Welcome to Prof. Shuxue Ding's Home Page

 

Professor

Foundation of Computer Science Lab.

Department of Computer Software

The University of Aizu

Tsuruga, Ikki-Machi, Aizu-Wakamatsu City

Fukushima 965-8580, Japan

 

Tel: +81-242-37-2799

Fax: +81-242-37-2734

E-mail: sdingimage002u-aizu.ac.jp

 

  • Biography
  • Teaching
  • Students
  • To Chinese Scholars and Students　(致中国学者及学生) new
  • Recent research interests:
    • Blind Separation, Independent Component Analysis, and related problems
    • Sparse Representation, Compressive Sensing or Compressive Sampling
    • Statistical and Digital Signal Processing, Brain-Style Signal Processing
    • Intelligent Computing,  Neurocomputing, Awareness Computing
    • Machine Learning
    • Telecommunications
    • Time Reversal Acoustics or Time Reversal Other Waves, Physics, Cosmology
  • A Special Issue on Aware Science and Technology, International Journal of Innovative Computing, Information and Control, Vol. 7, No. 5(B) (May 2011)

              I served as one of the Guest editors, and also contributed to the Preface. We published 12 papers in the special issue that were selected from

           The 1st International Workshop on Aware Computing (IWAC09).

           Notice that the workshop has changed its name as International Conference on Awareness Science and Technology (iCAST). iCAST 2011

  • Selected publications:
    • Peer-Reviewed Articles Published in Journals

[1]   Zuyuan Yang, Guoxu Zhou, Shengli Xie, Shuxue Ding, Jun-Mei Yang, and Jun Zhang, Blind Spectral Unmixing Based on Sparse Nonnegative Matrix Factorization, IEEE Transactions on Image Processing, Vol. 20, No.4, pp.1112-1125 (Apr. 2011).

[2]   Wenlong Liu, Qian Liu, Minglu Jin and Shuxue Ding, An Iterative Algorithm for Joint Beamforming and DoA Estimation, accepted for a publication by International Journal of Innovative Computing, Information and Control , Vol.7, No. 5(B), pp. 3019-3032 (May 2011) .

[3]   Zunyi Tang, Zuyuan Yang and Shuxue Ding, A New Dictionary Learning Method for Sparse Representation, ICIC Express Letters, Vol. 5, No. 5, pp. 1535-1540 (May. 2011).

[4]   Zuyuan Yang, Guoxu Zhou, Shuxue Ding and Shengli Xie, Nonnegative blind source separation by iterative volume maximization with fully nonnegativity constraints, ICIC Express Letters, Vol. 4, No. 6(B), pp. 2329-2334 (Dec. 2010)

[5]   Zuyuan Yang, Shuxue Ding, Shengli Xie, Blind Source Separation by Fully Nonnegative Constrained Iterative Volume Maximization, IEEE Signal Processing Letter, Vol. 17, No. 9, pp. 799-802 (Sep. 2010).

[6]   Wenlong Liu and Shuxue Ding, Performance Analysis of the Iterative Decision Method for Optimal Multiuser Detection, ICIC Express Letters, Vol.3, No.3 (B), pp. 615-620 (Sep. 2009).

[7]   Wenlong Liu and Shuxue Ding, The Diagonal Loading Beamformers for the PAM Communication Systems, International Journal of Innovative Computing, Information and Control, Vol. 5, No. 9, pp. 2907-2916 (Sep. 2009).

[8]   Takahiro Haneda and Shuxue Ding, Pseudo Online Independent Component Analysis for Dynamical Mixing Using Gradient-Optimization, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol.13, No.3, pp.275-283 (May 2009).

[9]   Wenlong Liu and Shuxue Ding, An Efficient Method to Determine the Diagonal Loading Factor Using the Constant Modulus Feature, IEEE Transactions on Signal Processing, Vol.56, No.12, pp.6102-6106 (Dec. 2008).

[10]       Shuxue Ding, Independent Component Analysis via Learning Updating Using a Form of Orthonormal Transformation Based on the Diagonalization Principle, International Journal of Innovative Computing, Information and Control, Vol.3, No. 5, pp.1219-1235 (2007).

[11]       Zhaoshui He, Shengli Xie, Shuxue Ding and Andrzej Cichocki, Convolutive Blind Source Separation in the Frequency Domain Based on Sparse Representation, IEEE Transactions on Audio, Speech and Language Processing, Vol.15, No.5, pp.1551-1563 (2007).

