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 4,828 Downloads 8,253 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 4,366 Downloads 5,995 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 1,683 Downloads 4,538 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 337 Downloads 1,609 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 1,038 Downloads 8,026 Views Citations
This article belongs to the Special Issue on Information Technology and Applications
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 3,241 Downloads 4,832 Views Citations
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 1,908 Downloads 6,726 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 228 Downloads 897 Views Citations
Machine Learning Classification of Prostate Cancer Genomic Sequences Using K-Mer and Sequence-Derived Features (Articles)

Kuldeep Rawat, Hirendra Nath Banerjee, Jamie Noble, Saa Naudia Deloatch, Satyendra Banerjee, Sachin Shetty, Soumya Banerjee

Computational Molecular Bioscience Vol.16 No.2, June 24, 2026

DOI: 10.4236/cmb.2026.162002 13 Downloads 164 Views Citations
Synthetic Data Generation of Surgical Drills Using Physics-Constrained GAN (Articles)

Tessa E. Livingston, Joshua A. Blaney, Suresh S. Muknahallipatna

Journal of Intelligent Learning Systems and Applications Vol.18 No.3, July 16, 2026

DOI: 10.4236/jilsa.2026.183015 0 Downloads 17 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 2,659 Downloads 7,689 Views Citations
Optimization of Skin Disease Classification with a Hybrid Convolutional Neural Network and Vision Transformer Approach (Articles)

Joy Oyinye Orukwo, Constance Izuchukwu Amannah

International Journal of Communications, Network and System Sciences Vol.19 No.3, March 31, 2026

DOI: 10.4236/ijcns.2026.193003 6 Downloads 45 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 5,830 Downloads 8,499 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 232 Downloads 2,050 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 3,065 Downloads 4,850 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 4,083 Downloads 6,740 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 233 Downloads 1,087 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 156 Downloads 597 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 3,309 Downloads 4,587 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 321 Downloads 1,203 Views Citations

First <12 3 ...>Last

	[email protected]
	+86 18163351462 (WhatsApp)
	1655362766
	SCIRP WeChat

All	Title	Abstract	Keywords
DOI	Author	Journal	Affiliation
ISSN	Subject

	[email protected]
	+86 18163351462(WhatsApp)
	1655362766

	Paper Publishing WeChat

Browse Subjects

Publish with us

Home

About SCIRP

Service

Policies