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Institution · Katowice · Poland

Łukasiewicz Research Network - Institute of Innovative Technologies EMAG

In research, Łukasiewicz Research Network - Institute of Innovative Technologies EMAG stands highest in Physical Sciences (#17,511 of 21,541 worldwide), over all time.

ibemag.pl/enROR OpenAlex
World rank, all time
#33,710
of 42,892
Rank in Poland
#335
of 520
Research works
259
▼ 73% vs 2013–17
Citations
1k
3.9 per fractional work
Top-10% rate
22.9%
record average 16.5%
Open access
26%
world 28%

What is Łukasiewicz Research Network - Institute of Innovative Technologies EMAG known for in research?

The fields where it stands highest, over all time, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorks
Physical SciencesDomain #17,511 of 21,541 13.1%202

Each strip is that field’s whole ranked pool, with the notch where Łukasiewicz Research Network - Institute of Innovative Technologies EMAG 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 world mark, because the world rate differs by field (from about 6% to 21% in this record).

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.

Agricultural and Biological Sciences: 0.32× its world share, 0 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.37× its world share, 1 worksBiochemistry, Geneti…Computer Science: 4.97× its world share, 11 worksComputer ScienceEarth and Planetary Sciences: 0.38× its world share, 0 worksEarth and Planetary …Energy: 0.41× its world share, 0 worksEnergyEngineering: 2.34× its world share, 10 worksEngineeringEnvironmental Science: 0.41× its world share, 1 worksEnvironmental ScienceHealth Professions: 0.86× its world share, 1 worksHealth ProfessionsMedicine: 0.16× its world share, 1 worksMedicineArts and Humanities: 0.20× its world share, 0 worksArts and HumanitiesBusiness, Management and Accounting: 0.52× its world share, 0 worksBusiness, Management…Decision Sciences: 1.98× its world share, 1 worksDecision SciencesEconomics, Econometrics and Finance: 1.84× its world share, 1 worksEconomics, Econometr…Psychology: 0.88× its world share, 1 worksPsychologySocial Sciences: 0.30× its world share, 1 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 5.0×. Every wedge is a field page.

Who are the top researchers at Łukasiewicz Research Network - Institute of Innovative Technologies EMAG?

Ranked on the composite score, S. Trenczek and A. Kozłowski lead among researchers whose main affiliation is Łukasiewicz Research Network - Institute of Innovative Technologies EMAG.

  1. 1 S. Trenczek Poland · #379,249 worldwide 28 citations · 30 works
  2. 2 A. Kozłowski Poland · #1,299,250 worldwide 14 citations · 25 works
All ranked researchers at Łukasiewicz Research Network - Institute of Innovative Technologies EMAG

Which keywords describe research at Łukasiewicz Research Network - Institute of Innovative Technologies EMAG?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Machine Learning, Deep Learning, Neural Networks, Classification, Optimization, Energy Efficiency, Environmental Impact and Uncertainty.

▲ more of its work than of the world’s◆ about the world’s share▼ less than the world’s

Size is fractional works in 2022–2025 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 23 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 23 words, with their numbers
  1. Machine Learning5▲ 5.4×19 topics
  2. Deep Learning4▲ 4.2×15 topics
  3. Neural Networks3▲ 7.1×8 topics
  4. Classification2▲ 16×5 topics
  5. Environmental Impact2▲ 4.2×4 topics
  6. Optimization2▲ 15×5 topics
  7. Energy Efficiency2▲ 7.0×6 topics
  8. Data Mining2▲ 7.0×4 topics
  9. Sustainable Development2▲ 3.2×6 topics
  10. Uncertainty2▲ 108×2 topics
  11. Anomaly Detection1▲ 16×2 topics
  12. Deep Neural Networks1▲ 45×3 topics
  13. Feature Selection1▲ 19×3 topics
  14. Globalization1▲ 2.0×3 topics
  15. Labor Market1▲ 13×3 topics
  16. Open Pit Mining1▲ 276×1 topic
  17. Production Scheduling1▲ 276×1 topic
  18. Text Classification1▲ 25×2 topics
  19. Failure Analysis1▲ 36×2 topics
  20. Hyperparameter Optimization1▲ 82×1 topic
  21. Noisy Labels1▲ 111×1 topic
  22. Outlier Detection1▲ 25×1 topic
  23. Unsupervised1▲ 29×1 topic

Which research topics does Łukasiewicz Research Network - Institute of Innovative Technologies EMAG publish most on?

By volume in 2022–2025: Mining Techniques and Economics, Anomaly Detection Techniques and Applications, Machine Learning and Data Classification and Rough Sets and Fuzzy Logic.

Mining Techniques and Ec…1Mining Techniques and Economics: 1 fractional worksAnomaly Detection Techni…1Anomaly Detection Techniques and Applications: 1 fractional worksMachine Learning and Data Classification: 1 fractional worksRough Sets and Fuzzy Logic: 1 fractional worksData Mining Algorithms and Applications: 1 fractional worksEngine and Fuel Emissions: 1 fractional worksSports Analytics and Performance: 1 fractional worksMining and Resource Mana…1Mining and Resource Management: 1 fractional worksMechanical Engineering Research and Applications: 1 fractional worksAuthorship Attribution and Profiling: 1 fractional works
Control and Systems EngineeringArtificial IntelligenceComputational Theory and MathematicsInformation Systems4 others

Area is fractional works; colour is the subfield each topic belongs to.

  1. 1 Mining Techniques and Economics Control and Systems Engineering 1 works
  2. 2 Anomaly Detection Techniques and Applications Artificial Intelligence 1 works
  3. 3 Machine Learning and Data Classification Artificial Intelligence 1 works
  4. 4 Rough Sets and Fuzzy Logic Computational Theory and Mathematics 1 works
  5. 5 Data Mining Algorithms and Applications Information Systems 1 works
  6. 6 Engine and Fuel Emissions Automotive Engineering 1 works
  7. 7 Sports Analytics and Performance Economics and Econometrics 1 works
  8. 8 Mining and Resource Management Building and Construction 1 works
  9. 9 Mechanical Engineering Research and Applications Mechanical Engineering 1 works
  10. 10 Authorship Attribution and Profiling Artificial Intelligence 1 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.

openly available25.5%not open74.5%

World: 28% of research is openly available.

with international co-authors3.7%domestic only96.3%

World: 19% is written across borders.

How has Łukasiewicz Research Network - Institute of Innovative Technologies EMAG's research output changed?

Output in 2018–2022 was 73% lower than in 2013–2017.

2005201020152020
grewheldshrank

The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.

Other research institutions in Katowice

All research institutions in Katowice

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.