Imbalanced Dataset; Over-Sampling; SMOTE; miRNA Classification - Articles

A novel over-sampling method and its application to miRNA prediction (Articles)

Xuan Tho Dang, Osamu Hirose, Thammakorn Saethang, Vu Anh Tran, Lan Anh T. Nguyen, Tu Kien T. Le, Mamoru Kubo, Yoichi Yamada, Kenji Satou

Journal of Biomedical Science and Engineering Vol.6 No.2A，February 27, 2013

DOI: 10.4236/jbise.2013.62A029 4,617 Downloads 7,706 Views Citations
This article belongs to the Special Issue on Bioinformatics and Biomedical Informatics
Prediction of Peptides Binding to Major Histocompatibility Class II Molecules Using Machine Learning Methods (Articles)

Fateme Kazemi Faramarzi, Majid Mohammad Beigi, Yasamin Botorabi, Najme Mousavi

Engineering Vol.5 No.10B，December 20, 2013

DOI: 10.4236/eng.2013.510B105 4,199 Downloads 5,487 Views Citations
A Study on Forecasting the Default Risk of Bond Based on XGboost Algorithm and Over-Sampling Method (Articles)

Yan Zhang, Lin Chen

Theoretical Economics Letters Vol.11 No.2，April 13, 2021

DOI: 10.4236/tel.2021.112019 1,423 Downloads 3,530 Views Citations
Treatment of Imbalance Dataset for Human Emotion Classification (Articles)

Er. Shrawan Thakur

World Journal of Neuroscience Vol.13 No.4，November 6, 2023

DOI: 10.4236/wjns.2023.134012 165 Downloads 972 Views Citations
Food Ingredients Identification from Dish Images by Deep Learning (Articles)

Ziyi Zhu, Ying Dai

Journal of Computer and Communications Vol.9 No.4，April 25, 2021

DOI: 10.4236/jcc.2021.94006 820 Downloads 6,922 Views Citations
This article belongs to the Special Issue on Information Technology and Applications
Credit Card Fraud Detection Using Weighted Support Vector Machine (Articles)

Dongfang Zhang, Basu Bhandari, Dennis Black

Applied Mathematics Vol.11 No.12，December 21, 2020

DOI: 10.4236/am.2020.1112087 1,653 Downloads 5,713 Views Citations
Supervised Learning Algorithm on Unstructured Documents for the Classification of Job Offers: Case of Cameroun (Articles)

Fritz Sosso Makembe, Roger Atsa Etoundi, Hippolyte Tapamo

Journal of Computer and Communications Vol.11 No.2，February 27, 2023

DOI: 10.4236/jcc.2023.112006 123 Downloads 517 Views Citations
Predicting Βeta-Turns and Βeta-Turn Types Using a Novel Over-Sampling Approach (Articles)

Lan Anh T. Nguyen, Xuan Tho Dang, Tu Kien T. Le, Thammakorn Saethang, Vu Anh Tran, Duc Luu Ngo, Sergey Gavrilov, Ngoc Giang Nguyen, Mamoru Kubo, Yoichi Yamada, Kenji Satou

Journal of Biomedical Science and Engineering Vol.7 No.11，September 18, 2014

DOI: 10.4236/jbise.2014.711090 3,026 Downloads 4,136 Views Citations
An Efficient Disease Detection Technique of Rice Leaf Using AlexNet (Articles)

Md. Mafiul Hasan Matin, Amina Khatun, Md. Golam Moazzam, Mohammad Shorif Uddin

Journal of Computer and Communications Vol.8 No.12，December 14, 2020

DOI: 10.4236/jcc.2020.812005 2,418 Downloads 6,661 Views Citations
An Improved Algorithm for Imbalanced Data and Small Sample Size Classification (Articles)

Yong Hu, Dongfa Guo, Zengwei Fan, Chen Dong, Qiuhong Huang, Shengkai Xie, Guifang Liu, Jing Tan, Boping Li, Qiwei Xie

Journal of Data Analysis and Information Processing Vol.3 No.3，July 8, 2015

DOI: 10.4236/jdaip.2015.33004 5,610 Downloads 7,729 Views Citations
Advanced Skin Disease Diagnosis and Treatment: Leveraging Convolutional Neural Networks for Image-Based Prediction and Comprehensive Health Assistance (Articles)

