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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:  Li,Jinyan;  Fong,Simon;  Liu,Lian sheng;  Dey,Nilanjan;  Ashour,Amira S.;  Moraru,Luminița
Favorite |  | TC[WOS]:4 TC[Scopus]:9 | Submit date:2021/03/09
Bat algorithm  Dynamic multi-objective  Feature selection  Medical X-ray image  Meta-heuristic  Rebalancing  
Joint sparse matrix regression and nonnegative spectral analysis for two-dimensional unsupervised feature selection Journal article
Pattern Recognition, 2019,Volume: 89,Page: 119-133
Authors:  Yuan H.;  Li J.;  Lai L.L.;  Tang Y.Y.
Favorite |  | TC[WOS]:12 TC[Scopus]:12 | Submit date:2019/02/11
Nonnegative spectral analysis  Sparse matrix regression  Two-dimensional feature selection  Unsupervised learning  
A lung sound category recognition method based on wavelet decomposition and BP neural network Journal article
International Journal of Biological Sciences, 2019,Volume: 15,Issue: 1,Page: 195-207
Authors:  Shi Y.;  Li Y.;  Cai M.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:7 TC[Scopus]:11 | Submit date:2021/03/03
Bp Neural Network  Category Recognition  Linear Discriminant Analysis  Lung Sound  Wavelet De-noising  
A comprehensive comparison and overview of R packages for calculating sample entropy Journal article
Biology Methods and Protocols, 2019,Volume: 4,Issue: 1
Authors:  Chen C.;  Sun S.;  Cao Z.;  Shi Y.;  Sun B.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:5 | Submit date:2021/03/03
Comparison  Nonlinear Dynamics  r Package  Sample Entropy  Time Series  
Kestrel-Based Search Algorithm (KSA) for parameter tuning unto Long Short Term Memory (LSTM) Network for feature selection in classification of high-dimensional bioinformatics datasets Conference paper
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, FedCSIS 2018
Authors:  Azbehadji I.E.;  Millham R.;  Fong S.J.;  Yang H.
Favorite |  | TC[WOS]:5 TC[Scopus]:7 | Submit date:2019/02/13
Deep learning  Kestrel-based search algorithm  Long short term memory network  Random encircling  
Swarm search methods in weka for data mining Conference paper
ACM International Conference Proceeding Series
Authors:  Fong S.;  Biuk-Aghai R.P.;  Millham R.C.
Favorite |  | TC[WOS]:10 TC[Scopus]:14 | Submit date:2019/02/13
Data mining  Feature selection  Metaheuristics  Search methods  
In situ sequestration of endogenous PDGF-BB with an ECM-mimetic sponge for accelerated wound healing Journal article
BIOMATERIALS, 2017,Volume: 148,Page: 54-68
Authors:  Li, Qiu;  Niu, Yiming;  Diao, Huajia;  Wang, Lintao;  Chen, Xiuping;  Wang, Yitao;  Dong, Lei;  Wang, Chunming
View | Adobe PDF | Favorite |  | TC[WOS]:43 TC[Scopus]:40 | Submit date:2018/10/30
Biomimetic Scaffolds  Extraceilular Matrix  Polysaccharides  Growth Factors  Wound Healing  
Solving imbalanced dataset problems for high-dimensional image processing by swarm optimization Book chapter
出自: Bio-Inspired Computation and Applications in Image Processing, 2016, 页码: 311-321
Authors:  Li,J.;  Fong,S.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Feature selection  Imbalanced dataset  Multimedia and image dataset  Optimization  Swarm intelligence algorithm  
Solving imbalanced dataset problems for high-dimensional image processing by swarm optimization Book
2016
Authors:  Li J.;  Fong S.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2019/02/13
Feature selection  Imbalanced dataset  Multimedia and image dataset  Optimization  Swarm intelligence algorithm  
Optimized feature extraction for learning-based image steganalysis Journal article
IEEE Transactions on Information Forensics and Security, 2007,Volume: 2,Issue: 1,Page: 31-45
Authors:  Wang Y.;  Moulin P.
Favorite |  | TC[WOS]:120 TC[Scopus]:177 | Submit date:2019/01/16
Characteristic functions  Detection theory  Feature selection  Steganalysis  Steganography  Supervised learning