[12]       Shuxue Ding, Jie Huang, Daming Wei and Andrzej Cichocki, A Near Real-Time Approach for Convolutive Blind Source Separation, IEEE Transactions on Circuits and Systems, Part I: Regular Papers, Vol.53, No.1, pp.114-128 (2006).

[13]       Shuxue Ding, Andrzej Cichocki, Jie Huang and Daming Wei, Blind Source Separation of Acoustic Signals in Realistic Environments Based on ICA in the Time-Frequency Domain, Journal of Pervasive Computing and Communications, Vol.1, No.2, pp.89-99 (2005).

[14]       Wenxi Chen, Daming Wei, Shuxue Ding, Michael Cohen, Hui Wang, Shigeru Tokinoya and Naotoshi Takeda, A Scalable Mobile Phone-Based System for Multiple Vital Signs Monitoring and Healthcare, Journal of Pervasive Computing and Communications, Vol.1, No.2, pp.157-163, (2005).

[15]       Shuxue Ding, Xin Zhu, Wenxi Chen, Daming Wei, Derivation of Respiratory Signal from Single-Channel ECGs Based on Source Statistics, International Journal of Bioelectromagnetism, Vol.6, No.2, pp.43-49, (2004).

[16]       Shuxue Ding, Jie Huang and Daming Wei, Real-Time Blind Source Separation of Acoustic Signals with a Recursive Approach. International Journal of Computational Intelligence and Applications, Vol. 4, No. 2, pp.193-206, (2004).

[17]       Shuxue Ding, Evolution and Fate of Perturbed Bartnik-McKinnon Space-time, Physics Letters, Vol.370 B, pp.22-28, (1996).

[18]       Shuxue Ding, Yasushige Maeda, and Masaru Siino, Four Dimensional Quantum Topology Changes of Spacetimes, Journal of Mathematical Physics, Vol.37, pp.5611-5626, (1996).

[19]       Shuxue Ding, Yasushige Maeda, and Masaru Siino, Topology Changes by Quantum Tunneling in Four Dimensional Gravity, Physics Letters, Vol.354 B, pp.46-51, (1995).

[20]       Shuxue Ding, Cosmological Sphaleron from Real Tunneling and Its Fate, Physical Review D, Vol.50, pp.3755-3759, (1994).

[21]       Ing An, Shuxue Ding, and He-Shan Song, Charged Vortices in an Abelian Higgs Model with Chern-Simons Term at Finite Temperature, Communications in Theoretical Physics, Vol.20, pp.231-238, (1993).

[22]       Shuxue Ding, Topology Changing Solutions of (2+1)-dimensional Einstein-Cartan Theory, Classical and Quantum Gravity, Vol.10, pp. 851-858, (1993).

[23]       Akio Hosoya and Shuxue Ding, Wick Rotation in Topology Change by Tunneling in (2+1)-dimensional Einstein Gravity, Vistas in Astronomy, Vol.37, pp.617-620, (1993).

[24]       Shuxue Ding, He-Shan Song, and Ing An, Anyon Solution of an Abelian Gauge Field Coupling with Torsion, Communications in Theoretical Physics, Vol.19, pp.357-360, (1993).

[25]       Akio Hosoya and Shuxue Ding, Topology Change by Tunneling in Semi-classical Einstein Gravity-Time Slice in (2+1)-Dimensional Toy Model, Classical and Quantum Gravity, Vol.10, pp.695-701, (1993).

[26]       He-Shan Song, Shuxue Ding, and Ing An, Statistical Mechanical Properties of the q-Oscillator System, Journal of Physics, Vol.A 26, pp.5197-5205, (1993).

[27]       He-Shan Song, Shuxue Ding, and Ing An, Chern-Simons Gauge Theory and Ginzburg- Landau Type Theories 2. Non-abelian Cases, Communications in Theoretical Physics, Vol.18, pp.353-356, (1992).

[28]       He-Shan Song, Shuxue Ding, and Ing An, Chern-Simons Gauge Theory and Ginzburg- Landau Type Theories 1: Abelian Cases, Communications Theoretical Physics, Vol.17, pp.381-384, (1992).

[29]       Shuxue Ding, He-Shan Song, and Ing An, Chern-Simons Gauge Theory and Anyon at Finite Temperature, Communications Theoretical Physics, Vol.16, pp.325-330, (1991).

[30]       Shuxue Ding, He-Shan Song, and Ing An, Gravitational Correction to Hyperfine Structure, Communications Theoretical Physics, Vol.13, pp.533-542, (1990).

