International Journal of Information Science

International Journal of Information Science is a peer-reviewed journal that publishes original papers of high scientific value in all areas of information science. The journal publishes high-quality, refereed articles. It emphasizes a balanced coverage of both theory and practice. It fully acknowledges and vividly promotes a breadth of the discipline of information sciences.

Mu-Song Chen

Editorial Board Member of International Journal of Information Science

Associate Professor, Dept. of EE, Da-Yeh University, Taiwan

Research Areas

Neural Network, Fuzzy System, Neuro-Fuzzy Networks, Pattern Recognition, Image Processing

Education

1991Ph.DElectrical Engineering, University of Texas at Arlington
1988M.S.Electrical Engineering, University of Texas at Arlington
1982B.S.Electronics Engineering, Chung Yuan University

Experience

1992-presentAssociate Professor, Dept. of Electrical Engineering, Da-Yeh University
1999Visiting scholar, MIT Lincoln Laboratory
1989-1991Research Assistant, Neural Network & Image Processing Lab., Dept. of Electrical Engineering, University of Texas at Arlington
1984-1987Testing Engineer, GTE Taiwan Branch

Publications: Journals

[1]  Mu-Song Chen and M.T. Manry, "Conventional Modeling of the Multilayer Perceptron Using Polynomial Basis Functions," IEEE Transactions on Neural Networks, Vol. 4, No. 1, pp. 164-166, Jan. 1993.
[2]  Kamyar Rohani, Mu-Song Chen and M.T. Manry, "Neural Subnet Design by Direct Polynomial Mapping," IEEE Transactions on Neural Networks, Vol. 3, No. 6, pp. 1024-1026, Nov. 1992.
[3]  Mu-Song Chen, "Management and Application of the Extended Memory," Journal of Da-Yeh Institute of Technology, Vol. 1, No. 1, pp. 175-182, Dec. 1992.
[4]  Mu-Song Chen, "Subnet Design of Neural Networks," Journal of Da-Yeh Institute of Technology, Vol. 2., No. 1, pp. 97-108, Dec. 1993.
[5]  Jau-Shi Su and Mu-Song Chen, "A Study and Analysis for Mathematical Model of Automatic Railway Control," Journal of Da-Yeh Institute of Technology, Vol. 2. No. 1, pp. 33-48, Dec. 1993.
[6]  Xianping Jiang, Mu-Song Chen and M.T. Manry, "Analysis and Optimization of Neural Networks for Remote Sensing," Remote Sensing Reviews, Vol. 9, pp. 97-114, 1994.
[7]  Mu-Song Chen, "Modular Multi-Layer Perceptron Neural Networks," Journal of Technology, Vol. 10, No. 4, pp. 63-68, 1995.
[8]  Mu-Song Chen, "The Preprocessing Algorithms of ZIP Code Images," Journal of Da-Yeh Institute of Technology, Vol. 4. No. 1, pp. 131-140, 1995.
[9]  Mu-Song Chen and Fong Hang Liao, "Adaptive Mutation Operators and Its Applications," Journal of Da-Yeh University, Vol. 7. No. 1, pp. 91-101, Dec. 1998.
[10]  Mu-Song Chen and Shinn-Wen Wang, "Fuzzy Clustering Analysis for Optimizing fuzzy Membership Functions," Fuzzy Sets and Systems, Vol. 103. No. 2, pp. 239-254, April 1999.
[11]  Li-Ming Ni, Mu-Song Chen, and Yung-Chang Wong, "A Cost Efficient Scheme for OVSF Code Reassignment with Quality of Service," Communications of IICM (Special Issue on Mobile Communications and Wireless Networks), vol. 7, no. 1, p. 62-74, 2004.
[12]  Nguyen Minh Thanh and Mu-Song Chen, "Image Denoising Using Adaptive Neuro-Fuzzy system," IAENG International Journal of Applied Mathematics, 36:1, 2006.
[13]  Yan Hao Wei, Mu-Song Chen, Chuan Ku Lin, and Chi-Pan Hwang, "Minimal Resource Allocation on CAN Bus Using Radial Basis Function Networks," Lecture Notes in Computer Science, LNCS 4493, pp. 998-1005, 2007. (SCI).
[14]  Mu-Song Chen and Yan Hao Wei, "Online Controller Area Network Message Scheduling : Analysis, Implementation, and Applications," Int. J. Systems, Control and Communication, Vol. 2, No.4, pp. 418-430, 2010.
[15]  Deng-Yuan Huang, Wu-Chih Hu, Chun-Jih Lin, and Mu-Song Chen, "Face recognition based on multi-class support vector machine and fisher linear discriminant method," Far East Journal of Experimental and Theoretical Artificial Intelligence (FEJETAI), Vol. 4, No. 2, pp. 1-13, 2009.
[16]  Mu-Song Chen and Hao-Wei Yen, "Applications of Machine Learning Approach on Multi-Queue Message Scheduling," Expert Systems With Applications, Vol. 38(4), pp. 3323–3335, Apr. 2011.
[17]  Mu-Song Chen and Hao-Wei Yen, "An Online RBF Network Approach for Adaptive Message Scheduling on Controller Area Networks," accepted by Journal of Information Science and Engineering.
[18]  Mu-Song Chen and Hao-Wei Yen, "A State Diagram Analysis of the Multi-Queue M/M/1 Model with Finite," accepted by Journal of Chinese Institute of Engineer.

