Learning From Oversampling: A Systematic Exploitation of Oversampling to Address Data Scarcity Issues in Deep Learning- Based Magnetic Resonance Image Reconstruction by Ibsa Kumara Jalata, Reeshad Khan, Ukash Nakarmi

Subjects: “…Over sampling…”
Get full text

Constructive Covering Algorithm-Based SMOTE Over-sampling Method by YAN Yuanting, ZHU Yuanwei, WU Zengbao, ZHANG Yiwen, ZHANG Yanping

Subjects: Get full text

PCSPred_SC: Prediction of Protein Citrullination Sites Using an Effective Sequence-Based Combined Method by Lina Zhang, Jingui Chen, Chengjin Zhang, Rui Gao, Runtao Yang

Subjects: Get full text

Imbalanced Data Classification:A Survey and Experiments in Medical Domain by JIANG Hao-chen, WEI Zi-qi, LIU Lin, CHEN Jun

Subjects: “…data analysis|intelligent medical|imbalanced datasets|over-sampling…”
Get full text

Ocorrência de sinistros em veículos no sul de Minas Gerais: uma abordagem via modelos de classificação by Luiz Otávio de Oliveira Pala, Marcela de Marillac Carvalho, Paulo Henrique Sales Guimarães, Thelma Sáfadi

Subjects: Get full text

A Novel Oversampling Method for Imbalanced Datasets Based on Density Peaks Clustering by Jie Cao*, Yong Shi

Subjects: Get full text

P2P Traffic Identification Based Over-Sampling Technique by Yaguan Qian, Min Zhang

Subjects: “…class imbalance;over-sampling;P2P traffic identification…”
Get full text

P2P Traffic Identification Based Over-Sampling Technique by Yaguan Qian, Min Zhang

Subjects: Get full text

A review on over-sampling techniques in classification of multi-class imbalanced datasets: insights for medical problems by Yuxuan Yang, Hadi Akbarzadeh Khorshidi, Hadi Akbarzadeh Khorshidi, Uwe Aickelin

Subjects: “…over-sampling…”
Get full text

Quality prediction through machine learning for the inspection and manufacturing process of blood glucose test strips by Ching-Shih Tsou, Christine Liou, Longsheng Cheng, Hanting Zhou

Subjects: Get full text

Classifying cuneiform symbols using machine learning algorithms with unigram features on a balanced dataset by Mahmood Maha, Jasem Farah Maath, Mukhlif Abdulrahman Abbas, AL-Khateeb Belal

Subjects: Get full text

A Sampling-Based Stack Framework for Imbalanced Learning in Churn Prediction by Soumi De, P. Prabu

Subjects: Get full text

Cuneiform Text Dialect Identification Using Machine Learning Algorithms and Natural Language Processing (NLP) by Elaf A. Saeed, Ammar D. Jasim, Munther A. Abdul Malik

Subjects: “…Cuneiform, unigram, CLI, Over-sampling, SVM, RF, DT, KNN, DNN.…”
Get full text

Class-Wise Adaptive Strategy for Semi Supervised Semantic Segmentation by Jingi Ju, Hyeoncheol Noh, Yooseung Wang, Dong-Geol Choi

Subjects: Get full text

Tackling Class Imbalance Problem in Software Defect Prediction Through Cluster-Based Over-Sampling With Filtering by Lina Gong, Shujuan Jiang, Li Jiang

Subjects: Get full text

A Novel Synthetic Minority Oversampling Technique for Multiclass Imbalance Problems by Jiao Wang, Norhashidah Awang

Subjects: Get full text

CTGAN-ENN: a tabular GAN-based hybrid sampling method for imbalanced and overlapped data in customer churn prediction by I Nyoman Mahayasa Adiputra, Paweena Wanchai

Subjects: Get full text

Detecting Wake Lock Leaks in Android Apps Using Machine Learning by Muhammad Umair Khan, Scott Uk-Jin Lee, Shanza Abbas, Asad Abbas, Ali Kashif Bashir

Subjects: Get full text

Identifying and handling data bias within primary healthcare data using synthetic data generators by Barbara Draghi, Zhenchen Wang, Puja Myles, Allan Tucker

Subjects: Get full text

Impact of data balancing a multiclass dataset before the creation of association rules to study bacterial vaginosis by Freddy de la Cruz-Ruiz, Juana Canul-Reich, Rafael Rivera-López, Erick de la Cruz-Hernández

Subjects: “…Synthetic minority over-sampling technique…”
Get full text