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Researcher · Rutgers, The State University of New Jersey · United States

J. Douglas Carroll

J. Douglas Carroll publishes mostly in Artificial Intelligence, Signal Processing and Statistics and Probability, on topics such as Sensory Analysis and Statistical Methods, Tensor decomposition and applications and Data Management and Algorithms.

ORCID 0000-0002-2817-0285 OpenAlex
World rank
#202,839
of 7,710,434 ranked researchers
Rank in United States
#75,278
of 1,627,098
Works
183
Citations
13k
Citations per work
71.7
h-index
45
i10-index 88Top 1.4% in Artificial Intelligence
J. Douglas Carroll

What does J. Douglas Carroll research?

J. Douglas Carroll's work is mostly in Computer Science (18%), Mathematics (14%), Agricultural and Biological Sciences (7%).

Everything else: 103 works · 56.2% of their workPhysical Sciences: 58 works · 31.8% of their workComputer Science: 33 works · 17.8% of their workArtificial Intelligence: 16 works · 8.9% of their workSignal Processing: 16 works · 8.9% of their workMathematics: 26 works · 14.0% of their workStatistics and Probability: 15 works · 8.0% of their workComputational Mathematics: 11 works · 6.0% of their workLife Sciences: 12 works · 6.7% of their workAgricultural and Biological Sciences: 12 works · 6.7% of their workFood Science: 12 works · 6.7% of their workSocial Sciences: 10 works · 5.3% of their workEconomics, Econometrics and Finance: 10 works · 5.3% of their workEconomics and Econometrics: 10 works · 5.3% of their workTHEIR WORKJ. DouglasCarroll183works
Life Sciences7%Physical Sciences32%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 else10356.2%
    1. Computer Science3317.8%
    2. Mathematics2614.0%
    1. Agricultural and Biological Sciences126.7%
    1. Economics, Econometrics and Finance105.3%
  1. 1Artificial Intelligence9% of their works
  2. 2Signal Processing9% of their works
  3. 3Statistics and Probability8% of their works
  4. 4Food Science7% of their works
  5. 5Computational Mathematics6% of their works
  6. 6Economics and Econometrics5% of their works

Research topics

Which keywords describe J. Douglas Carroll's research?

The keywords of their largest research topics: Clustering Algorithms, Consumer Perception, Sensory Analysis, Multilinear Algebra, Tensor Decomposition, GPS Trajectories, Trajectory Data Mining and Conjoint Analysis.

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 17 words, with their numbers
  1. Clustering Algorithms342 topics
  2. Consumer Perception281 topic
  3. Sensory Analysis281 topic
  4. Multilinear Algebra251 topic
  5. Tensor Decomposition251 topic
  6. GPS Trajectories181 topic
  7. Trajectory Data Mining181 topic
  8. Conjoint Analysis171 topic
  9. Discrete Choice Models171 topic
  10. Cluster Validation161 topic
  11. K-means161 topic
  12. Marketing Strategies161 topic
  13. Retail Economics161 topic
  14. Blind Separation151 topic
  15. Independent Component Analysis151 topic
  16. Multicollinearity151 topic
  17. Regression Analysis151 topic

Where does J. Douglas Carroll work?

J. Douglas Carroll's main affiliation in the publication record is Rutgers, The State University of New Jersey, United States.

How many publications and citations does J. Douglas Carroll have?

OpenAlex counts 183 works and 13,116 citations for J. Douglas Carroll, an h-index of 45, ranking #202,839 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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