Advanced Data Processing Techniques
Advanced Data Processing Techniques is a research topic within Control and Systems Engineering. Science Explorer counts 24k research works in it since 1950. 7.9% of them reached the world's top 10% most cited for their field and year.
This cluster of papers focuses on the modeling and control of multidimensional systems, with an emphasis on redundant transmission, fuzzy controller adaptation, fault tolerance, real-time systems, and energy efficiency in various domains such as cyber-physical systems, network traffic analysis, and industrial automation.
- Redundant Transmission
- Fuzzy Controller
- Real-Time Systems
- Cluster Architecture
- Fault Tolerance
- Simulation Modeling
- Network Traffic Analysis
- Cyber-Physical Systems
- Energy Efficiency
- Industrial Automation
- Research works
- 24k fractional, since 1950
- In the world top 10%
- 1.9k per year above
- Top-10% rate
- 7.9% share of its works in the world top 10%
- Growth, 2013–17 → 2018–22
- +100% the tick is no change
Which countries lead Advanced Data Processing Techniques research?
By volume, Russia and China publish the most (1.6k and 895 works in 2022–2025).
By volume, 2022–2025
- 1 Russia 1.6k works
- 2 China 895 works
- 3 Ukraine 624 works
- 4 United States 510 works
- 5 India 317 works
- 6 Uzbekistan 129 works
- 7 Kazakhstan 111 works
- 8 Germany 103 works
- 9 Indonesia 92 works
- 10 United Kingdom 75 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 Data Processing Techniques research?
By volume in 2022–2025, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” publishes the most Advanced Data Processing Techniques research, followed by V. A. Trapeznikov Institute of Control Sciences and Russian Academy of Sciences.
By volume, 2022–2025
- 1 National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” Ukraine 73 works
- 2 V. A. Trapeznikov Institute of Control Sciences Russia 46 works
- 3 Russian Academy of Sciences Russia 45 works
- 4 National Technical University "Kharkiv Polytechnic Institute" Ukraine 41 works
- 5 MIREA - Russian Technological University Russia 40 works
- 6 Lviv Polytechnic National University Ukraine 40 works
- 7 Saint Petersburg State Electrotechnical University Russia 38 works
- 8 Bauman Moscow State Technical University Russia 36 works
- 9 Peter the Great St. Petersburg Polytechnic University Russia 32 works
- 10 Moscow Power Engineering Institute Russia 29 works
Who are the leading researchers in Advanced Data Processing Techniques?
The most-cited researchers publishing on Advanced Data Processing Techniques include Witold Pedrycz and Ronald R. Yager.
- 1 Witold Pedrycz 5.4k citations
- 2 Ronald R. Yager 4.2k citations
Ranked by citations received across their whole record, among researchers with at least three works on this topic.
Where is Advanced Data Processing Techniques research done?
The largest centres of Advanced Data Processing Techniques research in 2022–2025 are Moscow (Russia), Saint Petersburg (Russia), Kyiv (Ukraine) and Beijing (China). Among places with at least 20 works in it, it is an unusually large share of all research in Ulyanovsk.
Largest cities, 2022–2025
Where it is the local speciality
- UlyanovskRU · 20.6 works62×
Location quotient: how much more of its research is in Advanced Data Processing Techniques than the world average.
Where is the best place to study Advanced Data Processing Techniques?
Among universities, judged by research, Moscow Technical University of Communication and Informatics, Bauman Moscow State Technical University and Azerbaijan State Oil and Industry University 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 | Moscow Technical University of Communication and Informatics Russia | 67.8 | 21.0% | 106.9× | 26 | +715.3% |
| 2 | Bauman Moscow State Technical University Russia | 63.5 | 10.5% | 35.3× | 36 | +387.6% |
| 3 | Azerbaijan State Oil and Industry University Azerbaijan | 63.0 | 11.6% | 67.8× | 27 | +231.6% |
| 4 | National Technical University "Kharkiv Polytechnic Institute" Ukraine | 60.7 | 3.1% | 70.4× | 41 | +270.8% |
| 5 | ITMO University Russia | 59.4 | 4.5% | 28.3× | 27 | +849.4% |
| 6 | Peter the Great St. Petersburg Polytechnic University Russia | 58.9 | 3.0% | 27.2× | 32 | +651.8% |
| 7 | National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” Ukraine | 58.8 | 4.0% | 56.3× | 73 | +83.6% |
| 8 | L. N. Gumilyov Eurasian National University Kazakhstan | 58.6 | 9.9% | 15.2× | 13 | +316.0% |
| 9 | Lviv Polytechnic National University Ukraine | 58.1 | 5.6% | 27.0× | 40 | +128.3% |
| 10 | Tashkent University of Information Technology Uzbekistan | 57.5 | 4.4% | 81.8× | 27 | +238.9% |
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 Data Processing Techniques research growing?
Output in 2018–2022 was 100% higher than in 2013–2017, peaking in 2024. The fastest-growing topics are Advanced Data Processing Techniques.
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.