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1

Multi-class pattern classification using neural networks

Guobin Ou, Yi Lu Murphey

Journal:

Pattern Recognition

Year:

2007

Language:

english

File:

PDF, 303 KB

english, 2007

2

Model-based fault diagnosis in electric drives using machine learning

Yi Lu Murphey, Masrur, M.A., ZhiHang Chen, Baifang Zhang

Journal:

IEEE/ASME Transactions on Mechatronics

Year:

2006

Language:

english

File:

PDF, 950 KB

english, 2006

3

[IEEE 2009 IEEE Workshop on Computational Intelligence in Vehicles and Vehicular Systems (CIVVS) - Nashville, TN, USA (2009.03.30-2009.04.2)] 2009 IEEE Workshop on Computational Intelligence in Vehicles and Vehicular Systems - Driver's style classification using jerk analysis

Murphey, Yi Lu, Milton, Robert, Kiliaris, Leonidas

Year:

2009

Language:

english

File:

PDF, 1.55 MB

english, 2009

4

[IEEE 2013 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) - Singapore, Singapore (2013.04.16-2013.04.19)] 2013 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) - Automotive diagnosis typo correction using domain knowledge and machine learning

Huang, Yinghao, Murphey, Yi Lu, Ge, Yao

Year:

2013

Language:

english

File:

PDF, 406 KB

english, 2013

5

[IEEE 2017 IEEE International Conference on Computer and Information Technology (CIT) - Helsinki, Finland (2017.8.21-2017.8.23)] 2017 IEEE International Conference on Computer and Information Technology (CIT) - Sentiment Classification: Feature Selection Based Approaches Versus Deep Learning

Uysal, Alper Kursat, Murphey, Yi Lu

Year:

2017

Language:

english

File:

PDF, 385 KB

english, 2017

6

[IEEE 2018 IEEE Symposium Series on Computational Intelligence (SSCI) - Bangalore, India (2018.11.18-2018.11.21)] 2018 IEEE Symposium Series on Computational Intelligence (SSCI) - Real-time and Robust Driver Yawning Detection with Deep Neural Networks

Xie, Yongquan, Chen, Kexun, Murphey, Yi Lu

Year:

2018

Language:

english

File:

PDF, 265 KB

english, 2018

7

[IEEE 2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose) - San Jose, CA, USA (2011.07.31-2011.08.5)] The 2011 International Joint Conference on Neural Networks - Battery state of charge estimation based on a combined model of Extended Kalman Filter and neural networks

Chen, Zhihang, Qiu, Shiqi, Masrur, M.Abul, Murphey, Yi Lu

Year:

2011

Language:

english

File:

PDF, 538 KB

english, 2011

8

[IEEE 2013 International Joint Conference on Neural Networks (IJCNN 2013 - Dallas) - Dallas, TX, USA (2013.08.4-2013.08.9)] The 2013 International Joint Conference on Neural Networks (IJCNN) - Intelligent speed profile prediction on urban traffic networks with machine learning

Park, Jungme, Murphey, Yi Lu, Kristinsson, Johannes, McGee, Ryan, Kuang, Ming, Phillips, Tony

Year:

2013

Language:

english

File:

PDF, 748 KB

english, 2013

9

[IEEE 2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose) - San Jose, CA, USA (2011.07.31-2011.08.5)] The 2011 International Joint Conference on Neural Networks - A hybrid system ensemble based time series signal classification on driver alertness detection

Xu, Shen, Liu, Ruoqian, Li, Dai, Murphey, Yi Lu

Year:

2011

Language:

english

File:

PDF, 485 KB

english, 2011

10

[IEEE 2011 6th IEEE Conference on Industrial Electronics and Applications (ICIEA) - Beijing, China (2011.06.21-2011.06.23)] 2011 6th IEEE Conference on Industrial Electronics and Applications - Battery hysteresis modeling for state of charge estimation based on Extended Kalman Filter

Qiu, Shiqi, Chen, Zhihang, Masrur, M. Abul, Murphey, Yi Lu

Year:

2011

Language:

english

File:

PDF, 319 KB

english, 2011

11

Multivariate time series prediction of lane changing behavior using deep neural network