 

    • Other Peer-Reviewed Publications

[31]       Wenlong Liu, Qian Liu, Jianfeng Li, Minglu Jin, Shuxue Ding, An Iterative Algorithm for Joint Beamforming and DoA Estimation, Proc. The 1st International Workshop on Aware Computing (IWAC09, Sep. 17-18, 2009), pp.674-678 (2009)

[32]       Takahiro Haneda and Shuxue Ding, A Robust Gradient-Descent Algorithm for On-Line Independent Component Analysis Based on Negentropy Maximization, Proc. Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on advanced Intelligent Systems (SCIS & ISIS 2008, IEEE sponsored, Nagoya, Japan, Sep. 17-21, 2008), pp. 870-875 (2008)

[33]       Wenlong Liu and Shuxue Ding, A "Decision and Re-solving" Beamformer for the PAM Communication System, Proc. International Conference on Innovative Computing, Information and Control 2008 (ICICIC-08, IEEE sponsored, Dalian, China, Jun. 18-20, 2008), IEEE Computer Society, pp.352-355 (2008).

[34]       Wenlong Liu and Shuxue Ding, An Efficient Method to Determine the Diagonal Loading Factor for PAM Communication System, Proc. 2007 IEEE International Conference on Computer and Information Technology (CIT 2007, IEEE sponsored, Aizu-Wakamatsu, Japan, Oct. 16-19, 2007), pp. 116-121 (2007).

[35]       Wenlong Liu and Shuxue Ding, Multiuser Detections Based on Global Optimality Necessary Conditions for Binary Quadratic Programming, Proc. International Conference on Innovative Computing, Information and Control 2007 (ICICIC-07, IEEE sponsored, Kumamoto, Japan, Sep. 5-7, 2007), 0-7695-2882-1/07 IEEE (2007).

[36]       Shuxue Ding, Independent Component Analysis Based on Learning Updating with Forms of Matrix Transformations and the Diagonalization Principle, Proc. Japan-China Joint Workshop on Frontier of Computer Science & Technology (FCST'06, Aizu-Wakamatsu, Japan, Nov. 17-18, 2006), pp.203-209 (2006).

[37]       Shuxue Ding, Independent Component Analysis without Predetermined Learning Parameter, Proc. 2006 IEEE International Conference on Computer and Information Technology (CIT 2006, IEEE sponsored, Seoul, Korea, Sep. 20-22, 2006), pp. 135-139 (2006).

[38]       Shuxue Ding, A Power Iteration Algorithm for ICA Based on Diagonalizations of Non-Linearized Covariance Matrix, Proc. International Conference on Innovative Computing, Information and Control 2006 (ICICIC-06, IEEE sponsored, Beijing, China, Aug. 30-Sep.1, 2006). pp.730-733 (2006).

[39]       Xin Zhu, Wenxi Chen, Shuxue Ding, Hikaru Tsuchida, Michael Cohen, and Daming Wei, Monitoring electrocardiograms via a mobile network system using cellular phones, Advances in Electrocardiology 2004: Proc. the 31th International Congress on Electrocardiology (Kyoto, June 2004), Eds. M. Hiraoka, S. Ogawa, I. Kodama, and H. Inoue, World Scientific, ISBN:9812561072, pp. 700-704 (2005).

[40]       Shuxue Ding, Jie Huang, Daming Wei and Sadao Omata, Real-Time Independent Component Analysis Based on Gradient Learning with Simultaneous Perturbation Stochastic Approximation. Lecture Notes in Artificial Intelligence (ISSN: 0302-9743, SCI Master Journal List) 3214 (Subseries of Lecture Notes in Computer Science), Eds. Mircea GH. Negoita, Robert J. Howlett and Lakhmi Jain, Part II, pp. 366-374, Springer-Verlag (2004).

[41]       Wenxi Chen, Daming Wei, Michael Cohen, Shuxue Ding, Shigeru Tokinoya, Naotoshi Takeda, Development of a Scalable Healthcare Monitoring Platform. Proc. CIT2004 (The 4th International Conference on Computer and Information Technology), Eds. Daming Wei, Hui Wang, Zhiyong Peng, Atsushi Kara and Yanxiang He, pp. 912-915, IEEE Computer Society Press (2004).

[42]       Yoshiyuki Toyoda, Jie Huang, Shuxue Ding, Yong Liu, Environmental Sound Recognition by Multilayered Neural Networks, Proc. CIT2004 (The 4th International Conference on Computer and Information Technology), Eds. Daming Wei, Hui Wang, Zhiyong Peng, Atsushi Kara and Yanxiang He, pp. 123-127, IEEE Computer Society Press (2004).