Noshin Un Noor, Mohammad Anwar Hossain, Mosarrof Hossain, Md Rakibul Hasan, Mohammad Al Amin, Shamsun Nahar, Ahsan Ullah, Md. Mahedi Hassan

Open Journal of Medical Imaging Vol.15 No.1，March 7, 2025

DOI: 10.4236/ojmi.2025.151001 66 Downloads 442 Views Citations
Progress in Competing Endogenous RNA and Cancer (Articles)

Ting Zhang, Weiguo Huang

Journal of Cancer Therapy Vol.6 No.7，July 27, 2015

DOI: 10.4236/jct.2015.67068 2,850 Downloads 4,302 Views Citations
A Single Therapeutic miRNA Rescues the Oncolysis of Androgen Activated Prostate Specific Virus in Androgen Independent Cell Model (Articles)

Tamara Jane Johnson, Zafar Uddin Khan, Sadaf Mustafa, Kushal Desai, Naser Uddin Höti

Journal of Cancer Therapy Vol.3 No.6，December 6, 2012

DOI: 10.4236/jct.2012.36131 3,922 Downloads 6,316 Views Citations
Study on MiRNA Epigenetic Intervention for Epilepsy (Articles)

Jiao Hu, Jialu Mo, Xianglin Cheng

Journal of Biosciences and Medicines Vol.10 No.10，October 18, 2022

DOI: 10.4236/jbm.2022.1010011 123 Downloads 697 Views Citations
Research Progress of microRNA in the Diagnosis of Tuberculous Pleurisy (Articles)

Surui Chen, Xinyu Li, Jiale Chen, Yunnan Shen, Boyu Hui, Wei Wu

Journal of Biosciences and Medicines Vol.12 No.7，July 22, 2024

DOI: 10.4236/jbm.2024.127015 92 Downloads 297 Views Citations
A KNN Undersampling Approach for Data Balancing (Articles)

Marcelo Beckmann, Nelson F. F. Ebecken, Beatriz S. L. Pires de Lima

Journal of Intelligent Learning Systems and Applications Vol.7 No.4，November 11, 2015

DOI: 10.4236/jilsa.2015.74010 9,098 Downloads 15,013 Views Citations
Trend Analysis of HIV Testing Services in Zimbabwe, 2007-2016: A Secondary Dataset Analysis (Articles)

Sithabiso Dube, Tsitsi Juru, T. Magure, Gerald Shambira, Notion Tafara Gombe, Mufuta Tshimanga

Open Journal of Epidemiology Vol.7 No.3，August 29, 2017

DOI: 10.4236/ojepi.2017.73023 1,357 Downloads 3,082 Views Citations
Survey on Clustering Techniques for Image Categorization Dataset (Articles)

Mohd Afizi Mohd Shukran, Mohd Sidek Fadhil Mohd Yunus, Muhammad Naim Abdullah, Mohd Rizal Mohd Isa, Mohammad Adib Khairuddin, Kamaruzaman Maskat, Suhaila Ismail, Abdul Samad Shibghatullah

Journal of Computer and Communications Vol.10 No.6，June 30, 2022

DOI: 10.4236/jcc.2022.106014 175 Downloads 772 Views Citations
Messages from the Border: Novel Insights in Signal Transduction Pathways Involved in Tumor Invasion and Metastasis (Articles)

Michele Ciccarelli, Mariarosaria Rusciano, Daniela Sorriento, Angela Serena Maione, Maria Soprano, Guido Iaccarino, Maddalena Illario

Journal of Cancer Therapy Vol.6 No.2，February 11, 2015

DOI: 10.4236/jct.2015.62022 3,101 Downloads 4,004 Views Citations
This article belongs to the Special Issue on Mechanisms of Cancer Cell Invasion
Research Progress on the Role of miRNA-448 in Tumor (Articles)

Changliang Jiao, Cheng Yang, Xingjun Tan, Min Guo, Xiaoxin Gao, Juncheng Guo

Journal of Cancer Therapy Vol.12 No.12，December 30, 2021

DOI: 10.4236/jct.2021.1212065 198 Downloads 849 Views Citations

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