Gao, Jun, Murphey, Yi Lu, Zhu, Honghui

Journal:

Applied Intelligence

Year:

2018

Language:

english

File:

PDF, 2.04 MB

english, 2018

12

Optimal Power Management Based on Q-Learning and Neuro-Dynamic Programming for Plug-in Hybrid Electric Vehicles

Liu, Chang, Murphey, Yi Lu

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2019

Language:

english

File:

PDF, 52 KB

english, 2019

13

[IEEE 2019 2nd International Conference on Artificial Intelligence and Big Data (ICAIBD) - Chengdu, China (2019.5.25-2019.5.28)] 2019 2nd International Conference on Artificial Intelligence and Big Data (ICAIBD) - A Personalized Model for Driver Lane-Changing Behavior Prediction Using Deep Neural Network

Gao, Jun, Zhu, Honghui, Murphey, Yi Lu

Year:

2019

Language:

english

File:

PDF, 3.60 MB

english, 2019

14

Registering real and virtual imagery

Yi Lu Murphey, Hongbin Jia, Michael Del Rose

Journal:

Pattern Recognition

Year:

2003

Language:

english

File:

PDF, 362 KB

english, 2003

15

Thermal modeling of controlled atmosphere brazing process using virtual reality technology

Eric B. Ratts, Yi Lu Murphey, Youning Zhou

Journal:

Applied Thermal Engineering

Year:

2000

Language:

english

File:

PDF, 409 KB

english, 2000

16

[IEEE 2011 IEEE Vehicle Power and Propulsion Conference (VPPC) - Chicago, IL, USA (2011.09.6-2011.09.9)] 2011 IEEE Vehicle Power and Propulsion Conference - Power management of passive multi-source hybrid electric vehicle

Zhou, Zhiguang, Mi, Chris, Chen, Zheng, Masrur, Abul, Murphey, Yi Lu

Year:

2011

Language:

english

File:

PDF, 662 KB

english, 2011

17

Intelligent Hybrid Vehicle Power Control—Part II: Online Intelligent Energy Management

Murphey, Yi Lu, Park, Jungme, Kiliaris, Leonidas, Kuang, Ming L., Masrur, M. Abul, Phillips, Anthony M., Wang, Qing

Journal:

IEEE Transactions on Vehicular Technology

Year:

2013

Language:

english

File:

PDF, 1.17 MB

english, 2013

18

[IEEE 2007 IEEE Power Engineering Society General Meeting - Tampa, FL, USA (2007.06.24-2007.06.28)] 2007 IEEE Power Engineering Society General Meeting - Model-Based Fault Diagnosis in Electric Drive Inverters Using Artificial Neural Network

Masrur, M. Abul, Chen, ZhiHang, Zhang, Baifang, Lu Murphey, Yi

Year:

2007

Language:

english

File:

PDF, 250 KB

english, 2007

19

[IEEE 2014 International Joint Conference on Neural Networks (IJCNN) - Beijing, China (2014.7.6-2014.7.11)] 2014 International Joint Conference on Neural Networks (IJCNN) - A computationally efficient neural dynamics approach to trajectory planning of an intelligent vehicle

Luo, Chaomin, Gao, Jiyong, Murphey, Yi Lu, Jan, Gene Eu

Year:

2014

Language:

english

File:

PDF, 1.91 MB

english, 2014

20

[IEEE 2005 IEEE International Joint Conference on Neural Networks, 2005. - MOntreal, QC, Canada (July 31-Aug. 4, 2005)] Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. - Identifying knowledge domain and incremental new class learning in SVM

Hongbin Jia,, Yi Lu Murphey,, Gutchess, D., Tzyy-Shuh Chang,

Year:

2005

Language:

english

File:

PDF, 2.96 MB

english, 2005

21

[IEEE 2014 IEEE Transportation Electrification Conference and Expo (ITEC) - Dearborn, MI (2014.6.15-2014.6.18)] 2014 IEEE Transportation Electrification Conference and Expo (ITEC) - Power management for Plug-in Hybrid Electric Vehicles using Reinforcement Learning with trip information

Liu, Chang, Murphey, Yi Lu

Year:

2014

Language:

english

File:

PDF, 276 KB

english, 2014

22

[IEEE 2013 IEEE 78th Vehicular Technology Conference (VTC Fall) - Las Vegas, NV, USA (2013.09.2-2013.09.5)] 2013 IEEE 78th Vehicular Technology Conference (VTC Fall) - Intelligent Energy Management in a Low Cost Hybrid Electric Vehicle Power System

Murphey, Yi Lu, Park, Jungme, Masrur, M. Abul

Year:

2013

Language:

english

File:

PDF, 470 KB

english, 2013

23

Intelligent Trip Modeling for the Prediction of an Origin–Destination Traveling Speed Profile

Park, Jungme, Murphey, Yi Lu, McGee, Ryan, Kristinsson, Johannes G., Kuang, Ming L., Phillips, Anthony M.

Journal:

IEEE Transactions on Intelligent Transportation Systems

Year:

2014

Language:

english

File:

PDF, 3.11 MB

english, 2014

24

[IEEE 2010 15th IEEE International Conference on Engineering of Complex Computer Systems (ICECCS) - Oxford, United Kingdom (2010.03.22-2010.03.26)] 2010 15th IEEE International Conference on Engineering of Complex Computer Systems - A Multi-agent System for Complex Vehicle Fault Diagnostics and Health Monitoring

Murphey, Yi Lu, Chen, Zhihang

Year:

2010

Language:

english

File:

PDF, 215 KB

english, 2010

25

[IEEE Comput. Soc 15th International Conference on Pattern Recognition - Barcelona, Spain (3-7 Sept 2000)] Proceedings 15th International Conference on Pattern Recognition. ICPR-2000 - Automatic feature selection - a hybrid statistical approach

Yi Lu Murphey,, Hong Guo,

Year:

2000

Language:

english

File:

PDF, 400 KB

english, 2000

26

[IEEE 2003 International Joint Conference on Neural Networks - Portland, OR, USA (20-24 July 2003)] Proceedings of the International Joint Conference on Neural Networks, 2003. - Human head detection using multi-modal object features

Yun Luo,, Yi Lu Murphey,, Khairallah, F.

Year:

2003

Language:

english

File:

PDF, 352 KB

english, 2003

27

[IEEE 2015 IEEE Symposium Series on Computational Intelligence (SSCI) - Cape Town, South Africa (2015.12.7-2015.12.10)] 2015 IEEE Symposium Series on Computational Intelligence - Real Time Drowsiness Detection Based on Lateral Distance Using Wavelet Transform and Neural Network

Ma, Jiaqi, Murphey, Yi Lu, Zhao, Hong

Year:

2015

Language:

english

File:

PDF, 1.10 MB

english, 2015

28

[IEEE International Joint Conference on Neural Networks 2005 - Montreal, Que., Canada (31 July-4 Aug. 2005)] Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. - Protein secondary structure prediction using machine learning

BaiFang Zhang,, Zhihang Chen,, Yi Lu Murphey,

Year:

2005

Language:

english

File:

PDF, 735 KB

english, 2005

29

SPIE Proceedings [SPIE Photonics Technologies for Robotics, Automation, and Manufacturing - Providence, RI (Monday 27 October 2003)] Two- and Three-Dimensional Vision Systems for Inspection, Control, and Metrology - Camera performance considerations for automotive applications

Miller, John W. V., Batchelor, Bruce G., Hugli, Heinz, Murphey, Yi Lu, Khairallah, Farid

Year:

2003

Language:

english

File:

PDF, 93 KB

english, 2003

30

Intelligent typo correction for text mining through machine learning

Huang, Yinghao, Murphey, Yi Lu, Ge, Yao

Journal:

International Journal of Knowledge Engineering and Data Mining

Year:

2015

Language:

english

File:

PDF, 656 KB

english, 2015

31

[IEEE 2016 International Joint Conference on Neural Networks (IJCNN) - Vancouver, BC, Canada (2016.7.24-2016.7.29)] 2016 International Joint Conference on Neural Networks (IJCNN) - MTS-DeepNet for lane change prediction

Wang, Xipeng, Murphey, Yi Lu, Kochhar, Dev S.