[43]       Shuxue Ding, Jie Huang, Daming Wei and Sadao Omata, Signal Extensions in Independent Component Analysis and Its Application for Real-Time Processing. Proc. CIT2004 (The 4th International Conference on Computer and Information Technology), Eds. Daming Wei, Hui Wang, Zhiyong Peng, Atsushi Kara and Yanxiang He, pp. 839-844, IEEE Computer Society Press (2004).

[44]       Shuxue Ding, Daming Wei and Sadao Omata, An Algorithm for Real-Time Independent Component Analysis in Dynamic Environments, Proc. MWSCAS 2004 (The 2004 IEEE International Midwest Symposium on Circuits and Systems, Hiroshima, Japan, July 25-28, 2004), pp. III-105-III-108 (2004).

[45]       Takeshi Hanada, Tetsuya Hoya, Shuxue Ding, Allan Kardec Barros, Yoshihisa Ishida, Combined subband independent component analysis and neural memory for blind speech extraction. Proc. ITC-CSCC 2004 (The 2004 International Technical Conference on Circuits/Systems, Computers and Communications), pp. 6B2L-1-1-6B2L-1-4 (2004).

[46]       Yoshiyuki Toyoda, Jie Huang, Shuxue Ding and Yong Liu, Environmental Sound Recognition by the Instantaneous Spectrum Combined with the Time Pattern of Power, Proc. NCI 2004 (The 2nd IASTED International Conference on Neural Networks and Computational Intelligence), No. 413-055, pp. 169-172 (2004).

[47]       Jie Huang, Yoshinobu Utsuno and Shuxue Ding, Computational Implementation and Evaluation for the Echo-Avoidance Model of the Precedence Effect, Proc. MIC 2004 (The 23rd IASTED International Conference on Modeling, Identification, and Control), No. 412-147, pp. 506-511 (2004).

[48]       Masayuki Uchida, Shuxue Ding, Wenxi Chen, Tetsu Nemoto, Daming Wei, An Approach for Extractions of Pulse and Respiration Information from Pulsatile Pressure Signals. Proceedings CD-ROM of APBME2003 (IEEE EMBS Asian-Pacific Conference on Biomedical Engineering 2003), No. 019266-1 (2003).

[49]       Shuxue Ding, Toru Hikichi, Teruo Niitsuma, Masahiro Hamatsu and Kazuyoshi Sugai, Recursive Method for Blind Source Separation and Its Applications to Real-Time Separations of Acoustic Signals. Proc. ICA2003 (Fourth International Symposium on Independent Component Analysis and Blind Signal Separation, Nara, Japan, Apr. 1-4, 2003), Eds. Shun-ichi Amari, Andrzej Cichocki, Shoji Makino and Noboru Murata, pp. 517-522 (2003).

[50]       Shuxue Ding and Jie Huang, Recursive Approach for Real-Time Blind Source Separation of Acoustic Signals. Lecture Notes in Artificial Intelligence 2773 (ISSN: 0302-9743, SCI Master Journal List) (Subseries of Lecture Notes in Computer Science), Eds. Vasile Palade, Robert J. Howlett and Lakhmi Jain, Part I, pp. 1455-1462, Springer-Verlag (2003).

 

    • Non-Reviewed Publications

[1]   Yoshiyuki Toyoda, Jie Huang, Shuxue Ding and Yong Liu, Environmental Sound Recognition by the Instantaneous Spectrum Combined with the Pattern of Power, 1st Symposium in 2003 of Tohoku Open Internet Community, Nihon University, Koriyama, Nov. 2003.

[2]   Shuxue Ding, Teruo Niitsuma, and Kazuyoshi Sugai, New Algorithms for ICA via Simultaneous Perturbation Stochastic Approximation Method, Technical Report of IEICE, NC2001-80, pp.75-82, (2001).

[3]   Shuxue Ding, Masashi Otsuka, Masaki Ashizawa, Teruo Niitsuma, and Kazuyoshi Sugai, Blind Source Separation of Real-World Acoustic Signals Based on ICA in Time-Frequency Domain, Technical Report of IEICE, EA2001-1, SP2001-1, pp.1-8, (2001).

[4]   Shuxue Ding, Teruo Niitsuma, and Kazuyoshi Sugai, Rake Combining by LLRs of Multi-Paths with Correlated Interferences and Noises, Technical Report of IEICE, SST2000-14, pp.45-50, (2000).

 

    • Prepared Talks in Recent Ten Years

[1]   FCST'06 (Japan-China Joint Workshop on Frontier of Computer Science & Technology 2006), Aizu-Wakamatsu, Japan, “Independent Component Analysis Based on Learning Updating with Forms of Matrix Transformations and the Diagonalization Principle”, Nov. 17-18, 2006

[2]   CIT 2006 (2006 IEEE International Conference on Computer and Information Technology), Seoul, Korea, "Independent Component Analysis without Predetermined Learning Parameter", Sep. 2006.

