Welcome to Prof. Shuxue Ding's Home Page

 


Professor

Cognitive Science Laboratory

School of Computer Science and Engineering

and

Graduate School

The University of Aizu

Tsuruga, Ikki-Machi, Aizu-Wakamatsu City

Fukushima 965-8580, Japan

 

Tel: +81-242-37-2799

Fax: +81-242-37-2735

E-mail: sdingimage002u-aizu.ac.jp

 

The profile page of Prof. Shuxue Ding at the university cite


  • Biography
  • Teaching
  • Students
  • 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
  • Recent activities:

o    Our paper: gAnalysis Dictionary Learning Based on Summation of Blocked Determinants Measure of Sparsenessh won the Best Paper Award of 2015 IEEE International Conference on Digital Signal Processing (DSP 2015, July 21-24, 2015, Singapore). The related News of the University of Aizu.

o    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). The workshop has changed its name as International Conference on

                      Awareness Science and Technology (iCAST) since 2011.

  • Selected publications (For citation information please access the list of publication in Google Scholar):
    • Peer-Reviewed Articles Published in Journals

[1]   Xiang Li, Shuxue Ding, Zhenni Li, and Benying Tan, Device-Free Localization via Dictionary Learning with Difference of Convex Programming, IEEE Sensors Journal, Vol. 17, No. 17, pp. 5599-5608 (Sept. 2017); Code; Erratum.

[2]   Zhenni Li, Takafumi Hayashi, Shuxue Ding, and Yujie Li, Dictionary learning with the L1/2-regularizer and the coherence penalty and its convergence analysis, International Journal of Machine Learning and Cybernetics, doi:10.1007/s13042-017-0649-9, pp. 1-14 (Mar. 2017).

[3]   Zhenni Li, Shuxue Ding, Takafumi Hayashi, and Yujie Li, Analysis Dictionary Learning Using Block Coordinate Descent with Proximal Operators, Neurocomputing (Elsevier), Vol. 239, C, pp. 165-180 (May. 2017).

[4]   Zhenni Li, Shuxue Ding, Takafumi Hayashi, and Yujie Li, Incoherent Dictionary Learning with Log-regularizer Based on Proximal Operators, Digital Signal Processing (Elsevier), Vol. 63, No. 4, pp. 86-99 (Jan. 2017).

[5]   Guinan Wang, Hongjuan Zhang, Shiwei Yu, and Shuxue Ding, A family of the subgradient algorithm with several cosparsity inducing functions to the cosparse recovery problem, Pattern Recognition Letters, Vol. 80, pp. 64-69 (Sept. 2016).

[6]   Yujie Li, Shuxue Ding, and Zhenni Li, Dictionary learning with the cosparse analysis model based on summation of blocked determinants as the sparseness measure, Digital Signal Processing (Elsevier), Vol. 48, No. 10, pp. 298-309 (Oct. 2015).

[7]   Pingmei Cai, Guinan Wang, Hongjuan Zhang, Shuxue Ding, and Zikai Wu, Sparse Electrocardiogram Signals Recovery Based on Solving a Row Echelon-Like Form of System, IET Systems Biology, Vol. 10, No. 1, pp. 34-40, doi: 10.1049/iet-syb.2015.0002 (Feb. 2016).

[8]   Yujie Li, Shuxue Ding, Zhenni Li, Dictionary Learning with the Cosparse Analysis Model Based on Summation of Blocked Determinants as the Sparseness Measure, has been accepted by Digital Signal Processing (Elsevier), Sept. 2015.

[9]   Zhenni Li, Shuxue Ding, and Yujie Li, A Fast Algorithm for Learning Overcomplete Dictionary for Sparse Representation Based on Proximal Operators, Neural Computation, Vol. 27, pp. 1951-1982 (Sept. 2015).

