Derek C. Rose
Impact in
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- Advanced Neural Network Applications
- Artificial Intelligence top 2%
- Neural Networks and Applications
- Anomaly Detection Techniques and Applications
- Machine Learning and Data Classification
- AI in cancer detection
- Metaheuristic Optimization Algorithms Research
Papers in
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- Advanced Neural Network Applications 5
- Generative Adversarial Networks and Image Synthesis 3
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- Neural Networks and Applications 5
- AI in cancer detection 4
- Machine Learning and Data Classification 3
- Co-authors
- Thomas P. Karnowski (9 shared papers)Itamar Arel (7 shared papers)Steven R. Young (10 shared papers)Robert M. Patton (6 shared papers)Seung–Hwan Lim (2 shared papers)Vincent Paquit (4 shared papers)Thomas E. Potok (6 shared papers)Gayathri Mahalingam (1 shared paper)
- Journals
- Science (1 paper)IEEE Computational Intelligence Magazine (1 paper)SAE technical papers on CD-ROM/SAE technical paper series (1 paper)Nature Communications (1 paper)Pattern Recognition Letters (1 paper)
- Partner nations
- United StatesGermanySouth Africa
In The Last Decade
Derek C. Rose
33 papers receiving 1.8k citations
Derek C. Rose's Hit Papers
Peers
Comparison fields: 5 of 157
- Computer Vision and Pattern Recognition 523
- Artificial Intelligence 789
- Media Technology 132
- Signal Processing 163
- Health Informatics 20
Countries citing papers authored by Derek C. Rose
This map shows the geographic impact of Derek C. Rose'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 Derek C. Rose with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Derek C. Rose more than expected).
Fields of papers citing papers by Derek C. Rose
This network shows the impact of papers produced by Derek C. Rose. 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 Derek C. Rose. The network helps show where Derek C. Rose may publish in the future.
Co-authors
The 25 scholars most cited alongside Derek C. Rose, 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 33 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Deep Machine Learning - A New Frontier in Artificial Intelligence Research [Research Frontier] Hit paper breakdown → | 2010 | 919 |
| 2 | Optimizing deep learning hyper-parameters through an evolutionary algorithm Hit paper breakdown → | 2015 | 325 |
| 3 | Deep Machine Learning—A New Frontier in Artificial Intelligence Research | 2010 | 248 |
| 4 | DeSTIN: A Scalable Deep Learning Architecture with Application to High-Dimensional Robust Pattern Recognition | 2009 | 53 |
| 5 | 2010 | 46 | |
| 6 | 2020 | 38 | |
| 7 | 2017 | 37 | |
| 8 | 2017 | 35 | |
| 9 | 2017 | 33 | |
| 10 | 2018 | 23 | |
| 11 | 2021 | 16 | |
| 12 | 2010 | 14 | |
| 13 | 2020 | 13 | |
| 14 | 2010 | 13 | |
| 15 | 2007 | 12 | |
| 16 | Improving schools : establishing and integrating whole school behaviour policies | 1994 | 11 |
| 17 | 2019 | 9 | |
| 18 | 2004 | 8 | |
| 19 | 2006 | 7 | |
| 20 | 2010 | 5 |
About Derek C. Rose
Derek C. Rose is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Biophysics, Signal Processing and Media Technology, having authored 33 papers that have together received 1.9k indexed citations. Recurring topics across this work include Advanced Neural Network Applications (5 papers), Cell Image Analysis Techniques (5 papers), Neural Networks and Applications (5 papers), AI in cancer detection (4 papers), Generative Adversarial Networks and Image Synthesis (3 papers), Machine Learning and Data Classification (3 papers), Neural dynamics and brain function (3 papers) and Advanced Memory and Neural Computing (3 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (523 citations), Artificial Intelligence (789 citations), Media Technology (132 citations), Signal Processing (163 citations) and Health Informatics (20 citations). Derek C. Rose has collaborated with scholars based in United States, Germany and South Africa. Frequent co-authors include Thomas P. Karnowski, Itamar Arel, Steven R. Young, Robert M. Patton, Seung–Hwan Lim, Vincent Paquit, Thomas E. Potok, Gayathri Mahalingam, Karl Ricanek and Travis Johnston. Their work appears in journals such as Science, IEEE Computational Intelligence Magazine, SAE technical papers on CD-ROM/SAE technical paper series, Nature Communications and Pattern Recognition Letters.
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.