01Research activity
Rough Set research by ScholarsColab researchers
What researchers combine with Rough Set
Words that appear most often in these paper titles. Tap one to see those papers.
02Researchers
PhD researchers working on Rough Set
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.
Dr. Sasanko Sekhar GantayatSR University Warangal Telangana India9 papers on this topic · 36 citationsSSiddhartha BhattacharyyaVSB Technical University of Ostrava, Czech Republic1 paper on this topic · 173 citationsTop 2% scientist · Artificial Intelligence & Image Processing
Dr. Lowlesh Nandkishor YadavAssociate Professor, Dean R&D , Suryodaya College of Engineering and Technology, Nagpur,…1 paper on this topic · 35 citations
S KUMAR REDDY MALLIDISri Vasavi Engineering College1 paper on this topic · 22 citations
Dr. Jagannath NalavdeMIT School of Computing Pune1 paper on this topic · 12 citationsCChamali HewawasamSenior Lecturer1 paper on this topic · 0 citations
Mana DonganontUniversity of Phayao, Thailand1 paper on this topic · 0 citations
Dr. Sasanko Sekhar GantayatSR University Warangal Telangana IndiaLists Rough Set as a research area03Papers
Research papers on Rough Set
- A group incremental feature selection for classification using rough set theory based genetic algorithm2018173 citationsApplied Soft ComputingSiddhartha Bhattacharyya
- Rough set based effective technique of image watermarking201735 citationsJournal of Computational ScienceDr. Lowlesh Nandkishor Yadav
- Feature reduction and optimization of malware detection system using ant colony optimization and rough sets202022 citationsInternational Journal of Information Security and PrivacyS KUMAR REDDY MALLIDI
- HRNeuro-fuzzy: Adapting neuro-fuzzy classifier for recurring concept drift of evolving data streams using rough set theory and holoentropy201812 citationsJournal of King Saud University - Computer and Information SciencesDr. Jagannath Nalavde
- Rough Set Rule Based Technique For Retrieval Of Missing Data In Malaria Disease Diagnosis201512 citationsDr. Sasanko Sekhar Gantayat
- Properties of rough sets on fuzzy approximation spaces and knowledge representation200610 citationsDr. Sasanko Sekhar Gantayat
- Uncertainty Classification of Expert Systems - A Rough Set Approach20124 citationsDr. Sasanko Sekhar Gantayat
- Rough Sets on Fuzzy Similarity Relations and Applications to Information Retrieval20104 citationsDr. Sasanko Sekhar Gantayat
- Retrieving the Missing Information from Information Systems Using Rough Set, Covering Based Rough Set and Soft Set20163 citationsInternational Journal of Computer Science and Information TechnologiesDr. Sasanko Sekhar Gantayat
- Approach and Impute the Missing Data using Rough Set Rule Induction Method20172 citationsDr. Sasanko Sekhar Gantayat
- Rough set approach to development of a knowledgebased expert system20131 citationsDr. Sasanko Sekhar Gantayat
- Extracting Enviable Features of Sidewalk Space through the Rough Sets Approach20100 citationsChamali Hewawasam
- Applications of -dominance degree-based rough sets in conflict problems: N. Rehman et al.20230 citationsSoft ComputingMana Donganont
- A Comparative Study of Handling Missing Data in Student Data Analysis using Rough Set and Soft Set20170 citationsDr. Sasanko Sekhar Gantayat
- Retrieving the Missing Information from Information Systems Using Rough Set20160 citationsDr. Sasanko Sekhar Gantayat
04Journals
Journals that publish Rough Set research
Where our researchers published their papers on this topic, with each journal’s indexing.
| Journal | Indexing | Impact factor* | Papers |
|---|---|---|---|
| Applied Soft Computing | SCIEScopusJCR 2024 | 6.45 Q1 | 1 |
| Journal of King Saud University - Computer and Information Sciences | SCIEScopusJCR 2024 | 4.31 Q2 | 1 |
| Journal of Computational Science | SCIEScopusJCR 2024 | 3.72 Q2 | 1 |
| Soft Computing | SCIEScopusJCR 2024 | 2.32 Q3 | 1 |
| International Journal of Computer Science and Information Technologies | Not listed in our indexing lists | – | 1 |
| International Journal of Information Security and Privacy | ESCIScopusJCR 2024 | 2.31 Q3 | 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 Rough Set 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 Rough Set
Topics that share the most papers with Rough Set in our researchers’ work:
- Missing Information3 papers · 2 researchers
07Questions
Frequently asked questions
What do researchers study in Rough Set?
In papers by ScholarsColab researchers, Rough Set appears most often together with system, missing, data, feature, information, classification.
Who works on Rough Set research?
8 PhD researchers on ScholarsColab have published on Rough Set (15 papers), including Dr. Sasanko Sekhar Gantayat, Siddhartha Bhattacharyya, Dr. Lowlesh Nandkishor Yadav. 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 Rough Set research?
Our researchers published their Rough Set papers in 6 journals, most often in Applied Soft Computing, Journal of King Saud University - Computer and Information Sciences, Journal of Computational Science, Soft Computing. The journal table on this page shows the indexing of each one (SCIE, Scopus, ESCI).
How many research papers on Rough Set are on ScholarsColab?
15 papers published between 2006 and 2023, cited 278 times in total (median 4 citations per paper). The list updates automatically as researchers join and publish.
Can I hire a PhD expert in Rough Set 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 Rough Set shows what to fix before you submit, and Journal Selection shortlists up to five journals that match it.
Need a PhD expert in Rough Set?
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.