Hyun Ah Song

27 papers A* 3A 3Journal 9Unranked 11
YearRankTypeTitle / Venue / Authors
2024 J jnl
Correction to: TurboLift: fast accuracy lifting for historical data recovery.
VLDB J.
Fan Yang, Faisal M. Almutairi, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos, Vladimir Zadorozhny
2021 — —
Reconstructing and Mining Signals: Algorithms and Applications.
Hyun Ah Song
2020 J jnl
TurboLift: fast accuracy lifting for historical data recovery.
VLDB J.
Fan Yang, Faisal M. Almutairi, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos, Vladimir Zadorozhny
2019 J jnl
Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data.
IEEE Trans. Knowl. Data Eng.
Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha P. Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell
2019 J jnl
Impact of Load Models on Power Flow Optimization.
CoRR
Marko Jereminov, Bryan Hooi, Amritanshu Pandey, Hyun Ah Song, Christos Faloutsos, Lawrence T. Pileggi
2019 J jnl
TensorCast: forecasting and mining with coupled tensors.
Knowl. Inf. Syst.
Miguel Araujo, Pedro Manuel Pinto Ribeiro, Hyun Ah Song, Christos Faloutsos
2018 A* conf
Ares: Automatic Disaggregation of Historical Data.
ICDE
Fan Yang, Hyun Ah Song, Zongge Liu, Christos Faloutsos, Vladimir Zadorozhny, Nicholas D. Sidiropoulos
2018 — conf
GridWatch: Sensor Placement and Anomaly Detection in the Electrical Grid.
ECML/PKDD (1)
Bryan Hooi, Dhivya Eswaran, Hyun Ah Song, Amritanshu Pandey, Marko Jereminov, Larry T. Pileggi, Christos Faloutsos
2018 J jnl
HomeRun: Scalable Sparse-Spectrum Reconstruction of Aggregated Historical Data.
Proc. VLDB Endow.
Faisal M. Almutairi, Fan Yang, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos, Vladimir Zadorozhny
2018 A conf
StreamCast: Fast and Online Mining of Power Grid Time Sequences.
SDM
Bryan Hooi, Hyun Ah Song, Amritanshu Pandey, Marko Jereminov, Larry T. Pileggi, Christos Faloutsos
2017 A conf
BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals.
SDM
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
2017 — conf
GB-R: A Fast and Effective Gray-Box Reconstruction of Cascade Time-Series.
ICDM Workshops
Hyun Ah Song, Fan Yang, Zongge Liu, Wilbert Van Panhuis, Nicholas D. Sidiropoulos, Christos Faloutsos, Vladimir Zadorozhny
2017 J jnl
Graph-Based Fraud Detection in the Face of Camouflage.
ACM Trans. Knowl. Discov. Data
Bryan Hooi, Kijung Shin, Hyun Ah Song, Alex Beutel, Neil Shah, Christos Faloutsos
2017 A conf
H-Fuse: Efficient Fusion of Aggregated Historical Data.
SDM
Zongge Liu, Hyun Ah Song, Vladimir Zadorozhny, Christos Faloutsos, Nicholas D. Sidiropoulos
2017 — conf
Linear load model for robust power system analysis.
ISGT Europe
Marko Jereminov, Amritanshu Pandey, Hyun Ah Song, Bryan Hooi, Christos Faloutsos, Larry T. Pileggi
2017 — conf
PowerCast: Mining and Forecasting Power Grid Sequences.
ECML/PKDD (2)
Hyun Ah Song, Bryan Hooi, Marko Jereminov, Amritanshu Pandey, Larry T. Pileggi, Christos Faloutsos
2016 A* conf
Efficient and Distributed Algorithms for Large-Scale Generalized Canonical Correlations Analysis.
ICDM
Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell
2016 A* conf
FRAUDAR: Bounding Graph Fraud in the Face of Camouflage.
KDD
Bryan Hooi, Hyun Ah Song, Alex Beutel, Neil Shah, Kijung Shin, Christos Faloutsos
2016 — conf
Matrices, Compression, Learning Curves: Formulation, and the GroupNteach Algorithms.
PAKDD (2)
Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos
2015 — conf
Education, Learning and Information Theory.
ICDM Workshops
Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos
2015 J jnl
Hierarchical feature extraction by multi-layer non-negative matrix factorization network for classification task.
Neurocomputing
Hyun Ah Song, Bo-Kyeong Kim, Thanh Xuan Luong, Soo-Young Lee
2015 J jnl
Noise-Robust Detection of Symmetric Axes by Self-Correcting Artificial Neural Network.
Neural Process. Lett.
Wonil Chang, Hyun Ah Song, Sang-Hoon Oh, Soo-Young Lee
2013 — conf
Flexible Reasoning of Boolean Constraints in Recurrent Neural Networks with Dual Representation.
ICONIP (1)
Wonil Chang, Hyun Ah Song, Soo-Young Lee
2013 — conf
Hierarchical Data Representation Model - Multi-layer NMF
ICLR (Workshop Poster)
Hyun Ah Song, Soo-Young Lee
2013 — conf
Hierarchical Representation Using NMF.
ICONIP (1)
Hyun Ah Song, Soo-Young Lee
2012 — conf
Self-correcting Symmetry Detection Network.
ICONIP (2)
Wonil Chang, Hyun Ah Song, Sang-Hoon Oh, Soo-Young Lee
2011 — conf
Enhanced Discrimination of Face Orientation Based on Gabor Filters.
ICONIP (1)
Hyun Ah Song, Sung-Do Choi, Soo-Young Lee