[10]       Hongjuan Zhang, Guinan Wang, Pingmei Cai, Zikai Wu, and Shuxue Ding, A Fast Blind Source Separation Algorithm Based on the Temporal Structure of Signals, Neurocomputing (Elsevier), Vol. 139, No. 9, pp. 261-271 (Sept. 2014).

[11]       Yan Sun, Ying Bai, Shuxue Ding, Yi-Yuan Tang, Yifen Cui and Yan Wang, Intelligent Diagnostic System for Cerebrovascular Diseases Based on a Bayesian Network with Information Gain, International Journal of Innovative Computing, Information and Control, Vol. 9, No. 11, pp. 4545-4554 (Nov. 2013).

[12]       Zhenni Li, Changshui Yu, Shuxue Ding, Zunyi Tang, Nondestructive Probing Scheme of Quantum State without Quantum Correlation, International Journal of Theoretical Physics, 7 pages, doi:10.1007/s10773-013-1673-5  (July 2013).

[13]       Xiaohong Ma, Shuxue Ding, Liangsheng Wei and Jie Yang, Blind Identification of Underdetermined Mixing Matrix and Source Separation by Finding and Solving a Row Echelon-Like Form of System in the Time-Frequency Domain, ICIC Express Letters, Part B: Applications, Vol. 4, No. 3, pp.739-746 (Jun. 2013).

[14]       Zunyi Tang and Shuxue Ding, Dictionary Learning with Incoherence and Sparsity Constraints for Sparse Representation of Nonnegative Signals, IEICE Transactions on Information and Systems, Vol. E96-D, No.5, pp.1192-1203, doi:  10.1587/transinf.E96.D.1192 (May 2013).

[15]       Zunyi Tang, Shuxue Ding, Zhenni Li, Linlin Jiang, Dictionary Learning Based on Nonnegative Matrix Factorization using Parallel Coordinate Descent, Abstract and Applied Analysis, Volume 2013, Article ID 259863, 11 pages, doi:10.1155/2013/259863 (June 2013).

[16]       Yan Sun and Shuxue Ding, An Enhanced Wu-Huberman Algorithm with Pole Point Selection Strategy, Abstract and Applied Analysis, Vol. 2013, Article ID 589386, 6 pages, doi:10.1155/2013/589386 (May 2013).

[17]       Zunyi Tang and Shuxue Ding, A Method of Sparse Nonnegative Matrix Factorization for Feature Extraction, ICIC Express Letters, Vol. 3, No. 6, pp. 1557-1564 (Dec. 2012).

[18]       Zuyuan Yang, Yong Xiang, Shengli Xie, Shuexue Ding, and Yue Rong, Nonnegative blind source separation by sparse component analysis based on determinant measure, IEEE Transactions on Neural Networks and Learning Systems, Vol. 23, No. 10, pp.1601-1610 (Oct. 2012).

[19]       Xuan Guo, Yoshiyuki Toyoda, Huankang Li, Jie Huang, Shuxue Ding, and Yong Liu, Environmental Sound Recognition Using Time-Frequency Intersection Patterns, Applied Computational Intelligence and Soft Computing, Vol. 2012, Article ID 650818, 6 pages doi : 10.1155/2012/650818 (Apr. 2012).

[20]       Zunyi Tang, Shuxue Ding, and Zuyuan Yang, Dictionary Learning for Sparse Representation by Nonnegative Matrix Factorization with Constraint of Determinant-Type of Maximization, ICIC Express Letters, Vol. 6, No. 2, pp. 509-515 (Feb. 2012).

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

[22]       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).

[23]       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).

[24]       Yan Sun, Yiyuan Tang, Shuxue Ding, Shipin Lv, Yifen Cui, Diagnose the mild cognitive impairment by constructing Bayesian network with missing data, Expert Systems with Applications (Elsevier), Vol. 38, No. 1, pp. 442–449 (Jan. 2011).

[25]       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)

[26]       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).

[27]       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).

[28]       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).

[29]       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).

[30]       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).

[31]       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).

[32]       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).

[33]       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).

[34]       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).

[35]       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).

[36]       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).

