Hyun Ah Song

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 18

Top Topics

Robust Detection

Data Mining Techniques

Top Venues

Proc. VLDB Endow.

Publications

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) (2024)
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) (2020)
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) (2019)
Marko Jereminov, Bryan Hooi, Amritanshu Pandey, Hyun Ah Song, Christos Faloutsos, Lawrence T. Pileggi
Impact of Load Models on Power Flow Optimization. CoRR (2019)
Miguel Araujo, Pedro Manuel Pinto Ribeiro, Hyun Ah Song, Christos Faloutsos
TensorCast: forecasting and mining with coupled tensors. Knowl. Inf. Syst. 59 (3) (2019)
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)
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) (2018)
Fan Yang, Hyun Ah Song, Zongge Liu, Christos Faloutsos, Vladimir Zadorozhny, Nicholas D. Sidiropoulos
Ares: Automatic Disaggregation of Historical Data. ICDE (2018)
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)
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)
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)
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)
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)
Zongge Liu, Hyun Ah Song, Vladimir Zadorozhny, Christos Faloutsos, Nicholas D. Sidiropoulos
H-Fuse: Efficient Fusion of Aggregated Historical Data. SDM (2017)
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) (2017)
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)
Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos
Matrices, Compression, Learning Curves: Formulation, and the GroupNteach Algorithms. PAKDD (2) (2016)
Bryan Hooi, Hyun Ah Song, Alex Beutel, Neil Shah, Kijung Shin, Christos Faloutsos
FRAUDAR: Bounding Graph Fraud in the Face of Camouflage. KDD (2016)
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) (2015)
Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos
Education, Learning and Information Theory. ICDM Workshops (2015)
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 (2015)
Wonil Chang, Hyun Ah Song, Soo-Young Lee
Flexible Reasoning of Boolean Constraints in Recurrent Neural Networks with Dual Representation. ICONIP (1) (2013)
Hyun Ah Song, Soo-Young Lee
Hierarchical Representation Using NMF. ICONIP (1) (2013)
Hyun Ah Song, Soo-Young Lee
Hierarchical Data Representation Model - Multi-layer NMF ICLR (Workshop Poster) (2013)
Wonil Chang, Hyun Ah Song, Sang-Hoon Oh, Soo-Young Lee
Self-correcting Symmetry Detection Network. ICONIP (2) (2012)
Hyun Ah Song, Sung-Do Choi, Soo-Young Lee
Enhanced Discrimination of Face Orientation Based on Gabor Filters. ICONIP (1) (2011)