Hyun Ah Song

VLDB J., January, 2024

2021

Reconstructing and Mining Signals: Algorithms and Applications.

[BibT_eX]

[DOI]

PhD thesis, 2021

2020

TurboLift: fast accuracy lifting for historical data recovery.

[BibT_eX]

[DOI]

VLDB J., 2020

2019

Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data.

[BibT_eX]

[DOI]

Xiao Fu

Kejun Huang

Partha P. Talukdar

Pedro Manuel Pinto Ribeiro

Tom M. Mitchell

IEEE Trans. Knowl. Data Eng., 2019

TensorCast: forecasting and mining with coupled tensors.

[BibT_eX]

[DOI]

Miguel Araujo

Knowl. Inf. Syst., 2019

Impact of Load Models on Power Flow Optimization.

[BibT_eX]

[DOI]

CoRR, 2019

2018

HomeRun: Scalable Sparse-Spectrum Reconstruction of Aggregated Historical Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

StreamCast: Fast and Online Mining of Power Grid Time Sequences.

[BibT_eX]

[DOI]

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

GridWatch: Sensor Placement and Anomaly Detection in the Electrical Grid.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Ares: Automatic Disaggregation of Historical Data.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017

Graph-Based Fraud Detection in the Face of Camouflage.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2017

H-Fuse: Efficient Fusion of Aggregated Historical Data.

[BibT_eX]

[DOI]

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals.

[BibT_eX]

[DOI]

Partha P. Talukdar

Tom M. Mitchell

Barnabás Póczos

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

PowerCast: Mining and Forecasting Power Grid Sequences.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Linear load model for robust power system analysis.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2017

GB-R: A Fast and Effective Gray-Box Reconstruction of Cascade Time-Series.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

2016

Matrices, Compression, Learning Curves: Formulation, and the GroupNteach Algorithms.

[BibT_eX]

[DOI]

Bryan Hooi

Rakesh Agrawal

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

FRAUDAR: Bounding Graph Fraud in the Face of Camouflage.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Efficient and Distributed Algorithms for Large-Scale Generalized Canonical Correlations Analysis.

[BibT_eX]

[DOI]

Xiao Fu

Kejun Huang

Partha Pratim Talukdar

Tom M. Mitchell

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

Noise-Robust Detection of Symmetric Axes by Self-Correcting Artificial Neural Network.

[BibT_eX]

[DOI]

Neural Process. Lett., 2015

Hierarchical feature extraction by multi-layer non-negative matrix factorization network for classification task.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Education, Learning and Information Theory.

[BibT_eX]

[DOI]

Bryan Hooi

Rakesh Agrawal

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2013

Hierarchical Data Representation Model - Multi-layer NMF

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Learning Representations, 2013

Hierarchical Representation Using NMF.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Flexible Reasoning of Boolean Constraints in Recurrent Neural Networks with Dual Representation.

[BibT_eX]

[DOI]

Wonil Chang

Proceedings of the Neural Information Processing - 20th International Conference, 2013

2012

Self-correcting Symmetry Detection Network.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 19th International Conference, 2012

2011

Enhanced Discrimination of Face Orientation Based on Gabor Filters.

[BibT_eX]

[DOI]

Sung-Do Choi