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For my updated
publication list, please down my full CV from the link below: PUBLICATIONS
(a) Book Chapters
1. Z. Lin, “Output feedback stabilizability and stabilization of linear nD systems,” in Multidimensional Signals, Circuits and Systems (K. Galkowski and J. Wood, Eds.), Chapter 4, pp. 59 – 76, Taylor & Francis, UK, 2001 2. Z. Lin, Y. Zeng, G. Bi, J. Yeo, “Signal Processing for Large Bandwidth and Long Duration Waveform SAR”, in Radar signal processing and its applications, (J. Li, R. Hummel, P. Stoica and E.G. Zelnio, Eds.), pp. 119137, Kluwer Academic Publishers, 2003. 3.
L. Xu, Z. Lin, J.Q. Ying, O. Saito, Y. Anazawa, “Open problems in control of linear discrete
multidimensional systems,” in Unsolved Problems in Mathematical Systems and
Control Theory, (Eds. Vincent Blondel,
Alexander Megretski), Princeton University Press,
Part 6, pp.212220, 2004 4. Yuanjin Zheng, Fei Gao, Zhiping Lin, “Correlated Microwave Acoustic Technique for Breast Cancer Detection,” in Multimodality Breast Imaging: Diagnosis and Treatment (Ng Yin Kwee et al., Eds.), SPIE, 2013.
(b) Journal Papers – Internationally Referred
1. Z. Lin, “Feedback stabilization of multivariable twodimensional linear systems”, Int. J. Control, UK, vol. 48, no. 3, pp. 13011317, 1988 7. Q. Jiang, S. S. Goh, N. C. Lim, Z. Lin, “Selection of initial parameters for signal representation by adaptive wavelets”, Optical Engineering, USA, vol. 37, no. 9, pp.26132619, 1998 8. Q. Jiang, S. S. Goh, Z. Lin, “Local discriminant timefrequency atoms for signal classification”, Signal Processing, Netherlands, vol. 72, no. 1, pp. 4752, 1999 9. J. Q. Ying, L. Xu, Z. Lin, “A computational method for determining strong stabilizability of nD systems”, J. Symbolic Computation, UK, vol. 27, no. 5, pp. 479499, May, 1999 10. Z. Lin, “On the elementary factors of linear systems over unique factorization domains”, Systems and Control Letters, Netherlands, vol. 37, no. , pp. 237241, July, 1999 15. J. Q. Ying, Z. Lin, L. Xu, “Some algebraic aspects of the strong stabilizability of timedelay linear systems”, IEEE Trans. Automatic Control, USA, vol. 46, no. 3, pp. 454 – 457, March, 2001 17. Y. Zheng, Z. Lin, D. B. H. Tay, “Time varying parametric system multiresolution identification by wavelets”, Int. J. System Science, Vol. 32, No. 6, pp. 775793, UK, June, 2001 18. Z. Lin, J. Lam, K. Galkowski, S. Xu, “A Constructive Approach to Stabilizability and Stabilization of a Class of nD Systems”, Multidimensional Systems and Signal Processing, Special issue on applications of Grobner bases to multidimensional systems and signal processing, Vol. 12, no. 3, pp. 329343, Netherlands, July, 2001 19. Y. Zheng, D. B. H. Tay, Z. Lin, “Modeling Nonstationary General Distributed Signal Processes and Identifying TimeVarying Autoregressive System by Wavelets: Theory and Application”, Signal Processing, Vol. 81, no. 9, pp. 18231848, Netherlands, August, 2001 20. Y. Zheng, Z. Lin, D. B. H. Tay, “Statedependent vector hybrid linear and nonlinear ARMA modeling: theory”, Circuits, Systems, and Signal Processing, USA, Vol. 20, no. 5, pp. 551574, Oct. 2001 21. Y. Zheng, Z. Lin, D. B. H. Tay, “Statedependent vector hybrid linear and nonlinear ARMA modeling: applications”, Circuits, Systems, and Signal Processing, USA, Vol. 20, no. 5, pp. 575597, Oct. 2001 23. Y. Zheng, Z. Lin, Y. Ma, “Recursive Blind Identification of TimeVarying NonGaussian AR Model and Application to Blind Equalization of TimeVarying Channel”, IEE Proceedings: Vision, Image