Granular ball sampling for noisy label classification or imbalanced classification
This article presents a general sampling method, called granular-ball sampling (GBS), for
classification problems by introducing the idea of granular computing. The GBS method …
classification problems by introducing the idea of granular computing. The GBS method …
[HTML][HTML] Rock mass structural recognition from drill monitoring technology in underground mining using discontinuity index and machine learning techniques
A procedure to recognize individual discontinuities in rock mass from measurement while
drilling (MWD) technology is developed, using the binary pattern of structural rock …
drilling (MWD) technology is developed, using the binary pattern of structural rock …
An ensemble credit scoring model based on logistic regression with heterogeneous balancing and weighting effects
Z Runchi, X Liguo, W Qin - Expert Systems with Applications, 2023 - Elsevier
The logistic regression model is widely used in credit scoring practice due to its strong
interpretability of results, but its recognition performance for default samples which are …
interpretability of results, but its recognition performance for default samples which are …
Random space division sampling for label-noisy classification or imbalanced classification
This article presents a simple sampling method, which is very easy to be implemented, for
classification by introducing the idea of random space division, called “random space …
classification by introducing the idea of random space division, called “random space …
Observation imbalanced data text to predict users selling products on female daily with smote, tomek, and smote-tomek
B Jonathan, PH Putra… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Female Daily is a beauty platform that has social media application share users'
experiences of beauty by posting images and text in a post. Female Daily has terms of …
experiences of beauty by posting images and text in a post. Female Daily has terms of …
Machine learning based evaluation of clinical and pretreatment 18F-FDG-PET/CT radiomic features to predict prognosis of cervical cancer patients
M Nakajo, M Jinguji, A Tani, E Yano, CK Hoo… - Abdominal …, 2022 - Springer
Purpose To examine the usefulness of machine learning to predict prognosis in cervical
cancer using clinical and radiomic features of 2-deoxy-2-[18 F] fluoro-D-glucose (18 F-FDG) …
cancer using clinical and radiomic features of 2-deoxy-2-[18 F] fluoro-D-glucose (18 F-FDG) …
The usefulness of machine-learning-based evaluation of clinical and pretreatment 18F-FDG-PET/CT radiomic features for predicting prognosis in patients with …
M Nakajo, H Nagano, M Jinguji… - The British Journal of …, 2023 - academic.oup.com
Objective: To examine whether machine learning (ML) analyses involving clinical and 18F-
FDG-PET-based radiomic features are helpful in predicting prognosis in patients with …
FDG-PET-based radiomic features are helpful in predicting prognosis in patients with …
An Overview on the Advancements of Support Vector Machine Models in Healthcare Applications: A Review
Support vector machines (SVMs) are well-known machine learning algorithms for
classification and regression applications. In the healthcare domain, they have been used …
classification and regression applications. In the healthcare domain, they have been used …
HCBST: An efficient hybrid sampling technique for class imbalance problems
Class imbalance problem is prevalent in many real-world domains. It has become an active
area of research. In binary classification problems, imbalance learning refers to learning …
area of research. In binary classification problems, imbalance learning refers to learning …
Sentiment Analysis of Customer Reviews Using Support Vector Machine and Smote-Tomek Links For Identify Customer Satisfaction
DI Sumantiawan, JE Suseno… - Jurnal Sistem Informasi …, 2023 - ejournal.undip.ac.id
Shopping activities in the online market, especially fashion trends, continue to increase with
all the promo efforts offered. One of the considerations for buying products on the online …
all the promo efforts offered. One of the considerations for buying products on the online …