Dalian Minzu University
In research, Dalian Minzu University stands highest in Physical Sciences (#1,652 of 10,670 worldwide), Life Sciences (#1,915 of 6,403 worldwide) and Engineering (#1,790 of 5,901 worldwide), 2022-now. Relative to its size it is most specialised in Media Technology, Computer Vision and Pattern Recognition and Materials Chemistry (Media Technology is 12.6× its share of world research).
- World rank, 2022-now
- #2,686 of 22,385 · #2,969 all time
- Rank in China
- #469 of 2,481
- Research works
- 4.5k ▲ 84% vs 2018-21
- Citations
- 37k 8.1 per fractional work
- Top-10% rate
- 12.8% all institutions 10.0%
- vs its own fields
- 1.13× 1.00× is exactly expected
- Open access
- 23% world 40%
- International
- 7% world 18%
What is Dalian Minzu University known for in research?
The fields where it stands highest, 2022-now, ranked among every institution above the floor in each field.
| Field | World rank | Where that sits | Top-10% rate | Works | All time |
|---|---|---|---|---|---|
| Physical SciencesDomain | #1,652 of 10,670 | 12.4% | 705 | #2530 | |
| Life SciencesDomain | #1,915 of 6,403 | 12.7% | 131 | #2705 | |
| EngineeringField | #1,790 of 5,901 | 11.5% | 259 | #2620 | |
| Computer ScienceField | #1,347 of 4,417 | 12.0% | 218 | #2373 | |
| Computer Vision and Pattern RecognitionSubfield | #422 of 963 | 13.3% | 131 | #827 | |
| Materials ScienceField | #1,123 of 2,276 | 16.4% | 87 | #1716 | |
| Materials ChemistrySubfield | #753 of 1,473 | 16.4% | 62 | #1330 | |
| Biochemistry, Genetics and Molecular BiologyField | #1,587 of 2,964 | 10.5% | 63 | #2549 | |
| Social SciencesDomain | #8,692 of 9,585 | 11.5% | 65 | #11210 |
Each strip is that field's whole ranked pool, with the notch where Dalian Minzu University sits in it, in the colour of the band that rank falls in. The track under the rate is the rate itself: it carries no average mark, because the average differs by field (from about 6% in Dentistry to 21% in Economics).
Which of those standings moved
The same fields on both windows: where it stood over the whole record, and where it stands in 2022-now. The distance is the story, and it is the one thing the two rank columns above cannot show.
- Physical Sciences#2,530 #1,652
- Life Sciences#2,705 #1,915
- Engineering#2,620 #1,790
- Computer Science#2,373 #1,347
- Computer Vision and Pattern Recognition#827 #422
- Materials Science#1,716 #1,123
- Materials Chemistry#1,330 #753
- Biochemistry, Genetics and Molecular Biology#2,549 #1,587
- Social Sciences#11,210 #8,692
A dot further right is a better standing. Fields it was not ranked in over the whole record are left out.
Which fields of science does Dalian Minzu University work in?
In 2022-now, 75% of research at Dalian Minzu University is in Physical Sciences, 14% in Life Sciences. Its largest fields are Engineering (27%), Computer Science (25%), Materials Science (9%). It does 1.9× the world's share of Physical Sciences.
Each ring splits the one inside it: the four domains of science, their fields, their subfields. Size is fractional works in 2022-now. Every slice is a page; the interactive view zooms down to single topics and colours each by how much more of it this institution does than the world.
Its 4 domains and 26 fields, with their numbers
- Physical Sciences80775.3%
- Engineering28927.0%
- Computer Science26324.6%
- Materials Science979.1%
- Environmental Science484.5%
- Physics and Astronomy302.8%
- Chemistry212.0%
- Energy191.8%
- Earth and Planetary Sciences171.6%
- Mathematics131.2%
- Chemical Engineering90.8%
- Life Sciences14513.6%
- Social Sciences757.0%
- Social Sciences232.1%
- Psychology141.3%
- Economics, Econometrics and Finance131.3%
- Business, Management and Accounting111.0%
- Decision Sciences70.7%
- Arts and Humanities70.7%
- Health Sciences444.1%
- Medicine383.5%
- Nursing40.4%
- Health Professions20.2%
- Dentistry00.0%
- Veterinary00.0%
What does Dalian Minzu University specialise in?
Where its research is concentrated relative to its size: Media Technology takes 12.6× the share of its output that it takes of world research.