and Signal Processing, UK, Vol. 148, no. 4, pp. 275282, Aug. 2001 25. Y. Zeng, G. Bi and Z. Lin, “Lifting factorization of discrete W transform”, Circuits, Systems and Signal Processing, USA, vol. 21, no. 3, pp. 277298, 2002 26. Y. Zeng, G. Bi, Z. Lin, “Combined polynomial transform and radixq algorithm for multidimensional DCTIII”, Multidimensional Systems and Signal Processing, Netherlands, Vol. 13, no. 1, pp. 7999, Jan. 2002 27. R. J. Ober, Z. Lin, H. Ye and E. S. Ward, “Achievable accuracy of parameter estimation for multidimensional NMR experiments”, Journal of Magnetic Resonance, USA, vol. 157, no. 1, pp. 116, 2002 28. Z. Lin, J. Q. Ying, L. Xu, “An Algebraic Approach to Strong Stabilizability of Linear nD MIMO Systems”, IEEE Trans. Automatic Control, USA, vol. 47, no. 9, pp. 1510 – 1514, Sep., 2002 29. S. Xu, J. Lam, Z. Lin, K. Galkowski, “Positive Real Control for Uncertain Twodimensional Systems”, IEEE Trans. Circuits and SystemsI, USA, vol. 49, no. 11, pp. 1659 – 1666, Nov. 2002 30. Y. P. Cheng, Z. Bao, P. F. Zhao, Z. Lin, “Doppler Compensation for Binarycoded Waveforms”, IEEE Trans. on Aerospace and Electronic Systems, USA, 2002, vol. 38, no. 3, pp. 1068 – 1072, July, 2002. 31. Z. Lin, Y. Zeng, G. Bi, J. Yeo, “Signal Processing for Large Bandwidth and Long Duration Waveform SAR”, Multidimensional Systems and Signal Processing, Special Issue on Radar Signal Processing and Its Applications, Vol. 14, no. 1, pp. 119137, Netherlands, Jan., 2003. 32. R. J. Ober, Q. Zou and Z. Lin, “Calculation of the Fisher Information Matrix for Multidimensional Data Sets”, IEEE Transactions on Signal Processing, USA, vol. 51, no. 10, pp. 26792691, Oct., 2003. 33. Y. Zeng, G. Bi, Z. Lin and L. Cheng, “Fast computation of MDDCTIV/MDDSTIV by MDDWT or MDDCTII”, SIAM J. Scientific Computing, vol. 24, no. 6, pp. 19031918, 2003. 34. G. Bi, Y. Zeng and Z. Lin, “Oddfactor algorithms for multidimensional discrete W transform”, Circuits, Systems and Signal Processing, vol. 22, no. 4, pp. 377389, USA, 2003. 35. K. Galkowski, Z. Lin, J. Lam, S. Xu, “LMI approach to stability analysis of threedimensional systems”, Bulletin of The Polish Academy of Sciences, Poland, vol. 51, no. 4, pp. 361379, 2003. 36. S. Xu, J. Lam, Z. Lin, et al. “Positive real control of twodimensional systems: Roesser models and linear repetitive processes”, Int. J. Control, UK, vol. 76, no. , pp. 10471058, 2003. 37. K. Galkowski, S. Xu, J. Lam, Z. Lin, “LMI approach to statefeedback stabilization of multidimensional systems”, Int. J. Control, UK, vol. 76, pp. 14281436, 2003. 40. W. Paszke, J. Lam, K. Galkowski, S. Xu, Z. Lin, “Robust stability and stabilization of 2D discrete statedelayed systems”, Systems and Control Letters, vol. 51, no. , pp. 277291, Netherlands, 2004. 41. Q. Zou, Z. L. Yu and Z. Lin, “A Robust Algorithm for Linearly Constrained Adaptive Beamforming”, IEEE Signal Processing Letters, USA, vol. 11, no. 1, pp. 2629, 2004. 42. L. Xu, Q. Wu, Z. Lin, Y. Anazawa, “A Mu Approach to Robust Stability Analysis of nD Discrete Systems”, Multidimensional Systems and Signal Processing, vol. 15, No. 3, pp. 277293, 2004. 43. L. Xu, M. Yamada, Z. Lin, O. Saito and Y. Anazawa, “Further Improvements on Bose's 2D Stability Test”, Int. J. Control, Automation and Systems, vol. 2, no. 3, pp. 319332, Sept, 2004. 45. J. Lam, S. Xu, Y. Zou, Z. Lin and K. Galkowski, “Robust Output Feedback Stabilization for TwoDimensional Continuous Systems in Roesser Form”, Applied Mathematics Letters, vol. 17, pp. 13311341, 2004. 46. R. J. Ober, X. Lai, Z. Lin, E. S.
