University, Subject, Country, Region, World
University of Sydney 320 Scientists Subject Rankings - 2025
The AD Scientific Index (Alper-Doger Scientific Index) provides the most comprehensive analysis across 13 main fields and 197 sub-branches at global, national, and regional levels. These analyses are based on indicators such as the H-index, i10-index, and citation count, including their values from the last 6 years. As of Feb 02, 2025, the rankings are determined according to the Total H Index. BETA VERSION: The subject field rankings for the world, regions, countries, and universities are currently in their Beta phase. This is due to the exclusion of (870.053) scientists categorized under ‘Others’, whose profiles have yet to be determined, edited, or classified. As updates are made to these fields, the rankings will be adjusted accordingly. Note: Please keep this in mind while reviewing the rankings. For further details, explore our [University Subject Rankings].
* Total H IndexRankings
Ranking Based On Selection: 1
artificial intelligence
machine learning
computer vision
image processing
data mining
Metrics
H-Index
i10 Index
Citation Counts
181
1,195
141,449
* Total H IndexRankings
Ranking Based On Selection: 2
multimedia
computer vision
machine learning
Metrics
H-Index
i10 Index
Citation Counts
135
492
78,288
* Total H IndexRankings
Ranking Based On Selection: 3
Data Analytics
Engineering Optimization
Evolutionary Computation
Smart Cities
Metrics
H-Index
i10 Index
Citation Counts
109
430
61,294
* Total H IndexRankings
Ranking Based On Selection: 4
Data Centers
Parallel and Distributed Computing
Scheduling
Stochastic Optimization
Sustainable Computing
Metrics
H-Index
i10 Index
Citation Counts
106
678
48,513
* Total H IndexRankings
Ranking Based On Selection: 5
Computer vision
Pattern recognition
AI4Science
Machine Learning
Deep Learning
Metrics
H-Index
i10 Index
Citation Counts
101
277
52,175
* Total H IndexRankings
Ranking Based On Selection: 6
Computational intelligence
machine learning
fuzzy neural networks (FNN)
cognitive neuro-engineering
brain-computer interface
Metrics
H-Index
i10 Index
Citation Counts
97
472
40,974
* Total H IndexRankings
Ranking Based On Selection: 7
Computer Vision
Multimedia
Transfer Learning
Compression
Metrics
H-Index
i10 Index
Citation Counts
85
215
32,621
* Total H IndexRankings
Ranking Based On Selection: 8
Network Science
Security and Privacy
Big Data
Mathematical AI
Metrics
H-Index
i10 Index
Citation Counts
82
395
26,126
* Total H IndexRankings
Ranking Based On Selection: 9
Statistical Machine Learning
AI4Science
Sustainable AI
Transfer Learning
Feature Selection
Metrics
H-Index
i10 Index
Citation Counts
78
233
31,329
* Total H IndexRankings
Ranking Based On Selection: 10
distributed systems
operating systems
Metrics
H-Index
i10 Index
Citation Counts
74
149
26,062
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* Total H IndexRankings
Ranking Based On Selection: 11
Machine Learning
Learning with Noisy Labels
Trustworthy Machine Learning
Metrics
H-Index
i10 Index
Citation Counts
73
202
18,800
* Total H IndexRankings
Ranking Based On Selection: 12
Data Mining
Metrics
H-Index
i10 Index
Citation Counts
71
287
36,575
* Total H IndexRankings
Ranking Based On Selection: 13
Artificial intelligence
Data science
Machine learning
Behavior informatics
Enterprise innovation
Metrics
H-Index
i10 Index
Citation Counts
68
291
21,252
* Total H IndexRankings
Ranking Based On Selection: 14
Medical Imaging
Metrics
H-Index
i10 Index
Citation Counts
68
190
16,952
* Total H IndexRankings
Ranking Based On Selection: 15
Machine Learning
Computer Vision and Multimedia
Data Mining
Metrics
H-Index
i10 Index
Citation Counts
65
182
22,469
* Total H IndexRankings
Ranking Based On Selection: 16
Ubiquitous Computing
Personal Informatics
Artificial Intelligence in Education
AI in Education
Human-centered AI
Metrics
H-Index
i10 Index
Citation Counts
62
252
15,310
* Total H IndexRankings
Ranking Based On Selection: 17
Machine Learning
pattern recognition
human manchine interaction
behaviour analytics
cognitive modelling
Metrics
H-Index
i10 Index
Citation Counts
60
210
12,131
* Total H IndexRankings
Ranking Based On Selection: 18
Computer Science
Graph Drawing
Metrics
H-Index
i10 Index
Citation Counts
59
166
19,141
* Total H IndexRankings
Ranking Based On Selection: 19
Bioinformatics
computational biology
data mining
health informatics
Metrics
H-Index
i10 Index
Citation Counts
58
161
13,632
* Total H IndexRankings
Ranking Based On Selection: 20
software engineering
metamodelling
modelling
agents
Metrics
H-Index
i10 Index
Citation Counts
58
229
16,316
* Total H IndexRankings
Ranking Based On Selection: 21
