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Faliang Yin
Mr
Doctor of Philosophy
,
Engineering
15
Citations
Overview
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Research output
(3)
Similar Profiles
(1)
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Dive into the research topics where Faliang Yin is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
1
Similar Profiles
Explainable Artificial Intelligence
Computer Science
100%
Learning Framework
Computer Science
50%
Multitask Learning
Computer Science
50%
Image Classification
Computer Science
50%
Superpixel
Computer Science
50%
Comprehensibility
Computer Science
35%
Fuzzy Mathematics
Computer Science
30%
Convolutional Neural Network
Computer Science
25%
Research output
3
Article
Research output per year
Research output per year
General type-2 hierarchical fuzzy model-agnostic explanation of image classification for XAI
Yin, F.
,
Lam, H.-K.
&
Watson, D.
,
1 Jul 2026
,
In:
IEEE Transactions on Fuzzy Systems.
34
,
7
,
p. 2149-2158
10 p.
Research output
:
Contribution to journal
›
Article
›
peer-review
Open Access
File
Image Classification
100%
Superpixel
100%
Explainable Artificial Intelligence
100%
Comprehensibility
50%
Image Segmentation
25%
13
Downloads (Pure)
Hierarchical fuzzy model-agnostic explanation: framework, algorithms and interface for XAI
Yin, F.
,
Lam, H.-K.
&
Watson, D.
,
18 Oct 2024
, (Accepted/In press)
In:
IEEE Transactions on Fuzzy Systems.
Research output
:
Contribution to journal
›
Article
›
peer-review
Open Access
File
Explainable Artificial Intelligence
100%
Artificial Intelligence
100%
Fuzzy Mathematics
60%
Fuzzy Rules
50%
Scalability
50%
7
Citations (Scopus)
206
Downloads (Pure)
Multi-task learning framework to predict the status of central venous catheter based on radiographs
Wang, Y.
,
Lam, H.-K.
,
Xu, Y.
,
Yin, F.
&
Qian, K.
,
Dec 2023
,
In:
Artificial Intelligence in Medicine.
146
, 102721.
Research output
:
Contribution to journal
›
Article
›
peer-review
Open Access
File
Learning Framework
100%
Multitask Learning
100%
Neural Network
100%
Convolutional Neural Network
50%
8
Citations (Scopus)
134
Downloads (Pure)