Följ
Bin Liu
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Dealing with class imbalance in classifier chains via random undersampling
B Liu, G Tsoumakas
Knowledge-Based Systems 192, 105292, 2020
1072020
Multi-label sampling based on local label imbalance
B Liu, K Blekas, G Tsoumakas
Pattern Recognition 122, 108294, 2022
352022
Synthetic Oversampling of Multi-Label Data based on Local Label Distribution
B Liu, G Tsoumakas
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
332019
Drug-target interaction prediction via an ensemble of weighted nearest neighbors with interaction recovery
B Liu, K Pliakos, C Vens, G Tsoumakas
Applied Intelligence, 1-23, 2022
212022
Making classifier chains resilient to class imbalance
B Liu, G Tsoumakas
10th Asian Conference on Machine Learning 95, 280-295, 2018
182018
Multiple similarity drug–target interaction prediction with random walks and matrix factorization
B Liu, D Papadopoulos, FD Malliaros, G Tsoumakas, AN Papadopoulos
Briefings in Bioinformatics 23 (5), bbac353, 2022
72022
Optimizing Area Under the Curve Measures via Matrix Factorization for Predicting Drug-Target Interaction with Multiple Similarities
B Liu, G Tsoumakas
arXiv preprint arXiv:2105.01545, 2021
3*2021
On the persistence of multilabel learning, its recent trends, and its open issues
N Mylonas, I Mollas, B Liu, Y Manolopoulos, G Tsoumakas
IEEE Intelligent Systems 38 (2), 28-31, 2023
22023
Local Imbalance based Ensemble for Predicting Interactions between Novel Drugs and Targets
B Liu, K Pliakos, G Tsoumakas
PharML 2020 (Machine Learning for Pharma and Healthcare Applications …, 2020
22020
Fine-grained selective similarity integration for drug–target interaction prediction
B Liu, J Wang, K Sun, G Tsoumakas
Briefings in Bioinformatics 24 (2), bbad085, 2023
2023
基于标签关联的多标签演化超网络
王进, 刘彬, 孙开伟, 陈乔松, 邓欣
电子学报 46 (4), 1012-1018, 2018
2018
用于微阵列数据分类的子空间融合演化超网络
王进, 刘彬, 张军, 陈乔松, 邓欣
电子学报 44 (10), 2308, 2016
2016
Oversampling Multi-Label Data Based on Natural Neighbor and Label Correlation
B Liu, A Zhou, J Wang, G Tsoumakas
Available at SSRN 4627212, 0
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Artiklar 1–13