| Sketched subspace clustering PA Traganitis, GB Giannakis IEEE Transactions on Signal Processing 66 (7), 1663-1675, 2017 | 54 | 2017 |
| Sketch and validate for big data clustering PA Traganitis, K Slavakis, GB Giannakis IEEE Journal of Selected Topics in Signal Processing 9 (4), 678-690, 2015 | 32 | 2015 |
| Blind multiclass ensemble classification PA Traganitis, A Pages-Zamora, GB Giannakis IEEE Transactions on Signal Processing 66 (18), 4737-4752, 2018 | 27 | 2018 |
| Nonlinear dimensionality reduction on graphs Y Shen, PA Traganitis, GB Giannakis 2017 IEEE 7th International Workshop on Computational Advances in Multi …, 2017 | 23 | 2017 |
| Network topology inference via elastic net structural equation models PA Traganitis, Y Shen, GB Giannakis 2017 25th European Signal Processing Conference (EUSIPCO), 146-150, 2017 | 17 | 2017 |
| Kernel-based semi-supervised learning over multilayer graphs VN Ioannidis, PA Traganitis, Y Shen, GB Giannakis 2018 IEEE 19th International Workshop on Signal Processing Advances in …, 2018 | 15 | 2018 |
| Topology inference of multilayer networks PA Traganitis, Y Shen, GB Giannakis 2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2017 | 15 | 2017 |
| Big data analytics for social networks B Baingana, P Traganitis, GB Giannakis, G Mateos, I Pittas Graph-Based Social Media Analysis 39, 293, 2016 | 12 | 2016 |
| Learning from unequally reliable blind ensembles of classifiers PA Traganitis, A Pagès-Zamora, GB Giannakis 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2017 | 8 | 2017 |
| Unsupervised ensemble classification with sequential and networked data PA Traganitis, GB Giannakis IEEE Transactions on Knowledge and Data Engineering 34 (10), 5009-5022, 2020 | 7* | 2020 |
| Efficient subspace clustering of large-scale data streams with misses PA Traganitis, GB Giannakis 2016 Annual Conference on Information Science and Systems (CISS), 590-595, 2016 | 7 | 2016 |
| PARAFAC-based multilinear subspace clustering for tensor data PA Traganitis, GB Giannakis 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016 | 6 | 2016 |
| Blind multi-class ensemble learning with dependent classifiers PA Traganitis, GB Giannakis 2018 26th European Signal Processing Conference (EUSIPCO), 2025-2029, 2018 | 5 | 2018 |
| A randomized approach to large-scale subspace clustering PA Traganitis, GB Giannakis 2016 50th Asilomar Conference on Signals, Systems and Computers, 1019-1023, 2016 | 5 | 2016 |
| Clustering high-dimensional data via random sampling and consensus PA Traganitis, K Slavakis, GB Giannakis 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2014 | 5 | 2014 |
| Large-scale subspace clustering using sketching and validation PA Traganitis, K Slavakis, GB Giannakis arXiv preprint arXiv:1510.01628, 2015 | 4 | 2015 |
| Big data clustering via random sketching and validation PA Traganitis, K Slavakis, GB Giannakis 2014 48th Asilomar Conference on Signals, Systems and Computers, 1046-1050, 2014 | 4 | 2014 |
| Graph-adaptive nonlinear dimensionality reduction Y Shen, PA Traganitis, GB Giannakis Scanning Electron Microsc Meet at, 2018 | 3 | 2018 |
| Physics-informed transfer learning for voltage stability margin prediction MK Singh, KD Polyzos, PA Traganitis, SV Dhople, GB Giannakis ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 2 | 2023 |
| Matrix resolvent eigenembeddings for dynamic graphs V Kalantzis, PA Traganitis ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 2 | 2023 |
Georgios B. GiannakisMcKnight Presidential Chair in ECE Dept., University of MinnesotaVerified email at umn.edu
