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Researcher · University of Haifa · Israel

Itai Dattner

Itai Dattner publishes mostly in Control and Systems Engineering, Statistics and Probability and Artificial Intelligence, on topics such as Control Systems and Identification, Statistical Methods and Inference and Fault Detection and Control Systems.

ORCID 0000-0001-5316-8964 OpenAlex
World rank
#1,871,886
of 7,710,434 ranked researchers
Rank in Israel
#12,615
of 38,292
Works
56
Citations
904
Citations per work
16.1
h-index
15
i10-index 16Top 21% in Control and Systems Engineering
Itai Dattner

What does Itai Dattner research?

Itai Dattner's work is mostly in Engineering (21%), Mathematics (14%), Computer Science (9%).

Everything else: 26 works · 45.7% of their workPhysical Sciences: 25 works · 44.1% of their workEngineering: 12 works · 21.1% of their workControl and Systems Engineering: 12 works · 21.1% of their workMathematics: 8 works · 14.2% of their workStatistics and Probability: 5 works · 8.8% of their workModeling and Simulation: 3 works · 5.4% of their workComputer Science: 5 works · 8.8% of their workArtificial Intelligence: 5 works · 8.8% of their workLife Sciences: 3 works · 5.4% of their workBiochemistry, Genetics and Molecular Biology: 3 works · 5.4% of their workMolecular Biology: 3 works · 5.4% of their workSocial Sciences: 3 works · 4.8% of their workPsychology: 3 works · 4.8% of their workExperimental and Cognitive Psychology: 3 works · 4.8% of their workTHEIR WORKItai Dattner56works
Life Sciences5%Physical Sciences44%Social Sciences5%

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. Everything else2645.7%
    1. Engineering1221.1%
    2. Mathematics814.2%
    3. Computer Science58.8%
    1. Biochemistry, Genetics and Molecular Biology35.4%
    1. Psychology34.8%
  1. 1Control and Systems Engineering21% of their works
  2. 2Statistics and Probability9% of their works
  3. 3Artificial Intelligence9% of their works
  4. 4Modeling and Simulation5% of their works
  5. 5Molecular Biology5% of their works
  6. 6Experimental and Cognitive Psychology5% of their works

Research topics

Which keywords describe Itai Dattner's research?

The keywords of their largest research topics: Model Selection, Parameter Estimation, System Identification, Machine Learning, Regularization, Variable Selection, COVID-19 and Fault Detection.

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 18 words, with their numbers
  1. Model Selection252 topics
  2. Parameter Estimation151 topic
  3. System Identification151 topic
  4. Machine Learning132 topics
  5. Regularization101 topic
  6. Variable Selection101 topic
  7. COVID-1981 topic
  8. Fault Detection81 topic
  9. Modeling81 topic
  10. Process Monitoring81 topic
  11. Gaussian Processes51 topic
  12. Gene Regulatory Networks51 topic
  13. Network Analysis51 topic
  14. Psychopathology51 topic
  15. Stochastic Gene Expression51 topic
  16. Variational Inference51 topic
  17. Model Predictive Control41 topic
  18. Optimization41 topic

Where does Itai Dattner work?

Itai Dattner's main affiliation in the publication record is University of Haifa, Israel.

How many publications and citations does Itai Dattner have?

OpenAlex counts 56 works and 904 citations for Itai Dattner, an h-index of 15, ranking #1,871,886 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.

Discussion

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