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1

Deep learning and its applications to machine health monitoring

Zhao, Rui, Yan, Ruqiang, Chen, Zhenghua, Mao, Kezhi, Wang, Peng, Gao, Robert X.

Journal:

Mechanical Systems and Signal Processing

Year:

2019

Language:

english

File:

PDF, 2.57 MB

english, 2019

2

Knowledge-oriented Convolutional Neural Network for Causal Relation Extraction from Natural Language Texts

Li, Pengfei, Mao, Kezhi

Journal:

Expert Systems with Applications

Year:

2018

Language:

english

File:

PDF, 7.88 MB

english, 2018

3

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2015 Volume 1 Volume 6 ||

Cao, Jiuwen, Mao, Kezhi, Wu, Jonathan, Lendasse, Amaury

Year:

2016

Language:

english

File:

PDF, 14.79 MB

english, 2016

4

Multi level causal relation identification using extended features

Yang, Xuefeng, Mao, Kezhi

Journal:

Expert Systems with Applications

Year:

2014

Language:

english

File:

PDF, 496 KB

english, 2014

5

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2014 Volume 1 Volume 3 ||

Cao, Jiuwen, Mao, Kezhi, Cambria, Erik, Man, Zhihong, Toh, Kar-Ann

Year:

2015

Language:

english

File:

PDF, 15.42 MB

english, 2015

6

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2014 Volume 2 Volume 4 ||

Cao, Jiuwen, Mao, Kezhi, Cambria, Erik, Man, Zhihong, Toh, Kar-Ann

Year:

2015

Language:

english

File:

PDF, 22.09 MB

english, 2015

7

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2014 Volume 2 Volume 4 || Extreme Learning Machine for Reservoir Parameter Estimation in Heterogeneous Reservoir

Cao, Jiuwen, Mao, Kezhi, Cambria, Erik, Man, Zhihong, Toh, Kar-Ann

Year:

2015

Language:

english

File:

PDF, 1.31 MB

english, 2015

8

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2015 Volume 2 Volume 7 || Rational and Self-adaptive Evolutionary Extreme Learning Machine for Electricity Price Forecast

Cao, Jiuwen, Mao, Kezhi, Wu, Jonathan, Lendasse, Amaury

Year:

2016

Language:

english

File:

PDF, 505 KB

english, 2016

9

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2015 Volume 2 Volume 7 ||

Cao, Jiuwen, Mao, Kezhi, Wu, Jonathan, Lendasse, Amaury

Year:

2016

Language:

english

File:

PDF, 14.89 MB

english, 2016

10

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2015 Volume 2 Volume 7 || A Randomly Weighted Gabor Network for Visual-Thermal Infrared Face Recognition

Cao, Jiuwen, Mao, Kezhi, Wu, Jonathan, Lendasse, Amaury

Year:

2016

Language:

english

File:

PDF, 298 KB

english, 2016

11

Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks

Zhao, Rui, Yan, Ruqiang, Wang, Jinjiang, Mao, Kezhi

Journal:

Year:

2017

Language:

english

File:

PDF, 856 KB

english, 2017

12

Dimerization of styrene to 1,3-diphenyl-1-butene catalyzed by palladium–Lewis acid in ionic liquid

Jiajian Peng, Jiayun Li, Huayu Qiu, Jianxiong Jiang, Kezhi Jiang, Jianjiang Mao, Guoqiao Lai

Journal:

Journal of Molecular Catalysis A: Chemical

Year:

2006

Language:

english

File:

PDF, 138 KB

english, 2006

13

[IEEE 2010 17th IEEE International Conference on Image Processing (ICIP 2010) - Hong Kong, Hong Kong (2010.09.26-2010.09.29)] 2010 IEEE International Conference on Image Processing - Selection of Gabor filters for improved texture feature extraction

Li, Weitao, Mao, KeZhi, Zhang, Hong, Chai, Tianyou

Year:

2010

Language:

english

File:

PDF, 134 KB

english, 2010

14

[IEEE Vision (ICARCV 2010) - Singapore, Singapore (2010.12.7-2010.12.10)] 2010 11th International Conference on Control Automation Robotics & Vision - Designing compact Gabor filter banks for efficient texture feature extraction

