Search Results - Machine Learning Algorithms

Sustainable Selection of Machine Learning Algorithm for Gender-bias Attenuated Prediction

Authors: Orbay, Raik Wikner, Evelina

Source: IEEE Open Journal of Vehicular Technology. 6:348-358

Subject Terms: Feature engineering, Energy consumption, Battery electric vehicles, Unsupervised/supervised learning, Driving style classification, Machine learning

File Description: electronic

Access URL: https://research.chalmers.se/publication/543996
https://research.chalmers.se/publication/543996/file/543996_Fulltext.pdf

Enhanced IoT-Based Face Mask Detection Framework Using Optimized Deep Learning Models: A Hybrid Approach With Adaptive Algorithms

Authors: Dubey, Parul Dubey, Pushkar Iwendi, Celestine et al.

Source: IEEE Access. 13:17325-17339

Subject Terms: deep learning, face mask detection, Hybrid Flame-Sailfish Optimization, IoT-enabled devices, ResNet50

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:hig:diva-46505
https://doi.org/10.1109/access.2025.3532764

Estudo e parametrização de uma linha de trituração utilizando algoritmos de Machine Learning

Study and parameterization of a crushing line using Machine Learning algorithms

Authors: PEREIRA, ANA LÚCIA DIAS Ferreira, Carlos Manuel Abreu Gomes REPOSITÓRIO P.PORTO

Contributors: PEREIRA, ANA LÚCIA DIAS Ferreira, Carlos Manuel Abreu Gomes REPOSITÓRIO P.PORTO

Source: urn:tid:204032687

Subject Terms: Machine Learning, SCADA, cortiça, otimização da produção, SHAP, Industry 4.0, Indústria 4.0, Cork, Production optimization

File Description: application/pdf

Availability: http://hdl.handle.net/10400.22/30778

XGBoost machine learning algorithm for predicting unplanned readmission in elderly patients with coronary heart disease.

Authors: Song X Shi J Zhu C et al.

Source: Geriatric nursing (New York, N.Y.) [Geriatr Nurs] 2025 Nov-Dec; Vol. 66 (Pt B), pp. 103609. Date of Electronic Publication: 2025 Sep 12.

Publication Type: Journal Article

Journal Info: Publisher: Mosby-Yearbook Country of Publication: United States NLM ID: 8309633 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1528-3984 (Electronic) Linking ISSN: 01974572 NLM ISO Abbreviation: Geriatr Nurs Subsets: MEDLINE

MeSH Terms: Patient Readmission*/statistics & numerical data , Coronary Disease*/therapy , Machine Learning* , Algorithms*, Humans ; Male ; Aged ; Female ; Retrospective Studies ; Aged, 80 and over ; China ; Length of Stay/statistics & numerical data ; ROC Curve ; Boosting Machine Learning Algorithms

Yoga practices effect on VCSS-based classification of patients with chronic venous insufficiency based on hybrid machine learning algorithms

Authors: Changhong Pan Lu Qi Lili Zhao et al.

Source: International Journal of Cognitive Computing in Engineering, Vol 6, Iss, Pp 255-266 (2025)

Subject Terms: Yoga practices, Venous clinical severity score, Decision Tree classifier, Electronic computers. Computer science, Science, Chronic venous insufficiency, QA75.5-76.95, Hybrid Machine Learning Algorithm

Access URL: https://doaj.org/article/094f4d3829df4bb496d23b86d20d4fbe

Leveraging ensemble machine learning models (XGBoost and random forest) and genetic algorithms to predict factors contributing to the liposomal entrapment of therapeutics.

Authors: Khodadadi F Taghizadeh F Hashemi Baghi A et al.

Source: Nanoscale [Nanoscale] 2025 Oct 02; Vol. 17 (38), pp. 22271-22290. Date of Electronic Publication: 2025 Oct 02.

Publication Type: Journal Article

Journal Info: Publisher: RSC Pub Country of Publication: England NLM ID: 101525249 Publication Model: Electronic Cited Medium: Internet ISSN: 2040-3372 (Electronic) Linking ISSN: 20403364 NLM ISO Abbreviation: Nanoscale Subsets: MEDLINE

MeSH Terms: Liposomes*/chemistry , Machine Learning* , Algorithms*, Drug Delivery Systems ; Solubility ; Cholesterol/chemistry ; Genetic Algorithms ; Random Forest ; Boosting Machine Learning Algorithms

Improving the performance of machine learning algorithms for detection of individual pests and beneficial insects using feature selection techniques

Authors: Aminu, Rabiu Ljungberg, David Nasirahmadi, Abozar et al.

Contributors: Aminu, Rabiu Ljungberg, David Nasirahmadi, Abozar et al.