[37]       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).

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

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

[40]       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).

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

[42]       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).

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

[44]       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).

[45]       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).

[46]       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).

[47]       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).

[48]       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).

[49]       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).

[50]       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).

[51]       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

[52]       Zhenni Li, Shuxue Ding and Yujie Li, Dictionary Learning with l1/2 regularizer for Sparsity Based on Proximal Operator, accepted by The 7th IEEE International Conference on Awareness Science and Technology (iCAST 2015, Qinhuangdao, China, September 22-24, 2015).

[53]       Xiaohong Ma, Shuxue Ding, Jifei Song and Dongyan Zhu, Underdetermined Blind Separation of Weak Sparse Sources via Matrix Transform Layer by Layer in the Time-Frequency Domain, accepted by The 7th IEEE International Conference on Awareness Science and Technology (iCAST 2015, Qinhuangdao, China, September 22-24, 2015).

[54]       Yujie Li, Shuxue Ding and Zhenni Li, Analysis Dictionary Learning Based on Summation of Blocked Determinants Measure of Sparseness, Proc. 2015 IEEE International Conference on Digital Signal Processing (DSP 2015, July 21-24, 2015, Singapore), pp. 224-228 (Best Paper Award).

[55]       Zhenni Li, Shuxue Ding and Yujie Li, Dictionary Learning with Log-regularizer for Sparse Representation, Proc. 2015 IEEE International Conference on Digital Signal Processing (DSP 2015, July 21-24, 2015 in Singapore), pp. 609-613.

[56]       Yujie Li, Shuxue Ding, Zhenni Li and Wuhui Chen, Nonnegative Dictionary-Learning Algorithm for the analysis model based on L1 norm, Proc. 4th International Congress on Advanced Applied Informatics (IIAI-AAI-ICSCAI-2015, July 12-16, 2015, Okayama, Japan), pp. 495-499.

[57]       Yujie Li, Shuxue Ding, and Zhenni Li, A Dictionary-Learning Algorithm for the Analysis Sparse Model with a Determinant-Type of Sparsity Measure, Proc. the 19th International Conference on Digital Signal Processing (DSP 2014, Hong Kong, August 20-23, 2014), pp. 152-156.

[58]       Zhenni Li, Shuxue Ding, Yujie Li, Zunyi Tang, and Wuhui Chen, Improving dictionary learning using the Itakura-Saito divergence, Proc. 2014 IEEE China Summit & International Conference on Signal and Information Processing (ChinaSIP 2014, Xifan, China, July 9-13, 2014), pp. 733 -737.

[59]       Zunyi Tang, Toshiyo Tamura, Shuxue Ding, and Zhenni Li, Sparse Representation and Dictionary Learning Based on Alternating Parallel Coordinate Descent, Proc. The 5th IEEE International Conference on Awareness Science and Technology (iCAST 2013, Aizu-Wakamatsu, Japan, November 2-4, 2013), pp. 491-496.

[60]       Wenlong Liu, Nana Sun, Minglu Jin, and Shuxue Ding, A Low Complexity Detection for the Binary MIMO System Using Lagrange Multipliers, Proc. The 5th IEEE International Conference on Awareness Science and Technology (iCAST 2013, Aizu-Wakamatsu, Japan, November 2-4, 2013), pp. 486-490.

[61]       Linlin Chen, Jifei Song, Xiaohong Ma, and Shuxue Ding, One Source Signal Extraction Based on Metrics Transform, Proc. The 5th IEEE International Conference on Awareness Science and Technology (iCAST 2013, Aizu-Wakamatsu, Japan, November 2-4, 2013), pp. 508-512.

[62]       Zhenni Li, Zunyi Tang, and Shuxue Ding, Dictionary Learning by Nonnegative MatrixFactorization with ℓ1/2-Norm Sparsity Constraint, Proc. 2013 IEEE International Conference on Cybernetics (CYBCONF 2013, Lausanne, Switzerland, 13-15, June 2013), pp. 63-67.