Publications: Conferences/Workshops/Symposiums

[1]  Mu-Song Chen and M.T. Manry, "Back-Propagation Representation Theorem Using Power Series," International Joint Conference on Neural Networks, San Diego, Vol. I, pp. 643-648, July 1990.
[2]  Mu-Song Chen and M.T. Manry, "Implementation of Polynomial Discriminate Functions on Back-Propagation Paradigm," Conference Record of Midcon, Dallas, Texas, pp. 414-417, Sept. 1990.
[3]  Mu-Song Chen and M.T. Manry, "Basis Vector Analyses of Back-Propagation Neural Networks," Invited Paper, Proceedings of the 34th Midwest Symposium on Circuits and Systems, Monterey, California, May 1991.
[4]  Mu-Song Chen and M.T. Manry, "Power Series Analyses of Back-Propagation Neural Networks", International Joint Conference on Neural Networks, Seattle, Vol. I, pp. 295-300, July 1991.
[5]  Mu-Song Chen and M.T. Manry, "Nonlinear Modeling of Back-Propagation Neural Networks," International Joint Conference on Neural Networks, Seattle, Vol. II, pp. 899, July 1991.
[6]  Kamyar Rohani, Mu-Song Chen and M.T. Manry, "A Mapping Approach for Designing Neural Sub-Nets," International Joint Conference on Neural Networks, Seattle, Vol. II, pp. 987, July 1991.
[7]  K. Rohani, Mu-Song Chen and M.T. Manry, "A Mapping Approach for Designing Neural Sub-Nets," Proceedings of the First IEEE-SP Workshop on Neural Networks for Signal Processing, Princeton, New Jersey, pp. 70-79, Sept. 1991.
[8]  K. Rohani, Mu-Song Chen and Michael T. Manry, "The Design of Multi-Layer Perceptrons for Image Processing, Using Building Blocks," presented at the Texas Symposium of Computer Vision, Graphics, and Image Processing, Austin, Texas, Oct. 1991.
[9]  X. Jiang, Mu-Song Chen, and M.T. Manry, "Compact Polynomial Modeling of the Multi-Layer Perceptron," Conference Record of the Twenty-sixth Annual Asilomar Conference on Signals, Systems, and Computers, Vol. 2, pp.791-795, Oct. 1992.
[10]  Jau-Shi Su and Mu-Song Chen, "The Mathematical Model of the Railway Function and Application in Automatic Railway Control," Proceedings of 1993 Workshop on Computer Applications, pp. 20-29, Apr. 1993.
[11]  Gopalakrishnan, X. Jiang, and Mu-Song Chen, "Constructive Proof of Efficient Pattern Storage in the Multilayer Perceptron," Conference Record of the Twenty-Seventh Annual Asilomar Conference on Signals, Systems, and Computers, Vol. 1, pp. 386-390, Nov. 1993.
[12]  Jau-Shi Su and Mu-Song Chen, "The Minimization Algorithm of Railway Control Variable," Proceedings of 1994 Workshop on Computer Applications, pp. 213-217, Apr. 1994.
[13]  Mu-Song Chen, "Analysis of Free Parameters in Multi-Layer Perceptron Neural Networks," 1994 Second National Conference on Fuzzy Theory and Applications, pp. 25-29, Sept. 1994.
[14]  Mu-Song Chen, Renjean Liou, and Dar-Der Chen, "Mapping Second-Degree Polynomials to Multi-Layer Perceptron Neural Networks," International Symposium on Artificial Neural Networks, Taiwan, pp. 87-92, Dec. 15-17, 1994.
[15]  Dar-Der Chen and Mu-Song Chen, "A Region-Based Object Recognition System with Generic Shape Features," International Symposium on Artificial Neural Networks, Taiwan, pp. 489-492, Dec. 1994.
[16]  Renjean Liou and Mu-Song Chen, "Detection and Classification of Dim Target Tracks," International Symposium on Artificial Neural Networks, Taiwan, pp. 247-252, Dec. 1994.
[17]  Dar-Der Chen and Mu-Song Chen, "A New Approach to Locating, Segmenting and Recognizing Possible Targets," IEEE Singapore International Conference on Signal Processing, Circuits and Systems'95, pp. 326-329, Singapore, July 1995.