Source: Artificial Intelligence in Agriculture. 15:377-394

Subject Terms: Artificial Intelligence, Artificiell intelligens, Agricultural Science, Jordbruksvetenskap, Environmental Sciences and Nature Conservation, Miljö- och naturvårdsvetenskap

Access URL: https://res.slu.se/id/publ/141703
https://pub.epsilon.slu.se/id/eprint/37028/contents

Macroeconomic Drivers of SP500 Returns: Insights for Predictive Trading: Combining Traditional Econometrics and Modern Machine Learning in a Rule-Based Algorithm

Authors: Silva, Daniel Carlos Kinnunen da Bravo, Jorge Miguel Ventura RUN

Contributors: Silva, Daniel Carlos Kinnunen da Bravo, Jorge Miguel Ventura RUN

Subject Terms: Macroeconomic indicators, SP500 returns, trading algorithm, Vector Autoregression (VAR), GARCH, Random Forest, machine learning, risk-adjusted performance, financial econometrics, rolling backtest, SDG 8 - Decent work and economic growth, SDG 9 - Industry, innovation and infrastructure, SDG 12 - Responsible production and consumption, SDG 17 - Partnerships for the goals, Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação

File Description: application/pdf

Availability: http://hdl.handle.net/10362/190080

Prediction of Middle School Students' Recycling Behaviors with Machine Learning Algorithms

Authors: Fatma Merve Mustafaoglu Fatma Alkan

Source: Science Education International. 2025 36(2):209-218.

Peer Reviewed: Y

Page Count: 10

Descriptors: Middle School Students, Recycling, Student Behavior, Artificial Intelligence, Algorithms, Foreign Countries, Prediction, Conservation (Environment)

Geographic Terms: Turkey

Rapid and Noninvasive Detection of Brucellosis in Human Based on Serum Fluorescence Spectrum Combined With Machine Learning Algorithms.

Authors: Fang Z Wang Q Gong Y et al.

Source: Journal of biophotonics [J Biophotonics] 2025 Oct; Vol. 18 (10), pp. e202500100. Date of Electronic Publication: 2025 Jul 03.

Publication Type: Journal Article

Journal Info: Publisher: Wiley-VCH Country of Publication: Germany NLM ID: 101318567 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1864-0648 (Electronic) Linking ISSN: 1864063X NLM ISO Abbreviation: J Biophotonics Subsets: MEDLINE

MeSH Terms: Brucellosis*/diagnosis , Brucellosis*/blood , Machine Learning* , Algorithms* , Blood Chemical Analysis*/methods, Humans ; Spectrometry, Fluorescence/methods ; Discriminant Analysis ; Support Vector Machine ; Time Factors ; Principal Component Analysis ; Male ; Female ; Middle Aged ; Adult

Machine Learning Algorithms for E-commerce Personalization: A Systematic Literature Review

Authors: Sicwebu, Andisiwe Rita, Paulo Miguel Rasquinho Ferreira António, Nuno Miguel da Conceição et al.

Contributors: Sicwebu, Andisiwe Rita, Paulo Miguel Rasquinho Ferreira António, Nuno Miguel da Conceição et al.

Subject Terms: Machine Learning, E-commerce Personalization, Recommender Systems, Systematic Review, Bibliometric Analysis, SDG 8 - Decent work and economic growth, SDG 9 - Industry, innovation and infrastructure, SDG 12 - Responsible production and consumption, SDG 17 - Partnerships for the goals, Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação

File Description: application/pdf

Availability: http://hdl.handle.net/10362/190934

Machine learning algorithm for GPCR-A17 ligand action prediction: A Novel Approach to Drug Discovery

MACHINE LEARNING ALGORITHM FOR GPCR-A17 LIGAND ACTION PREDICTION: A Novel Approach to Drug Discovery

Authors: Silva, Rodolfo Miguel Tavares da

Subject Terms: GPCRs, Artificial Intelligence, Machine Learning, Deep Learning, Drug Discovery, Inteligência Artificial, Descoberta de Medicamentos

Availability: https://hdl.handle.net/10316/117960

Enhanced Butterfly Optimization and Deep Learning Algorithm for Student Placement Prediction

Authors: T. Kavi Priya null N. Kumar

Source: International Transactions on Electrical Engineering and Computer Science, Vol 4, Iss 2 (2025)

Subject Terms: Deep learning (DL) algorithm, Improved Long short-term memory (ILSTM), Enhanced Butterfly optimization algorithm (EBOA), K-Means Clustering (KMC) algorithm, Campus placement (CP), Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Access URL: https://doaj.org/article/89ea3be88d9c41aa8d7afcdbafc805a4

Machine Learning-Based Algorithm to Predict Procedural Success in a Large European Cohort of Hybrid Chronic Total Occlusion Percutaneous Coronary Interventions

Authors: Moroni, Alice Mascaretti, Andrea Dens, Jo et al.

