UM

Browse/Search Results:  1-10 of 11 Help

Selected(0)Clear Items/Page:    Sort:
Quality control of imbalanced mass spectra from isotopic labeling experiments Journal article
BMC Bioinformatics, 2019,Volume: 20,Issue: 1
Authors:  Li,Tianjun;  Chen,Long;  Gan,Min
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/09
Gradient Boosting  Imbalanced Data  Mass Spectra  Proteomics  Quality Control  
Identification of cancer-related long non-coding RNAs using XGboost with high accuracy Journal article
Frontiers in Genetics, 2019,Volume: 10
Authors:  Zhang,Xuan;  Li,Tianjun;  Wang,Jun;  Li,Jing;  Chen,Long;  Liu,Changning
Favorite |  | TC[WOS]:9 TC[Scopus]:12 | Submit date:2021/03/09
Cancer  Long Noncoding Rna  Machine Learning  Synthetic Minority Over-sampling Technique  Xgboost  
Dynamic Network Anomaly Detection System by Using Deep Learning Techniques Conference paper
CLOUD 2019: Cloud Computing – CLOUD 2019, San Diego, CA, June 25–30, 2019
Authors:  Peng Lin;  Kejiang Ye;  Cheng-Zhong Xu
Favorite |  | TC[WOS]:14 TC[Scopus]:28 | Submit date:2021/09/18
Network Anomaly Detection  Deep Learning  Attention  Smote  
Dual feature selection and rebalancing strategy using metaheuristic optimization algorithms in X-ray image datasets Journal article
Multimedia Tools and Applications, 2019,Volume: 78,Issue: 15,Page: 20913-20933
Authors:  Jinyan Li;  Simon Fong;  Lian-sheng Liu;  Nilanjan Dey;  Amira S. Ashour;  Luminița Moraru
Favorite |  | TC[WOS]:5 TC[Scopus]:9 | Submit date:2021/03/09
Meta-heuristic  Medical X-ray Image  Rebalancing  Feature Selection  Dynamic Multi-objective  Bat Algorithm  
Gradient Boosting Model for Unbalanced Quantitative Mass Spectra Quality Assessment Conference paper
2017 INTERNATIONAL CONFERENCE ON SECURITY, PATTERN ANALYSIS, AND CYBERNETICS (SPAC), Shenzhen, PEOPLES R CHINA, DEC 15-17, 2017
Authors:  Li, Tianjun;  Zhang, Tong;  Chen, Long
Favorite |  | TC[WOS]:2 TC[Scopus]:0 | Submit date:2018/10/30
Post-boosting of classification boundary for imbalanced data using geometric mean Journal article
NEURAL NETWORKS, 2017,Volume: 96,Page: 101-114
Authors:  Du, Jie;  Vong, Chi-Man;  Pun, Chi-Man;  Wong, Pak-Kin;  Ip, Weng-Fai
Favorite |  | TC[WOS]:9 TC[Scopus]:11 | Submit date:2018/10/30
Imbalance Learning  Boosting  Weighted Elm  Smote  
Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data Journal article
PLOS ONE, 2017,Volume: 12,Issue: 7
Authors:  Jinyan Li;  Lian-sheng Liu;  Simon Fong;  Raymond K. Wong;  Sabah Mohammed;  Jinan Fiaidhi;  Yunsick Sung;  Kelvin K. L. Wong
Favorite |  | TC[WOS]:9 TC[Scopus]:14 | Submit date:2018/10/30
Adaptive swarm cluster-based dynamic multi-objective synthetic minority oversampling technique algorithm for tackling binary imbalanced datasets in biomedical data classification Journal article
BioData Mining, 2016,Volume: 9,Issue: 1
Authors:  Jinyan Li;  Simon Fong;  Yunsick Sung;  Kyungeun Cho;  Raymond Wong;  Kelvin K. L. Wong
Favorite |  | TC[WOS]:15 TC[Scopus]:18 | Submit date:2018/10/30
Imbalanced Dataset  Swarm Optimisation  Under-sampling  Smote  Dynamic Multi-objective  Classification  Biomedical Data  
Adaptive multi-objective swarm crossover optimization for imbalanced data classification Conference paper
Advanced Data Mining and Applications, Gold Coast, QLD, Australia, December 12-15, 2016
Authors:  Jinyan Li;  Simon Fong;  Meng Yuan;  Raymond K. Wong
Favorite |  | TC[WOS]:0 TC[Scopus]:5 | Submit date:2019/02/13
Class Rebalancing  Swarm Optimization  Classification  
Solving the Under-Fitting Problem for Decision Tree Algorithms by Incremental Swarm Optimization in Rare-Event Healthcare Classification Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1102-1110
Authors:  Li, Jinyan;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Chen, Qian;  Tan, Zhen
Favorite |  | TC[WOS]:8 TC[Scopus]:11 | Submit date:2019/02/13
Decision Tree  Imbalanced Healthcare Dataset  Incremental Swarm Optimization  Swarm Intelligence Algorithm