Search Result "Class-imbalance"


A Review of Class Imbalance Learning Methods in Bioinformatics

Journal: Current Bioinformatics
Volume: 10 Issue: 4 Year: 2015 Page: 360-369
Author(s): Hualong Yu,Changyin Sun,Wankou Yang,Sen Xu,Yuanyuan Dan

Research Article

Determining the Influence of Class Imbalance for the Triage of Biomedical Documents

Journal: Current Bioinformatics
Volume: 13 Issue: 6 Year: 2018 Page: 592-605
Author(s): Jorge Fdez-Glez,David Ruano-Ordás,José R. Méndez,Florentino Fdez-Riverola,Rosalía Laza,Reyes Pavón

Prediction of Enzyme Subfamily Class via Pseudo Amino Acid Composition by Incorporating the Conjoint Triad Feature

Journal: Protein & Peptide Letters
Volume: 17 Issue: 1 Year: 2010 Page: 1441-1449
Author(s): Yong-Cui Wang, Xiao-Bo Wang, Zhi-Xia Yang, Nai-Yang Deng

Predicting Viral Protein Subcellular Localization with Chou's Pseudo Amino Acid Composition and Imbalance-Weighted Multi-Label K-Nearest Neighbor Algorithm

Journal: Protein & Peptide Letters
Volume: 19 Issue: 11 Year: 2012 Page: 1163-1169
Author(s): Jun-Zhe Cao,Wen-Qi Liu,Hong Gu

Research Article

An HMM-Based Text Classifier Less Sensitive to Document Management Problems

Journal: Current Bioinformatics
Volume: 11 Issue: 5 Year: 2016 Page: 503-514
Author(s): Adrián S. Vieira,Eva L. Iglesias,Lourdes B. Diz

General Research Article

Feature Clustering and Ensemble Learning Based Approach for SoftwareDefect Prediction

Journal: Recent Advances in Computer Science and Communications
Volume: 15 Issue: 6 Year: 2022 Page: 868-882
Author(s): R. Srivastava,Aman Kumar Jain

Research Article

Multi-Class Breast Cancer Classification Using Ensemble of Pretrained models and Transfer Learning

Journal: Current Medical Imaging
Volume: 17 Issue: 0 Year: 2021 Page: 1-8
Author(s): Perumalla Murali Mallikarjuna Rao,Sanjay Kumar Singh,Aditya Khamparia,Bharat Bhushan,Prajoy Podder

Research Article

Boosting Granular Support Vector Machines for the Accurate Prediction of Protein-Nucleotide Binding Sites

Journal: Combinatorial Chemistry & High Throughput Screening
Volume: 22 Issue: 7 Year: 2019 Page: 455-469
Author(s): Yi-Heng Zhu,Jun Hu,Yong Qi,Xiao-Ning Song,Dong-Jun Yu

Optimal Feature Selection and Prediction of Diabetes using Boruta- LASSO Techniques

Ebook: Research Trends in Artificial Intelligence: Internet of Things
Volume: 1 Year: 2023
Author(s):
Doi: 10.2174/9789815136449123010008

Comparison of Kernel and Decision Tree-based Algorithms for the Prediction of microRNAs Associated with Cancer

Journal: Current Bioinformatics
Volume: 11 Issue: 1 Year: 2016 Page: 143-151
Author(s): Ram Kothandan,Sumit Biswas

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