Machine Learning
Data Mining
Pattern Recognition
Speech Recognition
Signal Processing
Metrics
H-Index
i10 Index
Citation Counts
57
320
19,990
* Total H IndexRankings
Ranking Based On Selection: 22
Recommender Systems
Data Analytics
AI
Behavior Modeling
Social Computing
Metrics
H-Index
i10 Index
Citation Counts
55
228
13,116
* Total H IndexRankings
Ranking Based On Selection: 23
database
graph processing
algorithm
data mining
Metrics
H-Index
i10 Index
Citation Counts
55
149
10,351
* Total H IndexRankings
Ranking Based On Selection: 24
Quantum computation and quantum information
semantics of programming languages
logics in
Metrics
H-Index
i10 Index
Citation Counts
55
158
9,072
* Total H IndexRankings
Ranking Based On Selection: 25
Computer Vision
Machine Learning
Data Analytics
Metrics
H-Index
i10 Index
Citation Counts
54
224
13,363
Dacheng Tao
University of Sydney
Sydney, Australia
Metrics
H-Index
i10-Index
Citation Counts
181
1,195
141,449
artificial intelligence
machine learning
computer vision
image processing
data mining
Yi Yang
Metrics
H-Index
i10-Index
Citation Counts
135
492
78,288
multimedia
computer vision
machine learning
Amir H Gandomi
Metrics
H-Index
i10-Index
Citation Counts
109
430
61,294
Data Analytics
Engineering Optimization
Evolutionary Computation
Smart Cities
Albert Y Zomaya
University of Sydney
Sydney, Australia
Metrics
H-Index
i10-Index
Citation Counts
106
678
48,513
Data Centers
Parallel and Distributed Computing
Scheduling
Stochastic Optimization
Sustainable Computing
Wanli Ouyang (欧阳万里)
University of Sydney
Sydney, Australia
Metrics
H-Index
i10-Index
Citation Counts
101
277
52,175
Computer vision
Pattern recognition
AI4Science
Machine Learning
Deep Learning
Chin Teng Lin
Metrics
H-Index
i10-Index
Citation Counts
97
472
40,974
Computational intelligence
machine learning
fuzzy neural networks (FNN)
cognitive neuro-engineering
brain-computer interface
Dong Xu
University of Sydney
Sydney, Australia
Metrics
H-Index
i10-Index
Citation Counts
85
215
32,621
Computer Vision
Multimedia
Transfer Learning
Compression
Shui Yu
Metrics
H-Index
i10-Index
Citation Counts
82
395
26,126
Network Science
Security and Privacy
Big Data
Mathematical AI
Ivor W Tsang
Metrics
H-Index
i10-Index
Citation Counts
78
233
31,329
Statistical Machine Learning
AI4Science
Sustainable AI
Transfer Learning
Feature Selection
Willy Zwaenepoel
University of Sydney
Sydney, Australia
Metrics
H-Index
i10-Index
Citation Counts
74
149
26,062
distributed systems
operating systems
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Tongliang Liu
University of Sydney
Sydney, Australia
Metrics
H-Index
i10-Index
Citation Counts
73
202
18,800
Machine Learning
Learning with Noisy Labels
Trustworthy Machine Learning
Chengqi Zhang
Metrics
H-Index
i10-Index
Citation Counts
71
287
36,575
Longbing Cao
Metrics
H-Index
i10-Index
Citation Counts
68
291
21,252
Artificial intelligence
Data science
Machine learning
Behavior informatics
Enterprise innovation
Dale Bailey
University of Sydney
Sydney, Australia
Metrics
H-Index
i10-Index
Citation Counts
68
190
16,952
Chang Xu
University of Sydney
Sydney, Australia
Metrics
H-Index
i10-Index
Citation Counts
65
182
22,469
Machine Learning
Computer Vision and Multimedia
Data Mining
Judy Kay
University of Sydney
Sydney, Australia
Metrics
H-Index
i10-Index
Citation Counts
62
252
15,310
Ubiquitous Computing
Personal Informatics
Artificial Intelligence in Education
AI in Education
Human-centered AI
Fang Chen
Metrics
H-Index
i10-Index
Citation Counts
60
210
12,131
Machine Learning
pattern recognition
human manchine interaction
behaviour analytics
cognitive modelling
Peter D Eades
University of Sydney
Sydney, Australia
Metrics
H-Index
i10-Index
Citation Counts
59
166
19,141
Computer Science
Graph Drawing
Jinyan Li
Metrics
H-Index
i10-Index
Citation Counts
58
161
13,632
Bioinformatics
computational biology
data mining
health informatics
Brian Henderson Sellers
Metrics
H-Index
i10-Index
Citation Counts
58
229
16,316
software engineering
metamodelling
modelling
agents
Yin Song
Metrics
H-Index
i10-Index
Citation Counts
57
320
19,990
Machine Learning
Data Mining
Pattern Recognition
Speech Recognition
Signal Processing
Guandong Xu
Metrics
H-Index
i10-Index
Citation Counts
55
228
13,116
Recommender Systems
Data Analytics
AI
Behavior Modeling
Social Computing
Lu Qin
Metrics
H-Index
i10-Index
Citation Counts
55
149
10,351
database
graph processing
algorithm
data mining
Mingsheng Ying
Metrics
H-Index
i10-Index
Citation Counts
55
158
9,072
Quantum computation and quantum information
semantics of programming languages
logics in
Xiangjian He
Metrics
H-Index
i10-Index
Citation Counts
54
224
13,363
Computer Vision
Machine Learning
Data Analytics