01Research activity
Sparsity research by ScholarsColab researchers
What researchers combine with Sparsity
Words that appear most often in these paper titles. Tap one to see those papers.
02Researchers
PhD researchers working on Sparsity
Every researcher below is registered on ScholarsColab and can be hired as a mentor or for a project. Publication counts are their papers on this topic.
Joao GamaUniversity of Porto1 paper on this topic · 77 citations
P M Durai Raj VincentProfessor in VIT University1 paper on this topic · 13 citations
Hemant KumarChandigarh University1 paper on this topic · 3 citations03Papers
Research papers on Sparsity
- Posterior vs parameter sparsity in latent variable models200977 citationsAdvances in neural information processing systemsJoao Gama
- Realizing the resolution enhancement of tube-to-tube plate friction welding microstructure images via hybrid sparsity model for improved weld interface defects diagnosis202013 citationsJournal of Internet TechnologyP M Durai Raj Vincent
- Sparsity based image inpainting using optimisation techniques20154 citationsChirag N Paunwala
- Optimizing brain tumor detection in MRI scans through InceptionResNetV2 and deep stacked Autoencoders with SwiGLU activation and sparsity regularization20253 citationsMethodsXHemant Kumar
- Comparative Study of Sparsity Based Techniques for Image Denoising0 citationsChirag N Paunwala
04Journals
Journals that publish Sparsity research
Where our researchers published their papers on this topic, with each journal’s indexing.
| Journal | Indexing | Impact factor* | Papers |
|---|---|---|---|
| Journal of Internet Technology | SCIEScopusJCR 2024 | 1.66 Q3 | 1 |
| Advances in neural information processing systems | Not listed in our indexing lists | – | 1 |
| MethodsX | ESCIScopusJCR 2024 | 4.36 Q1 | 1 |
*Impact factor and quartile calculated from OpenAlex open data where available; official Journal Impact Factors are published by Clarivate. Indexing from the SCIE, SSCI, AHCI, ESCI, Scopus and JCR 2024 lists. Find the right journal for your own paper →
05Top 2% scientists
World’s Top 2% scientists in Artificial Intelligence & Image Processing
The Stanford/Elsevier World’s Top 2% Scientists list ranks researchers by a composite citation indicator. Artificial Intelligence & Image Processing is the research subfield closest to Sparsity in that list; 10,979 researchers from 94 countries are listed in it.
| Researcher | Institution | Country | World rank |
|---|---|---|---|
| Bengio, Yoshua | Montreal Institute for Learning Algorithms | Canada | 34 |
| Zadeh, Lotfi A. | University of California, Berkeley | United States | 36 |
| Hinton, Geoffrey E. | University of Toronto | Canada | 40 |
| Jain, Anil K. | Michigan State University | United States | 55 |
| Mirjalili, Seyedali | Torrens University Australia | Australia | 86 |
| Xu, Zeshui | Sichuan University | China | 110 |
| Yager, Ronald R. | Iona College | United States | 113 |
| van der Aalst, Wil M.P. | Rheinisch-Westfälische Technische Hochschule Aachen | Germany | 169 |
| Deb, Kalyanmoy | Department of Computer Science | United States | 198 |
| Schmidhuber, Jürgen U. | King Abdullah University of Science and Technology | Saudi Arabia | 230 |
| Girshick, Ross B. | Vercept | India | 297 |
| Yang, Xin She | Middlesex University | United Kingdom | 357 |
Source: Elsevier Data Repository, Ioannidis et al., 2026 edition, citations to the end of 2025 (career-long ranking). ScholarsColab is not affiliated with Stanford University or Elsevier, and the researchers listed are not ScholarsColab mentors unless marked so above.
06Related topics
Topics related to Sparsity
Topics that share the most papers with Sparsity in our researchers’ work:
- Brain Tumor113 papers · 64 researchers
07Questions
Frequently asked questions
What do researchers study in Sparsity?
In papers by ScholarsColab researchers, Sparsity appears most often together with image, model, techniques.
Who works on Sparsity research?
4 PhD researchers on ScholarsColab have published on Sparsity (5 papers), including Chirag N Paunwala, Joao Gama, P M Durai Raj Vincent. Each has a public profile with their Google Scholar publications, and you can hire them as a mentor or for a research project.
Which journals publish Sparsity research?
Our researchers published their Sparsity papers in 3 journals, most often in Journal of Internet Technology, Advances in neural information processing systems, MethodsX. The journal table on this page shows the indexing of each one (SCIE, Scopus, ESCI).
How many research papers on Sparsity are on ScholarsColab?
5 papers published between 2009 and 2025, cited 97 times in total (median 4 citations per paper). The list updates automatically as researchers join and publish.
Can I hire a PhD expert in Sparsity for my thesis or paper?
Yes. Open any researcher profile on this page to see their publications, then post your project or hire them directly. For a paper you have already written, a Manuscript Audit by a reviewer in Sparsity shows what to fix before you submit, and Journal Selection shortlists up to five journals that match it.
Need a PhD expert in Sparsity?
Hire a researcher who has published on this topic to guide your thesis or project, or get your manuscript audited and matched to the right journal before you submit.