Li, Weitao, Mao, KeZhi, Zhang, Hong, Chai, Tianyou

Year:

2010

Language:

english

File:

PDF, 162 KB

english, 2010

15

[IEEE 2009 Joint 48th IEEE Conference on Decision and Control (CDC) and 28th Chinese Control Conference (CCC) - Shanghai, China (2009.12.15-2009.12.18)] Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference - Eigen-flame image-based robust recognition of burning states for sintering process control of rotary kiln

Li, Weitao, Mao, Kezhi, Zhou, Xiaojie, Chai, Tianyou, Zhang, Hong

Year:

2009

Language:

english

File:

PDF, 613 KB

english, 2009

16

Model-Based Online Learning With Kernels

Guoqi Li,, Changyun Wen,, Zheng Guo Li,, Aimin Zhang,, Feng Yang,, Kezhi Mao,

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2013

Language:

english

File:

PDF, 905 KB

english, 2013

17

[Adaptation, Learning, and Optimization] Extreme Learning Machines 2013: Algorithms and Applications Volume 16 || A Stock Decision Support System Based on ELM

Sun, Fuchen, Toh, Kar-Ann, Romay, Manuel Grana, Mao, Kezhi

Year:

2014

Language:

english

File:

PDF, 361 KB

english, 2014

18

[Adaptation, Learning, and Optimization] Extreme Learning Machines 2013: Algorithms and Applications Volume 16 ||

Sun, Fuchen, Toh, Kar-Ann, Romay, Manuel Grana, Mao, Kezhi

Year:

2014

Language:

english

File:

PDF, 8.51 MB

english, 2014

19

[IEEE 2011 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC 2011) - Orlando, FL, USA (2011.12.12-2011.12.15)] IEEE Conference on Decision and Control and European Control Conference - Gabor filter and eigen-flame image-based burning state recognition for sintering process of rotary kiln

Li, Weitao, Mao, Kezhi, Chai, Tianyou, Zhang, Hong, Wang, Hong

Year:

2011

Language:

english

File:

PDF, 299 KB

english, 2011

20

Recursive Mahalanobis Separability Measure for Gene Subset Selection

Mao, Kezhi Z, Wenyin Tang,

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2011

Language:

english

File:

PDF, 1.17 MB

english, 2011

21

[Adaptation, Learning, and Optimization] Extreme Learning Machines 2013: Algorithms and Applications Volume 16 || Extreme Support Vector Regression

Sun, Fuchen, Toh, Kar-Ann, Romay, Manuel Grana, Mao, Kezhi

Year:

2014

Language:

english

File:

PDF, 259 KB

english, 2014

22

[Adaptation, Learning, and Optimization] Extreme Learning Machines 2013: Algorithms and Applications Volume 16 || ELM for Retinal Vessel Classification

Sun, Fuchen, Toh, Kar-Ann, Romay, Manuel Grana, Mao, Kezhi

Year:

2014

Language:

english

File:

PDF, 416 KB

english, 2014

23

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2014 Volume 2 Volume 4 || Extreme Learning Machine for Linear Dynamical Systems Classification: Application to Human Activity Recognition

Cao, Jiuwen, Mao, Kezhi, Cambria, Erik, Man, Zhihong, Toh, Kar-Ann

Year:

2015

Language:

english

File:

PDF, 1.33 MB

english, 2015

24

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2014 Volume 1 Volume 3 || Review of Advances in Neural Networks: Neural Design Technology Stack

Cao, Jiuwen, Mao, Kezhi, Cambria, Erik, Man, Zhihong, Toh, Kar-Ann

Year:

2015

Language:

english

File:

PDF, 350 KB

english, 2015

25

[IEEE 2011 Ieee Symposium On Foundations Of Computational Intelligence - Part Of 17273 - 2011 Sscifo - Paris, France (2011.04.11-2011.04.15)] 2011 IEEE Symposium on Foundations of Computational Intelligence (FOCI) - A merging Fuzzy ART clustering algorithm for overlapping data

Mak, Lee Onn, Ng, Gee Wah, Lim, Godfrey, Mao, Kezhi

Year:

2011

Language:

english

File:

PDF, 147 KB

english, 2011

26

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2014 Volume 2 Volume 4 || A Novel Web Service Quality Prediction Framework Based on F-ELM

Cao, Jiuwen, Mao, Kezhi, Cambria, Erik, Man, Zhihong, Toh, Kar-Ann

Year:

2015

Language:

english

File:

PDF, 252 KB

english, 2015

27

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2014 Volume 1 Volume 3 || A Novel Bio-inspired Image Recognition Network with Extreme Learning Machine

Cao, Jiuwen, Mao, Kezhi, Cambria, Erik, Man, Zhihong, Toh, Kar-Ann

Year:

2015

Language:

english

File:

PDF, 1.16 MB

english, 2015

28

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2014 Volume 1 Volume 3 || Extreme Learning Machine for Clustering

Cao, Jiuwen, Mao, Kezhi, Cambria, Erik, Man, Zhihong, Toh, Kar-Ann

Year:

2015

Language:

english

File:

PDF, 323 KB

english, 2015

29

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2014 Volume 2 Volume 4 || Uncertain XML Documents Classification Using Extreme Learning Machine

Cao, Jiuwen, Mao, Kezhi, Cambria, Erik, Man, Zhihong, Toh, Kar-Ann

Year:

2015

Language:

english

File:

PDF, 277 KB

english, 2015

30

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2014 Volume 2 Volume 4 || Pedestrian Detection in Thermal Infrared Image Using Extreme Learning Machine

Cao, Jiuwen, Mao, Kezhi, Cambria, Erik, Man, Zhihong, Toh, Kar-Ann

Year:

2015

Language:

english

File:

PDF, 1.33 MB

english, 2015

31

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2014 Volume 1 Volume 3 || Ensemble Extreme Learning Machine Based on a New Self-adaptive AdaBoost.RT

Cao, Jiuwen, Mao, Kezhi, Cambria, Erik, Man, Zhihong, Toh, Kar-Ann

Year:

2015

Language:

english

File:

PDF, 232 KB

english, 2015

32

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2014 Volume 1 Volume 3 || Subspace Detection on Concept Drifting Data Stream

Cao, Jiuwen, Mao, Kezhi, Cambria, Erik, Man, Zhihong, Toh, Kar-Ann

Year:

2015

Language:

english

File:

PDF, 202 KB

english, 2015

33

[IEEE 2014 IEEE International Conference on Data Mining Workshop (ICDMW) - Shenzhen, China (2014.12.14-2014.12.14)] 2014 IEEE International Conference on Data Mining Workshop - Supervised Adaptive-Transfer PLSA for Cross-Domain Text Classification

Zhao, Rui, Mao, Kezhi

Year:

2014

Language:

english

File:

PDF, 685 KB

english, 2014

34

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2014 Volume 2 Volume 4 || Dynamic Texture Video Classification Using Extreme Learning Machine

Cao, Jiuwen, Mao, Kezhi, Cambria, Erik, Man, Zhihong, Toh, Kar-Ann

Year:

2015

Language:

english

File:

PDF, 338 KB

english, 2015

35

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2014 Volume 2 Volume 4 || Recognition of Human Stair Ascent and Descent Activities Based on Extreme Learning Machine

Cao, Jiuwen, Mao, Kezhi, Cambria, Erik, Man, Zhihong, Toh, Kar-Ann

Year:

2015

Language:

english

File:

PDF, 258 KB

english, 2015

36

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2014 Volume 1 Volume 3 || Least Squares Policy Iteration Based on Random Vector Basis

Cao, Jiuwen, Mao, Kezhi, Cambria, Erik, Man, Zhihong, Toh, Kar-Ann

Year:

2015

Language:

english

File:

PDF, 216 KB

english, 2015

37

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2014 Volume 2 Volume 4 || Anomaly Detection with ELM-Based Visual Attribute and Spatio-temporal Pyramid

Cao, Jiuwen, Mao, Kezhi, Cambria, Erik, Man, Zhihong, Toh, Kar-Ann

Year:

2015

Language:

english

File:

