Vivek Srikumar
Impact in
- Artificial Intelligence top 0.5%
- Topic Modeling
- Natural Language Processing Techniques
- Anomaly Detection Techniques and Applications
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- Software System Performance and Reliability
- Network Security and Intrusion Detection
Papers in
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- Topic Modeling 46
- Natural Language Processing Techniques 39
- Text Readability and Simplification 8
- Explainable Artificial Intelligence (XAI) 7
- Adversarial Robustness in Machine Learning 5
- Advanced Text Analysis Techniques 5
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- Software Engineering Research 6
- Co-authors
- Li Fei-Fei (2 shared papers)Min Du (1 shared paper)Miao Hu (2 shared papers)Anirban Nag (2 shared papers)R. Stanley Williams (2 shared papers)John Paul Strachan (2 shared papers)Ali Shafiee (2 shared papers)Naveen Muralimanohar (2 shared papers)
- Journals
- Behavior Research Methods (2 papers)Language Resources and Evaluation (2 papers)IEEE Transactions on Visualization and Computer Graphics (2 papers)Transactions of the Association for Computational Linguistics (2 papers)Journal of Medical Internet Research (1 paper)
- Partner nations
- United StatesIsraelIndia
In The Last Decade
Vivek Srikumar
74 papers receiving 4.4k citations
Vivek Srikumar's Hit Papers
Peers
Comparison fields: 5 of 130
- Artificial Intelligence 2.1k
- Computer Networks and Communications 1.0k
- Hardware and Architecture 258
- Software 136
- Computer Vision and Pattern Recognition 678
Countries citing papers authored by Vivek Srikumar
This map shows the geographic impact of Vivek Srikumar'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 Vivek Srikumar with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Vivek Srikumar more than expected).
Fields of papers citing papers by Vivek Srikumar
This network shows the impact of papers produced by Vivek Srikumar. 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 Vivek Srikumar. The network helps show where Vivek Srikumar may publish in the future.
Co-authors
The 25 scholars most cited alongside Vivek Srikumar, 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 76 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | ISAAC Hit paper breakdown → | 2016 | 1130 |
| 2 | DeepLog Hit paper breakdown → | 2017 | 978 |
| 3 | Predicting electricity consumption for commercial and residential buildings using deep recurrent neural networks Hit paper breakdown → | 2017 | 587 |
| 4 | ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars Hit paper breakdown → | 2016 | 504 |
| 5 | Importance of semantic representation: dataless classification | 2008 | 148 |
| 6 | 2014 | 119 | |
| 7 | 2016 | 84 | |
| 8 | 2017 | 68 | |
| 9 | 2020 | 62 | |
| 10 | 2019 | 59 | |
| 11 | 2021 | 54 | |
| 12 | Discriminative Learning over Constrained Latent Representations | 2010 | 44 |
| 13 | 2019 | 38 | |
| 14 | 2018 | 36 | |
| 15 | Structured Output Learning with Indirect Supervision | 2010 | 35 |
| 16 | 2022 | 34 | |
| 17 | 2013 | 32 | |
| 18 | 2021 | 29 | |
| 19 | 2019 | 29 | |
| 20 | 2012 | 28 |
About Vivek Srikumar
Vivek Srikumar is a scholar working on Artificial Intelligence, Information Systems, Computer Vision and Pattern Recognition, Social Psychology and Signal Processing, having authored 76 papers that have together received 4.5k indexed citations. Recurring topics across this work include Topic Modeling (46 papers), Natural Language Processing Techniques (39 papers), Text Readability and Simplification (8 papers), Explainable Artificial Intelligence (XAI) (7 papers), Mental Health via Writing (6 papers), Software Engineering Research (6 papers), Adversarial Robustness in Machine Learning (5 papers) and Advanced Text Analysis Techniques (5 papers). The work is most often cited by research in Artificial Intelligence (2.1k citations), Computer Networks and Communications (1.0k citations), Hardware and Architecture (258 citations), Software (136 citations) and Computer Vision and Pattern Recognition (678 citations). Vivek Srikumar has collaborated with scholars based in United States, Israel and India. Frequent co-authors include Li Fei-Fei, Min Du, Miao Hu, Anirban Nag, R. Stanley Williams, John Paul Strachan, Ali Shafiee, Naveen Muralimanohar, Rajeev Balasubramonian and Aowabin Rahman. Their work appears in journals such as Behavior Research Methods, Language Resources and Evaluation, IEEE Transactions on Visualization and Computer Graphics, Transactions of the Association for Computational Linguistics and Journal of Medical Internet Research.
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.