| Information theoretic learning: Rényi's entropy and kernel perspectives JC Principe Springer, 2010 | 1901 | 2010 |
| 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 | 251 | 2016 |
| 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 | 241 | 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 | 204 | 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 | 148 | 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 | 121 | 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 | 87 | 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 | 79 | 2010 |
| 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 | 79 | 2008 |
| 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 | 54 | 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 | 51 | 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 | 51 | 2008 |
| 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 | 48 | 2011 |
| 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 | 47* | 2019 |
| Machine Learning in Computer-Aided Diagnosis: Medical Imaging Intelligence and Analysis: Medical Imaging Intelligence and Analysis K Suzuki IGI Global, 2012 | 47 | 2012 |
| Automated anomaly detection service on heterogeneous log streams XU Jianwu, B Debnath, H Zhang, G Jiang, N Arora US Patent 9,928,155, 2018 | 39 | 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 | 38 | 2020 |
| 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 | 37 | 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 | 32 | 2006 |
| Log-based system maintenance and management XU Jianwu, H Zhang, H Chen, B Nie US Patent App. 16/037,354, 2019 | 30 | 2019 |
jose principeprofessor of ECE, U. of FloridaVerified email at cnel.ufl.edu
