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2020 – today
- 2024
[j8]Fan Yang, Faisal M. Almutairi, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos, Vladimir Zadorozhny:
Correction to: TurboLift: fast accuracy lifting for historical data recovery. VLDB J. 33(1): 253 (2024)- 2021
- [b1]Hyun Ah Song:
Reconstructing and Mining Signals: Algorithms and Applications. Carnegie Mellon University, USA, 2021 - 2020
- [j7]Fan Yang, Faisal M. Almutairi, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos
, Vladimir Zadorozhny:
TurboLift: fast accuracy lifting for historical data recovery. VLDB J. 29(5): 1129-1148 (2020)
2010 – 2019
- 2019
- [j6]Miguel Araujo, Pedro Manuel Pinto Ribeiro, Hyun Ah Song, Christos Faloutsos:
TensorCast: forecasting and mining with coupled tensors. Knowl. Inf. Syst. 59(3): 497-522 (2019) - [j5]Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha P. Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell:
Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data. IEEE Trans. Knowl. Data Eng. 31(12): 2304-2318 (2019) - [i1]Marko Jereminov, Bryan Hooi, Amritanshu Pandey, Hyun Ah Song, Christos Faloutsos, Lawrence T. Pileggi:
Impact of Load Models on Power Flow Optimization. CoRR abs/1902.04154 (2019) - 2018
- [j4]Faisal M. Almutairi, Fan Yang, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos, Vladimir Zadorozhny:
HomeRun: Scalable Sparse-Spectrum Reconstruction of Aggregated Historical Data. Proc. VLDB Endow. 11(11): 1496-1508 (2018) - [c17]Fan Yang, Hyun Ah Song, Zongge Liu, Christos Faloutsos, Vladimir Zadorozhny, Nicholas D. Sidiropoulos:
Ares: Automatic Disaggregation of Historical Data. ICDE 2018: 65-76 - [c16]Bryan Hooi, Dhivya Eswaran, Hyun Ah Song, Amritanshu Pandey, Marko Jereminov, Larry T. Pileggi, Christos Faloutsos:
GridWatch: Sensor Placement and Anomaly Detection in the Electrical Grid. ECML/PKDD (1) 2018: 71-86 - [c15]Bryan Hooi, Hyun Ah Song, Amritanshu Pandey, Marko Jereminov, Larry T. Pileggi, Christos Faloutsos:
StreamCast: Fast and Online Mining of Power Grid Time Sequences. SDM 2018: 531-539 - 2017
- [j3]Bryan Hooi, Kijung Shin, Hyun Ah Song, Alex Beutel, Neil Shah, Christos Faloutsos:
Graph-Based Fraud Detection in the Face of Camouflage. ACM Trans. Knowl. Discov. Data 11(4): 44:1-44:26 (2017) - [c14]Hyun Ah Song, Fan Yang, Zongge Liu, Wilbert Van Panhuis, Nicholas D. Sidiropoulos, Christos Faloutsos, Vladimir Zadorozhny:
GB-R: A Fast and Effective Gray-Box Reconstruction of Cascade Time-Series. ICDM Workshops 2017: 494-501 - [c13]Marko Jereminov, Amritanshu Pandey, Hyun Ah Song, Bryan Hooi, Christos Faloutsos, Larry T. Pileggi:
Linear load model for robust power system analysis. ISGT Europe 2017: 1-6 - [c12]Hyun Ah Song, Bryan Hooi, Marko Jereminov, Amritanshu Pandey, Larry T. Pileggi, Christos Faloutsos:
PowerCast: Mining and Forecasting Power Grid Sequences. ECML/PKDD (2) 2017: 606-621 - [c11]Xiao Fu, Kejun Huang, Otilia Stretcu, Hyun Ah Song, Evangelos E. Papalexakis, Partha P. Talukdar, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Barnabás Póczos:
BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals. SDM 2017: 216-227 - [c10]Zongge Liu, Hyun Ah Song, Vladimir Zadorozhny, Christos Faloutsos, Nicholas D. Sidiropoulos:
H-Fuse: Efficient Fusion of Aggregated Historical Data. SDM 2017: 786-794 - 2016
- [c9]Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell:
Efficient and Distributed Algorithms for Large-Scale Generalized Canonical Correlations Analysis. ICDM 2016: 871-876 - [c8]Bryan Hooi, Hyun Ah Song, Alex Beutel, Neil Shah, Kijung Shin, Christos Faloutsos:
FRAUDAR: Bounding Graph Fraud in the Face of Camouflage. KDD 2016: 895-904 - [c7]Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos:
Matrices, Compression, Learning Curves: Formulation, and the GroupNteach Algorithms. PAKDD (2) 2016: 376-387 - 2015
- [j2]Hyun Ah Song, Bo-Kyeong Kim, Thanh Xuan Luong, Soo-Young Lee:
Hierarchical feature extraction by multi-layer non-negative matrix factorization network for classification task. Neurocomputing 165: 63-74 (2015) - [j1]Wonil Chang, Hyun Ah Song, Sang-Hoon Oh, Soo-Young Lee:
Noise-Robust Detection of Symmetric Axes by Self-Correcting Artificial Neural Network. Neural Process. Lett. 41(2): 179-189 (2015) - [c6]Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos:
Education, Learning and Information Theory. ICDM Workshops 2015: 269-272 - 2013
- [c5]Wonil Chang, Hyun Ah Song, Soo-Young Lee:
Flexible Reasoning of Boolean Constraints in Recurrent Neural Networks with Dual Representation. ICONIP (1) 2013: 106-112 - [c4]Hyun Ah Song, Soo-Young Lee:
Hierarchical Representation Using NMF. ICONIP (1) 2013: 466-473 - [c3]Hyun Ah Song, Soo-Young Lee:
Hierarchical Data Representation Model - Multi-layer NMF. ICLR (Workshop Poster) 2013 - 2012
- [c2]Wonil Chang, Hyun Ah Song, Sang-Hoon Oh, Soo-Young Lee:
Self-correcting Symmetry Detection Network. ICONIP (2) 2012: 559-566 - 2011
- [c1]Hyun Ah Song, Sung-Do Choi, Soo-Young Lee:
Enhanced Discrimination of Face Orientation Based on Gabor Filters. ICONIP (1) 2011: 217-224
Coauthor Index
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