Joydeep Ghosh
Impact in
- Computational Mathematics top 0.5%
- Artificial Intelligence top 0.05%
- Advanced Clustering Algorithms Research
- Neural Networks and Applications
- Text and Document Classification Technologies
- Machine Learning and Data Classification
- Imbalanced Data Classification Techniques
Papers in
-
- Neural Networks and Applications 69
- Advanced Clustering Algorithms Research 43
- Bayesian Methods and Mixture Models 32
- Machine Learning and Algorithms 21
- Machine Learning and Data Classification 21
-
- Face and Expression Recognition 40
- Co-authors
- Arindam Banerjee (13 shared papers)Melba M. Crawford (20 shared papers)Inderjit S. Dhillon (10 shared papers)Alexander L. Strehl (9 shared papers)Srujana Merugu (7 shared papers)Kagan Tumer (12 shared papers)Michael Steinbach (1 shared paper)Dan Steinberg (1 shared paper)
- Journals
- American Journal of Orthodontics and Dentofacial Orthopedics (9 papers)IEEE Transactions on Geoscience and Remote Sensing (6 papers)Pattern Recognition Letters (3 papers)Biological Cybernetics (3 papers)Machine Learning (3 papers)
- Partner nations
- United StatesBrazilUnited Kingdom
In The Last Decade
Joydeep Ghosh
336 papers receiving 16.5k citations
Joydeep Ghosh's Hit Papers
Peers
Comparison fields: 5 of 220
- Computational Mathematics 256
- Artificial Intelligence 8.6k
- Media Technology 2.1k
- Computer Vision and Pattern Recognition 4.4k
- Signal Processing 2.0k
Countries citing papers authored by Joydeep Ghosh
This map shows the geographic impact of Joydeep Ghosh'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 Joydeep Ghosh with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Joydeep Ghosh more than expected).
Fields of papers citing papers by Joydeep Ghosh
This network shows the impact of papers produced by Joydeep Ghosh. 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 Joydeep Ghosh. The network helps show where Joydeep Ghosh may publish in the future.
Co-authors
The 25 scholars most cited alongside Joydeep Ghosh, 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 351 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Top 10 algorithms in data mining Hit paper breakdown → | 2007 | 4439 |
| 2 | Investigation of the random forest framework for classification of hyperspectral data Hit paper breakdown → | 2005 | 1047 |
| 3 | Clustering with Bregman Divergences Hit paper breakdown → | 2004 | 1029 |
| 4 | Clustering on the Unit Hypersphere using von Mises-Fisher Distributions Hit paper breakdown → | 2005 | 566 |
| 5 | Impact of Similarity Measures on Web-page Clustering Hit paper breakdown → | 2000 | 521 |
| 6 | Discovering important people and objects for egocentric video summarization Hit paper breakdown → | 2012 | 502 |
| 7 | 1996 | 489 | |
| 8 | 1996 | 270 | |
| 9 | 2002 | 250 | |
| 10 | 2008 | 248 | |
| 11 | 2002 | 246 | |
| 12 | 1996 | 240 | |
| 13 | 2001 | 202 | |
| 14 | 2005 | 196 | |
| 15 | 1994 | 191 | |
| 16 | 2014 | 159 | |
| 17 | 2005 | 153 | |
| 18 | 1999 | 153 | |
| 19 | 2004 | 152 | |
| 20 | 2002 | 148 |
About Joydeep Ghosh
Joydeep Ghosh is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Signal Processing, Computer Networks and Communications and Media Technology, having authored 351 papers that have together received 17.5k indexed citations. Recurring topics across this work include Neural Networks and Applications (69 papers), Advanced Clustering Algorithms Research (43 papers), Face and Expression Recognition (40 papers), Bayesian Methods and Mixture Models (32 papers), Remote-Sensing Image Classification (28 papers), Blind Source Separation Techniques (22 papers), Machine Learning and Algorithms (21 papers) and Machine Learning and Data Classification (21 papers). The work is most often cited by research in Computational Mathematics (256 citations), Artificial Intelligence (8.6k citations), Media Technology (2.1k citations), Computer Vision and Pattern Recognition (4.4k citations) and Signal Processing (2.0k citations). Joydeep Ghosh has collaborated with scholars based in United States, Brazil and United Kingdom. Frequent co-authors include Arindam Banerjee, Melba M. Crawford, Inderjit S. Dhillon, Alexander L. Strehl, Srujana Merugu, Kagan Tumer, Michael Steinbach, Dan Steinberg, Vipin Kumar and David J. Hand. Their work appears in journals such as American Journal of Orthodontics and Dentofacial Orthopedics, IEEE Transactions on Geoscience and Remote Sensing, Pattern Recognition Letters, Biological Cybernetics and Machine Learning.
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.