- Media TechnologySubfield · 42.4 works13×
- Computer Vision and Pattern RecognitionSubfield · 158.8 works12×
- Materials ChemistrySubfield · 69.1 works3.3×
Location quotient, a volume reading rather than an impact one. It surfaces small, lopsided specialities.
Field profile
Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.
Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 3.2×. Every wedge is a field page.
All 26 fields, with their numbers
- Computer Science3.16×263 works
- Materials Science2.60×97 works
- Chemical Engineering2.35×9 works
- Energy1.96×19 works
- Engineering1.80×289 works
- Physics and Astronomy1.28×30 works
- Chemistry1.26×21 works
- Biochemistry, Genetics and Molecular Biology1.18×68 works
- Agricultural and Biological Sciences1.03×52 works
- Pharmacology, Toxicology and Pharmaceutics1.03×4 works
- Earth and Planetary Sciences1.00×17 works
- Mathematics1.00×13 works
- Neuroscience0.96×17 works
- Environmental Science0.90×48 works
- Nursing0.72×4 works
- Decision Sciences0.72×8 works
- Economics, Econometrics and Finance0.59×14 works
- Immunology and Microbiology0.45×5 works
- Psychology0.42×14 works
- Business, Management and Accounting0.31×10 works
- Arts and Humanities0.24×7 works
- Medicine0.18×38 works
- Social Sciences0.17×23 works
- Dentistry0.08×0 works
- Veterinary0.08×0 works
- Health Professions0.07×2 works
- Computer Science 3.2×
- Materials Science 2.6×
- Chemical Engineering 2.4×
- Energy 2.0×
- Engineering 1.8×
- Physics and Astronomy 1.3×
- Chemistry 1.3×
- Biochemistry, Genetics and Molecular Biology 1.2×
- Agricultural and Biological Sciences 1.0×
- Pharmacology, Toxicology and Pharmaceutics 1.0×
- Earth and Planetary Sciences 1.0×
- Mathematics 1.0×
- Neuroscience 1.0×
- Environmental Science 0.9×
- Nursing 0.7×
- Decision Sciences 0.7×
- Economics, Econometrics and Finance 0.6×
- Immunology and Microbiology 0.5×
- Psychology 0.4×
- Business, Management and Accounting 0.3×
- Arts and Humanities 0.2×
- Medicine 0.2×
- Social Sciences 0.2×
- Dentistry 0.1×
- Veterinary 0.1×
- Health Professions 0.1×
Who are the top researchers at Dalian Minzu University?
Ranked on the quality score, Xiang Lin, Jindou Huang and Bin Dong lead among researchers whose main affiliation is Dalian Minzu University.
- 1
Xiang Lin
China · #153,489 worldwide 9.3k citations · 153 works
- 2
Jindou Huang
China · #154,774 worldwide 4.9k citations · 84 works
- 3
Bin Dong
China · #311,104 worldwide 5.5k citations · 145 works
- 4
Yangyang He
China · #322,395 worldwide 8.2k citations · 183 works
- 5
Shubiao Zhang
China · #433,578 worldwide 8.8k citations · 152 works
- 6
Yanan Ji
China · #608,681 worldwide 1.4k citations · 43 works
- 7
Keke Li
China · #621,385 worldwide 3.5k citations · 185 works
- 8
Yubo Cui
China · #661,136 worldwide 1.9k citations · 95 works
- 9
Cong Ming Yan
China · #676,022 worldwide 2.1k citations · 113 works
- 10
Huiying Chen
China · #687,867 worldwide 2.4k citations · 71 works
Which keywords describe research at Dalian Minzu University?
By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Neural Networks, Convolutional Neural Networks, Remote Sensing, Feature Extraction, Hyperspectral, Sparse Representation and Computer Vision.
