Ian Davidson
Impact in
- Computational Mathematics top 1%
- Signal Processing top 0.5%
- Data Management and Algorithms
Papers in
-
- Advanced Clustering Algorithms Research 35
- Machine Learning and Algorithms 20
-
- Photonic Crystal and Fiber Optics 60
- Advanced Fiber Optic Sensors 35
- Optical Network Technologies 33
- Co-authors
- S. S. Ravi (15 shared papers)Xingquan Zhu (2 shared papers)Sugato Basu (8 shared papers)Kiri L. Wagstaff (4 shared papers)Buyue Qian (21 shared papers)Xiang Wang (2 shared papers)Jieping Ye (12 shared papers)Francesco Poletti (58 shared papers)
- Journals
- Optics Express (10 papers)Data Mining and Knowledge Discovery (7 papers)Journal of Lightwave Technology (3 papers)Journal of Crystal Growth (2 papers)Nature Communications (2 papers)
- Partner nations
- United StatesUnited KingdomNetherlands
In The Last Decade
Ian Davidson
212 papers receiving 4.8k citations
Ian Davidson's Hit Papers
Peers
Comparison fields: 5 of 180
- Computational Mathematics 114
- Signal Processing 899
- Artificial Intelligence 2.6k
- Computer Vision and Pattern Recognition 1.2k
- Statistical and Nonlinear Physics 391
Countries citing papers authored by Ian Davidson
This map shows the geographic impact of Ian Davidson'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 Ian Davidson with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ian Davidson more than expected).
Fields of papers citing papers by Ian Davidson
This network shows the impact of papers produced by Ian Davidson. 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 Ian Davidson. The network helps show where Ian Davidson may publish in the future.
Co-authors
The 25 scholars most cited alongside Ian Davidson, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 235 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Knowledge Discovery and Data Mining Hit paper breakdown → | 2007 | 366 |
| 2 | 2008 | 332 | |
| 3 | 2005 | 212 | |
| 4 | 2005 | 192 | |
| 5 | 2020 | 156 | |
| 6 | 2012 | 148 | |
| 7 | 2010 | 148 | |
| 8 | 2006 | 144 | |
| 9 | 2012 | 118 | |
| 10 | 2022 | 100 | |
| 11 | 2020 | 97 | |
| 12 | Visual Data Mining : Techniques and Tools for Data Visualization and Mining | 2002 | 84 |
| 13 | 2016 | 82 | |
| 14 | Knowledge Discovery and Data Mining: Challenges and Realities | 2007 | 78 |
| 15 | 2019 | 76 | |
| 16 | 2021 | 71 | |
| 17 | 2009 | 71 | |
| 18 | 2013 | 65 | |
| 19 | 2008 | 63 | |
| 20 | 2008 | 61 |
About Ian Davidson
Ian Davidson is a scholar working on Artificial Intelligence, Electrical and Electronic Engineering, Signal Processing, Atomic and Molecular Physics, and Optics and Computer Vision and Pattern Recognition, having authored 235 papers that have together received 5.1k indexed citations. Recurring topics across this work include Photonic Crystal and Fiber Optics (60 papers), Data Management and Algorithms (36 papers), Advanced Fiber Optic Sensors (35 papers), Advanced Clustering Algorithms Research (35 papers), Optical Network Technologies (33 papers), Advanced Fiber Laser Technologies (31 papers), Data Mining Algorithms and Applications (21 papers) and Machine Learning and Algorithms (20 papers). The work is most often cited by research in Computational Mathematics (114 citations), Signal Processing (899 citations), Artificial Intelligence (2.6k citations), Computer Vision and Pattern Recognition (1.2k citations) and Statistical and Nonlinear Physics (391 citations). Ian Davidson has collaborated with scholars based in United States, United Kingdom and Netherlands. Frequent co-authors include S. S. Ravi, Xingquan Zhu, Sugato Basu, Kiri L. Wagstaff, Buyue Qian, Xiang Wang, Jieping Ye, Francesco Poletti, Xiang Wang and Gregory T. Jasion. Their work appears in journals such as Optics Express, Data Mining and Knowledge Discovery, Journal of Lightwave Technology, Journal of Crystal Growth and Nature Communications.
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.