Ward, “State space realization of a threedimensional image set with
application to noise reduction of fluorescent microscopy images of cells”, Multidimensional
Systems and Signal Processing, vol. 16, no. 1, pp. 748, Jan. 2005. 47. X. Lai, Z. Lin, E. S. Ward and R. J. Ober, “Noise Suppression of Point Spread Functions and its Influence on Deconvolution of Threedimensional Fluorescence Microscopy Image Sets”, Journal of Microscopy, vol. 217, pt. I, pp. 93108, Jan. 2005. 48. S. Xu, J. Lam, Y. Zou, Z. Lin and W. Paszke, “Robust Hinfinity Filtering for Uncertain 2D Continuous Systems”, IEEE Transactions on Signal Processing, vol. 53, No. 5, pp. 17311738, May, 2005. 49. S. Xu, J. Lam, Y. Zou, Z. Lin and W. Paszke, “Robust Positive Real Synthesis for 2D Continuous Systems via State and Output Feedback”, Circuits, Systems and Signal Processing, vol. 24, No.2, pp. 183199, 2005. 50. Y. Zeng, Z. Lin, G. Bi, J. Yeo, S. Lu, “Dilation dependent matched filtering for SAR signal processing”, IEEE Trans. on Aerospace and Electronic Systems, Vol. 41, No. 2, pp. 729736, April, 2005. 51. Z. Lin, L. Xu, H. Fan, “On Minor Prime Factorizations for nD Polynomial Matrices”, IEEE Trans. Circuits and SystemsII, Vol. 52, No. 9, pp. 568571, Sep. 2005. 53. H. Yu, F. Pan, and Z. Lin, “Content Adaptive Rate Control for H.264”, International Journal of Innovative Computing, Information and Control, Vol. 1, No. 4, pp. 685700, Dec. 2005. 55. L. Xu, L. Wu, Q. Wu, Z. Lin, Y. Xiao, “On Realization of 2D Discrete Systems by FornasiniMarchesini Model,” Int. J. Control, Automation and Systems, vol. 3, No. 4, pp. 631639, Dec. 2005. 57. H. Ye, Z. Lin, “Speedup simulated annealing by parallel coordinates,” European Journal of Operational Research, vol. 173, pp. 5971, 2006. 58. S. Xu, J. Lam, Z. Lin, K. Galkowski, “An LMI approach to the computation of lower bounds for stability margins of 2D discrete systems”, Dynamics of Continuous, Discrete and Impulsive Systems, Series B, vol. 13, pp. 221236, Feb. 2006. 59. Y. Liu and Z. Lin, "On the applications of the frequencyresponse masking technique in array beamforming," Circuits, Systems and Signal Processing, Special Issue on Computationally Efficient Digital Filters: Design Techniques and applications, Vol. 25, No. 2, pp. 201224, 2006. 60. F. Pan, Z. Lin, X. Lin, S. Rahardja, W. Juwono, F. Slamet, “Content Adaptive Frame Skipping for Low Bit Rate Video Coding,” Journal of Visual Communication and Image Representation, Special issue on RealTime Imaging, Vol. 17, pp.554563, 2006. 61. Z. Lin and Y. Liu, “Design of Complex FIR Filters with Reduced Group Delay Using Semidefinite Programming,” IEEE Signal Processing Letters, Vol. 13, No. 9, pp. 529532, Sep. 2006. 62. F. Pan, H. Yu, and Z. Lin, “Scalable Fast RateDistortion Optimization for H.264/AVC,” EURASIP Journal on Applied Signal Processing, Special Issue on Advanced Video Technologies and Applications for H.264/AVC and Beyond, 2006. 63. L. Xu, Q. Wu, Z. Lin, Y. Xiao, “A New Constructive Procedure for 2D Coprime Realization in FornasiniMarchesini Model,” IEEE Transactions on Circuits and Systems I, USA, Vol. 54, No. 9, pp. 20612069, Sep. 2007. 64. Z. Lin, L. Xu, N.K. Bose, “A Tutorial on Grobner Bases with Applications in Signals and Systems,” (Invited
paper), IEEE Transactions on Circuits and Systems I, USA, Vol. 55, No. 1,
pp. 445461, Feb. 2008. 65. Z. Lin, J. Q. Ying, L. Xu, “Elementary
Factors of MIMO Linear nD Systems: A New Result,”
