Sonali Agarwal

4.4k total citations · 1 hit paper
144 papers, 2.3k citations indexed

About

Sonali Agarwal is a scholar working on Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition. According to data from OpenAlex, Sonali Agarwal has authored 144 papers receiving a total of 2.3k indexed citations (citations by other indexed papers that have themselves been cited), including 69 papers in Artificial Intelligence, 33 papers in Information Systems and 31 papers in Computer Vision and Pattern Recognition. Recurrent topics in Sonali Agarwal's work include Artificial Intelligence in Healthcare (18 papers), Data Stream Mining Techniques (18 papers) and Face and Expression Recognition (13 papers). Sonali Agarwal is often cited by papers focused on Artificial Intelligence in Healthcare (18 papers), Data Stream Mining Techniques (18 papers) and Face and Expression Recognition (13 papers). Sonali Agarwal collaborates with scholars based in India, Indonesia and United States. Sonali Agarwal's co-authors include Divya Tomar, Narinder Singh Punn, Ari Trachtenberg, David Starobinski, P. Nagabhushan, Sanjay Kumar Sonbhadra, Shwet Ketu, Krishna Pratap Singh, Pavan Chakraborty and Navjot Singh and has published in prestigious journals such as SHILAP Revista de lepidopterología, ACM Computing Surveys and Journal of Proteome Research.

In The Last Decade

Sonali Agarwal

131 papers receiving 2.2k citations

Hit Papers

A survey on Data Mining approaches for Healthcare 2013 2026 2017 2021 2013 100 200 300
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. A survey on Data Mining approaches for Healthcare
    2013 317 citations Divya Tomar, Sonali Agarwal profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Sonali Agarwal India 24 998 512 464 382 362 144 2.3k
Mamta Mittal India 28 1.0k 1.0× 709 1.4× 442 1.0× 269 0.7× 265 0.7× 109 3.2k
Mohd Khanapi Abd Ghani Malaysia 23 703 0.7× 494 1.0× 354 0.8× 562 1.5× 212 0.6× 82 2.1k
Dayou Liu China 27 1.3k 1.3× 435 0.8× 382 0.8× 405 1.1× 286 0.8× 173 2.9k
Muhammad Umer Pakistan 30 1.1k 1.1× 324 0.6× 436 0.9× 275 0.7× 275 0.8× 115 2.5k
M. Irfan Uddin Pakistan 25 784 0.8× 425 0.8× 397 0.9× 412 1.1× 203 0.6× 130 2.2k
Rajesh Kaluri India 21 869 0.9× 352 0.7× 366 0.8× 649 1.7× 282 0.8× 48 2.4k
Dharmendra Singh Rajput India 17 776 0.8× 290 0.6× 246 0.5× 298 0.8× 271 0.7× 95 2.1k
Aditya Khamparia India 27 1.2k 1.2× 357 0.7× 477 1.0× 427 1.1× 445 1.2× 94 3.0k
Kuruva Lakshmanna India 23 876 0.9× 420 0.8× 335 0.7× 646 1.7× 258 0.7× 51 2.7k
Saleem Ullah Pakistan 28 1.3k 1.3× 389 0.8× 553 1.2× 217 0.6× 240 0.7× 71 2.9k

Countries citing papers authored by Sonali Agarwal

Since Specialization
Citations

This map shows the geographic impact of Sonali Agarwal'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 Sonali Agarwal with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sonali Agarwal more than expected).

Fields of papers citing papers by Sonali Agarwal

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sonali Agarwal. 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 Sonali Agarwal. The network helps show where Sonali Agarwal may publish in the future.

