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2020 – today
- 2023
[j30]Khaled Akkad
, David He:
A dynamic mode decomposition based deep learning technique for prognostics. J. Intell. Manuf. 34(5): 2207-2224 (2023)- 2022
- [j29]Khalil B. Ramadi, Rhea Mehta, David He, Sichen Chao, Zen Chu, Rifat Atun, Freddy T. Nguyen:
Grass-roots entrepreneurship complements traditional top-down innovation in lung and breast cancer. npj Digit. Medicine 5 (2022) - 2020
- [j28]Jialin Li, David He:
A Bayesian Optimization AdaBN-DCNN Method With Self-Optimized Structure and Hyperparameters for Domain Adaptation Remaining Useful Life Prediction. IEEE Access 8: 41482-41501 (2020) - [j27]Miao He, David He:
A new hybrid deep signal processing approach for bearing fault diagnosis using vibration signals. Neurocomputing 396: 542-555 (2020) - [j26]Jialin Li, Xueyi Li, David He, Yongzhi Qu:
Unsupervised rotating machinery fault diagnosis method based on integrated SAE-DBN and a binary processor. J. Intell. Manuf. 31(8): 1899-1916 (2020) - [c10]Yin Wang, David He, Zillion Lin, Barrett F. Robinson, George Chiu, Jan P. Allebach:
3D shape estimation for smooth surfaces using structured light patterns. 3DMDP 2020
2010 – 2019
- 2019
- [j25]Jialin Li, Xueyi Li, David He:
A Directed Acyclic Graph Network Combined With CNN and LSTM for Remaining Useful Life Prediction. IEEE Access 7: 75464-75475 (2019) - [j24]Xianzhen Huang, Sujun Jin, Xuefeng He, David He:
Reliability analysis of coherent systems subject to internal failures and external shocks. Reliab. Eng. Syst. Saf. 181: 75-83 (2019) - [j23]Jialin Li, Xueyi Li, David He, Yongzhi Qu:
A Novel Method for Early Gear Pitting Fault Diagnosis Using Stacked SAE and GBRBM. Sensors 19(4): 758 (2019) - [c9]Khaled Akkad, David He:
A Hybrid Deep Learning Based Approach for Remaining Useful Life Estimation. ICPHM 2019: 1-6 - 2018
- [j22]Tianxiao Zhang, David He:
A Reliability-Based Robust Design Method for the Sealing of Slipper-Swash Plate Friction Pair in Hydraulic Piston Pump. IEEE Trans. Reliab. 67(2): 459-469 (2018) - [j21]Jason Deutsch, David He:
Using Deep Learning-Based Approach to Predict Remaining Useful Life of Rotating Components. IEEE Trans. Syst. Man Cybern. Syst. 48(1): 11-20 (2018) - [c8]Yongzhi Qu, Yue Zhang, Miao He, David He, Chen Jiao, Zude Zhou:
Gear pitting fault diagnosis using disentangled features from unsupervised deep learning. I2MTC 2018: 1-6 - 2017
- [j20]Jae Yoon, David He, Matthew L. Bolton:
A LAMSTAR Network-Based Human Judgment Analysis. IEEE Trans. Hum. Mach. Syst. 47(6): 951-957 (2017) - [c7]Wang Liu, Tianchi Zhao, David He, Datong Liu:
DSP based module for processing vibration signals of rotation machinery. I2MTC 2017: 1-6 - 2016
- [c6]Wang Liu, Yanlin Ren, David He, Liyan Qiao:
Development of universal FMC carrier card based on PXI Express. UEMCON 2016: 1-6 - 2015
- [j19]Jae Yoon, David He, Brandon Van Hecke:
On the Use of a Single Piezoelectric Strain Sensor for Wind Turbine Planetary Gearbox Fault Diagnosis. IEEE Trans. Ind. Electron. 62(10): 6585-6593 (2015) - 2014
- [j18]Yongzhi Qu, David He, Jae Yoon, Brandon Van Hecke, Eric Bechhoefer, Junda Zhu:
Gearbox Tooth Cut Fault Diagnostics Using Acoustic Emission and Vibration Sensors - A Comparative Study. Sensors 14(1): 1372-1393 (2014) - 2013
- [j17]David He, Ruoyu Li, Junda Zhu:
Plastic Bearing Fault Diagnosis Based on a Two-Step Data Mining Approach. IEEE Trans. Ind. Electron. 60(8): 3429-3440 (2013) - 2012
- [j16]Eric Bechhoefer, Ruoyu Li, David He:
