Moninder Singh

2.6k total citations
53 papers, 958 citations indexed

About

Moninder Singh is a scholar working on Artificial Intelligence, Management Science and Operations Research and Information Systems. According to data from OpenAlex, Moninder Singh has authored 53 papers receiving a total of 958 indexed citations (citations by other indexed papers that have themselves been cited), including 28 papers in Artificial Intelligence, 17 papers in Management Science and Operations Research and 9 papers in Information Systems. Recurrent topics in Moninder Singh's work include Bayesian Modeling and Causal Inference (8 papers), Explainable Artificial Intelligence (XAI) (7 papers) and Data Quality and Management (7 papers). Moninder Singh is often cited by papers focused on Bayesian Modeling and Causal Inference (8 papers), Explainable Artificial Intelligence (XAI) (7 papers) and Data Quality and Management (7 papers). Moninder Singh collaborates with scholars based in United States, India and Israel. Moninder Singh's co-authors include Aman Kataria, Marco Valtorta, Gregory Provan, Steven W. Norton, Sastry Duri, Marco Gruteser, Kush R. Varshney, Xuan Liu, Jianying Hu and P. A. Moskowitz and has published in prestigious journals such as Journal of Machine Learning Research, JAMA Network Open and IEEE Software.

In The Last Decade

Moninder Singh

52 papers receiving 888 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Moninder Singh United States 17 560 162 95 95 94 53 958
Linyi Yang China 10 687 1.2× 179 1.1× 113 1.2× 56 0.6× 127 1.4× 24 1.3k
Richard Dazeley Australia 16 636 1.1× 182 1.1× 66 0.7× 118 1.2× 85 0.9× 60 1.1k
Octavio Loyola‐González Mexico 17 612 1.1× 320 2.0× 135 1.4× 106 1.1× 43 0.5× 50 1.3k
Yuan Wu China 6 533 1.0× 157 1.0× 86 0.9× 41 0.4× 55 0.6× 18 1.1k
Wei Ye China 13 756 1.4× 237 1.5× 155 1.6× 56 0.6× 68 0.7× 41 1.4k
Maarten van Someren Netherlands 16 620 1.1× 244 1.5× 149 1.6× 50 0.5× 69 0.7× 43 1.2k
Kaijie Zhu China 3 552 1.0× 164 1.0× 87 0.9× 37 0.4× 56 0.6× 4 1.1k
Cunxiang Wang China 4 628 1.1× 165 1.0× 106 1.1× 39 0.4× 59 0.6× 16 1.1k

Countries citing papers authored by Moninder Singh

Since Specialization
Citations

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

Fields of papers citing papers by Moninder Singh

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Moninder Singh

This figure shows the co-authorship network connecting the top 25 collaborators of Moninder Singh. A scholar is included among the top collaborators of Moninder Singh 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 Moninder Singh. Moninder Singh 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.
Singh, Moninder, et al.. (2024). SocialStigmaQA: A Benchmark to Uncover Stigma Amplification in Generative Language Models. Proceedings of the AAAI Conference on Artificial Intelligence. 38(19). 21454–21462. 1 indexed citations
2.
Dhurandhar, Amit, et al.. (2024). Ranking Large Language Models without Ground Truth. 2431–2452. 1 indexed citations
3.
Park, Yoonyoung, Jianying Hu, Moninder Singh, et al.. (2021). Comparison of Methods to Reduce Bias From Clinical Prediction Models of Postpartum Depression. JAMA Network Open. 4(4). e213909–e213909. 76 indexed citations
4.
Arya, Vijay, Rachel Bellamy, Pin‐Yu Chen, et al.. (2020). AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models. Journal of Machine Learning Research. 21(130). 1–6. 37 indexed citations
5.
Arya, Vijay, Rachel Bellamy, Pin‐Yu Chen, et al.. (2020). AI Explainability 360 Toolkit. 376–379. 19 indexed citations
6.
Singh, Moninder, Karthikeyan Natesan Ramamurthy, & Shrihari Vasudevan. (2017). Propensity modeling for employee Re-skilling. 893–897. 3 indexed citations
7.
Varshney, Kush R. & Moninder Singh. (2013). Dose-response signal estimation and optimization for salesforce management. 26. 328–333. 4 indexed citations
8.
Kataria, Aman & Moninder Singh. (2013). A Review of Data Classification Using K-Nearest Neighbour Algorithm. 101 indexed citations
9.
Varshney, Kush R., et al.. (2012). INTERACTIVE VISUAL SALESFORCE ANALYTICS. International Conference on Information Systems. 6 indexed citations
10.
Varshney, Kush R., Moninder Singh, & Jun Wang. (2012). Decision trees for heterogeneous dose-response signal analysis. 26. 904–907. 3 indexed citations
11.
Singh, Moninder, Debarun Bhattacharjya, Léa A. Deleris, et al.. (2011). The Growth and Performance Diagnostics Initiative: A Multi-Dimensional Framework for Sales Performance Analysis and Management. Service Science. 3(1). 82–98. 8 indexed citations
12.
Niculescu-Mizil, Alexandru, Claudia Perlich, Grzegorz Świrszcz, et al.. (2009). Winning the KDD Cup Orange Challenge with ensemble selection. Knowledge Discovery and Data Mining. 23–34. 39 indexed citations
13.
Kashima, Hisashi, Jianying Hu, Bonnie K. Ray, & Moninder Singh. (2008). K-means clustering of proportional data using L1 distance. Proceedings - International Conference on Pattern Recognition. 1–4. 19 indexed citations
14.
Singh, Moninder. (1997). Learning Bayesian networks from incomplete data. National Conference on Artificial Intelligence. 534–539. 27 indexed citations
15.
Morgenstern, Leora & Moninder Singh. (1997). An Expert System Using Nonmonotonic Techniques for Beneefits Inquiry in the Insurance Industry.. International Joint Conference on Artificial Intelligence. 655–661. 2 indexed citations
16.
Provan, Gregory & Moninder Singh. (1996). Data mining and model simplicity: a case study in diagnosis. Knowledge Discovery and Data Mining. 57–62. 5 indexed citations
17.
Singh, Moninder. (1996). Induction of selective Bayesian networks from data. National Conference on Artificial Intelligence. 1371–1371. 1 indexed citations
18.
Singh, Moninder, et al.. (1996). Learning goal oriented Bayesian networks for telecommunications risk management. International Conference on Machine Learning. 139–147. 81 indexed citations
19.
Singh, Moninder & Gregory Provan. (1996). Efficient learning of selective Bayesian network classifiers. International Conference on Machine Learning. 37(Suppl 3). 453–461. 60 indexed citations
20.
Singh, Moninder & Marco Valtorta. (1995). Construction of Bayesian network structures from data: A brief survey and an efficient algorithm. International Journal of Approximate Reasoning. 12(2). 111–131. 101 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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