Int. J. Computer Research, vol. 12, No. 3, pp. 453458. 66. S. Xu, J. Lam, Y. Zou, Z. Lin and K. Galkowski, “H_infinity Output Feedback Control for TwoDimensional Continuous Systems,” Dynamics of Continuous, Discrete and Impulsive Systems, Series B, vol. 17, pp. 114, Feb. 2008. 67. Y. Liu and Z. Lin, “Optimal Design of FrequencyResponse Masking Filters with Reduced Group Delays,” IEEE Transactions on Circuits and Systems I, USA, Vol. 55, No. 6, pp. 15601570, July 2008. 68. E.H.M. Ong, P. Padmanabhan, Y.H. Chan, Z. Lin, J. Overton, K. Ward K. and D.Y. Fei, “An observational, prospective study exploring the use of heart rate variability as a predictor of clinical outcomes in prehospital ambulance patients,” Resuscitation, Vol. 78, No. 3, pp. 289297, Sep. 2008. 69. L. Xu; H. Fan; Z. Lin; N. K. Bose, “A DirectConstruction Approach to Multidimensional Realization and LFR Uncertainty Modeling,” Multidimensional Systems and Signal Processing, Netherlands, Vol. 19, No. 3, pp. 323359, Dec. 2008. 70. Z. Lin and Y. Liu, “Design of Arbitrary Complex Coefficient WLS FIR Filters with Group Delay Constraints,” IEEE Transactions on Signal Processing, USA, vol. 57, pp. 32743279, August, 2009. 71. C.L. Wong, G.C.K. Chen, T.C. Kiat, S. Vasudevan, T. A. Pham, N.B. Puhan, A. Marta, A. Shuchi, Z. Lin and P. Chen, “Photothermal Imaging (PTI) system for the imaging of gold nanoparticles and cellular organlles”, Advanced Materials Research, Vol. 74, pp. 4548, 2009. 72. J. Cao, Z. Lin and G.B. Huang, “Composite function wavelet neural networks with extreme learning machine,” Neurocomputing, Vol. 73, Nos. 79, pp. 1405–1416, 2010. 73. X.
P. Lai, Z. Lin, “Minimax design of IIR digital filters using a sequential
constrained leastsquares method,” IEEE Trans. Signal Processing, Vol. 58,
No. 7, pp. 39013906, 2010. 74. H. Xu, Z. Lin and A. Makur, “Nonfragile H2 and Hinfinity filter designs for polytopic twodimensional systems in Roesser model,” Multidimensional Systems and Signal Processing, Vol. 21, No. 3, pp. 255275, 2010. 75. X.
P. Lai, Z. Lin, and H. K. Kwan, “A Sequential Minimization Procedure for
Minimax Design of IIR Filters Based on SecondOrder Factor Updates,” IEEE
Trans. Circuits and Systems II, vol. 58, pp. 51 – 55, Jan., 2011. 76. L.
Xu, H. Fan, Z. Lin and Y. Xiao, “Coefficientdependent directconstruction
approach to multidimensional realization and LFR uncertainty modeling,” Multidimensional Systems and Signal
Processing, vol. 22, pp. 97 – 129, March, 2011. 77. Y.
Wong, Z. Lin, R.J. Ober, “Limit of the Accuracy of Parameter Estimation for
Moving Single Molecules Imaged by Fluorescence Microscopy,” IEEE Transactions
on Signal Processing, vol. 59, pp. 895 – 911, March, 2011. 78. N.
Liu, Z. Lin, Z. Koh, G.B. Huang, W. Ser, and M. E. H. Ong, "Patient
outcome prediction with heart rate variability and vital signs", Journal
of Signal Processing Systems, vol. 64, No. 2, pp. 265  278, Aug. 2011. 79. Chi
Lok Wong, George C. K. Chen, Beng Koon Ng, Shuchi Agarwal, Nolang Fanani, Zhiping Lin, Srivathsan
Vasudevan1 and Peng Chen, “Photothermal imaging for
the imaging of nanoparticles beyond the
diffraction limit” Optical Engineering, vol. 50, (073201, 5 pages), July,
2011. 80. Chi
Lok Wong, George C. K. Chen, Beng Koon Ng, Shuchi Agarwal, Zhiping Lin, Peng Chen and Ho Pui Ho, “Multiplex spectral surface plasmon
resonance imaging (SPRI) sensor based on the polarization control scheme,”
Optics Express, vol. 19, no. 20, pp. 1896578, Sep., 2011. 81. J.
