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
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
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
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
Machine Learning in Computer-Aided Diagnosis: Medical Imaging Intelligence and Analysis: Medical Imaging Intelligence and Analysis
K Suzuki
IGI Global, 2012
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
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
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
Log-based system maintenance and management
XU Jianwu, H Zhang, H Chen, B Nie
US Patent App. 16/037,354, 2019
Kernel based synthetic discriminant function for object recognition
KH Jeong, PP Pokharel, JW Xu, S Han, JC Principe
2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006
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