Hybrid oversampling technique for imbalanced pattern recognition: Enhancing performance with Borderline Synthetic Minority oversampling and Generative Adversarial Networks by Md Manjurul Ahsan, Shivakumar Raman, Yingtao Liu, Zahed Siddique

Subjects: Get full text

GMO-AC: Gaussian-Based Minority Oversampling With Adaptive Outlier Filtering and Class Overlap Weighting by Seung Jee Yang, Kyungjoon Cha

Subjects: Get full text

Comparison of Oversampling Techniques on Minority Data Using Imbalance Software Defect Prediction Dataset by Deni Hidayat, Lindung Parningotan Manik

Subjects: Get full text

An Improved Triangulation Oversampling Method for Processing Unbalanced Data by Jingjing Liu, Yefeng Liu, Yanwei Ma, Qichun Zhang

Subjects: “…Oversampling…”
Get full text

An improved SMOTE algorithm for enhanced imbalanced data classification by expanding sample generation space by Ying Li, Yali Yang, Peihua Song, Lian Duan, Rui Ren

Subjects: Get full text

Enhanced Skin Lesion Segmentation and Classification Through Ensemble Models by Su Myat Thwin, Hyun-Seok Park

Subjects: Get full text

Hybridization of DEBOHID with ENN algorithm for highly imbalanced datasets by Sedat Korkmaz

Subjects: Get full text

Penerapan: Penerapan Metode SMOTE Untuk Mengatasi Imbalanced Data Pada Klasifikasi Ujaran Kebencian by Ridwan Ridwan, Eni Heni Hermaliani, Muji Ernawati

Subjects: Get full text

APPLICATION OF SUPPORT VECTOR MACHINE FOR CLASS IMBALANCE LEARNING TO PREDICT ANTICANCER COMPOUNDS OF MEDICINAL PLANTS IN WEST SULAWESI by Hikmah Hikmah, Nur Hilal A Syahrir, Putri Indi Rahayu

Subjects: Get full text

A New Image Oversampling Method Based on Influence Functions and Weights by Jun Ye, Shoulei Lu, Jiawei Chen

Subjects: Get full text

FADA-SMOTE-Ms: Fuzzy Adaptative Smote-Based Methods by Roudani Mohammed, El Moutaouakil Karim

Subjects: Get full text

Hybrid clustering strategies for effective oversampling and undersampling in multiclass classification by Amirreza Salehi, Majid Khedmati

Subjects: Get full text

Enhancing the classification of isolated theropod teeth using machine learning: a comparative study by Carolina S. Marques, Emmanuel Dufourq, Soraia Pereira, Vanda F. Santos, Elisabete Malafaia

Subjects: Get full text

SMOTE vs. SMOTEENN: A Study on the Performance of Resampling Algorithms for Addressing Class Imbalance in Regression Models by Gazi Husain, Daniel Nasef, Rejath Jose, Jonathan Mayer, Molly Bekbolatova, Timothy Devine, Milan Toma

Subjects: Get full text

A Comparative Performance of SMOTE, ADASYN and Random Oversampling in Machine Learning Models on Prostate Cancer Dataset by Aditya Herdiansyah Putra, Abu Salam

Subjects: Get full text

Multiclass Sentiment Analysis of Electric Vehicle Incentive Policies Using IndoBERT and DeBERTa Algorithms by Muhammad Bayu Nugroho, Akhmad Khanif Zyen, Nur Aeni Widiastuti

Subjects: Get full text

IA-KNNR: A Novel Imbalance-Aware Approach for Handling Multi-Label Class Imbalance Problem by Himanshu Suyal, Shiv Naresh Shivhare, Gulshan Shrivastava, Rohit Singh, Ansh Singhal

Subjects: Get full text

DPC-SMOTE Over-sampling Algorithm for Imbalanced Data Classification by LIU Zhihan, ZHANG Zhonglin, ZHAO Lei

Subjects: Get full text

Improving Sentiment Analysis Accuracy Using CRNN on Imbalanced Data: a Case Study of Indonesian National Football Coach by Slamet Riyadi, Muhammad Dzaki Mubarok, Cahya Damarjati, Asnor Juraiza Ishak

Subjects: “…sentiment analysis, deep learning, overfitting, oversampling, imbalanced data.…”
Get full text

Enhanced Diagnosis of Thyroid Diseases Through Advanced Machine Learning Methodologies by Osasere Oture, Muhammad Zahid Iqbal, Xining (Ning) Wang

Subjects: Get full text