[18]  Dar-Der Chen and Mu-Song Chen, "A Partial Shape Recognition Algorithm With A Stored Hierarchical Data Structure," IEEE Singapore International Conference on Signal Processing, Circuits and Systems'95, pp. 203-207, Singapore, July 1995.
[19]  Mu-Song Chen, "The Approximation Theorems of Multi-layer Perceptron Neural Networks," TAAI-95, pp. 277-282, Taipei, Sept. 1995.
[20]  Shinn-Wen Wang and Mu-Song Chen, "Applying Fuzzy Control in Anti-Collision Driving System," TAAI-95, pp. 252-255, Taipei, Sept. 1995.
[21]  Mu-Song Chen, "Constructing Neural Networks by Building Blocks," 1995 International Symposium on Artificial Neural Networks, pp. A3-4~9, Dec. 1995.
[22]  Shinn-Wen Wang and Mu-Song Chen, "Applying Clustering Analysis Method in the Fuzzy Membership Functions," In CD-ROM (242-307.pdf), IASTED International Conf. on Modeling, Simulation and Optimization, Australia, May 6-9, 1996.
[23]  Mu-Song Chen and Shinn-Wen Wang, "Fuzzy Clustering for Parameter Identification of Fuzzy Membership Functions," Proceedings of the 4th International Conference on Soft Computing, Vol. 1, pp. 287-290, Iizuka, Fukuoka, Japan, Oct. 1996.
[24]  Mu-Song Chen, Jinue-Ru Chen, and Shinn-Wen Wang, "Radar Tracking System with Fuzzy Inference Systems," The 2nd Symposium on Computer and Communication Technology Proceedings 1996, pp. 255-263, Taiwan, Oct. 1996.
[25]  Mu-Song Chen and Dar-Der Chen, "Constructive Proof of the Neural Network Approximation Theorems," The Joint Pacific Asian Conf. on Expert Systems/Singapore International Conf. on Intelligent Systems, pp. 423-429, Singapore, Feb. 1997.
[26]  Dar-Der Chen and Mu-Song Chen, "Image Feature Management and Measurement of the Extended Newsip System," The Joint Pacific Asian Conf. on Expert Systems/Singapore International Conf. on Intelligent Systems, pp. 731-736, Singapore, Feb. 1997.
[27]  Mu-Song Chen and Fong Hang Liao, "The Application of Genetic Algorithm in Control Systems", Proceedings of National Computer Symposium 1997, Taiwan, pp. A154-A159, Dec. 1997.
[28]  Mu-Song Chen and Fong Hang Liao, "An Empirical Study of Genetic Algorithms," 1997 Maple V International Conference, pp.72-77, Dec. 1997.
[29]  Renjean Liou and Mu-Song Chen, "Recognition of Table-form Documents Using High Order Correlation Method," 1998 International Joint Conference on Neural Networks, pp. 1851-1856, Alaska, May 1998.
[30]  Mu-Song Chen and Fong Hang Liao, "Crossover Operators with Adaptive Probability," 3rd IEEE Symposium on Intelligence in Neural and Biological Systems, pp. 10-16, Washington, DC, May 1998.
[31]  Mu-Song Chen and Fong Hang Liao, "A Hybrid Genetic Algorithm for Function Optimization," Proceedings of the 5th International Conference on Soft Computing, pp. 809-812, Iizuka, Fukuoka, Japan, Oct. 1998.
[32]  Mu-Song Chen, Fong Hang Liao, and Renjean Liou, "Neural Networks Training Using Genetic Algorithms," IEEE International Conference on Systems, Man, and Cybernetics, San Diego, California, vol. 3, pp. 2636-2441, Oct. 1998.
[33]  Mu-Song Chen, Fong Hang Liao, and ShihFong Lee, "A Correlation-construction Method in Neural Network Learning," Sixth National Conference on Fuzzy Theory and Applications, 060.wdl, Dec.1998.
[34]  Mu-Song Chen and Fong Hang Liao, "Classification of Remote Sensing Images by GA-based Neural Networks," The Progress in Electromagnetics Research Symposium (PIERS 1999), pp. 1851-1856, Mar.1999.
[35]  Mu-Song Chen and Fong Hang Liao, "Genetic Learning of Neural Networks and Its Applications," International Joint Conference on Neural Networks, IJCNN0876.doc, July 1999.
[36]  Mu-Song Chen and Ren-Jean Liou, "An Efficient Learning Method of Fuzzy Inference System," FUZZ-IEEE'99, vol. II, pp. 634-638, Korea, Aug. 1999.
