Advanced Decision-Making Techniques
Advanced Decision-Making Techniques is a research topic within Information Systems. Science Explorer counts 35k research works in it since 1951. 3.8% of them reached the world's top 10% most cited for their field and year.
This cluster of papers focuses on the application of spatial data mining techniques, cloud models, and advanced technologies such as process neural networks, fuzzy neural networks, virtual reality simulation, and 3D laser scanning in various domains. It also encompasses research on information security risk assessment, network security evaluation, and GIS data mining using quantitative and qualitative research methods.
- Spatial Data Mining
- Cloud Model
- Information Security Risk Assessment
- Process Neural Networks
- Fuzzy Neural Network
- Virtual Reality Simulation
- Network Security Evaluation
- 3D Laser Scanning
- GIS Data Mining
- Quantitative and Qualitative Research
- Research works
- 35k fractional, since 1951
- In the world top 10%
- 1.3k per year above
- Top-10% rate
- 3.8% share of its works in the world top 10%
- Growth, 2013–17 → 2018–22
- -66% the tick is no change
Which countries lead Advanced Decision-Making Techniques research?
By volume, China and India publish the most (2.2k and 73 works in 2022–2025).
By volume, 2022–2025
- 1 China 2.2k works
- 2 India 73 works
- 3 United States 72 works
- 4 ?? 51 works
- 5 Japan 30 works
- 6 Indonesia 26 works
- 7 United Kingdom 25 works
- 8 South Korea 19 works
- 9 Russia 17 works
- 10 Taiwan 14 works
How concentrated that is
The same countries as shares of everything the list above accounts for. A node where two countries do two thirds of the work and one spread evenly across twelve read alike as a ranking and not at all alike here.
Shares of the rows listed above, not of the whole node.
Which institutions lead Advanced Decision-Making Techniques research?
By volume in 2022–2025, State Grid Corporation of China (China) publishes the most Advanced Decision-Making Techniques research, followed by China Southern Power Grid (China) and Shanghai Electric (China).
By volume, 2022–2025
- 1 State Grid Corporation of China (China)China 62 works
- 2 China Southern Power Grid (China)China 51 works
- 3 Shanghai Electric (China)China 43 works
- 4 North China Electric Power UniversityChina 39 works
- 5 Nanjing University of Aeronautics and AstronauticsChina 31 works
- 6 National University of Defense TechnologyChina 26 works
- 7 Northwestern Polytechnical UniversityChina 25 works
- 8 Beihang UniversityChina 19 works
- 9 Southwest Jiaotong UniversityChina 17 works
- 10 NARI Group (China)China 17 works
Who are the leading researchers in Advanced Decision-Making Techniques?
The most-cited researchers publishing on Advanced Decision-Making Techniques include Wei Liu, Zeshui Xu and Yan Zhang.
Ranked by citations received across their whole record, among researchers with at least three works on this topic.
Where is Advanced Decision-Making Techniques research done?
The largest centres of Advanced Decision-Making Techniques research in 2022–2025 are Beijing (China), Shanghai (China), Xi'an (China) and Nanjing (China).
Where is the best place to study Advanced Decision-Making Techniques?
Among universities, judged by research, Northwestern Polytechnical University, Shandong University of Science and Technology and Nanjing University of Aeronautics and Astronautics score highest, combining excellence, specialisation, size, growth and international reach. Research strength is one signal when choosing where to study; it does not measure teaching.
One dot per university in the table below. The upper left is the interesting corner: small places doing unusually strong work.
| # | University | Score | Top 10% | Specialisation | Works | Growth |
|---|---|---|---|---|---|---|
| 1 | Northwestern Polytechnical UniversityChina | 58.4 | 22.5% | 8.3× | 25 | -87.2% |
| 2 | Shandong University of Science and TechnologyChina | 56.2 | 23.1% | 11.1× | 14 | -73.8% |
| 3 | Nanjing University of Aeronautics and AstronauticsChina | 55.3 | 13.4% | 13.0× | 31 | -75.9% |
| 4 | Southwest Jiaotong UniversityChina | 53.3 | 22.8% | 8.2× | 17 | -85.4% |
| 5 | North China Electric Power UniversityChina | 50.6 | 7.6% | 21.9× | 38 | -74.9% |
| 6 | Beijing Jiaotong UniversityChina | 50.2 | 14.4% | 10.0× | 16 | -72.7% |
| 7 | Civil Aviation University of ChinaChina | 47.1 | 17.4% | 33.9× | 13 | -76.2% |
| 8 | Henan Polytechnic UniversityChina | 46.3 | 19.5% | 11.2× | 8 | -91.2% |
| 9 | National University of Defense TechnologyChina | 45.9 | 9.5% | 12.5× | 26 | -66.7% |
| 10 | Naval University of EngineeringChina | 44.9 | 16.7% | 31.3× | 12 | -82.5% |
Universities only. Score blends excellence (30%), specialisation (25%), size (20%), growth (15%) and international reach (10%), 2015–2022; growth compares 2010–14 with 2015–19.
Is Advanced Decision-Making Techniques research growing?
Output in 2018–2022 was 66% lower than in 2013–2017, peaking in 2010.
The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.
Which topics inside it are moving
Growth and decline on one axis around a shared zero. Two lists side by side hide the thing that matters: whether the growth dwarfs the decline, or the other way round.