Sameer Singh
Impact in
- Health Informatics top 0.02%
- Artificial Intelligence in Healthcare and Education
- Artificial Intelligence top 0.01%
- 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 75
- Natural Language Processing Techniques 54
- Explainable Artificial Intelligence (XAI) 16
- Neural Networks and Applications 16
-
- Image Retrieval and Classification Techniques 23
- Multimodal Machine Learning Applications 16
- Advanced Image and Video Retrieval Techniques 16
- Medical Image Segmentation Techniques 15
- Co-authors
- Carlos Guestrin (8 shared papers)Marco Túlio Ribeiro (5 shared papers)M. Markou (13 shared papers)Jonathan E. Fieldsend (6 shared papers)Robert L. Logan (10 shared papers)Eric Wallace (6 shared papers)Taylor Shin (1 shared paper)Maneesha Singh (8 shared papers)
- Journals
- Pattern Analysis and Applications (8 papers)Pattern Recognition (6 papers)Aphasiology (4 papers)Signal Processing (3 papers)Journal of Communication (2 papers)
- Partner nations
- United StatesUnited KingdomIndia
In The Last Decade
Sameer Singh
235 papers receiving 20.0k citations
Sameer Singh's Hit Papers
Peers
Comparison fields: 5 of 220
- Health Informatics 898
- Artificial Intelligence 13.5k
- Computer Vision and Pattern Recognition 3.3k
- Signal Processing 1.1k
- Safety Research 763
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 254 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | "Why Should I Trust You?" Hit paper breakdown → | 2016 | 7879 |
| 2 | “Why Should I Trust You?”: Explaining the Predictions of Any Classifier Hit paper breakdown → | 2016 | 2913 |
| 3 | Anchors: High-Precision Model-Agnostic Explanations Hit paper breakdown → | 2018 | 1109 |
| 4 | Novelty detection: a review—part 1: statistical approaches Hit paper breakdown → | 2003 | 959 |
| 5 | AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts Hit paper breakdown → | 2020 | 710 |
| 6 | Novelty detection: a review—part 2: Hit paper breakdown → | 2003 | 557 |
| 7 | Fooling LIME and SHAP Hit paper breakdown → | 2020 | 409 |
| 8 | Knowledge Enhanced Contextual Word Representations Hit paper breakdown → | 2019 | 368 |
| 9 | 2018 | 232 | |
| 10 | A multi-objective algorithm based upon particle swarm optimisation, an efficient data structure and turbulence | 2002 | 229 |
| 11 | 2002 | 207 | |
| 12 | 2002 | 207 | |
| 13 | 2019 | 171 | |
| 14 | 2003 | 168 | |
| 15 | 2000 | 162 | |
| 16 | 2017 | 140 | |
| 17 | 2020 | 139 | |
| 18 | 2015 | 125 | |
| 19 | 1996 | 116 | |
| 20 | 2015 | 116 |
About Sameer Singh
Sameer Singh is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Management Science and Operations Research, Computer Networks and Communications and Signal Processing, having authored 254 papers that have together received 21.0k indexed citations. Recurring topics across this work include Topic Modeling (75 papers), Natural Language Processing Techniques (54 papers), Image Retrieval and Classification Techniques (23 papers), Multimodal Machine Learning Applications (16 papers), Explainable Artificial Intelligence (XAI) (16 papers), Advanced Image and Video Retrieval Techniques (16 papers), Neural Networks and Applications (16 papers) and Medical Image Segmentation Techniques (15 papers). The work is most often cited by research in Health Informatics (898 citations), Artificial Intelligence (13.5k citations), Computer Vision and Pattern Recognition (3.3k citations), Signal Processing (1.1k citations) and Safety Research (763 citations). Sameer Singh has collaborated with scholars based in United States, United Kingdom and India. Frequent co-authors include Carlos Guestrin, Marco Túlio Ribeiro, M. Markou, Jonathan E. Fieldsend, Robert L. Logan, Eric Wallace, Taylor Shin, Maneesha Singh, Matt Gardner and Sebastian Riedel. Their work appears in journals such as Pattern Analysis and Applications, Pattern Recognition, Aphasiology, Signal Processing and Journal of Communication.
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.