Articles

Weighting Methods for Rare Event Identification From Imbalanced Datasets

in Data Mining and Management

• Jia He
• Maggie X. Cheng

Robust predictive framework for diabetes classification using optimized machine learning on imbalanced datasets

in Medicine and Public Health

• Inam Abousaber
• Haitham F. Abdallah
• Hany El-Ghaish

Effect of De-noising by Wavelet Filtering and Data Augmentation by Borderline SMOTE on the Classification of Imbalanced Datasets of Pig Behavior

in Precision Livestock Farming

• Min Jin
• Chunguang Wang
• Dan Børge Jensen

Deep learning and smart energy-based lightweight urban power load forecasting model for sustainable urban growth

in Smart Technologies and Cities

• Haewon Byeon
• Azzah AlGhamdi
• Ismail Keshta
• Mukesh Soni
• Sultonali Mekhmonov
• Gurpreet Singh

Boosting-GNN: Boosting Algorithm for Graph Networks on Imbalanced Node Classification

• Shuhao Shi
• Kai Qiao
• Shuai Yang
• Linyuan Wang
• Jian Chen
• Bin Yan

Freeway traffic state classification using vehicle trajectory data

in Transportation Systems Modeling

• Rende Cheng
• An Liu
• Xiaofei Sun
• Fangliang Liu
• Na Li
• Yu Wang
• Lu Yang
• Quan Yu

TCN-5mC: a predictor of 5-methylcytosine sites based on multi-feature fusion and TCN-inspired block networks

in Computational Genomics

• Cunwen Liu
• Xuan Xiao
• LongChang Wan
• WeiZhong Lin

Comparison of Resampling Techniques for Imbalanced Datasets in Machine Learning: Application to Epileptogenic Zone Localization From Interictal Intracranial EEG Recordings in Patients With Focal Epilepsy

• Giulia Varotto
• Gianluca Susi
• Laura Tassi
• Francesca Gozzo
• Silvana Franceschetti
• Ferruccio Panzica

A novel framework of multiclass skin lesion recognition from dermoscopic images using deep learning and explainable AI

in Cancer Imaging and Image-directed Interventions

• Naveed Ahmad
• Jamal Hussain Shah
• Muhammad Attique Khan
• Jamel Baili
• Ghulam Jillani Ansari
• Usman Tariq
• Ye Jin Kim
• Jae-Hyuk Cha

Using preprocessed datasets to construct and interpret multiclass identification models

in Sustainable and Intelligent Phytoprotection

• Cong Wang
• Yufeng Fu
• Ran Wan
• Le Zhao
• Hongbo Wang
• Junwei Guo
• Qiang Liu
• Shan Li
• Shengtao Ma
• Zhicai Wang

Accurate identification of snoRNA targets using variational graph autoencoder to advance the redevelopment of traditional medicines

in Ethnopharmacology

• Zhina Wang
• Yangyuan Chen
• Hongming Ma
• Hong Gao
• Yangbin Zhu
• Hongwu Wang
• Nan Zhang

Decision Support System for Predicting Survivability of Hepatitis Patients

in Digital Public Health

• Fahad R. Albogamy
• Junaid Asghar
• Fazli Subhan
• Muhammad Zubair Asghar
• Mabrook S. Al-Rakhami
• Aurangzeb Khan
• Haidawati Mohamad Nasir
• Mohd Khairil Rahmat
• Muhammad Mansoor Alam
• Adidah Lajis

Time series prediction for lung disease diagnosis and treatment optimization

in Precision Medicine

• Jiaqi Ge
• Mengpei Liu
• Pengfei Du
• Lichen Guo
• Yong Zhang

STM-ac4C: a hybrid model for identification of N4-acetylcytidine (ac4C) in human mRNA based on selective kernel convolution, temporal convolutional network, and multi-head self-attention

in Epigenomics and Epigenetics

• Mengyue Yi
• Fenglin Zhou
• Yu Deng

Towards an early warning system for monitoring of cancer patients using hybrid interactive machine learning

in Health Technology Implementation

• Andreas Trojan
• Emanuele Laurenzi
• Stephan Jüngling
• Sven Roth
• Michael Kiessling
• Ziad Atassi
• Yannick Kadvany
• Meinrad Mannhart
• Christian Jackisch
• Gerd Kullak-Ublick