Sameer Kumar Singh
Impact in
- Health Informatics top 0.05%
- Artificial Intelligence in Healthcare and Education
- Artificial Intelligence top 0.01%
- Explainable Artificial Intelligence (XAI)
- Topic Modeling
- Adversarial Robustness in Machine Learning
- Anomaly Detection Techniques and Applications
- Natural Language Processing Techniques
- Machine Learning and Data Classification
- Machine Learning in Healthcare
Papers in
-
- Topic Modeling 87
- Natural Language Processing Techniques 62
- Neural Networks and Applications 18
- Explainable Artificial Intelligence (XAI) 16
-
- Image Retrieval and Classification Techniques 31
- Medical Image Segmentation Techniques 23
- Advanced Image and Video Retrieval Techniques 21
- Multimodal Machine Learning Applications 19
- Co-authors
- Carlos Guestrin (9 shared papers)Marco Túlio Ribeiro (6 shared papers)Markos Markou (13 shared papers)Jonathan Edward Fieldsend (9 shared papers)Eric W. Wallace (9 shared papers)Robert L. Logan (9 shared papers)Matt Gardner (26 shared papers)Taylor K. W. Shin (1 shared paper)
- Journals
- Pattern Analysis and Applications (8 papers)Pattern Recognition (6 papers)Aphasiology (4 papers)Signal Processing (3 papers)Lecture notes in computer science (21 papers)
- Partner nations
- United KingdomUnited StatesIndia
In The Last Decade
Sameer Kumar Singh
282 papers receiving 25.1k citations
Sameer Kumar Singh's Hit Papers
Peers
Comparison fields: 5 of 221
- Health Informatics 1.1k
- Artificial Intelligence 17.3k
- Computer Vision and Pattern Recognition 4.2k
- Safety Research 1.0k
- Signal Processing 1.4k
Countries citing papers authored by Sameer Kumar Singh
This map shows the geographic impact of Sameer Kumar 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 Sameer Kumar Singh with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sameer Kumar Singh more than expected).
Fields of papers citing papers by Sameer Kumar Singh
This network shows the impact of papers produced by Sameer Kumar 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 Sameer Kumar Singh. The network helps show where Sameer Kumar Singh may publish in the future.
Co-authors
The 25 scholars most cited alongside Sameer Kumar 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 298 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | "Why Should I Trust You?" Hit paper breakdown → | 2016 | 10208 |
| 2 | “Why Should I Trust You?”: Explaining the Predictions of Any Classifier Hit paper breakdown → | 2016 | 3463 |
| 3 | Anchors: High-Precision Model-Agnostic Explanations Hit paper breakdown → | 2018 | 1420 |
| 4 | Novelty detection: a review—part 1: statistical approaches Hit paper breakdown → | 2003 | 1112 |
| 5 | AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts Hit paper breakdown → | 2020 | 844 |
| 6 | Novelty detection: a review—part 2: Hit paper breakdown → | 2003 | 647 |
| 7 | Fooling LIME and SHAP Hit paper breakdown → | 2020 | 516 |
| 8 | Knowledge Enhanced Contextual Word Representations Hit paper breakdown → | 2019 | 438 |
| 9 | 2018 | 285 | |
| 10 | A multi-objective algorithm based upon particle swarm optimisation, an efficient data structure and turbulence | 2002 | 269 |
| 11 | 2002 | 257 | |
| 12 | 2002 | 230 | |
| 13 | 2019 | 221 | |
| 14 | 2003 | 200 | |
| 15 | 2020 | 183 | |
| 16 | 2000 | 178 | |
| 17 | 2017 | 166 | |
| 18 | 2015 | 158 | |
| 19 | 2020 | 157 | |
| 20 | 2015 | 149 |
About Sameer Kumar Singh
Sameer Kumar Singh is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Management Science and Operations Research, Signal Processing and Media Technology, having authored 298 papers that have together received 26.3k indexed citations. Recurring topics across this work include Topic Modeling (87 papers), Natural Language Processing Techniques (62 papers), Image Retrieval and Classification Techniques (31 papers), Medical Image Segmentation Techniques (23 papers), Advanced Image and Video Retrieval Techniques (21 papers), Multimodal Machine Learning Applications (19 papers), Neural Networks and Applications (18 papers) and Explainable Artificial Intelligence (XAI) (16 papers). The work is most often cited by research in Health Informatics (1.1k citations), Artificial Intelligence (17.3k citations), Computer Vision and Pattern Recognition (4.2k citations), Safety Research (1.0k citations) and Signal Processing (1.4k citations). Sameer Kumar Singh has collaborated with scholars based in United Kingdom, United States and India. Frequent co-authors include Carlos Guestrin, Marco Túlio Ribeiro, Markos Markou, Jonathan Edward Fieldsend, Eric W. Wallace, Robert L. Logan, Matt Gardner, Taylor K. W. Shin, Maneesha Singh and Sebastian Riedel. Their work appears in journals such as Pattern Analysis and Applications, Pattern Recognition, Aphasiology, Signal Processing and Lecture notes in computer science.
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.