Výsledky vyhledávání - "Extra-Tree Algorithm"

Fault Detection in Wireless Sensor Networks Data Using Random Under Sampling and Extra-Tree Algorithm

Autoři: Luh Kesuma Wardhani Rifqi Adjie Febriyanto Nenny Anggraini

Zdroj: 2022 10th International Conference on Cyber and IT Service Management (CITSM). :1-6

Témata: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

An Ensemble Approach for Feature Selection and Classification in Intrusion Detection Using Extra-Tree Algorithm

Autoři: Ankit Rajeshkumar Kharwar Devendra V. Thakor

Zdroj: International Journal of Information Security and Privacy. 16:1-21

Témata: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 01 natural sciences, 0105 earth and related environmental sciences

Machine Learning Models in the large-scale prediction of parking space availability for sustainable cities.

Autoři: Hamidou Soumana, Abdoul Nasser Ben Salah, Mohamed Idbraim, Soufiane a další

Zdroj: EAI Endorsed Transactions on Internet of Things. 2024, Vol. 10, p1-8. 8p.

Témata: *MACHINE learning, *RANDOM forest algorithms, *SMART parking systems, *TRAFFIC congestion, *CITY traffic

Integrated information gain with extra tree algorithm for feature permission analysis in android malware classification

Autoři: Howida AbuBaker, Al-Kaaf

Témata: QA75 Electronic computers. Computer science

Popis souboru: application/pdf

Relation: http://eprints.utm.my/101555/1/HowidaAbuBakerAlKaafPSC2022.pdf; Howida AbuBaker, Al-Kaaf (2022) Integrated information gain with extra tree algorithm for feature permission analysis in android malware classification. PhD thesis, Universiti Teknologi Malaysia.

Dostupnost: http://eprints.utm.my/101555/
http://eprints.utm.my/101555/1/HowidaAbuBakerAlKaafPSC2022.pdf
http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:150578

Identifying Risk Factors for Poor Efficacy of Adalimumab Treatment in Patients With Crohn's Disease: Insights From Machine Learning Models.

Autoři: Li, Xiaojun Tang, Maomao Zhang, Jie a další

Zdroj: Dermatologic Therapy; 6/12/2025, Vol. 2025, p1-19, 19p

Témata: ADALIMUMAB, CROHN'S disease, MEDICAL practice, DISEASE risk factors, ADVERSE health care events, LOGISTIC regression analysis, MACHINE learning, TREATMENT effectiveness

Prediction of prostate biopsy outcomes at different cut-offs of prostate-specific antigen using machine learning: a multicenter study.

Autoři: Arafa, Mostafa A. Farhat, Karim H. Aly, Sherin F. a další

Zdroj: Journal of the Egyptian National Cancer Institute; 3/17/2025, Vol. 37 Issue 1, p1-8, 8p

Témata: MACHINE learning, ARTIFICIAL intelligence, PROSTATE biopsy, PROSTATE-specific antigen, RANDOM forest algorithms

Prediction Trough Concentrations of Valproic Acid Among Chinese Adult Patients with Epilepsy Using Machine Learning Techniques.

Autoři: Yao, Nannan Zhao, Qiongyue Cao, Ying a další

Zdroj: Pharmaceutical Research. Jan2025, Vol. 42 Issue 1, p79-91. 13p.

Témata: *MACHINE learning, *FEATURE selection, *VALPROIC acid, *PREDICTION models, *PEOPLE with epilepsy

Hyperparameter Optimized Rapid Prediction of Sea Bass Shelf Life with Machine Learning.

Autoři: Gürfidan, Remzi Genç, İsmail Yüksel Armağan, Hamit a další

Zdroj: Food Analytical Methods; Jul2024, Vol. 17 Issue 7, p1134-1148, 15p

Predicting UK Housing Price using Machine Learning Algorithms.

Autoři: OGUNDEJI, Gbadebo A. de Alwis PITTS, Dilkushi SUN, Yeran a další

Zdroj: Journal of Research, Innovation & Technologies (JoRIT); 2024, Vol. 3 Issue 1, p67-85, 19p

Témata: HOME prices, STATISTICAL significance, MACHINE learning, PUBLIC welfare, ECONOMIC development, GLOBAL North-South divide, REGRESSION analysis

Geografický termín: UNITED Kingdom

Classification of COVID-19 Disease Based on Extra Tree Features Selection

Autoři: Asraa M. Mohammad Hussien Attia Yossra H. Ali

Zdroj: Iraqi Journal of Science. :6647-6659

Design and Implementation of Stock Market Prediction System for Used Cars in Nigeria.

