Advertisement

Browse Subject Areas

?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

Boosting algorithms

NATE: Non-pArameTric approach for Explainable credit scoring on imbalanced class

Seongil Han, Haemin Jung

published 31 Dec 2024

Loading metrics information...

Metrics unavailable. Please check back later.

A Genetic algorithm aided hyper parameter optimization based ensemble model for respiratory disease prediction with Explainable AI

Balraj Preet Kaur, Harpreet Singh, Rahul Hans, Sanjeev Kumar Sharma, Chetna Sharma, Md. Mehedi Hassan

published 02 Dec 2024

Loading metrics information...

Metrics unavailable. Please check back later.

The research explores the predictive capacity of the shear strength of reinforced concrete walls with different cross-sectional shapes using the XGBoost model

Hoa Thi Trinh, Tuan Anh Pham, Vu Dinh Tho, Duy Hung Nguyen

published 27 Nov 2024

Loading metrics information...

Metrics unavailable. Please check back later.

Factors predicting access to medications for opioid use disorder for housed and unhoused patients: A machine learning approach

Aaron Esguerra, Thomas J. Weinandy

published 27 Sep 2024

Loading metrics information...

Metrics unavailable. Please check back later.

Yield prediction for crops by gradient-based algorithms

Pavithra Mahesh, Rajkumar Soundrapandiyan

published 26 Aug 2024

Loading metrics information...

Metrics unavailable. Please check back later.

Artificial intelligence-assisted metastasis and prognosis model for patients with nodular melanoma

Chan Xu, Xiaoyu Yu, Zhendong Ding, Caixia Fang, Murong Gao, Wencai Liu, Xiaozhu Liu, Chengliang Yin, Renjun Gu, Lu Liu, Wenle Li, Shi-Nan Wu, Bei Cao

published 07 Aug 2024

Loading metrics information...

Metrics unavailable. Please check back later.

Tensile strength analysis of additively manufactured CM 247LC alloy specimen by employing machine learning classifiers

Vijaykumar S. Jatti, Dhruv A. Sawant, Nitin K. Khedkar, Vinaykumar S. Jatti, Sachin Salunkhe, Marek Pagáč, Emad S. Abouel Nasr

published 29 Jul 2024

Loading metrics information...

Metrics unavailable. Please check back later.

Advancements in intrusion detection: A lightweight hybrid RNN-RF model

Nasrullah Khan, Muhammad Ismail Mohmand, Sadaqat ur Rehman, Zia Ullah, Zahid Khan, Wadii Boulila

published 21 Jun 2024

Loading metrics information...

Metrics unavailable. Please check back later.

Application of an ensemble CatBoost model over complex dataset for vehicle classification

Pemila M., Pongiannan R. K., Narayanamoorthi R., Kareem M. AboRas, Amr Youssef

published 12 Jun 2024

Loading metrics information...

Metrics unavailable. Please check back later.

Prediction of robo-advisory acceptance in banking services using tree-based algorithms

Witold Orzeszko, Dariusz Piotrowski

published 06 May 2024

Loading metrics information...

Metrics unavailable. Please check back later.

Online application for the diagnosis of atherosclerosis by six genes

Zunlan Zhao, Shouhang Chen, Hongzhao Wei, Weile Ma, Weili Shi, Yixin Si, Jun Wang, Liuyi Wang, Xiqing Li

published 10 Apr 2024

Loading metrics information...

Metrics unavailable. Please check back later.

An improved method to detect arrhythmia using ensemble learning-based model in multi lead electrocardiogram (ECG)

Satria Mandala, Ardian Rizal, Adiwijaya, Siti Nurmaini, Sabilla Suci Amini, Gabriel Almayda Sudarisman, Yuan Wen Hau, Abdul Hanan Abdullah

published 09 Apr 2024

Loading metrics information...

Metrics unavailable. Please check back later.

Machine learning evaluation for identification of M-proteins in human serum

Alexandros Sopasakis, Maria Nilsson, Mattias Askenmo, Fredrik Nyholm, Lillemor Mattsson Hultén, Victoria Rotter Sopasakis

published 02 Apr 2024

Loading metrics information...

Metrics unavailable. Please check back later.

Advertisement

Create a weekly email alert for: Boosting algorithms

You can change these options by clicking profile then "Alerts and Notifications"