Source: The American journal of cardiology

Subject Terms: Male, Cardiac & Cardiovascular Systems, SCORING SYSTEM, Coronary Angiography, Machine Learning, AGE, Percutaneous Coronary Intervention, Humans, COMPUTED-TOMOGRAPHY, chronic total occlusion, 1102 Cardiorespiratory Medicine and Haematology, ARTERY, Aged, OUTCOMES, Science & Technology, percutaneous coronary intervention, Middle Aged, artificial intelligence, BODY-MASS INDEX, Europe, INSIGHTS, machine learning, Treatment Outcome, Coronary Occlusion, ROC Curve, Cardiovascular System & Hematology, CONTEMPORARY, REGISTRY, Chronic Disease, Cardiovascular System & Cardiology, procedural success, REVASCULARIZATION, Female, Human medicine, 3201 Cardiovascular medicine and haematology, Life Sciences & Biomedicine, Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/40204173
https://pure.eur.nl/en/publications/37779897-46a3-48b8-adba-9c0270ba6597
https://doi.org/10.1016/j.amjcard.2025.04.001
https://lirias.kuleuven.be/handle/20.500.12942/750425
https://doi.org/10.1016/j.amjcard.2025.04.001
https://hdl.handle.net/10067/2144000151162165141

Enhancing the Quality of ARGO's In Situ Measurements Data Using Machine Learning Algorithms

Authors: Pereira, Vasco Dias Baptista, Márcia Lourenço RUN

Contributors: Pereira, Vasco Dias Baptista, Márcia Lourenço RUN

Subject Terms: ARGO, Self Organizing Maps, Environment, Data Imputation, Machine Learning for Oceanography, SDG 13 - Climate action, SDG 14 - Life below water, Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação

File Description: application/pdf

Availability: http://hdl.handle.net/10362/190855

Applicability of Machine Learning Algorithms in Diagnosis of Atrial Fibrillation and LQTS by Electrocardiogram Interpretation: A Systematic Review.

Transliterated Title: Aplicabilidade de Algoritmos de Machine Learning no Diagnóstico de Fibrilação Atrial e SQTL por Interpretação de Eletrocardiograma: Uma Revisão Sistemática.

Authors: Nascimento PCGD Martins MS Improta-Caria AC et al.

Source: Arquivos brasileiros de cardiologia [Arq Bras Cardiol] 2025 Jul; Vol. 122 (8), pp. e20240843.

Publication Type: Journal Article; Systematic Review

Journal Info: Publisher: Sociedad Brasileira De Cardiologia Country of Publication: Brazil NLM ID: 0421031 Publication Model: Print Cited Medium: Internet ISSN: 1678-4170 (Electronic) Linking ISSN: 0066782X NLM ISO Abbreviation: Arq Bras Cardiol Subsets: MEDLINE

MeSH Terms: Atrial Fibrillation*/diagnosis , Atrial Fibrillation*/physiopathology , Electrocardiography*/methods , Machine Learning* , Algorithms* , Long QT Syndrome*/diagnosis , Long QT Syndrome*/physiopathology, Humans ; Reproducibility of Results

Preliminary Results on Automated Binary Classification of Congenital Heart Defects in Fetal Ultrasound Images Using Deep Learning Algorithm

Authors: Kristina Ćaleta Ana Šarčević Jelena Božek et al.

Source: 2025 MIPRO 48th ICT and Electronics Convention. :1310-1315

Subject Terms: Classification algorithms, Ultrasonic imaging, Medical diagnostic imaging, Congenital Heart Disease, Deep learning, Diseases, Thermal stability, ResNet-18, Fetus, Deep Learning, Medical Image Analysis, Training, Fetal Ultrasound, Accuracy, Prediction algorithms

Deep learning for object recognition: A comprehensive review of models and algorithms

Authors: Paschalis Tsirtsakis Georgios Zacharis George S. Maraslidis et al.

Source: International Journal of Cognitive Computing in Engineering, Vol 6, Iss, Pp 298-312 (2025)

Subject Terms: Electronic computers. Computer science, Science, Datasets, Computer vision, Deep learning, Convolutional neural networks, Object recognition, QA75.5-76.95

Access URL: https://doaj.org/article/863471311a9c460f9c6ebf2ab15141f3

Development of a prediction model for student teaching satisfaction based on 10 machine learning algorithms.

Authors: Zhan Z Shen T

Source: Scientific reports [Sci Rep] 2025 Oct 21; Vol. 15 (1), pp. 36547. Date of Electronic Publication: 2025 Oct 21.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Machine Learning* , Algorithms* , Students*/psychology , Teaching* , Personal Satisfaction*, Humans ; Support Vector Machine ; Turkey ; Bayes Theorem ; Data Mining

DCD-MUSIC: Deep-Learning-Aided Cascaded Differentiable MUSIC Algorithm for Near-Field Localization of Multiple Sources

Authors: Gast, Arad Le Magoarou, Luc Shlezinger, Nir et al.

Contributors: Gast, Arad Le Magoarou, Luc Shlezinger, Nir et al.

Source: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). :1-5

Subject Terms: Artificial neural networks, Speech processing, [SPI] Engineering Sciences [physics], Location awareness, Wireless communication, Pattern classification, Machine learning algorithms, Noise, Signal processing algorithms, Reliability, Multiple signal classification

File Description: application/pdf