Moninder Singh
Impact in
- Health Informatics top 2%
- Artificial Intelligence in Healthcare and Education
- Artificial Intelligence top 2%
- Bayesian Modeling and Causal Inference
- Imbalanced Data Classification Techniques
- Explainable Artificial Intelligence (XAI)
- Machine Learning and Data Classification
- Privacy-Preserving Technologies in Data
Papers in
-
- Bayesian Modeling and Causal Inference 8
- Explainable Artificial Intelligence (XAI) 7
- Adversarial Robustness in Machine Learning 4
-
- Data Quality and Management 7
- Scheduling and Timetabling Solutions 3
- Co-authors
- Aman Kataria (1 shared paper)Marco Valtorta (1 shared paper)Gregory Provan (3 shared papers)Steven W. Norton (1 shared paper)Marco Gruteser (3 shared papers)Sastry Duri (3 shared papers)Kush R. Varshney (16 shared papers)Jianying Hu (4 shared papers)
- Journals
- Service Science (1 paper)IEEE Internet Computing (1 paper)Journal of Machine Learning Research (1 paper)International Journal of Approximate Reasoning (1 paper)Mobile Networks and Applications (1 paper)
- Partner nations
- United StatesIndiaJapan
In The Last Decade
Moninder Singh
52 papers receiving 910 citations
Peers
Comparison fields: 5 of 115
- Health Informatics 57
- Artificial Intelligence 554
- Management Science and Operations Research 94
- Information Systems 164
- Safety Research 57
Countries citing papers authored by Moninder Singh
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
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-authors
The 25 scholars most cited alongside Moninder Singh, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 53 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | A Review of Data Classification Using K-Nearest Neighbour Algorithm | 2013 | 104 |
| 2 | 2002 | 102 | |
| 3 | 1995 | 101 | |
| 4 | 2021 | 83 | |
| 5 | Learning goal oriented Bayesian networks for telecommunications risk management | 1996 | 81 |
| 6 | Efficient learning of selective Bayesian network classifiers | 1996 | 60 |
| 7 | Winning the KDD Cup Orange Challenge with ensemble selection | 2009 | 39 |
| 8 | AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models | 2020 | 37 |
| 9 | 2020 | 31 | |
| 10 | Learning Bayesian networks from incomplete data | 1997 | 27 |
| 11 | 2022 | 23 | |
| 12 | 2004 | 22 | |
| 13 | 2020 | 21 | |
| 14 | 2021 | 21 | |
| 15 | 2012 | 20 | |
| 16 | 2008 | 19 | |
| 17 | 2000 | 19 | |
| 18 | 2019 | 17 | |
| 19 | 2019 | 14 | |
| 20 | 2015 | 11 |
About Moninder Singh
Moninder Singh is a scholar working on Artificial Intelligence, Management Science and Operations Research, Information Systems, Management Information Systems and Signal Processing, having authored 53 papers that have together received 978 indexed citations. Recurring topics across this work include Bayesian Modeling and Causal Inference (8 papers), Data Quality and Management (7 papers), Explainable Artificial Intelligence (XAI) (7 papers), Data Mining Algorithms and Applications (5 papers), Big Data and Business Intelligence (4 papers), Adversarial Robustness in Machine Learning (4 papers), Scheduling and Timetabling Solutions (3 papers) and Data Management and Algorithms (3 papers). The work is most often cited by research in Health Informatics (57 citations), Artificial Intelligence (554 citations), Management Science and Operations Research (94 citations), Information Systems (164 citations) and Safety Research (57 citations). Moninder Singh has collaborated with scholars based in United States, India and Japan. Frequent co-authors include Aman Kataria, Marco Valtorta, Gregory Provan, Steven W. Norton, Marco Gruteser, Sastry Duri, Kush R. Varshney, Jianying Hu, Ronald Perez and Xuan Liu. Their work appears in journals such as Service Science, IEEE Internet Computing, Journal of Machine Learning Research, International Journal of Approximate Reasoning and Mobile Networks and Applications.
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.