Gillian Dobbie
Impact in
- Artificial Intelligence top 1%
- Privacy-Preserving Technologies in Data
- Data Stream Mining Techniques
- Adversarial Robustness in Machine Learning
- Metaheuristic Optimization Algorithms Research
- Health Informatics top 5%
Papers in
- Software 13
- Software Testing and Debugging Techniques 9
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- Semantic Web and Ontologies 24
- Anomaly Detection Techniques and Applications 12
- Data Stream Mining Techniques 12
- Privacy-Preserving Technologies in Data 9
- Co-authors
- Yun Sing KohShafiq AlamPatricia RiddleXuyun ZhangHongsheng HuZoran SalčićLichao SunSaeed Ur Rehman
- Journals
- Swarm and Evolutionary Computation (2 papers)ACM Computing Surveys (2 papers)Journal of Intelligent Information Systems (2 papers)Journal of the Royal Society of New Zealand (2 papers)International Journal of Data Warehousing and Mining (2 papers)
- Partner nations
- New ZealandSingaporeChina
In The Last Decade
Gillian Dobbie
111 papers receiving 1.5k citations
Hit Papers
Peers
Comparison fields: 5 of 116
- Artificial Intelligence 998
- Health Informatics 35
- Information Systems 564
- Signal Processing 225
- Computer Networks and Communications 433
Countries citing papers authored by Gillian Dobbie
This map shows the geographic impact of Gillian Dobbie's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Gillian Dobbie with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gillian Dobbie more than expected).
Fields of papers citing papers by Gillian Dobbie
This network shows the impact of papers produced by Gillian Dobbie. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Gillian Dobbie. The network helps show where Gillian Dobbie may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Gillian Dobbie, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2025 | 0 | |
| 2 | 2024 | 1 | |
| 3 | 2024 | 4 | |
| 4 | 2024 | 1 | |
| 5 | 2024 | 2 | |
| 6 | 2023 | 0 | |
| 7 | 2023 | 2 | |
| 8 | 2022 | 4 | |
| 9 | 2022 | 0 | |
| 10 | 2021 | 3 | |
| 11 | 2020 | 0 | |
| 12 | 2017 | 19 | |
| 13 | 2015 | 33 | |
| 14 | Optimised X-HYBRIDJOIN for near-real-time data warehousing | 2012 | 4 |
| 15 | Indirect weighted association rules mining for academic network collaboration recommendations | 2012 | 2 |
| 16 | Automated usability testing framework | 2008 | 29 |
| 17 | Extended abstract: towards verifying semistructured data | 2007 | 1 |
| 18 | A maturity model for computing education | 2007 | 27 |
| 19 | A PVS Approach to Verifying ORA-SS Data Models. | 2006 | 2 |
| 20 | Representing inheritance and overriding in Datalog | 1993 | 1 |
About Gillian Dobbie
Gillian Dobbie is a scholar working on Software, Artificial Intelligence, Information Systems, Computer Networks and Communications and Signal Processing, having authored 123 papers that have together received 1.6k indexed citations. Recurring topics across this work include Advanced Database Systems and Queries (30 papers), Semantic Web and Ontologies (24 papers), Data Management and Algorithms (14 papers), Anomaly Detection Techniques and Applications (12 papers), Data Stream Mining Techniques (12 papers), Software Engineering Research (9 papers), Software Testing and Debugging Techniques (9 papers) and Privacy-Preserving Technologies in Data (9 papers). The work is most often cited by research in Artificial Intelligence (998 citations), Health Informatics (35 citations), Information Systems (564 citations), Signal Processing (225 citations) and Computer Networks and Communications (433 citations). Gillian Dobbie has collaborated with scholars based in New Zealand, Singapore and China. Frequent co-authors include Yun Sing Koh, Shafiq Alam, Patricia Riddle, Xuyun Zhang, Hongsheng Hu, Zoran Salčić, Lichao Sun, Saeed Ur Rehman, Philip S. Yu and M. Asif Naeem. Their work appears in journals such as Swarm and Evolutionary Computation, ACM Computing Surveys, Journal of Intelligent Information Systems, Journal of the Royal Society of New Zealand and International Journal of Data Warehousing and Mining.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.