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Ensemble learning algorithm for drug-target interaction prediction
2017 IEEE 7th International Conference on Computational Advances in Bio and Medical Sciences (ICCABS)
◽
10.1109/iccabs.2017.8114292
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2017
◽
Author(s):
Sudipta Pathak
◽
Xingyu Cai
Keyword(s):
Ensemble Learning
◽
Drug Target
◽
Learning Algorithm
◽
Target Interaction
◽
Interaction Prediction
◽
Ensemble Learning Algorithm
Download Full-text
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DrugE-Rank: improving drug–target interaction prediction of new candidate drugs or targets by ensemble learning to rank
Bioinformatics
◽
10.1093/bioinformatics/btw244
◽
2016
◽
Vol 32
(12)
◽
pp. i18-i27
◽
Cited By ~ 74
Author(s):
Qingjun Yuan
◽
Junning Gao
◽
Dongliang Wu
◽
Shihua Zhang
◽
Hiroshi Mamitsuka
◽
...
Keyword(s):
Ensemble Learning
◽
Drug Target
◽
Learning To Rank
◽
Target Interaction
◽
Interaction Prediction
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A multiple kernel learning algorithm for drug-target interaction prediction
BMC Bioinformatics
◽
10.1186/s12859-016-0890-3
◽
2016
◽
Vol 17
(1)
◽
Cited By ~ 73
Author(s):
André C. A. Nascimento
◽
Ricardo B. C. Prudêncio
◽
Ivan G. Costa
Keyword(s):
Drug Target
◽
Learning Algorithm
◽
Multiple Kernel Learning
◽
Kernel Learning
◽
Target Interaction
◽
Interaction Prediction
◽
Multiple Kernel
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Drug-target interaction prediction with tree-ensemble learning and output space reconstruction
BMC Bioinformatics
◽
10.1186/s12859-020-3379-z
◽
2020
◽
Vol 21
(1)
◽
Cited By ~ 2
Author(s):
Konstantinos Pliakos
◽
Celine Vens
Keyword(s):
Ensemble Learning
◽
Drug Target
◽
Target Interaction
◽
Interaction Prediction
◽
Output Space
Download Full-text
NegStacking: drug-target interaction prediction based on ensemble learning and logistic regression
IEEE/ACM Transactions on Computational Biology and Bioinformatics
◽
10.1109/tcbb.2020.2968025
◽
2020
◽
pp. 1-1
Author(s):
Jie Yang
◽
Song He
◽
Zhongnan Zhang
◽
Xiaochen Bo
Keyword(s):
Logistic Regression
◽
Ensemble Learning
◽
Drug Target
◽
Target Interaction
◽
Interaction Prediction
Download Full-text
Drug-target interaction prediction using ensemble learning and dimensionality reduction
Methods
◽
10.1016/j.ymeth.2017.05.016
◽
2017
◽
Vol 129
◽
pp. 81-88
◽
Cited By ~ 36
Author(s):
Ali Ezzat
◽
Min Wu
◽
Xiao-Li Li
◽
Chee-Keong Kwoh
Keyword(s):
Dimensionality Reduction
◽
Ensemble Learning
◽
Drug Target
◽
Target Interaction
◽
Interaction Prediction
Download Full-text
Drug-target interaction prediction via class imbalance-aware ensemble learning
BMC Bioinformatics
◽
10.1186/s12859-016-1377-y
◽
2016
◽
Vol 17
(S19)
◽
Cited By ~ 40
Author(s):
Ali Ezzat
◽
Min Wu
◽
Xiao-Li Li
◽
Chee-Keong Kwoh
Keyword(s):
Ensemble Learning
◽
Drug Target
◽
Class Imbalance
◽
Target Interaction
◽
Interaction Prediction
Download Full-text
KenDTI: an ensemble model based on network integration and CNN for drug-target interaction prediction
IEEE/ACM Transactions on Computational Biology and Bioinformatics
◽
10.1109/tcbb.2021.3074401
◽
2021
◽
pp. 1-1
Author(s):
Zhimiao Yu
◽
Jiarui Lu
◽
Yuan Jin
◽
Yang Yang
Keyword(s):
Drug Target
◽
Ensemble Model
◽
Network Integration
◽
Target Interaction
◽
Interaction Prediction
◽
Model Based
Download Full-text
GanDTI: a Multi-task Neural Network for Drug-Target Interaction Prediction
Computational Biology and Chemistry
◽
10.1016/j.compbiolchem.2021.107476
◽
2021
◽
pp. 107476
Author(s):
Shuyu Wang
◽
Peng Shan
◽
Yuliang Zhao
◽
Lei Zuo
Keyword(s):
Neural Network
◽
Drug Target
◽
Target Interaction
◽
Interaction Prediction
Download Full-text
Drug-Target Interaction Prediction with Graph Regularized Matrix Factorization
IEEE/ACM Transactions on Computational Biology and Bioinformatics
◽
10.1109/tcbb.2016.2530062
◽
2017
◽
Vol 14
(3)
◽
pp. 646-656
◽
Cited By ~ 77
Author(s):
Ali Ezzat
◽
Peilin Zhao
◽
Min Wu
◽
Xiao-Li Li
◽
Chee-Keong Kwoh
Keyword(s):
Matrix Factorization
◽
Drug Target
◽
Target Interaction
◽
Interaction Prediction
Download Full-text
DeepMGT-DTI: Transformer network incorporating multilayer graph information for Drug–Target interaction prediction
Computers in Biology and Medicine
◽
10.1016/j.compbiomed.2022.105214
◽
2022
◽
pp. 105214
Author(s):
Peiliang Zhang
◽
Ziqi Wei
◽
Chao Che
◽
Bo Jin
Keyword(s):
Drug Target
◽
Target Interaction
◽
Interaction Prediction
Download Full-text
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