Year:

2016

Language:

english

File:

PDF, 937 KB

english, 2016

32

Joint learning sparsifying linear transformation for low-resolution image synthesis and recognition

Wei, Xian, Li, Yuanxiang, Shen, Hao, Xiang, Weidong, Lu Murphey, Yi

Journal:

Pattern Recognition

Year:

2017

Language:

english

File:

PDF, 1.08 MB

english, 2017

33

[IEEE 2016 IEEE Symposium Series on Computational Intelligence (SSCI) - Athens, Greece (2016.12.6-2016.12.9)] 2016 IEEE Symposium Series on Computational Intelligence (SSCI) - Vehicle position and context detection using V2V communication with application to pre-crash detection and warning

Liu, Yifu, Watta, Paul, Jia, Bochen, Murphey, Yi Lu

Year:

2016

Language:

english

File:

PDF, 1.18 MB

english, 2016

34

[IEEE 2016 IEEE Symposium Series on Computational Intelligence (SSCI) - Athens, Greece (2016.12.6-2016.12.9)] 2016 IEEE Symposium Series on Computational Intelligence (SSCI) - Dynamic prediction of drivers' personal routes through machine learning

Yue Dai,, Yuan Ma,, Qianyi Wang,, Murphey, Yi Lu, Qiu, Shiqi, Kristinsson, Johannes, Meyer, Jason, Tseng, Finn, Feldkamp, Timothy

Year:

2016

Language:

english

File:

PDF, 647 KB

english, 2016

35

[IEEE 2016 23rd International Conference on Pattern Recognition (ICPR) - Cancun, Mexico (2016.12.4-2016.12.8)] 2016 23rd International Conference on Pattern Recognition (ICPR) - Joint learning dictionary and discriminative features for high dimensional data

Xian Wei,, Yuanxiang Li,, Hao Shen,, Kleinsteuber, Martin, Murphey, Yi Lu

Year:

2016

Language:

english

File:

PDF, 441 KB

english, 2016

36

[IEEE 2017 IEEE Symposium Series on Computational Intelligence (SSCI) - Honolulu, HI, USA (2017.11.27-2017.12.1)] 2017 IEEE Symposium Series on Computational Intelligence (SSCI) - An SVM parameter learning algorithm scalable on large data size for driver fatigue detection

Xie, Yongquan, Bian, Chengqi, Murphey, Yi Lu, Kochhar, Dev S.

Year:

2017

Language:

english

File:

PDF, 424 KB

english, 2017

37

[IEEE 2017 IEEE Symposium Series on Computational Intelligence (SSCI) - Honolulu, HI, USA (2017.11.27-2017.12.1)] 2017 IEEE Symposium Series on Computational Intelligence (SSCI) - Analytical greedy control and Q-learning for optimal power management of plug-in hybrid electric vehicles

Liu, Chang, Murphey, Yi Lu

Year:

2017

Language:

english

File:

PDF, 375 KB

english, 2017

38

[IEEE 2017 IEEE Symposium Series on Computational Intelligence (SSCI) - Honolulu, HI, USA (2017.11.27-2017.12.1)] 2017 IEEE Symposium Series on Computational Intelligence (SSCI) - Traffic sign recognition with transfer learning

Peng, Xishuai, Li, Yuanxiang, Wei, Xian, Luo, Jianhua, Murphey, Yi Lu

Year:

2017

Language:

english

File:

PDF, 563 KB

english, 2017

39

[IEEE 2017 IEEE Symposium Series on Computational Intelligence (SSCI) - Honolulu, HI, USA (2017.11.27-2017.12.1)] 2017 IEEE Symposium Series on Computational Intelligence (SSCI) - Accurate vehicle position estimation using a Kalman filter and neural network-based approach

Baek, Stanley, Liu, Chang, Watta, Paul, Murphey, Yi Lu

Year:

2017

Language:

english

File:

PDF, 1.01 MB

english, 2017

40

[IEEE 2017 IEEE Symposium Series on Computational Intelligence (SSCI) - Honolulu, HI, USA (2017.11.27-2017.12.1)] 2017 IEEE Symposium Series on Computational Intelligence (SSCI) - Accurate pedestrian path prediction using neural networks

Murphey, Yi Lu, Liu, Chang, Tayyab, Muhammad, Narayan, Divyendu

Year:

