Joydeep Ghosh
- Computational Mathematics top 0.5%
- Media Technology top 0.1%
- Remote-Sensing Image Classification 24
- Artificial Intelligence top 0.05%
- Neural Networks and Applications 57
- Advanced Clustering Algorithms Research 39
- Bayesian Methods and Mixture Models 29
- Machine Learning and Data Classification 19
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- Face and Expression Recognition 33
- Signal Processing top 0.2%
- Blind Source Separation Techniques 18
- Data Management and Algorithms 17
- Co-authors
- Melba M. CrawfordArindam BanerjeeInderjit S. DhillonSrujana MeruguAlexander L. StrehlDan SteinbergQiang YangMichael Steinbach
- Journals
- American Journal of Orthodontics and Dentofacial Orthopedics (9 papers)IEEE Transactions on Geoscience and Remote Sensing (6 papers)Machine Learning (3 papers)
- Partner nations
- United StatesBrazilIndia
In The Last Decade
Joydeep Ghosh
292 papers receiving 14.0k citations
Hit Papers
Peers
Comparison fields: 5 of 220
- Computational Mathematics 231
- Media Technology 1.9k
- Artificial Intelligence 6.9k
- Computer Vision and Pattern Recognition 3.7k
- Signal Processing 1.6k
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-authorship network
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
| # | Work | ||
|---|---|---|---|
| 1 | 2022 | 13 | |
| 2 | On Single Source Robustness in Deep Fusion Models | 2019 | 2 |
| 3 | Information Projection and Approximate Inference for Structured Sparse Variables | 2017 | 0 |
| 4 | Nonparametric Bayesian Factor Analysis for Dynamic Count Matrices | 2015 | 9 |
| 5 | Generalized Linear Models for Aggregated Data | 2015 | 6 |
| 6 | Sparse Submodular Probabilistic PCA | 2015 | 8 |
| 7 | MEMR: a margin equipped monotone retargeting framework for ranking | 2014 | 2 |
| 8 | LAMORE: A stable, scalable approach to latent vector autoregressive modeling of categorical time series | 2014 | 3 |
| 9 | On Prior Distributions and Approximate Inference for Structured Variables | 2014 | 2 |
| 10 | DYNACARE: Dynamic Cardiac Arrest Risk Estimation | 2013 | 2 |
| 11 | Bayesian structure learning for functional neuroimaging | 2013 | 4 |
| 12 | An imputation-enhanced algorithm for ICU mortality prediction | 2012 | 10 |
| 13 | 2008 | 11 | |
| 14 | A framework for analyzing skew in evaluation metrics | 2007 | 2 |
| 15 | Generative Oversampling for Mining Imbalanced Datasets. | 2007 | 75 |
| 16 | Proceedings of the sixth SIAM International Conference on Data Mining | 2006 | 32 |
| 17 | A maximum likelihood framework for integrating taxonomies | 2005 | 5 |
| 18 | Clustering on the Unit Hypersphere using von Mises-Fisher Distributionsbreakdown → | 2005 | 505 |
| 19 | 2002 | 216 | |
| 20 | Spectroscopic Detection of Cervical Pre-Cancer through Radial Basis Function Networks | 1996 | 5 |
About Joydeep Ghosh
Joydeep Ghosh is a scholar working on Computational Mathematics, Artificial Intelligence, Signal Processing, Computer Vision and Pattern Recognition and Media Technology, having authored 308 papers that have together received 14.9k indexed citations. Recurring topics across this work include Neural Networks and Applications (57 papers), Advanced Clustering Algorithms Research (39 papers), Face and Expression Recognition (33 papers), Bayesian Methods and Mixture Models (29 papers), Remote-Sensing Image Classification (24 papers), Machine Learning and Data Classification (19 papers), Blind Source Separation Techniques (18 papers) and Data Management and Algorithms (17 papers). The work is most often cited by research in Computational Mathematics (231 citations), Media Technology (1.9k citations), Artificial Intelligence (6.9k citations), Computer Vision and Pattern Recognition (3.7k citations) and Signal Processing (1.6k citations). Joydeep Ghosh has collaborated with scholars based in United States, Brazil and India. Frequent co-authors include Melba M. Crawford, Arindam Banerjee, Inderjit S. Dhillon, Srujana Merugu, Alexander L. Strehl, Dan Steinberg, Qiang Yang, Michael Steinbach, Bing Liu and Philip S. Yu. Their work appears in journals such as American Journal of Orthodontics and Dentofacial Orthopedics, IEEE Transactions on Geoscience and Remote Sensing, Machine Learning, Biological Cybernetics and ACM Transactions on Knowledge Discovery from Data.
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.