Search Results - Machine learning classification algorithms

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

Estimation of sexual dimorphism of adult human mandibles of South Indian origin using non-metric parameters and machine learning classification algorithms.

Authors: Corda JV Karthikeyan A Zuber M et al.

Source: Scientific reports [Sci Rep] 2025 Oct 03; Vol. 15 (1), pp. 34534. Date of Electronic Publication: 2025 Oct 03.

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: Mandible*/anatomy & histology , Machine Learning* , Sex Characteristics* , Sex Determination by Skeleton*/methods, Humans ; Male ; Female ; India ; Adult ; Algorithms ; Support Vector Machine ; Decision Trees ; Forensic Anthropology/methods ; Young Adult ; Classification Algorithms

Rainfall Classification Using Machine Learning Algorithms on Data Mining Platforms

Authors: Sevtap Turk İstanbul University Cerrahpaşa Institutional Repository

Contributors: Sevtap Turk İstanbul University Cerrahpaşa Institutional Repository

Source: IEEE Canadian Journal of Electrical and Computer Engineering. 48:109-114

Subject Terms: Support vector machines, Classification algorithms, Rain, weather forecast, Humidity, Machine learning algorithms, Classification, Nearest neighbor methods, Weather forecasting, machine learning algorithms, Training, open-source data mining software, Data mining, Prediction algorithms

Access URL: https://hdl.handle.net/20.500.12831/26483
https://doi.org/10.1109/icjece.2025.3558882

Machine learning models and classification algorithms in the diagnosis of vestibular migraine: A systematic review and meta‐analysis

Authors: Pablo D. Suarez‐Barcena Alberto M. Parra‐Perez Juan Martín‐Lagos et al.

Contributors: Pablo D. Suarez‐Barcena Alberto M. Parra‐Perez Juan Martín‐Lagos et al.

Source: Digital.CSIC. Repositorio Institucional del CSIC
Consejo Superior de Investigaciones Científicas (CSIC)

Subject Terms: Classification algorithms, Machine learning, Differential diagnosis, vestibular migraine

Access URL: https://pubmed.ncbi.nlm.nih.gov/40079713
http://hdl.handle.net/10261/390438
https://api.elsevier.com/content/abstract/scopus_id/86000650097

Research on Optimization of Species Classification Algorithms for Metagenomic Data Based on Deep Learning

Authors: null Peiyu Zheng

Source: Journal of Progress in Engineering and Physical Science. 4:60-66

Machine Learning-Based Maternal Health Risk Assessment: A Comparative Analysis of Classification Algorithms for Predicting Risk Levels During Pregnancy

Authors: Usha Adiga Sampara Vasishta P. Supriya et al.

Source: International Journal of Statistics in Medical Research. 14:562-568

Diabetes Disease Prediction Using Machine Learning Classification Algorithms

Authors: Thanakorn Pamutha Wanchana Promthong Sofwan Pahlawan

Source: International Journal on Advanced Science, Engineering and Information Technology. 15:1060-1069

Detecting Malicious URLs Using Classification Algorithms in Machine Learning and Deep Learning

Authors: Sira Astour Ahmad Hasan

Source: Syrian Journal for Science and Innovation, Vol 3, Iss 2 (2025)

Subject Terms: cybersecurity, classification algorithms, Science, benign urls, uniform resource locator (urls), deep learning, ensemble learning, supervised machine learning

Access URL: https://doaj.org/article/d1df199291c5427f9c462cec17ec03ba

Review on Prediction of Diabetes Using Machine Learning Classification Algorithms

Authors: Priyanka Sopan Mogal Prof. K D kharat

Source: INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT. :1-9

Comparison of Basic Statistics and Machine Learning Classification Algorithms in Kalimantan Poverty Prediction with Handling Missing Data

Authors: Khusnia Nurul Khikmah A'yunin Sofro Sofro

Source: Jurnal Matematika, Statistika dan Komputasi. 22:90-101

Lung Cancer Prediction Using Machine Learning: A Comparative study of Classification Algorithms

Authors: Yikun Zhao

Source: Transactions on Computer Science and Intelligent Systems Research. 9:345-350

Extended Target Tracking Utilizing Machine-Learning Software–With Applications to Animal Classification

Authors: Malmström, Magnus Kullberg, Anton Skog, Isaac et al.

Source: IEEE Signal Processing Letters. 31:376-380

Subject Terms: Signal processing algorithms, Classification algorithms, Cameras, Target tracking, Filtering algorithms, Standards, Loss measurement, Multi-object tracking, object detection, environmental monitoring, deep learning, Kalman filters

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-201110
https://liu.diva-portal.org/smash/get/diva2:1839711/FULLTEXT01.pdf

Reducing Execution Time of Pixel-Based Machine Learning Classification Algorithms Using Parallel Processing Concept

Authors: null Aliaa Shaker Mahmoud null Mohammed Chachan Younis

Source: AL-Rafidain Journal of Computer Sciences and Mathematics. 19:53-66

A machine learning-based investigation into the detection of trojan horse malware using classification algorithms

Authors: Mohammad Aljaidi Ayoub Alsarhan Manish Kumar Singla

Source: IET Conference Proceedings. 2025:127-133

Comparative Study of Garbage Classification Algorithms Based on Deep Learning

Authors: Liu, Yuxiang Chen, Shuxi Chen, Runze et al.

Source: Image Processing, Electronics and Computers. 75

ECG Pattern Algorithms for Classification and Machine Learning To Acquire Arrhythmia Identification

Authors: R Sudha A Nithya

Source: Indian Journal Of Science And Technology. 18:56-61

Exploratory Data Analysis and Water Potability Classification using Supervised Machine Learning Algorithms

Authors: Priya Kamath B. Geetanjali Sharma Anupkumar Bongale et al.

Source: Engineering, Technology & Applied Science Research. 15:20898-20903

Machine learning classification algorithm screening for the main controlling factors of heavy oil CO2 huff and puff

Authors: Peng-xiang Diwu Beichen Zhao Hangxiangpan Wang et al.

Source: Petroleum Research, Vol 9, Iss 4, Pp 541-552 (2024)

Subject Terms: Oils, fats, and waxes, Algorithm screening, Main control factors, 0202 electrical engineering, electronic engineering, information engineering, TP670-699, 02 engineering and technology, Heavy oil, Petroleum refining. Petroleum products, CO2 huff and puff, Classification algorithm, TP690-692.5

Access URL: https://doaj.org/article/2e6f244aaf12435d860b7e068538247f

COMPARISON OF MACHINE LEARNING CLASSIFICATION ALGORITHMS IN GROUPING INCOME DISTRIBUTION INEQUALITIES IN JAVA AND BALI

Authors: Qorinul Huda Puput Budi Aji

Source: Jurnal Statistika dan Aplikasinya; Vol. 8 No. 2 (2024): Jurnal Statistika dan Aplikasinya; 217-230

Subject Terms: Machine Learning, BLT, Adaboost, Decision Tree, resampling data, Data Mining, inequality income, Classification

File Description: application/pdf

Access URL: https://journal.unj.ac.id/unj/index.php/statistika/article/view/50567

Patient Readmission Risk Prediction: Machine Learning Classification Algorithms

Authors: null Manish Tripathi null Dr. Deependra Rastogi

Source: Universal Research Reports. 12:149-162