| Fraudar: Bounding graph fraud in the face of camouflage B Hooi, HA Song, A Beutel, N Shah, K Shin, C Faloutsos Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016 | 371 | 2016 |
| Hierarchical representation using NMF HA Song, SY Lee Neural Information Processing: 20th International Conference, ICONIP 2013 …, 2013 | 175 | 2013 |
| Graph-based fraud detection in the face of camouflage B Hooi, K Shin, HA Song, A Beutel, N Shah, C Faloutsos ACM Transactions on Knowledge Discovery from Data (TKDD) 11 (4), 1-26, 2017 | 77 | 2017 |
| Hierarchical feature extraction by multi-layer non-negative matrix factorization network for classification task HA Song, BK Kim, TL Xuan, SY Lee Neurocomputing 165, 63-74, 2015 | 42 | 2015 |
| Powercast: Mining and forecasting power grid sequences HA Song, B Hooi, M Jereminov, A Pandey, L Pileggi, C Faloutsos Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017 | 39 | 2017 |
| Efficient and distributed algorithms for large-scale generalized canonical correlations analysis X Fu, K Huang, EE Papalexakis, HA Song, PP Talukdar, ND Sidiropoulos, ... 2016 IEEE 16th international conference on data mining (ICDM), 871-876, 2016 | 28 | 2016 |
| Efficient and distributed generalized canonical correlation analysis for big multiview data X Fu, K Huang, EE Papalexakis, HA Song, P Talukdar, ND Sidiropoulos, ... IEEE Transactions on Knowledge and Data Engineering 31 (12), 2304-2318, 2018 | 26 | 2018 |
| Linear load model for robust power system analysis M Jereminov, A Pandey, HA Song, B Hooi, C Faloutsos, L Pileggi 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT …, 2017 | 22 | 2017 |
| A new discriminant NMF algorithm and its application to the extraction of subtle emotional differences in speech SY Lee, HA Song, S Amari Cognitive neurodynamics 6 (6), 525-535, 2012 | 22 | 2012 |
| Streamcast: Fast and online mining of power grid time sequences B Hooi, HA Song, A Pandey, M Jereminov, L Pileggi, C Faloutsos Proceedings of the 2018 SIAM International Conference on Data Mining, 531-539, 2018 | 20 | 2018 |
| H-Fuse: Efficient Fusion of Aggregated Historical Data Z Liu, HA Song, V Zadorozhny, C Faloutsos, N Sidiropoulos Proceedings of the 2017 SIAM International Conference on Data Mining, 786-794, 2017 | 17 | 2017 |
| GridWatch: Sensor Placement and Anomaly Detection in the Electrical Grid B Hooi, D Eswaran, HA Song, A Pandey, M Jereminov, L Pileggi, ... Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019 | 13 | 2019 |
| Impact of load models on power flow optimization M Jereminov, B Hooi, A Pandey, HA Song, C Faloutsos, L Pileggi 2019 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2019 | 11 | 2019 |
| Tensorcast: forecasting and mining with coupled tensors M Araujo, P Ribeiro, HA Song, C Faloutsos Knowledge and Information Systems 59 (3), 497-522, 2019 | 10 | 2019 |
| Homerun: scalable sparse-spectrum reconstruction of aggregated historical data FM Almutairi, F Yang, HA Song, C Faloutsos, N Sidiropoulos, ... Proceedings of the VLDB Endowment 11 (11), 1496-1508, 2018 | 10 | 2018 |
| BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals X Fu, K Huang, O Stretcu, HA Song, E Papalexakis, P Talukdar, T Mitchell, ... Proceedings of the 2017 SIAM International Conference on Data Mining, 216-227, 2017 | 10 | 2017 |
| Hierarchical data representation model-multi-layer NMF HA Song, SY Lee arXiv preprint arXiv:1301.6316, 2013 | 10 | 2013 |
| Ares: automatic disaggregation of historical data F Yang, HA Song, Z Liu, C Faloutsos, V Zadorozhny, N Sidiropoulos 2018 IEEE 34th International Conference on Data Engineering (ICDE), 65-76, 2018 | 9 | 2018 |
| Gb-r: A fast and effective gray-box reconstruction of cascade time-series HA Song, F Yang, Z Liu, W Van Panhuis, N Sidiropoulos, C Faloutsos, ... 2017 IEEE International Conference on Data Mining Workshops (ICDMW), 494-501, 2017 | 4 | 2017 |
| TurboLift: fast accuracy lifting for historical data recovery F Yang, FM Almutairi, HA Song, C Faloutsos, ND Sidiropoulos, ... The VLDB Journal 29 (5), 1129-1148, 2020 | 2 | 2020 |