Quantification of condition indicator performance on a split torque gearbox. J. Intell. Manuf. 23(2): 213-220 (2012) - [j15]David He, Ruoyu Li, Eric Bechhoefer:
Stochastic modeling of damage physics for mechanical component prognostics using condition indicators. J. Intell. Manuf. 23(2): 221-226 (2012) - [j14]Pradnya Joshi, Mahindra Imadabathuni, David He, Mohammed Al-Kateb, Eric Bechhoefer:
Application of the condition based maintenance checking system for aircrafts. J. Intell. Manuf. 23(2): 277-288 (2012) - [j13]Ruoyu Li, Ponrit Sopon, David He:
Fault features extraction for bearing prognostics. J. Intell. Manuf. 23(2): 313-321 (2012) - [j12]Ruoyu Li, David He:
Rotational Machine Health Monitoring and Fault Detection Using EMD-Based Acoustic Emission Feature Quantification. IEEE Trans. Instrum. Meas. 61(4): 990-1001 (2012) - [j11]Ruoyu Li, Serap Ulusam Seçkiner, David He, Eric Bechhoefer, Praneet Menon:
Gear Fault Location Detection for Split Torque Gearbox Using AE Sensors. IEEE Trans. Syst. Man Cybern. Part C 42(6): 1308-1317 (2012) - 2011
- [j10]David He, Ruoyu Li, Junda Zhu, Mikhail Zade:
Data Mining Based Full Ceramic Bearing Fault Diagnostic System Using AE Sensors. IEEE Trans. Neural Networks 22(12): 2022-2031 (2011) - 2010
- [c5]David He, Ruoyu Li, Eric Bechhoefer:
Split torque type gearbox fault detection using acoustic emission and vibration sensors. ICNSC 2010: 62-66
2000 – 2009
- 2009
- [j9]Ming Dong, Dong Yang, Yan Kuang, David He, Serap Erdal, Donna Kenski:
PM2.5 concentration prediction using hidden semi-Markov model-based times series data mining. Expert Syst. Appl. 36(5): 9046-9055 (2009) - 2008
- [j8]David He, John Parkinson:
SubSeqer: a graph-based approach for the detection and identification of repetitive elements in low-complexity sequences. Bioinform. 24(7): 1016-1017 (2008) - 2007
- [j7]Ming Dong, David He:
Hidden semi-Markov model-based methodology for multi-sensor equipment health diagnosis and prognosis. Eur. J. Oper. Res. 178(3): 858-878 (2007) - [j6]Pat P. Banerjee, Ruben Avila, David He, Shenliang Wu, Eric Bechhoefer:
Discriminant Analysis Based Prognostics of Avionic Systems. IEEE Trans. Syst. Man Cybern. Part C 37(6): 1318-1326 (2007) - [c4]Vadim Sheinin, Ashish Jagmohan, David He:
Uniform Scalar Quantization Based Wyner-Ziv Coding of Laplace-Markov Source. ICASSP (1) 2007: 513-516 - 2006
- [j5]David He, Arsen Grigoryan:
Joint statistical design of double sampling X and s charts. Eur. J. Oper. Res. 168(1): 122-142 (2006) - 2004
- [c3]David He, Pat P. Banerjee:
Enhancing Simulation Education with a Virtual Presentation Tool. WSC 2004: 1734-1739 - 2003
- [j4]Angela Adamyan, David He:
Sequential failure analysis using counters of Petri net models. IEEE Trans. Syst. Man Cybern. Part A 33(1): 1-11 (2003) - 2002
- [j3]Angela Adamyan, David He:
Analysis of sequential failures for assessment of reliability and safety of manufacturing systems. Reliab. Eng. Syst. Saf. 76(3): 227-236 (2002) - [c2]Angela Adamyan, David He:
Failure and Safety Assessment of Systems using Petri Nets. ICRA 2002: 1919-1924
1990 – 1999
- 1998
- [j2]David He, Andrew Kusiak, Tzu-Liang Tseng:
Delayed product differentiation: a design and manufacturing perspective. Comput. Aided Des. 30(2): 105-113 (1998) - 1997
- [j1]David He, Andrew Kusiak:
Design of assembly systems for modular products. IEEE Trans. Robotics Autom. 13(5): 646-655 (1997) - [c1]Andrew Kusiak, David He:
Design for an Enterprise. ICEIMT 1997: 420-430
Coauthor Index
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