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Researcher · Monash University · Australia

Geoffrey I. Webb

Geoffrey I. Webb publishes mostly in Artificial Intelligence, Molecular Biology and Signal Processing, on topics such as Data Mining Algorithms and Applications, Machine Learning and Data Classification and Time Series Analysis and Forecasting.

ORCID 0000-0001-9963-5169 OpenAlex
World rank
#34,048
of 7,710,434 ranked researchers
Rank in Australia
#979
of 140,210
Works
1,310
Citations
31k
Citations per work
24.0
h-index
79
i10-index 271Top 0.1% in Artificial Intelligence
Geoffrey I. Webb

What does Geoffrey I. Webb research?

Geoffrey I. Webb's work is mostly in Computer Science (47%), Biochemistry, Genetics and Molecular Biology (9%), Decision Sciences (4%).

Physical Sciences: 616 works · 47.0% of their workComputer Science: 616 works · 47.0% of their workArtificial Intelligence: 398 works · 30.4% of their workSignal Processing: 81 works · 6.2% of their workInformation Systems: 77 works · 5.9% of their workComputational Theory and Mathematics: 59 works · 4.5% of their workEverything else: 533 works · 40.7% of their workLife Sciences: 115 works · 8.8% of their workBiochemistry, Genetics and Molecular Biology: 115 works · 8.8% of their workMolecular Biology: 115 works · 8.8% of their workSocial Sciences: 46 works · 3.5% of their workDecision Sciences: 46 works · 3.5% of their workManagement Science and Operations Research: 46 works · 3.5% of their workTHEIR WORKGeoffrey I. Webb1,310works
Life Sciences9%Physical Sciences47%Social Sciences4%

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. Computer Science61647.0%
  2. Everything else53340.7%
    1. Biochemistry, Genetics and Molecular Biology1158.8%
    1. Decision Sciences463.5%
  1. 1Artificial Intelligence30% of their works
  2. 2Molecular Biology9% of their works
  3. 3Signal Processing6% of their works
  4. 4Information Systems6% of their works
  5. 5Computational Theory and Mathematics4% of their works
  6. 6Management Science and Operations Research4% of their works

Research topics

Which keywords describe Geoffrey I. Webb's research?

The keywords of their largest research topics: Deep Learning, Machine Learning, Time Series, Neural Networks, Data Mining, Frequent Patterns, Clustering and Dynamic Time Warping.

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. Deep Learning1933 topics
  2. Machine Learning1542 topics
  3. Time Series1302 topics
  4. Neural Networks1132 topics
  5. Data Mining1061 topic
  6. Frequent Patterns1061 topic
  7. Clustering801 topic
  8. Dynamic Time Warping801 topic
  9. Hyperparameter Optimization801 topic
  10. Noisy Labels801 topic
  11. Bayesian Networks741 topic
  12. Causal Inference741 topic
  13. Backpropagation Learning631 topic
  14. Self-Organizing Maps631 topic
  15. Anomaly Detection501 topic
  16. Granular Computing501 topic
  17. Rough Sets501 topic
  18. Unsupervised501 topic
  19. Protein481 topic
  20. Subcellular Localization481 topic

Where does Geoffrey I. Webb work?

Geoffrey I. Webb's main affiliation in the publication record is Monash University, Australia.

How many publications and citations does Geoffrey I. Webb have?

OpenAlex counts 1,310 works and 31,384 citations for Geoffrey I. Webb, an h-index of 79, ranking #34,048 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.

Other researchers named Geoffrey I. Webb

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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