Shonali Krishnaswamy
- Artificial Intelligence top 1%
- Computer Networks and Communications top 1%
- Computer Vision and Pattern Recognition top 1%
- Information Systems top 0.5%
- Signal Processing top 1%
- Co-authors
- Mohamed Medhat GaberArkady ZaslavskyXiaoli LiSeng W. LokeMinh Nhut NguyenJian YangPhyo Phyo SanZahraa S. Abdallah
- Topics
- Service-Oriented Architecture and Web Services (33 papers)Data Stream Mining Techniques (32 papers)Time Series Analysis and Forecasting (30 papers)
- Journals
- ACM Computing SurveysIEEE Transactions on Intelligent Transportation SystemsIEEE Transactions on Cybernetics
- Partner nations
- AustraliaSingaporeUnited Kingdom
In The Last Decade
Shonali Krishnaswamy
145 papers receiving 3.2k citations
Hit Papers
Peers
Comparison fields: 5 of 134
- Artificial Intelligence 1.4k
- Computer Networks and Communications 964
- Computer Vision and Pattern Recognition 952
- Information Systems 921
- Signal Processing 681
Countries citing papers authored by Shonali Krishnaswamy
This map shows the geographic impact of Shonali Krishnaswamy'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 Shonali Krishnaswamy with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Shonali Krishnaswamy more than expected).
Fields of papers citing papers by Shonali Krishnaswamy
This network shows the impact of papers produced by Shonali Krishnaswamy. 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 Shonali Krishnaswamy. The network helps show where Shonali Krishnaswamy may publish in the future.
Co-authorship network of co-authors of Shonali Krishnaswamy
This figure shows the co-authorship network connecting the top 25 collaborators of Shonali Krishnaswamy. A scholar is included among the top collaborators of Shonali Krishnaswamy based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Shonali Krishnaswamy. Shonali Krishnaswamy is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 0 | |
| 2 | Deep convolutional neural networks on multichannel time series for human activity recognitionbreakdown → | 668 |
| 3 | Mobility profiling for user verification with anonymized location data | 9 |
| 4 | Data stream mining: from theory to applications and from stationary to mobile | 5 |
| 5 | Pervasive service discovery: mTableaux mobile reasoning | 5 |
| 6 | Simulated intersection environment and learning of collision and traffic data in the U & I aware framework | 1 |
| 7 | A Crash Risk Assessment Model for Road Curves | 1 |
| 8 | AOEX: An Agent-Based Exception Handling Framework for Building Reliable, Distributed, Open Software Systems | 1 |
| 9 | Resource-aware Very Fast K-Means for ubiquitous data stream mining | 14 |
| 10 | Filter-Predict-Schedule: Balancing the Needs of Users and Web Service Providers. | 1 |
| 11 | A fuzzy approach for interpretation and application of ubiquitous data stream clustering | 3 |
| 12 | Resource monitoring to support mobile agents in pervasive computing | 2 |
| 13 | 57 | |
| 14 | CALMA: Context-Aware Lightweight Mobile BDI Agents for ubiquitous computing | 2 |
| 15 | A cost-efficient model for ubiquitous data stream mining | 14 |
| 16 | AN AGENT SUPPORTED VIRTUAL EDUCATIONAL ENVIRONMENT | 0 |
| 17 | 2 | |
| 18 | From m-GAIA to Grasshopper: engineering mobile agent applications | 1 |
| 19 | Predicting run times of applications using rough sets | 1 |
| 20 | Towards data mining services on the Internet with a multiple service provider model : an XML based approach | 4 |
About Shonali Krishnaswamy
Shonali Krishnaswamy is a scholar working on Signal Processing, Computer Networks and Communications and Transportation, having authored 156 papers that have together received 3.4k indexed citations. Recurring topics across this work include Service-Oriented Architecture and Web Services (33 papers), Data Stream Mining Techniques (32 papers) and Time Series Analysis and Forecasting (30 papers). The work is most often cited by research in Transportation (551 citations), Signal Processing (681 citations) and Computer Vision and Pattern Recognition (952 citations). Shonali Krishnaswamy has collaborated with scholars based in Australia, Singapore and United Kingdom. Frequent co-authors include Mohamed Medhat Gaber, Arkady Zaslavsky, Xiaoli Li, Seng W. Loke, Minh Nhut Nguyen, Jian Yang, Phyo Phyo San, Zahraa S. Abdallah, Bala Srinivasan and João Bártolo Gomes. Their work appears in journals such as ACM Computing Surveys, IEEE Transactions on Intelligent Transportation Systems and IEEE Transactions on Cybernetics.
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.