2017

Language:

english

File:

PDF, 460 KB

english, 2017

41

Reconstructible Nonlinear Dimensionality Reduction via Joint Dictionary Learning

Wei, Xian, Shen, Hao, Li, Yuanxiang, Tang, Xuan, Wang, Fengxiang, Kleinsteuber, Martin, Murphey, Yi Lu

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2018

Language:

english

File:

PDF, 10.32 MB

english, 2018

42

SAE Technical Paper Series [SAE International International Congress & Exposition - (FEB. 23, 1998)] SAE Technical Paper Series - Thermal Modeling of the Controlled Atmosphere Brazing Process Using Virtual Reality Technology

Murphey, Yi Lu, Ratts, Eric B., Nagi, John, Evans, Tim V.

Year:

1998

Language:

english

File:

PDF, 114 KB

english, 1998

43

Driver Lane Change Prediction Using Physiological Measures

Murphey, Yi lu, Kochhar, Dev S., Watta, Paul, Wang, Xipeng, Wang, Tianyu

Journal:

SAE International Journal of Transportation Safety

Year:

2015

Language:

english

File:

PDF, 2.02 MB

english, 2015

44

[IEEE 2018 24th International Conference on Pattern Recognition (ICPR) - Beijing, China (2018.8.20-2018.8.24)] 2018 24th International Conference on Pattern Recognition (ICPR) - Weather Recognition Based on Edge Deterioration and Convolutional Neural Networks

Shi, Yuzhou, Li, Yuanxiang, Liu, Jiawei, Liu, Xingang, Murphey, Yi Lu

Year:

2018

Language:

english

File:

PDF, 779 KB

english, 2018

45

[ACM Press the 2018 International Conference - Beijing, China (2018.08.18-2018.08.20)] Proceedings of the 2018 International Conference on Artificial Intelligence and Pattern Recognition - AIPR 2018 - Collision Avoidance Control for Advanced Driver Assistance System Based on Deep Discriminant Model

Gao, Jun, Zhu, Honghui, Murphey, Yi Lu

Year:

2018

Language:

english

File:

PDF, 402 KB

english, 2018

46

Detection of Lane-Changing Behavior Using Collaborative Representation Classifier-Based Sensor Fusion

Gao, Jun, Murphey, Yi Lu, Zhu, Honghui

Journal:

SAE International Journal of Transportation Safety

Year:

2018

Language:

english

File:

PDF, 2.09 MB

english, 2018

47

[IEEE 2018 IEEE Symposium Series on Computational Intelligence (SSCI) - Bangalore, India (2018.11.18-2018.11.21)] 2018 IEEE Symposium Series on Computational Intelligence (SSCI) - Domain Adaptation with One-step Transformation

Peng, Xishuai, Li, Yuanxiang, Murphey, Yi Lu, Wei, Xian, Luo, Jianhua

Year:

2018

File:

PDF, 9 KB

2018

48

[IEEE 2018 24th International Conference on Pattern Recognition (ICPR) - Beijing (2018.8.20-2018.8.24)] 2018 24th International Conference on Pattern Recognition (ICPR) - Driving Maneuver Detection via Sequence Learning from Vehicle Signals and Video Images

Peng, Xishuai, Liu, Ruirui, Murphey, Yi Lu, Stent, Simon, Li, Yuanxiang

Year:

2018

Language:

english

File:

PDF, 8 KB

english, 2018

49

[IEEE 2018 IEEE Symposium Series on Computational Intelligence (SSCI) - Bangalore, India (2018.11.18-2018.11.21)] 2018 IEEE Symposium Series on Computational Intelligence (SSCI) - Neural Network Predicting Remote Vehicle Movement with Vehicle-to-Vehicle Data

Breg, Alexander, Murphey, Yi Lu, Yu, Takchoi

Year:

2018

Language:

english

File:

PDF, 263 KB

english, 2018

50

RGB-NIR image categorization with prior knowledge transfer

Peng, Xishuai, Li, Yuanxiang, Wei, Xian, Luo, Jianhua, Murphey, Yi Lu

Journal:

EURASIP Journal on Image and Video Processing

Year:

2018

Language:

english

File:

PDF, 1.38 MB

english, 2018