[63]       Hongjuan Zhang, Zikai Wu, Shuxue Ding, and Luonan Chen, A fixed-point blind source extraction algorithm and its application to ECG data analysis, Proc. IEEE 6th International Conference on Systems Biology (ISB, Xifan, China, August 18–20, 2012), pp. 73-78.

[64]       Quanhua Piao, Zunyi Tang and Shuxue Ding, Blind Source Separation Based on the Support Recovery of Pilot-Signals, Proc. 3rd International Conference on Awareness Science and Technology (iCAST 2011, IEEE sponsored, Dalian, China, Sept. 27-30), pp. 496-501.

[65]       Yuxia Zhao, Haixiu Zhang, Wenlong Liu, and Shuxue Ding, A Snoring Detector for OSAHS Based on the Patient's Individual Personality, Proc. 3rd International Conference on Awareness Science and Technology (iCAST 2011, IEEE sponsored, Dalian, China, Sept. 27-30), pp. 24-27.

[66]       Xuan Guo, Yoshiyuki Toyoda, Huankang Li, Jie Huang, Shuxue Ding, and Yong Liu, Environmental Sound Recognition Using Time-Frequency Intersection Patterns, Proc. 3rd International Conference on Awareness Science and Technology (iCAST 2011, IEEE sponsored, Dalian, China, Sept. 27-30), pp. 244-247.

[67]       Zuyuan Yang, Guoxu Zhou, Shuxue Ding, and Shengli Xie, Blind Source Separation by Nonnegative Matrix Factorization with Minimum-Volume Constraint, Proc. 2010 International Conference on Intelligent Control and Information Processing (ICICIP2010, Dalian, China, August 12-15, 2010), pp. 117-119 (2010).

[68]       Zunyi Tang, Zuyuan Yang, and Shuxue Ding, Sparse Representations of Images Via Overcomplete Dictionary Learned by Adaptive Non-Orthogonal Sparsifying Transform, Proc. The 3rd International Conference on Intelligent Networks and Intelligent Systems (ICINIS 2010, November 1-3, 2010, Shenyang, China), pp. 120-123 (2010).

[69]       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)

[70]       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)

[71]       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).

[72]       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).

[73]       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).

[74]       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).

[75]       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).

[76]       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).

[77]       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).

[78]       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).

[79]       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).

[80]       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).

[81]       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).

[82]       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).

[83]       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).

[84]       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).

[85]       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).

[86]       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).

[87]       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).

[88]       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, gIndependent Component Analysis Based on Learning Updating with Forms of Matrix Transformations and the Diagonalization Principleh, 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, gReal-Time Independent Component Analysis Based on Gradient Learning with Simultaneous Perturbation Stochastic Approximationh, Sep. 2004.

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

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

[7]   Invited Sessions of KESf2003 (7th International Conference on Knowledge-Based Intelligent Information & Engineering Systems), University of Oxford, United Kingdom, gRecursive Approach for Real-Time Blind Source Separation of Acoustic Signalsh, Sep. 2003.

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

[9]   Neural Computing Symposium, IEICE, Tokyo, gNew Algorithms for ICA via Simultaneous Perturbation Stochastic Approximation Methodh, Oct. 2001.

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

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

[12]       Autumn Conference, Japanese Physical Society, Kasugai, gEvolution and Fate of Perturbed Bartnik-McKinnon Space-timeh, Sep. 1995.

[13]       Autumn Conference, Japanese Physical Society, Yamagata, gCosmological Sphaleron from Real Tunneling and Its Fateh, 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: I𑕒uѕ@), 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: I@yщI𑕒u), 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: uChMu), 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: ΐޓxɊÂCNMuyђʐMVXe), 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-CDMÃCNMu), Japan Patent pending, No.2002-57603, IPC Class: HO4B 7/02, Apply: Aug. 2000, Pending: Feb. 2002.

 


Shuxue Ding / Sept. 18, 2017