[3]   ICICIC-06 (International Conference on Innovative Computing, Information and Control 2006), IEEE sponsored, Beijing, China, "A Power Iteration Algorithm for ICA Based on Diagonalizations of Non-Linearized Covariance Matrix", Aug. 2006.

[4]   Invited Sessions of KES2004 (The 8th International Conference on Knowledge Based Intelligent Information & Engineering Systems), Wellington, New Zealand, “Real-Time Independent Component Analysis Based on Gradient Learning with Simultaneous Perturbation Stochastic Approximation”, Sep. 2004.

[5]   CIT2004 (The 4th International Conference on Computer and Information Technology), “Signal Extensions in Independent Component Analysis and Its Application for Real-Time Processing”, Wuhan, China, Sep. 2004.

[6]   MWSCAS 2004 (The 2004 IEEE International Midwest Symposium on Circuits and Systems), Hiroshima, Japan, “An Algorithm for Real-Time Independent Component Analysis in Dynamic Environments”, Jul. 2004.

[7]   Invited Sessions of KES’2003 (7th International Conference on Knowledge-Based Intelligent Information & Engineering Systems), University of Oxford, United Kingdom, “Recursive Approach for Real-Time Blind Source Separation of Acoustic Signals”, Sep. 2003.

[8]   4th International Symposium on Independent Component Analysis and Blind Signal Separation Nara, Japan, “Recursive Method for Blind Source Separation and Its Applications to Real-Time Separations of Acoustic Signals”, Apr. 2003.

[9]   Neural Computing Symposium, IEICE, Tokyo, “New Algorithms for ICA via Simultaneous Perturbation Stochastic Approximation Method”, Oct. 2001.

[10]       Applied Acoustic and Speech Processing Symposium, IEICE, Tokyo, “Blind Source Separation of Real-World Acoustic Signals Based on ICA in Time-Frequency Domain”, Apr. 2001.

[11]       Spread Spectrum Technology Symposium, IEICE, Nagoya, “Rake Combining by LLRs of Multi-Paths with Correlated Interferences and Noises”, Sep. 2000.

[12]       Autumn Conference, Japanese Physical Society, Kasugai, “Evolution and Fate of Perturbed Bartnik-McKinnon Space-time”, Sep. 1995.

[13]       Autumn Conference, Japanese Physical Society, Yamagata, “Cosmological Sphaleron from Real Tunneling and Its Fate”, Sep. 1994.

 

    • Degree Thesis

[1]   Global Structures, Stabilities and Cosmological Implications of Einstein-Yang-Mills Systems, Doctoral Dissertation, Tokyo Institute of Technology (Report No. A-3120, Registered No. 1644142), March 1996.

[2]   Torsion Effects on Cosmology and Astronomy and Evidences for New General Gravity, Master Degree Thesis, Dalian University of Technology, December 1988.

 

  • Patents

[1]   Shuxue Ding, Device for Speaker Selection and Method (The title in Japanese: 音源選択装置および方法), Japan Patent pending, No. 2004-287311, Apply: Mar. 2003, Pending: Oct. 2004.

[2]   Shuxue Ding, Method and Device for Speaker Selection (The title in Japanese: 音源選択方法及び音源選択装置), Japan Patent pending, No. 2004-272129, Apply: Mar. 2003, Pending: Sep. 2004.

[3]   Shuxue Ding and Teruo Niitsuma, Device for Blind Source Separation Processing (The title in Japanese: ブラインド信号分離処理装置), Japan Patent pending, No.2003-78423, IPC Class: H04N 5/232, Apply: Sep.2001, Pending: Mar. 2003.

[4]   Shuxue Ding and Teruo Niitsuma, Rake Receiver and Communication System by Combining Log-Likelihood Ratio (The title in Japanese: 対数尤度比に基づくレイク受信装置及び通信システム), Japan Patent pending, No. 2002-198862, IPC Class: H04B 7/02, Apply: Dec. 2000, Pending: Jul. 2002.

[5]   Shuxue Ding, Rake Receiver for DS-CDMA Communication Systems (The title in Japanese: DS-CDMA方式のレイク受信装置), Japan Patent pending, No.2002-57603, IPC Class: HO4B 7/02, Apply: Aug. 2000, Pending: Feb. 2002.

 

Shuxue Ding / Apr. 1st, 2011