Colin Campbell
Impact in
- Microbiology top 5%
- Artificial Intelligence top 1%
- Machine Learning and Algorithms
Papers in
-
- Infectious Diseases and Mycology 10
- Co-authors
- Kristin P. BennettYiming YingNello CristianiniAlex SmolaAndrew M. BormanElizabeth M. JohnsonDavid W. WarnockKaizhu Huang
- Journals
- IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control (11 papers)Medical Mycology (10 papers)Proceedings of the IEEE (4 papers)Genes Chromosomes and Cancer (3 papers)Bioinformatics (3 papers)
- Partner nations
- United KingdomCanadaUnited States
In The Last Decade
Colin Campbell
157 papers receiving 5.0k citations
Peers
Comparison fields: 5 of 208
- Microbiology 33
- Artificial Intelligence 1.3k
- Computer Vision and Pattern Recognition 787
- Cell Biology 517
- Small Animals 172
Countries citing papers authored by Colin Campbell
This map shows the geographic impact of Colin Campbell'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 Colin Campbell with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Colin Campbell more than expected).
Fields of papers citing papers by Colin Campbell
This network shows the impact of papers produced by Colin Campbell. 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 Colin Campbell. The network helps show where Colin Campbell may publish in the future.
Co-authors
The 25 scholars most cited alongside Colin Campbell, 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 | 2024 | 3 | |
| 2 | 2018 | 1 | |
| 3 | Using a Random Forest proximity measure for variable importance stratification in genotypic data | 2014 | 1 |
| 4 | Generalization Bounds for Learning the Kernel Problem. | 2009 | 11 |
| 5 | A variational approach to semi-supervised clustering | 2009 | 3 |
| 6 | Analysis of SVM with Indefinite Kernels | 2009 | 35 |
| 7 | Learning Coordinate Gradients with Multi-Task Kernels. | 2008 | 5 |
| 8 | 2008 | 1 | |
| 9 | 2006 | 29 | |
| 10 | 2001 | 1 | |
| 11 | A Linear Programming Approach to Novelty Detection | 2000 | 138 |
| 12 | Algorithmic Approaches to Training Support Vector Machines: A Survey | 2000 | 28 |
| 13 | Query Learning with Large Margin Classifiers | 2000 | 247 |
| 14 | A multiplicative updating algorithm for training support vector machine | 1999 | 6 |
| 15 | Automated identification of tubercle bacilli in sputum. A preliminary investigation. | 1999 | 51 |
| 16 | Multiplicative Updatings for Support Vector Learning | 1998 | 3 |
| 17 | The Kernel-Adatron Algorithm: A Fast and Simple Learning Procedure for Support Vector Machines | 1998 | 164 |
| 18 | Surface Acoustic Wave Devices for Mobil and Wireless Communications | 1998 | 17 |
| 19 | 1998 | 23 | |
| 20 | 1990 | 1 |
About Colin Campbell
Colin Campbell is a scholar working on Microbiology, Small Animals, Biomedical Engineering, Artificial Intelligence and Cell Biology, having authored 164 papers that have together received 5.3k indexed citations. Recurring topics across this work include Acoustic Wave Resonator Technologies (48 papers), Mechanical and Optical Resonators (17 papers), Ferroelectric and Piezoelectric Materials (17 papers), Gene expression and cancer classification (14 papers), Plant Pathogens and Fungal Diseases (14 papers), Face and Expression Recognition (13 papers), Neural Networks and Applications (13 papers) and Infectious Diseases and Mycology (10 papers). The work is most often cited by research in Microbiology (33 citations), Artificial Intelligence (1.3k citations), Computer Vision and Pattern Recognition (787 citations), Cell Biology (517 citations) and Small Animals (172 citations). Colin Campbell has collaborated with scholars based in United Kingdom, Canada and United States. Frequent co-authors include Kristin P. Bennett, Yiming Ying, Nello Cristianini, Alex Smola, Andrew M. Borman, Elizabeth M. Johnson, David W. Warnock, Kaizhu Huang, Simon Rogers and Yi Li. Their work appears in journals such as IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control, Medical Mycology, Proceedings of the IEEE, Genes Chromosomes and Cancer and Bioinformatics.
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.