Co-authorship network of co-authors of Sonali Agarwal

This figure shows the co-authorship network connecting the top 25 collaborators of Sonali Agarwal. A scholar is included among the top collaborators of Sonali Agarwal based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Sonali Agarwal. Sonali Agarwal is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Baral, Budhadev, Vaishali Saini, Shubhransu Patro, et al.. (2025). Integrative Metabolomic and Lipidomic Signatures of SARS-CoV-2 VOCs: Correlations with Hematological and Biochemical Markers. Journal of Proteome Research. 24(7). 3272–3285.
2.
3.
Agarwal, Sonali, et al.. (2025). Fuzzy rule-based intelligent cardiovascular disease prediction using complex event processing. The Journal of Supercomputing. 81(2). 1 indexed citations
4.
Srivastava, Vineet K., et al.. (2024). Sun-Earth system Lagrange point spacecraft orbit computation by numerical method and deep learning technique. Acta Astronautica. 219. 408–416.
5.
Agarwal, Sonali, et al.. (2024). Rule based complex event processing forIoTapplications: Review, classification and challenges. Expert Systems. 41(9). 6 indexed citations
6.
7.
Agarwal, Sonali, et al.. (2024). Leptospirosis and Dengue Coinfection-Associated Multi-Organ Dysfunction Syndrome: A Case Report. Cureus. 16(1). e52466–e52466. 1 indexed citations
8.
Tanveer, M., Sonali Agarwal, Seiichi Ozawa, Asif Ekbal, & Adam Jatowt. (2023). Neural Information Processing. Lecture notes in computer science.
9.
Agarwal, Sonali, et al.. (2023). Semantic web-based diagnosis and treatment of vector-borne diseases using SWRL rules. Knowledge-Based Systems. 274. 110645–110645. 11 indexed citations
10.
Tanveer, M., Sonali Agarwal, Seiichi Ozawa, Asif Ekbal, & Adam Jatowt. (2023). Neural Information Processing. Lecture notes in computer science. 1 indexed citations
11.
Kumar, Ashutosh, et al.. (2023). Rule Extraction using Machine Learning Classifiers for Complex Event Processing. 355–360. 2 indexed citations
12.
Agarwal, Sonali, et al.. (2023). A model fusion approach for severity prediction of diabetes with respect to binary and multiclass classification. International Journal of Information Technology. 16(3). 1955–1965. 11 indexed citations
13.
Agarwal, Sonali, et al.. (2022). Empirical analysis of chronic disease dataset for multiclass classification using optimal feature selection based hybrid model with spark streaming. Future Generation Computer Systems. 139. 87–99. 3 indexed citations
14.
Punn, Narinder Singh & Sonali Agarwal. (2022). Modality specific U-Net variants for biomedical image segmentation: a survey. Artificial Intelligence Review. 55(7). 5845–5889. 121 indexed citations
15.
16.
Agarwal, Sonali, et al.. (2021). Leveraging multifaceted proximity measures among developers in predicting future collaborations to improve the social capital of software projects. JUCS - Journal of Universal Computer Science. 27(11). 1240–1271. 1 indexed citations
17.
Sonbhadra, Sanjay Kumar, Sonali Agarwal, & P. Nagabhushan. (2020). Target specific mining of COVID-19 scholarly articles using one-class approach. Chaos Solitons & Fractals. 140. 110155–110155. 22 indexed citations
18.
Agarwal, Sonali, et al.. (2019). Anticounterfeiting in Pharmaceutical Supply Chain by establishing Proof of Ownership. 1572–1577. 27 indexed citations
19.
Tomar, Divya, et al.. (2016). Link Prediction for Authorship Association in Heterogeneous Network Using Streaming Classification. International Journal of Grid and Distributed Computing. 9(4). 135–150. 1 indexed citations
20.
Tomar, Divya & Sonali Agarwal. (2015). A comparison on multi-class classification methods based on least squares twin support vector machine. Knowledge-Based Systems. 81. 131–147. 125 indexed citations

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.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Mamta Mittal Breakdown of academic impact, for papers by Mohd Khanapi Abd Ghani Breakdown of academic impact, for papers by Dayou Liu Breakdown of academic impact, for papers by Muhammad Umer Breakdown of academic impact, for papers by M. Irfan Uddin Breakdown of academic impact, for papers by Rajesh Kaluri Breakdown of academic impact, for papers by Dharmendra Singh Rajput Breakdown of academic impact, for papers by Aditya Khamparia Breakdown of academic impact, for papers by Kuruva Lakshmanna Breakdown of academic impact, for papers by Saleem Ullah
Rankless by CCL
2026