Evangelos E. Papalexakis
Impact in
- Computational Mathematics top 0.02%
- Tensor decomposition and applications
- Signal Processing top 1%
- Blind Source Separation Techniques
Papers in
-
- Algorithms and Data Compression 18
- Topic Modeling 11
- Advanced Graph Neural Networks 10
-
- Tensor decomposition and applications 46
- Co-authors
- Christos Faloutsos (32 shared papers)Nicholas D. Sidiropoulos (17 shared papers)Kejun Huang (5 shared papers)Xiao Fu (4 shared papers)Lieven De Lathauwer (1 shared paper)U Kang (5 shared papers)Rasmus Bro (3 shared papers)Abhay Harpale (2 shared papers)
- Journals
- Big Data (3 papers)PLoS ONE (2 papers)IEEE Transactions on Signal Processing (2 papers)ACM Transactions on Intelligent Systems and Technology (2 papers)IEEE Transactions on Knowledge and Data Engineering (2 papers)
- Partner nations
- United StatesIndiaSouth Korea
In The Last Decade
Evangelos E. Papalexakis
101 papers receiving 2.9k citations
Evangelos E. Papalexakis's Hit Papers
Peers
Comparison fields: 5 of 131
- Computational Mathematics 1.5k
- Signal Processing 466
- Hardware and Architecture 280
- Artificial Intelligence 1.1k
- Statistical and Nonlinear Physics 335
Countries citing papers authored by Evangelos E. Papalexakis
This map shows the geographic impact of Evangelos E. Papalexakis'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 Evangelos E. Papalexakis with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Evangelos E. Papalexakis more than expected).
Fields of papers citing papers by Evangelos E. Papalexakis
This network shows the impact of papers produced by Evangelos E. Papalexakis. 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 Evangelos E. Papalexakis. The network helps show where Evangelos E. Papalexakis may publish in the future.
Co-authors
The 25 scholars most cited alongside Evangelos E. Papalexakis, 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 113 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Tensor Decomposition for Signal Processing and Machine Learning Hit paper breakdown → | 2017 | 1005 |
| 2 | 2016 | 216 | |
| 3 | 2012 | 184 | |
| 4 | 2020 | 140 | |
| 5 | 2012 | 103 | |
| 6 | 2015 | 93 | |
| 7 | 2014 | 78 | |
| 8 | 2014 | 77 | |
| 9 | 2013 | 71 | |
| 10 | 2018 | 49 | |
| 11 | 2014 | 39 | |
| 12 | 2014 | 36 | |
| 13 | 2017 | 35 | |
| 14 | 2013 | 35 | |
| 15 | 2014 | 30 | |
| 16 | 2018 | 28 | |
| 17 | 2017 | 27 | |
| 18 | 2012 | 25 | |
| 19 | 2015 | 25 | |
| 20 | 2012 | 25 |
About Evangelos E. Papalexakis
Evangelos E. Papalexakis is a scholar working on Artificial Intelligence, Computational Mathematics, Computer Vision and Pattern Recognition, Statistical and Nonlinear Physics and Information Systems, having authored 113 papers that have together received 2.9k indexed citations. Recurring topics across this work include Tensor decomposition and applications (46 papers), Complex Network Analysis Techniques (21 papers), Algorithms and Data Compression (18 papers), Topic Modeling (11 papers), Advanced Graph Neural Networks (10 papers), Advanced Neuroimaging Techniques and Applications (7 papers), Human Mobility and Location-Based Analysis (7 papers) and Network Security and Intrusion Detection (7 papers). The work is most often cited by research in Computational Mathematics (1.5k citations), Signal Processing (466 citations), Hardware and Architecture (280 citations), Artificial Intelligence (1.1k citations) and Statistical and Nonlinear Physics (335 citations). Evangelos E. Papalexakis has collaborated with scholars based in United States, India and South Korea. Frequent co-authors include Christos Faloutsos, Nicholas D. Sidiropoulos, Kejun Huang, Xiao Fu, Lieven De Lathauwer, U Kang, Rasmus Bro, Abhay Harpale, Amirali Darvishzadeh and Partha Talukdar. Their work appears in journals such as Big Data, PLoS ONE, IEEE Transactions on Signal Processing, ACM Transactions on Intelligent Systems and Technology and IEEE Transactions on Knowledge and Data Engineering.
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.