[37]  Mu-Song Chen and Fong Hang Liao, "Neural Classification with Genetic Algorithms," IEEE SMC'99, pp.511, Japan, Oct. 1999.
[38]  Mu-Song Chen, "A Comparative Study of Learning Methods in Tuning Parameters of Fuzzy Membership Functions," IEEE SMC'99, pp.203, Japan, Oct. 1999.
[39]  Cheng-Hsiung Hsieh, Mu-Song Chen, and Michael T. Manry, "An Approach to Exploit Mapping Information From Training Data," PIERS 2000, pp. 572, Boston, July 2000.
[40]  Mu-Song Chen, Cheng-Hsiung Hsieh and Ren-Jean Liou, "Direction Finding Using Recursive MVDR Beamformer," PIERS 2000, pp. 941, Boston, July 2000.
[41]  Ren-Cheng Huang and Mu-Song Chen, "Adaptive Equalization Using Complex-Valued Multilayered Neural Network Based on the Extended Kalman Filter," Proceedings of Signal Processing, pp. 519-524, vol.1, 2000.
[42]  Mu-Song Chen and Ren-Cheng Huang, "The Kalman Filter Based Complex-Valued Neural Networks," Proceedings of the 6th International Conference on Soft Computing, pp. 597-604, Iizuka, Fukuoka, Japan, Oct. 2000.
[43]  Ren-Jean Liou and Mu-Song Chen, "Recursive MVDR for Direction Finding Using Circular Arrays," Proceedings of the 6th International Conference on Soft Computing, pp. 439-444, Iizuka, Fukuoka, Japan, Oct. 2000.
[44]  Ren-Jean Liou, Brian Shu, and Mu-Song Chen, "Classification of Table Form Documents Using High Order Correlation Method," Proceedings of ICS2000, F-116.pdf, Dec. 6-8, 2000.
[45]  Chi-pan Huang, Mu-Song Chen, and Ren-Jean Liou, "An Open Architecture for the Development of Smart Antenna," ISCOM 2001, Nov, 2001.
[46]  Ren-Jean Liou, Mu-Song Chen, and Chi-pan Huang "Recursive Mvdr For Doa Detection Using Circular Arrays," Accepted by International Conference on Computer, Communication and Control Technologies, CCCT 2003.
[47]  Ren-Jean Liou, Kuan-Chiang Kao, Chin-Yung Yeh, Mu-Song Chen, "Reconstruction of Ultrasonic Images Using SAFT," ICICS 2003, 2003 International Conference on Informatics, Cybernetics, and Systems.
[48]  Ren-Jean Liou, Kuang-Chien Kao, Chin-Yung Yeh and Mu-Song Chen, "Flaw Detection and Sizing of Ultrasonic Images Using Wavelet Transform and SAFT," in Proceedings of ISPACS2004, Seoul, Korea, 2004.
[49]  Nguyen Minh Thanh and Mu-Song Chen, "Image Denoising Using Adaptive Neuro-Fuzzy system," The International MultiConference of Engineers and Computer Scientists, pp. 74-79, Hong Kong, June 20-22, 2006.
[50]  Chuan Ku Lin, Hao-Wei Yen, Mu-Song Chen, Chi-Pan Hwang, and Nguyen Minh Thanh, "A Neural Network Approach for Controller Area Network Message Scheduling Control," The International MultiConference of Engineers and Computer Scientists, pp. 36-41, Hong Kong, June 20-22, 2006.
[51]  Yan Hao Wei, Mu-Song Chen, Chuan Ku Lin, and Chi-Pan Hwang, "Minimal Resource Allocation on CAN Bus Using Radial Basis Function Networks," ISNN 2007, Fourth International Symposium on Neural Networks, June 3-7, 2007, Nanjing, China.
[52]  Mu-Song Chen, Hao-Wei Yen, and Thanh Tuan Nguyen, "An Online RBF Network for Message Scheduling on Controller Area Network," ISNN 2008, Fifth International Symposium on Neural Networks, Sept. 24-28, 2008, Beijing, China.
[53]  Mu-Song Chen, Hao-Wei Yen, and Chi-Pan Hwang, "A Probabilistic Approach to Estimate the Message Waiting Time in the EDF Queueing," Cross Strait Tri-Regional Radio Science and Wireless Technology Conference 2009, Aug. 23-26, 2009, Tianjin University, China.
[54]  Mu-Song Chen, Hao-Wei Yen, and Wei-Zhe Chien, "Waiting Time Estimations for Queueing Systems with Dynamic Policy," the 14th Conference on Artificial Intelligence and Applications, Oct. 31, 2009.