PDF, 434 KB

english, 2015

38

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2014 Volume 1 Volume 3 || Extreme Learning Machine Ensemble Classifier for Large-Scale Data

Cao, Jiuwen, Mao, Kezhi, Cambria, Erik, Man, Zhihong, Toh, Kar-Ann

Year:

2015

Language:

english

File:

PDF, 318 KB

english, 2015

39

Semi-Random Projection for Dimensionality Reduction and Extreme Learning Machine in High-Dimensional Space

Zhao, Rui, Mao, Kezhi

Journal:

IEEE Computational Intelligence Magazine

Year:

2015

Language:

english

File:

PDF, 1.71 MB

english, 2015

40

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2015 Volume 1 Volume 6 || A Semi-supervised Low Rank Kernel Learning Algorithm via Extreme Learning Machine

Cao, Jiuwen, Mao, Kezhi, Wu, Jonathan, Lendasse, Amaury

Year:

2016

Language:

english

File:

PDF, 254 KB

english, 2016

41

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2015 Volume 1 Volume 6 || Segmentation of the Left Ventricle in Cardiac MRI Using an ELM Model

Cao, Jiuwen, Mao, Kezhi, Wu, Jonathan, Lendasse, Amaury

Year:

2016

Language:

english

File:

PDF, 269 KB

english, 2016

42

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2015 Volume 1 Volume 6 || Feature Selection and Modelling of a Steam Turbine from a Combined Heat and Power Plant Using ELM

Cao, Jiuwen, Mao, Kezhi, Wu, Jonathan, Lendasse, Amaury

Year:

2016

Language:

english

File:

PDF, 490 KB

english, 2016

43

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2015 Volume 1 Volume 6 || On the Construction of Extreme Learning Machine for One Class Classifier

Cao, Jiuwen, Mao, Kezhi, Wu, Jonathan, Lendasse, Amaury

Year:

2016

Language:

english

File:

PDF, 383 KB

english, 2016

44

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2015 Volume 2 Volume 7 || Wind Power Ramp Events Classification Using Extreme Learning Machines

Cao, Jiuwen, Mao, Kezhi, Wu, Jonathan, Lendasse, Amaury

Year:

2016

Language:

english

File:

PDF, 312 KB

english, 2016

45

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2015 Volume 1 Volume 6 || Parallel Multi-graph Classification Using Extreme Learning Machine and MapReduce

Cao, Jiuwen, Mao, Kezhi, Wu, Jonathan, Lendasse, Amaury

Year:

2016

Language:

english

File:

PDF, 873 KB

english, 2016

46

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2015 Volume 1 Volume 6 || Adaptive Input Shaping for Flexible Systems Using an Extreme Learning Machine Algorithm Identification

Cao, Jiuwen, Mao, Kezhi, Wu, Jonathan, Lendasse, Amaury

Year:

2016

Language:

english

File:

PDF, 453 KB

english, 2016

47

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2015 Volume 1 Volume 6 || The Distance-Based Representative Skyline Calculation Using Unsupervised Extreme Learning Machines

Cao, Jiuwen, Mao, Kezhi, Wu, Jonathan, Lendasse, Amaury

Year:

2016

Language:

english

File:

PDF, 439 KB

english, 2016

48

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2015 Volume 2 Volume 7 || Facial Expression Recognition Based on Ensemble Extreme Learning Machine with Eye Movements Information

Cao, Jiuwen, Mao, Kezhi, Wu, Jonathan, Lendasse, Amaury

Year:

2016

Language:

english

File:

PDF, 383 KB

english, 2016

49

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2015 Volume 2 Volume 7 || Sparse Extreme Learning Machine for Regression

Cao, Jiuwen, Mao, Kezhi, Wu, Jonathan, Lendasse, Amaury

Year:

2016

Language:

english

File:

PDF, 387 KB

english, 2016

50

[Proceedings in Adaptation, Learning and Optimization] Proceedings of ELM-2015 Volume 2 Volume 7 || Contractive ML-ELM for Invariance Robust Feature Extraction

Cao, Jiuwen, Mao, Kezhi, Wu, Jonathan, Lendasse, Amaury

Year:

2016

Language:

english

File:

PDF, 112 KB

english, 2016