- Solar Cell Efficiency
- Convolutional Networks
- Stability
- Chemical Sensors
- Bioimaging
- Spectral Unmixing
- Representation Learning
- Image Analysis
- Medical Imaging
- Semantic Segmentation
- Image Recognition
- Image Segmentation
- Image Classification
- Nanoparticles
- Support Vector Machines
- Sparse Representation
- Hyperspectral
- Feature Extraction
- Remote Sensing
- Neural Networks
- Deep Learning
- Convolutional Neural Networks
- Machine Learning
- Biomedical Applications
- Nanomaterials
- Computer Vision
- Classification
- Semiconductors
- Image Processing
- Convolutional Neural Network
- Object Detection
- Crystal Growth
- Wavelet Transform
- Change Detection
- Object-Based Analysis
- Hyperspectral Imaging
- Unsupervised Learning
- Solid-State Lighting
- Luminescent Materials
- Visual Attention
Size is fractional works in 2022-now in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 40 words, with their numbers
- Deep Learning227▲ 6.2×71 topics
- Neural Networks86▲ 5.2×34 topics
- Convolutional Neural Networks70▲ 9.0×14 topics
- Remote Sensing65▲ 5.0×29 topics
- Machine Learning63▲ 1.76×57 topics
- Feature Extraction42▲ 8.8×10 topics
- Biomedical Applications42▲ 3.3×31 topics
- Hyperspectral36▲ 40×2 topics
- Nanomaterials36▲ 3.2×16 topics
- Sparse Representation33▲ 16×5 topics
- Computer Vision32▲ 11×4 topics
- Support Vector Machines32▲ 9.4×7 topics
- Classification32▲ 6.6×7 topics
- Nanoparticles30▲ 2.3×26 topics
- Semiconductors27▲ 8.6×4 topics
- Image Classification25▲ 12×2 topics
- Image Processing25▲ 5.4×9 topics
- Image Segmentation25▲ 19×3 topics
- Convolutional Neural Network24▲ 14×3 topics
- Image Recognition24▲ 15×2 topics
- Object Detection24▲ 16×1 topic
- Semantic Segmentation24▲ 16×1 topic
- Crystal Growth24▲ 8.1×8 topics
- Medical Imaging23▲ 4.1×7 topics
- Wavelet Transform22▲ 9.2×5 topics
- Image Analysis22▲ 22×2 topics
- Change Detection22▲ 29×2 topics
- Representation Learning22▲ 13×3 topics
- Object-Based Analysis21▲ 40×1 topic
- Spectral Unmixing21▲ 40×1 topic
- Hyperspectral Imaging21▲ 7.3×6 topics
- Bioimaging20▲ 8.3×6 topics
- Unsupervised Learning19▲ 11×3 topics
- Chemical Sensors18▲ 7.5×3 topics
- Solid-State Lighting17▲ 21×2 topics
- Stability17▲ 7.2×6 topics
- Luminescent Materials17▲ 22×2 topics
- Convolutional Networks17▲ 11×3 topics
- Visual Attention17▲ 29×2 topics
- Solar Cell Efficiency16▲ 15×2 topics
Which research topics does Dalian Minzu University publish most on?
By volume in 2022-now: Advanced Neural Network Applications, Remote-Sensing Image Classification, Luminescence Properties of Advanced Materials and Advanced Image Fusion Techniques.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Advanced Neural Network Applications Computer Vision and Pattern Recognition 24 works
- 2 Remote-Sensing Image Classification Media Technology 21 works
- 3 Luminescence Properties of Advanced Materials Materials Chemistry 16 works
- 4 Advanced Image Fusion Techniques Media Technology 15 works
- 5 Perovskite Materials and Applications Electrical and Electronic Engineering 13 works
- 6 Image Enhancement Techniques Computer Vision and Pattern Recognition 12 works
- 7 Advanced Image and Video Retrieval Techniques Computer Vision and Pattern Recognition 11 works
- 8 Remote Sensing and Land Use Atmospheric Science 11 works
- 9 Advanced Photocatalysis Techniques Renewable Energy, Sustainability and the Environment 11 works
- 10 Visual Attention and Saliency Detection Computer Vision and Pattern Recognition 11 works
How open and international is its research?
Against the world's own shares: the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.
World: 40% of research is openly available.
World: 18% is written across borders.
How has Dalian Minzu University's research output changed?
Output in 2022-2025 was 84% higher than in 2018-2021.
The same series as a ribbon: one cell per year, darker for more. The line above answers how much; this answers when.
Its share of all research
Growing output can still be a shrinking share: all of science grows. This is Dalian Minzu University as a percentage of every work published that year, 0.0045% in 2024.
Fractional works of Dalian Minzu University over all fractional works that year. How the balance of science has shifted.
How much of it reaches the world top 10%
Year by year, against all institutions in the same year.
Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 14.4% in 2025.
Other research institutions in Dalian
- Dalian University of Technology
- Dalian Maritime University
- Dalian University
- Dalian Medical University
- Liaoning Normal University
- Dalian Polytechnic University
- Dalian Jiaotong University
- Dalian Ocean University
Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners have tabs of their own, above.
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