Autoři: IBRAHIM, A. A. ALABI, A. A. AYILARA-ADEWALE, O. A. a další

Zdroj: Journal of Applied Sciences & Environmental Management. Mar2025, Vol. 29 Issue 3, p825-829. 5p.

APPLYING MACHINE LEARNING TO AUDIT DATA: ENHANCING FRAUD DETECTION, RISK ASSESSMENT AND AUDIT EFFICIENCY.

Autoři: Özbaltan, Nihan

Zdroj: EDPACS: The EDP Audit, Control & Security Newsletter; 2024, Vol. 69 Issue 9, p70-86, 17p

Témata: FISHER discriminant analysis, BOOSTING algorithms, SUPERVISED learning, MACHINE learning, SUPPORT vector machines

Explainable machine learning model for predicting decline in platelet count after interventional closure in children with patent ductus arteriosus

Autoři: Song-Yue Zhang Yi-Dong Zhang Hao Li a další

Zdroj: Frontiers in Pediatrics, Vol 13 (2025)

Témata: children, decline in platelet count, interventional closure, machine learning, patent ductus arteriosus, Pediatrics, RJ1-570

Popis souboru: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fped.2025.1519002/full; https://doaj.org/toc/2296-2360

Přístupová URL adresa: https://doaj.org/article/38dfcdb8b7d24b6789935cf2f9191c1f

Improvement of the performance of machine learning algorithms in predicting breast cancer.

Autoři: Poornajaf, Maryam Yousefi, Sajad

Zdroj: Frontiers in Health Informatics; 2023, Vol. 12, p1-7, 7p

Témata: MACHINE learning, MACHINE performance, BREAST cancer, TUMOR classification, CLASSIFICATION algorithms, CANCER diagnosis

Comparative evaluation of meta-heuristic algorithms for hyperparameter optimization in ML-based water quality prediction.

Autoři: Mu, DI

Zdroj: Sādhanā: Academy Proceedings in Engineering Sciences; Dec2025, Vol. 50 Issue 4, p1-14, 14p

Vocal Cord Dysfunction in Nonlaryngeal Head and Neck Cancer After Chemoradiation Therapy: Predictive Modeling Using CT Radiomics and Machine Learning.

Autoři: Bagherzadeh, Sakineh Fadavi, Pedram Abdollahi, Hamid a další

Zdroj: BioMed Research International; 11/29/2025, Vol. 2025, p1-10, 10p

Témata: RANDOM forest algorithms, VOCAL cord dysfunction, PREDICTION models, RESEARCH funding, RECEIVER operating characteristic curves, HEAD & neck cancer, COMPUTED tomography, RADIOMICS, RADIATION injuries, CHEMORADIOTHERAPY, TREATMENT effectiveness, DESCRIPTIVE statistics, LONGITUDINAL method, MACHINE learning, RADIATION doses, HUMAN voice, BIOMARKERS, ALGORITHMS, SENSITIVITY & specificity (Statistics)

Predicting hypertension and identifying most important factors among married women in Bangladesh using machine learning approach.

Autoři: Das, Novel Chandra Ghosh, Probir Kumar Hossain, Md. Alamgir a další

Zdroj: PLoS ONE; 10/30/2025, Vol. 20 Issue 10, p1-34, 34p

Témata: HYPERTENSION, MACHINE learning, HEALTH policy, DISEASE risk factors, MATERNAL health, MARRIED women, SOCIODEMOGRAPHIC factors

Geografický termín: BANGLADESH

Statistical and machine-learning assessment of attitudinal, knowledge, and perceptual factors on diabetes awareness in Kuwait.

Autoři: Al-Sultan, Ahmad T. Alsaber, Ahmad Pan, Jiazhu a další

Zdroj: BMC Medical Informatics & Decision Making; 10/14/2025, Vol. 25 Issue 1, p1-19, 19p

Témata: DIABETES, MACHINE learning, MATHEMATICAL variables, HEALTH risk assessment, HEALTH policy, HEALTH literacy, SOCIODEMOGRAPHIC factors

Geografický termín: KUWAIT (Kuwait)

A comprehensive intrusion detection framework using boosting algorithms.

Autoři: Kilincer, Ilhan Firat Ertam, Fatih Sengur, Abdulkadir

Zdroj: Computers & Electrical Engineering. May2022, Vol. 100, pN.PAG-N.PAG. 1p.

Témata: *BOOSTING algorithms, *INTRUSION detection systems (Computer security), *CLASSIFICATION algorithms, *INTERNET security, *MACHINE learning, *ELECTRONIC data processing

Advancing the early detection of canine cognitive dysfunction syndrome with machine learning-enhanced blood-based biomarkers.

Autoři: Chae Young Kim Jinhye Kim Sunmi Yoon a další

Zdroj: Frontiers in Veterinary Science. 2024, p01-13. 13p.