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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
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View/Download:17/0
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TC[WOS]:
10
TC[Scopus]:
20
|
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
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View/Download:21/0
|
TC[WOS]:
12
TC[Scopus]:
14
|
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
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View/Download:24/0
|
TC[WOS]:
15
TC[Scopus]:
18
|
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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View/Download:8/0
|
TC[WOS]:
5
TC[Scopus]:
6
|
Submit date:2019/02/11
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
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|
View/Download:9/0
|
TC[WOS]:
15
TC[Scopus]:
16
|
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:15/0
|
TC[WOS]:
8
TC[Scopus]:
14
|
Submit date:2018/12/21
Multiple Segmentations
Object Recognition
Spatial Adjacent Bag Of Features
Superpixel Adjacent Histogram