Gillian Dobbie
Gillian Dobbie publishes mostly in Artificial Intelligence, Computer Networks and Communications and Information Systems, on topics such as Advanced Database Systems and Queries, Semantic Web and Ontologies and Data Management and Algorithms.
- World rank
- #731,630 of 1,633,909 ranked researchers
- Rank in New Zealand
- #2,438 of 4,714
- Works
- 84
- Citations
- 186
- Citations per work
- 2.2
What does Gillian Dobbie research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence32% of their works
- 2Computer Networks and Communications16% of their works
- 3Information Systems11% of their works
- 4Signal Processing7% of their works
- 5Management Science and Operations Research3% of their works
- 6Sociology and Political Science2% of their works
Research topics
Which keywords describe Gillian Dobbie's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Continuous Queries, Data Stream Management, Neural Networks, Anomaly Detection, Data Mining and Ontology.
- Intrusion Detection
- Robustness
- Frequent Patterns
- Concept Drift
- Adversarial Examples
- GPS Trajectories
- Ontology
- Anomaly Detection
- Data Stream Management
- Machine Learning
- Deep Learning
- Continuous Queries
- Neural Networks
- Data Mining
- Semantic Web
- Trajectory Data Mining
- Association Rules
- Data Streams
- Outlier Detection
- Unsupervised
- Network Security
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 21 words, with their numbers
- Deep Learning143 topics
- Machine Learning143 topics
- Continuous Queries131 topic
- Data Stream Management131 topic
- Neural Networks102 topics
- Anomaly Detection92 topics
- Data Mining92 topics
- Ontology91 topic
- Semantic Web91 topic
- GPS Trajectories61 topic
- Trajectory Data Mining61 topic
- Adversarial Examples51 topic
- Association Rules51 topic
- Concept Drift51 topic
- Data Streams51 topic
- Frequent Patterns51 topic
- Outlier Detection51 topic
- Robustness51 topic
- Unsupervised51 topic
- Intrusion Detection41 topic
- Network Security41 topic
Where does Gillian Dobbie work?
Gillian Dobbie's main affiliation in the publication record is University of Auckland, New Zealand.
How many publications and citations does Gillian Dobbie have?
Science Explorer counts 84 works and 186 citations for Gillian Dobbie, ranking #731,630 of 1,633,909 researchers worldwide on the composite 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 are in the interactive view on the map. Is this your page? Request a correction or removal.