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A Novel ShK-Like Toxic Peptide from the Transcriptome of the Cnidarian Palythoa caribaeorum Displays Neuroprotection and Cardioprotection in Zebrafish Journal article
TOXINS, 2018,Volume: 10,Issue: 6
Authors:  Liao, Qiwen;  Gong, Guiyi;  Siu, Shirley Weng In;  Wong, Clarence Tsun Ting;  Yu, Huidong;  Tse, Yu Chung;  Radis-Baptista, Gandhi;  Lee, Simon Ming-Yuen
Favorite  |  View/Download:9/0  |  Submit date:2018/10/30
zoantharian  ShK-like peptide  dynamics simulation  voltage-gated K+ ion channel  calcium-activated K+ ion channel  animal toxins  
AmPEP: Sequence-based prediction of antimicrobial peptides using distribution patterns of amino acid properties and random forest Journal article
SCIENTIFIC REPORTS, 2018,Volume: 8
Authors:  Bhadra, Pratiti;  Yan, Jielu;  Li, Jinyan;  Fong, Simon;  Siu, Shirley W. I.
Favorite  |  View/Download:11/0  |  Submit date:2018/10/30
Correlated EEMD and effective feature extraction for both periodic and irregular faults diagnosis in rotating machinery Journal article
Energies, 2017,Volume: 10,Issue: 10
Authors:  Liang J.;  Zhong J.-H.;  Yang Z.-X.
Favorite  |  View/Download:4/0  |  Submit date:2018/12/22
Acoustic Signal  Ensemble Empirical Mode Decomposition  Sample Entropy  Singular Value Decomposition  Sparse Bayesian Extreme Learning Machine  
TMDIM: an improved algorithm for the structure prediction of transmembrane domains of bitopic dimers Journal article
JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, 2017,Volume: 31,Issue: 9,Page: 855-865
Authors:  Cao, Han;  Ng, Marcus C. K.;  Jusoh, Siti Azma;  Tai, Hio Kuan;  Siu, Shirley W. I.
Favorite  |  View/Download:4/0  |  Submit date:2018/10/30
Structure prediction  Bitopic dimer  Helix packing  Helix assembly  Scwrl4  Bioinformatics  
Improvised Methods for Tackling Big Data Stream Mining Challenges: Case Study of Human Activity Recognition Journal article
JOURNAL OF SUPERCOMPUTING, 2016,Volume: 72,Issue: 10,Page: 3927-3959
Authors:  Fong, Simon;  Liu, Kexing;  Cho, Kyungeun;  Wong, Raymond;  Mohammed, Sabah;  Fiaidhi, Jinan
Favorite  |  View/Download:11/0  |  Submit date:2019/05/15
Data Stream Mining  Big Data  Very Fast Decision Tree  Resampling  Sensor Data  
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  |  View/Download:3/0  |  Submit date:2019/02/13
Decision Tree  Imbalanced Healthcare Dataset  Incremental Swarm Optimization  Swarm Intelligence Algorithm  
Early Diagnosis of Alzheimer Disease Using Instance-Based Learning Techniques Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1111-1118
Authors:  Khan, Aunsia;  Liu, Lian-Sheng;  Usman, Muhammad;  Fong, Simon
Favorite  |  View/Download:4/0  |  Submit date:2019/02/13
Alzheimer's Disease  Computer Aided Diagnosis  Machine Learning  
Fast detection of impact location using kernel extreme learning machine Journal article
Neural Computing and Applications, 2016,Volume: 27,Issue: 1,Page: 121
Authors:  Fu H.;  Vong C.-M.;  Wong P.-K.;  Yang Z.
Favorite  |  View/Download:8/0  |  Submit date:2018/10/30
Damage Location Detection  Kernel Elm  Plate Structure  
Real-time analysis of vital signs using incremental data stream mining techniques with a case study of ARDS under ICU treatment Journal article
Journal of Medical Imaging and Health Informatics, 2015,Volume: 5,Issue: 5,Page: 1108-1115
Authors:  Fong, Simon;  Siu, Shirley W. I.;  Zhou, Suzy;  Chan, Jonathan H.;  Mohammed, Sabah;  Fiaidhi, Jinan
Favorite  |  View/Download:4/0  |  Submit date:2019/02/13
Data Stream Mining  Naïve Bayes  Optimized Very Fast Decision Tree  Support Vector Machine  Vital Signs Analysis  
A Fractal Dimension and Wavelet Transform Based Method for Protein Sequence Similarity Analysis Journal article
IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2015,Volume: 12,Issue: 2,Page: 348-359
Authors:  Lina Yang;  Yuan Yan Tang;  Yang Lu;  Huiwu Luo
Favorite  |  View/Download:3/0  |  Submit date:2019/02/11
Discrete Wavelet Transform  Fractal Dimension  Higuchi's Algorithm  Protein Sequence Similarity  Sliding Window