewdetails&citationIds[]=citjournalarticle_666504_13

Uncertainty managment in federated learning

Authors: Asier Urío Larrea Bustince Sola, Humberto Pereira Dimuro, Graçaliz et al.

Contributors: Asier Urío Larrea Bustince Sola, Humberto Pereira Dimuro, Graçaliz et al.

Source: Academica-e. Repositorio Institucional de la Universidad Pública de Navarra
Universidad Pública de Navarra

Subject Terms: Unsupervised algorithm, Teoría de conjuntos difusos, Ikaskuntza federatuko algoritmoak, Ziurgabetasunaren kudeaketa, Gainbegiratu gabea algoritmo, Management of uncertainty, Algoritmo no supervisado, Federated learning algorithms, Gainbegiratua algoritmo, Algoritmo supervisado, Multzo lausoen teoriaren, Fuzzy set theory, Supervised algorithm, Tratamiento de la incertidumbre, Algoritmos de aprendizaje federado

File Description: application/pdf

Access URL: https://academica-e.unavarra.es/handle/2454/53815

Optimized Machine Learning Performance with Feature Selection for Breast Cancer Disease Classification

Authors: Koirunnisa, Koirunnisa Siregar, Amril Mutoi Faisal, Sutan

Source: Jurnal Ilmiah Teknik Elektro Komputer dan Informatika; Vol. 9 No. 4 (2023): December; 1131-1143 ; 2338-3062 ; 2338-3070

Subject Terms: Breast Cancer, Classification, Machine Learning, Supervised Algorithm, PCA

File Description: application/pdf

Relation: https://journal.uad.ac.id/index.php/JITEKI/article/view/27527/pdf_250; https://journal.uad.ac.id/index.php/JITEKI/article/view/27527

Availability: https://journal.uad.ac.id/index.php/JITEKI/article/view/27527
https://doi.org/10.26555/jiteki.v9i4.27527

Class Imbalanced Medical Image Classification Based on Semi-Supervised Federated Learning

Authors: Wei Liu Jiaqing Mo Furu Zhong

Source: Applied Sciences, Vol 13, Iss 4, p 2109 (2023)

Subject Terms: federated learning, semi-supervised algorithm, pseudo-labels, classification, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

Relation: https://www.mdpi.com/2076-3417/13/4/2109; https://doaj.org/toc/2076-3417; https://doaj.org/article/edc399a814ca49f3aae7029c96842622

Availability: https://doi.org/10.3390/app13042109
https://doaj.org/article/edc399a814ca49f3aae7029c96842622