Sunita Soni

1.1k total citations · 1 hit paper
25 papers, 727 citations indexed

About

Sunita Soni is a scholar working on Artificial Intelligence, Information Systems and Health Information Management. According to data from OpenAlex, Sunita Soni has authored 25 papers receiving a total of 727 indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Artificial Intelligence, 11 papers in Information Systems and 10 papers in Health Information Management. Recurrent topics in Sunita Soni's work include Data Mining Algorithms and Applications (11 papers), Artificial Intelligence in Healthcare (10 papers) and Rough Sets and Fuzzy Logic (7 papers). Sunita Soni is often cited by papers focused on Data Mining Algorithms and Applications (11 papers), Artificial Intelligence in Healthcare (10 papers) and Rough Sets and Fuzzy Logic (7 papers). Sunita Soni collaborates with scholars based in India, Sweden and United Kingdom. Sunita Soni's co-authors include Jyoti Soni, O. P. Vyas, Sharad Iyengar, Birgitta Essén, Marie Klingberg‐Allvin, Mandira Paul, Johan Bring, Kirti Iyengar, Kristina Gemzell‐Danielsson and Tripti Swarnkar and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and Knowledge-Based Systems.

In The Last Decade

Sunita Soni

23 papers receiving 623 citations

Hit Papers

align trajectories

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.

Predictive Data Mining for Medical Diagnosis: An Overview of Heart Disease Prediction

2011 441 citations Sunita Soni et al. International Journal of Computer Applications profile →

Peers

Sunita Soni

HIM

AI

IS

PHEOH

PPCH

Wiharto Wiharto Indonesia

Radwa Elshawi Saudi Arabia

Miroslav Marinov Bulgaria

Honghan Wu United Kingdom

Bruno Stiglic Slovenia

Jesmin Nahar Australia

Glenn Walker United States

Patricia Alafaireet United States

Joyce C. Ho United States

Mark L. Braunstein United States

Wiharto Wiharto Indonesia

Sunita Soni

150 ×0.4

HIM

178 ×0.5

AI

102 ×0.6

IS

16 ×0.2

PHEOH

9 ×0.2

PPCH

Citations per year, relative to Sunita Soni Sunita Soni (= 1×) peers Wiharto Wiharto

Countries citing papers authored by Sunita Soni

Since Specialization

Citations

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

Fields of papers citing papers by Sunita Soni

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Sunita Soni

This figure shows the co-authorship network connecting the top 25 collaborators of Sunita Soni. A scholar is included among the top collaborators of Sunita Soni 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 Sunita Soni. Sunita Soni is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

1.

Soni, Sunita, et al.. (2025). Development of an enhanced heart attack diagnosis model using knowledge distillation and frequent sequence pattern mining. Knowledge-Based Systems. 330. 114434–114434.

2.

Soni, Sunita, Abhilash Pati, Amrutanshu Panigrahi, et al.. (2024). Weighted Bayesian Belief Network for diabetics: a predictive model. Frontiers in Artificial Intelligence. 7. 1357121–1357121. 2 indexed citations

3.

Soni, Sunita, et al.. (2024). ELM-Based Imbalanced Data Classification-A Review. Informatica. 48(2). 2 indexed citations

4.

Soni, Sunita, et al.. (2024). Optimized Homomorphic Encryption (OHE) algorithms for protecting sensitive image data in the cloud computing environment. International Journal of Information Technology. 16(7). 4143–4153. 4 indexed citations

5.

Soni, Sunita, et al.. (2024). Efficient cluster-based deep anomaly detection based traffic analysis and multi-objective optimization for smarter traffic control. Evolving Systems. 16(1). 1 indexed citations

6.

Soni, Sunita, et al.. (2023). Fuzzy weighted Bayesian belief network: a medical knowledge-driven Bayesian model using fuzzy weighted rules. International Journal of Information Technology. 15(2). 1117–1125. 5 indexed citations

7.

Onyema, Edeh Michael, et al.. (2022). Weighted Bayesian Belief Network: A Computational Intelligence Approach for Predictive Modeling in Clinical Datasets. Computational Intelligence and Neuroscience. 2022. 1–8. 7 indexed citations

8.

Soni, Sunita, et al.. (2022). Time series forecasting for uni- variant data using hybrid GA-OLSTM model and performance evaluations. International Journal of Information Technology. 14(4). 1961–1966. 7 indexed citations

9.

Soni, Sunita, et al.. (2022). Generation of synthetic datasets using weighted bayesian association rules in clinical world. International Journal of Information Technology. 14(6). 3245–3251. 4 indexed citations

10.

Soni, Sunita, et al.. (2021). GENERIC APPROACH OF MEASURING TEXT SEMANTIC SIMILARITY. SHILAP Revista de lepidopterología. 12(1). 2494–2503.

11.

Soni, Sunita, et al.. (2021). Rainfall Forecasting Using Various Artificial Neural Network Techniques - A Review. International Journal of Scientific Research in Computer Science Engineering and Information Technology. 506–526. 8 indexed citations

12.

Paul, Mandira, Kirti Iyengar, Birgitta Essén, et al.. (2015). Acceptability of Home-Assessment Post Medical Abortion and Medical Abortion in a Low-Resource Setting in Rajasthan, India. Secondary Outcome Analysis of a Non-Inferiority Randomized Controlled Trial. PLoS ONE. 10(9). e0133354–e0133354. 20 indexed citations

13.

Iyengar, Kirti, Mandira Paul, Sharad Iyengar, et al.. (2015). Self-assessment of the outcome of early medical abortion versus clinic follow-up in India: a randomised, controlled, non-inferiority trial. The Lancet Global Health. 3(9). e537–e545. 32 indexed citations

14.

Soni, Sunita, et al.. (2014). Naive Bayes Classifiers: A Probabilistic Detection Model for Breast Cancer. International Journal of Computer Applications. 92(10). 26–31. 34 indexed citations

15.

Soni, Sunita & O. P. Vyas. (2013). Building Weighted Associative Classifiers using Maximum Likelihood Estimation to Improve Prediction Accuracy in Health Care Data Mining. Journal of Information & Knowledge Management. 12(1). 1350008–1350008. 9 indexed citations

16.

Soni, Sunita. (2012). Fuzzy Weighted Associative Classifier : A Predictive Technique for Health Care Data Mining. 2(1). 11–22. 6 indexed citations

17.

Soni, Sunita & O. P. Vyas. (2010). Using Associative Classifiers for Predictive Analysis in Health Care Data Mining. International Journal of Computer Applications. 4(5). 33–37. 50 indexed citations

18.

Soni, Sunita, et al.. (2010). A Conceptual Approach to Temporal Weighted Item set Utility Mining. 5 indexed citations

19.

Soni, Sunita, et al.. (2009). An associative classifier using weighted association rule. 5. 1492–1496. 8 indexed citations

20.

Soni, Sunita, et al.. (2008). Usage of Nearest Neighborhood, Decision Tree and Bayesian Classification Techniques in Development of Weight Management Counseling System. 23. 691–694. 10 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.

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