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Deep Spatiality: Unsupervised Learning of Spatially-Enhanced Global and Local 3D Features by Deep Neural Network with Coupled Softmax Journal article
IEEE Transactions on Image Processing, 2018,Volume: 27,Issue: 6,Page: 3049-3063
Authors:  Han Z.;  Liu Z.;  Vong C.-M.;  Liu Y.-S.;  Bu S.;  Han J.;  Chen C.L.P.
Favorite  |  View/Download:5/0  |  Submit date:2019/02/11
Coupled Softmax  Deep Spatial  Directed Circular Graph  Spatially-enhanced 3d Features  
Clinical application of modified bag-of-features coupled with hybrid neural-based classifier in dengue fever classification using gene expression data Journal article
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2018,Volume: 56,Issue: 4,Page: 709-720
Authors:  Chatterjee, Sankhadeep;  Dey, Nilanjan;  Shi, Fuqian;  Ashour, Amira S.;  Fong, Simon James;  Sen, Soumya
Favorite  |  View/Download:8/0  |  Submit date:2018/10/30
Dengue fever  Bag-of-features  Modified cuckoo search  Artificial neural networks  Gene expression data  Incremental feature selection scheme  
Medical Image Retrieval via Histogram of Compressed Scattering Coefficients Journal article
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2017,Volume: 21,Issue: 5,Page: 1338-1346
Authors:  Lan, Rushi;  Zhou, Yicong
Favorite  |  View/Download:8/0  |  Submit date:2018/10/30
Computer Tomography (Ct) Image  Feature Extraction  Medical Diagnosis  Medical Image Retrieval (Mir)  Scattering Transform  
An image classification method that considers privacy-preservation Journal article
Neurocomputing, 2016,Volume: 208,Page: 80-98
Authors:  Chongwen Liu;  Zhaowei Shang;  Yuan Yan Tang
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Ensemble System  Image Classification  Privacy-preservation  
Hybrid Sampling with Bagging for Class Imbalance Learning Conference paper
Lecture Notes in Computer Science (ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING), Univ Auckland, Auckland, NEW ZEALAND, APR 19-22, 2016
Authors:  Yang Lu;  Yiu-ming Cheung;  Yuan Yan Tang
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Class Imbalance Learning  Ensemble Method  Hybrid Sampling  Sampling Method  
Spatial adjacent bag of features with multiple superpixels for object segmentation and classification Journal article
Information Sciences, 2014,Volume: 281,Page: 373-385
Authors:  Tao W.;  Zhou Y.;  Liu L.;  Li K.;  Sun K.;  Zhang Z.
Favorite  |  View/Download:3/0  |  Submit date:2018/12/21
Multiple Segmentations  Object Recognition  Spatial Adjacent Bag Of Features  Superpixel Adjacent Histogram