Jianwu Xu
Jianwu Xu
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Information theoretic learning: Rényi's entropy and kernel perspectives
JC Principe
Springer, 2010
Automated IT system failure prediction: A deep learning approach
K Zhang, J Xu, MR Min, G Jiang, K Pelechrinis, H Zhang
2016 IEEE International Conference on Big Data (Big Data), 1291-1300, 2016
LogMine: fast pattern recognition for log analytics
H Hamooni, B Debnath, J Xu, H Zhang, G Jiang, A Mueen
Proceedings of the 25th ACM International on Conference on Information and …, 2016
Cloudseer: Workflow monitoring of cloud infrastructures via interleaved logs
X Yu, P Joshi, J Xu, G Jin, H Zhang, G Jiang
ACM SIGARCH Computer Architecture News 44 (2), 489-502, 2016
Computer-aided measurement of liver volumes in CT by means of geodesic active contour segmentation coupled with level-set algorithms
K Suzuki, R Kohlbrenner, ML Epstein, AM Obajuluwa, J Xu, M Hori
Medical physics 37 (5), 2159-2166, 2010
LogLens: A Real-time Log Analysis System
B Debnath, M Solaimani, MAG Gulzar, N Arora, C Lumezanu, J Xu, ...
2018 IEEE 38th International Conference on Distributed Computing Systems …, 2018
A reproducing kernel Hilbert space framework for information-theoretic learning
JW Xu, ARC Paiva, I Park, JC Principe
IEEE Transactions on Signal Processing 56 (12), 5891-5902, 2008
A pitch detector based on a generalized correlation function
JW Xu, JC Principe
Audio, Speech, and Language Processing, IEEE Transactions on 16 (8), 1420-1432, 2008
Massive-training artificial neural network coupled with Laplacian-eigenfunction-based dimensionality reduction for computer-aided detection of polyps in CT colonography
K Suzuki, J Zhang, J Xu
IEEE Transactions on medical imaging 29 (11), 1907-1917, 2010
Max-AUC feature selection in computer-aided detection of polyps in CT colonography
JW Xu, K Suzuki
IEEE journal of biomedical and health informatics 18 (2), 585-593, 2014
Massive-training support vector regression and Gaussian process for false-positive reduction in computer-aided detection of polyps in CT colonography
JW Xu, K Suzuki
Medical physics 38 (4), 1888-1902, 2011
A new nonlinear similarity measure for multichannel signals
JW Xu, H Bakardjian, A Cichocki, JC Principe
Neural Networks 21 (2-3), 222-231, 2008
Automatic discovery of message ordering invariants in heterogeneous logs
H Zhang, XU Jianwu, G Jiang, K Yoshihira, P Joshi
US Patent 10,296,844, 2019
A test of independence based on a generalized correlation function
M Rao, S Seth, J Xu, Y Chen, H Tagare, JC Príncipe
Signal Processing 91 (1), 15-27, 2011
A new classifier based on information theoretic learning with unlabeled data
KH Jeong, JW Xu, D Erdogmus, JC Principe
Neural Networks 18 (5-6), 719-726, 2005
Machine Learning in Computer-Aided Diagnosis: Medical Imaging Intelligence and Analysis: Medical Imaging Intelligence and Analysis
K Suzuki
IGI Global, 2012
Nonlinear component analysis based on correntropy
JW Xu, PP Pokharel, ARC Paiva, JC Príncipe
The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006
Automated anomaly detection service on heterogeneous log streams
XU Jianwu, B Debnath, H Zhang, G Jiang, N Arora
US Patent 9,928,155, 2018
Temporal Context-Aware Representation Learning for Question Routing
X Zhang, W Cheng, B Zong, Y Chen, J Xu, D Li, H Chen
Proceedings of the 13th International Conference on Web Search and Data …, 2020
An explicit construction of a reproducing Gaussian kernel Hilbert space
JW Xu, PP Pokharel, KH Jeong, JC Principe
2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006
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