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Researcher · Huazhong University of Science and Technology · China

Guokai Liu

Guokai Liu publishes mostly in Control and Systems Engineering, Artificial Intelligence and Mechanical Engineering, on topics such as Machine Fault Diagnosis Techniques, Machine Learning and ELM and Fault Detection and Control Systems.

ORCID 0000-0002-6746-7137 OpenAlex
World rank
#1,665,654
of 7,710,434 ranked researchers
Rank in China
#251,672
of 978,568
Works
22
Citations
671
Citations per work
30.5
h-index
12
i10-index 12Top 31% in Control and Systems Engineering
Guokai Liu

What does Guokai Liu research?

Guokai Liu's work is mostly in Engineering (43%), Computer Science (23%).

Physical Sciences: 15 works · 66.1% of their workEngineering: 9 works · 43.0% of their workControl and Systems Engineering: 4 works · 20.0% of their workBiomedical Engineering: 2 works · 9.2% of their workMechanical Engineering: 2 works · 9.2% of their workMechanics of Materials: 1 works · 4.6% of their workComputer Science: 5 works · 23.1% of their workArtificial Intelligence: 4 works · 16.9% of their workSignal Processing: 1 works · 6.2% of their workEverything else: 7 works · 33.9% of their workTHEIR WORKGuokai Liu22works
Physical Sciences66%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Engineering943.0%
    2. Computer Science523.1%
  2. Everything else733.9%
  1. 1Control and Systems Engineering20% of their works
  2. 2Artificial Intelligence17% of their works
  3. 3Mechanical Engineering9% of their works
  4. 4Biomedical Engineering9% of their works
  5. 5Signal Processing6% of their works
  6. 6Mechanics of Materials5% of their works

Research topics

Which keywords describe Guokai Liu's research?

The keywords of their largest research topics: Neural Networks, Deep Learning, Machine Learning, Empirical Mode Decomposition, Fault Diagnosis, Classification, Central Sensitization and Extreme Learning Machine.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.

All 20 words, with their numbers
  1. Neural Networks133 topics
  2. Deep Learning123 topics
  3. Machine Learning112 topics
  4. Empirical Mode Decomposition81 topic
  5. Fault Diagnosis81 topic
  6. Classification52 topics
  7. Central Sensitization31 topic
  8. Extreme Learning Machine31 topic
  9. Fault Detection31 topic
  10. Feedforward Networks31 topic
  11. Neuropathic Pain31 topic
  12. Process Monitoring31 topic
  13. Anomaly Detection21 topic
  14. Audio Signal Classification21 topic
  15. Domain Adaptation21 topic
  16. Imbalanced Data21 topic
  17. Music Information Retrieval21 topic
  18. SMOTE21 topic
  19. Transfer Learning21 topic
  20. Unsupervised21 topic

Where does Guokai Liu work?

Guokai Liu's main affiliation in the publication record is Huazhong University of Science and Technology, China.

How many publications and citations does Guokai Liu have?

OpenAlex counts 22 works and 671 citations for Guokai Liu, an h-index of 12, ranking #1,665,654 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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