[55]  Mu-Song Chen, Hao-Wei Ye, and Deng-Yuan Huang, "A Learnable Message Scheduling Controller with Structure Adaptation on Controller Area Network," the 17th National Conference on Fuzzy Theory and Its Applications, Dec. 18-19, 2009.
[56]  Deng-Yuan Huang, Chun-Jih Lin, Ching-I Chen, and Mu-Song Chen, "Face Recognition Based on Discriminating Features by Histogram Matching Method," the 17th National Conference on Fuzzy Theory and Its Applications, Dec. 18-19, 2009.
[57]  Mu-Song Chen, Hao-Wei Yen, and Hoang-Hiep Le, "A Weighted Fair Queuing Model for Multiclass Messages," Proceedings of 2010 National Symposium on System Science and Engineering, April 8-9, Taipei.
[58]  Le Hoang Hiep, Mu-Song Chen, and Hole Wang, "Geometric Analysis of the Support Vector Machines," 2010 Electronic Technology Symposium, June 18-19, 2010, Kaohsiung.
[59]  Tze-Yee Ho, Mu-Song Chen, Lung-Hsian Yang, Ping-Yu Chu, and Chen-Wen Chang," The Design and Implementation of the Remote Car Based on an USB Controller," 2010 Cross Strait Four-Regional Radio Science and Wireless Technology Seminar, Aug. 22-25, 2010, Hainan, China.
[60]  Jing-Xun Xu, Chipan Hwang, and Mu-Song Chen, "A Wireless Sensor Network Based on the Zigbee to Assist Crop Planting," 2010 Cross Strait Four-Regional Radio Science and Wireless Technology Seminar, Aug. 22-25, 2010, Hainan, China.
[61]  Mu-Song Chen, Tze-Yee Ho, and Chipan Hwang, "A Steady State Analysis of q-M/G/1/Ki Model," 2011 Cross Strait Quad-Regional Radio Science and Wireless Technology Conference, vol. 2, pp. 955-959, July 27-30, Harbin, China.
[62]  Jing-Xuu Xu, Chipan Hwang, and Mu-Song Chen, "A Multi-agent Development Platform Based on IEEE 802.15.4 Protocol and Social Network Technique," 2011 Cross Strait Quad-Regional Radio Science and Wireless Technology Conference, vol. 2, pp. 955-959, July 27-30, Harbin, China.
[63]  Mu-Song Chen, Seng Chi Chen, Deng-Yuan Huang, and Tze-Yee Ho, "A Novel Approach for Message Scheduling with Deadline Constraints," The 2nd International conference on Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC 2011), vol. 7, pp. 5310-5313, Aug. 8-10, 2011, Zhengzhou, China.
[64]  Mu-Song Chen, Tze-Yee Ho, and Chipan Hwang, "An Empirical Study of the Multi-Queue Finite Capacity M/G/1 Model," The 2nd International conference on Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC 2011), vol. 5, pp. 2720-2723, Aug. 8-10, 2011, Zhengzhou, China.
[65]  Tze-Yee Ho, Mu-Song Chen, Li-Yuan Chen, and Lung-Hsian Yang, "The Design of a PMSM Motor Drive with Active Power Factor Correction," The 2nd International conference on Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC 2011), vol. 5, pp. 3451-3454, Aug. 8-10, 2011, Zhengzhou, China.
[66]  Deng-Yuan Huang, Ta-Wei Lin, Wu-Chih Hu, and Mu-Song Chen, "Eye Detection based on Skin Color Analysis with Different Poses under Varying Illumination Environment," The Fifth International Conference on Genetic and Evolutionary Computing, Aug. 29-Sept. 1, 2011, in Xiamen, China.
[67]  Ho Tze-Yee, Mu-Song Chen, and Lin Chih-Hsien, "The design of a flyback converter based on simulation," The International Conference on Electronics, Communications and Control (ICECC2011), Sep. 9-11, 2011, Ningbo, China.
[68]  Deng-Yuan Huang, Wu-Chih Hu, Chuan-Wei Chuang, Mu-Song Chen, and Chien-Chuan Ko, "Gait recognition of different people groups based on Fourier descriptor and support vector machine," IEEE Proceedings of the 11th International Conference on Hybrid Intelligent Systems (HIS2011), Malacca, Malaysia, Dec. 5-8, 2011, pp. xxx-xxx. (EI)