Sameer Singh
Impact in
- Health Informatics top 0.02%
- Artificial Intelligence in Healthcare and Education
- Artificial Intelligence top 0.02%
- Explainable Artificial Intelligence (XAI)
- Topic Modeling
- Anomaly Detection Techniques and Applications
- Adversarial Robustness in Machine Learning
- Natural Language Processing Techniques
- Machine Learning and Data Classification
- Machine Learning in Healthcare
Papers in
-
- Topic Modeling 78
- Natural Language Processing Techniques 56
- Neural Networks and Applications 19
- 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 16
- Co-authors
- Carlos Guestrin (8 shared papers)Marco Túlio Ribeiro (5 shared papers)M. Markou (13 shared papers)Jonathan E. Fieldsend (9 shared papers)Robert L. Logan (10 shared papers)Eric Wallace (6 shared papers)Maneesha Singh (13 shared papers)Taylor 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 (22 papers)
- Partner nations
- United KingdomUnited StatesIndia
In The Last Decade
Sameer Singh
274 papers receiving 22.9k citations
Sameer Singh's Hit Papers
Peers
Comparison fields: 5 of 221
- Health Informatics 1.1k
- Artificial Intelligence 15.9k
- Computer Vision and Pattern Recognition 3.9k
- Signal Processing 1.3k
- Safety Research 922
Countries citing papers authored by Sameer Singh
This map shows the geographic impact of Sameer 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 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 Singh more than expected).
Fields of papers citing papers by Sameer Singh
This network shows the impact of papers produced by Sameer 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 Singh. The network helps show where Sameer Singh may publish in the future.
Co-authors
The 25 scholars most cited alongside Sameer 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 292 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | "Why Should I Trust You?" Hit paper breakdown → | 2016 | 9183 |
| 2 | “Why Should I Trust You?”: Explaining the Predictions of Any Classifier Hit paper breakdown → | 2016 | 3172 |
| 3 | Anchors: High-Precision Model-Agnostic Explanations Hit paper breakdown → | 2018 | 1304 |
| 4 | Novelty detection: a review—part 1: statistical approaches Hit paper breakdown → | 2003 | 1115 |
| 5 | AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts Hit paper breakdown → | 2020 | 781 |
| 6 | Novelty detection: a review—part 2: Hit paper breakdown → | 2003 | 652 |
| 7 | Fooling LIME and SHAP Hit paper breakdown → | 2020 | 455 |
| 8 | Knowledge Enhanced Contextual Word Representations Hit paper breakdown → | 2019 | 395 |
| 9 | A multi-objective algorithm based upon particle swarm optimisation, an efficient data structure and turbulence | 2002 | 271 |
| 10 | 2002 | 249 | |
| 11 | 2018 | 246 | |
| 12 | 2002 | 229 | |
| 13 | 2003 | 204 | |
| 14 | 2019 | 178 | |
| 15 | 2000 | 173 | |
| 16 | 2017 | 156 | |
| 17 | 2020 | 146 | |
| 18 | 2015 | 144 | |
| 19 | 1996 | 143 | |
| 20 | 2015 | 133 |
About Sameer Singh
Sameer Singh is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Management Science and Operations Research, Signal Processing and Computer Networks and Communications, having authored 292 papers that have together received 24.2k indexed citations. Recurring topics across this work include Topic Modeling (78 papers), Natural Language Processing Techniques (56 papers), Image Retrieval and Classification Techniques (31 papers), Medical Image Segmentation Techniques (23 papers), Advanced Image and Video Retrieval Techniques (21 papers), Neural Networks and Applications (19 papers), Multimodal Machine Learning Applications (16 papers) and Explainable Artificial Intelligence (XAI) (16 papers). The work is most often cited by research in Health Informatics (1.1k citations), Artificial Intelligence (15.9k citations), Computer Vision and Pattern Recognition (3.9k citations), Signal Processing (1.3k citations) and Safety Research (922 citations). Sameer Singh has collaborated with scholars based in United Kingdom, United States and India. Frequent co-authors include Carlos Guestrin, Marco Túlio Ribeiro, M. Markou, Jonathan E. Fieldsend, Robert L. Logan, Eric Wallace, Maneesha Singh, Taylor Shin, Matt Gardner 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.