Cao, Z. Lin and G.B. Huang, “Composite Function Wavelet Neural Networks with
Differential Evolution and Extreme Learning Machine,” Neural Process Lett,
Vol. 33, pp. 251–265, 2011. 82. J.
Cao, Z. Lin, G.B. Huang, N. Liu “Voting based Extreme Learning Machine,”
Information Sciences, Vol. 185, no. 1, pp. 66–77, 2012. 83. D.
Zhang, Z. Lin and Y. Liu, “On eigenvalues and equivalent transformation of
trigonometric matrices”, Linear Algebra and Its Applications, Vol. 436, pp.
7178, Feb. 2012. 84. X.
P. Lai, Z. Lin, “Minimax phase error design of IIR digital filters with
prescribed magnitude and phase responses,” IEEE Trans. Signal Processing,
Vol. 60, No. 2, pp. 980986, Feb. 2012. 85. H.
Xu, Z. Lin and A. Makur, “The existence and design of functional observers
for twodimensional systems,” Systems and Control Letters, vol. 60, pp.
362368, Feb. 2012. 86. L.
Xu, S. Yan, Z. Lin, S. Matsushita, “A New Elementary Operation Approach to Multidimensional
Realization and LFR Uncertainty Modeling: The MIMO
Case” IEEE Transactions on Circuits and Systems I, USA, Vol. 59, No. 9, pp.
638651, Mar. 2012. 87. Z.
Lin, Y. Liu, G. Molteni, D. Zhang, “Spectral
properties for a new composition of a matrix and a complex representation”,
The Electronic Journal of Linear Algebra, Vol. 23, pp. 530539, 2012. 88. J.
Cao, Z. Lin, G.B. Huang, “Selfadaptive evolutionary extreme learning
machine,” Neural Process Lett, vol. 36, pp. 285–305, 2012. 89. Y.
Liu, Z. Lin G. Molteni, D. Zhang, “Eigenvalues and
Equivalent Transformation of A Trigonometric Matrix Associated with Filter
Design”, Linear Algebra and Its Applications, Vol. 437, pp. 29612972, Dec.
2012. 90. N.
Liu, Zhiping Lin, Jiuwen Cao, Z. Koh, T. Zhang,
G.B. Huang, W. Ser, and Marcus E. H. Ong, “An Intelligent Scoring System and
Its Application to Cardiac Arrest Prediction, IEEE Transactions on
Information Technology in BioMedicine, vol. 16, No.
6, pp. 1324 – 1331, 2012. 91. M.
E. H. Ong, C. H. L. Ng, K. Goh, N. Liu, Z. X. Koh, N. Shahidah,
T. T. Zhang, S. FookChong and Z. Lin, “Prediction
of Cardiac Arrest in Critically Ill Patients presenting to the Emergency
Department Using a Machine Learning Score Incorporating Heart Rate
Variability Compared with the Modified Early Warning Score,” Critical Care,
Vol. 16, No. 3, paper no. R108, 2012. 92. L.
Wang, H. Xu, L. Xu, Z. Lin, “Analysis and Design of Unknown Input Observers
for a Class of 2D Nonlinear Systems,” Multidimensional Systems and Signal
Processing, Special Issue on multidimensional systems theory and control,
vol. 24, no. 4, pp. 621 – 635, 2013. 93. Y.
Shan, Y.S. Meng, Z. Lin, “Generic Model and Case
Studies of Microwave Power Sensor Calibration Using Direct Comparison
Transfer,” IEEE Transactions on Instrumentation & Measurement, vol. 62,
no. 6, pp. 1834 – 1869, 2013. 94. B.
Mirza, Z. Lin, K.A. Toh, “Weighted Online Sequential Extreme Learning
Machine for Class Imbalance Learning,” Neural Process Lett, vol. 38, pp. 465
– 486, 2013. 95. Chi
Lok Wong, George Chung Kit Chen, Xiaochao Li, Beng Koon Ng, Ping Shum, Peng Chen, Zhiping Lin, Chinlon Lin, Malini Olivo, “Colorimetric surface plasmon
resonance (SPR) imaging Biosensor Array based on polarization orientation
rotation,” Biosensors and Bioelectronics, Vol. 47, pp. 54552, 2013. 96. Zhang,
Q., Y. S. Meng, Y. Shan, and Z. Lin, "Direct
comparison transfer of microwave power sensor calibration with an adaptor: Modeling and evaluation," Progress In
Electromagnetics Research Letters, Vol. 38, 2534, 2013. 97. Ong
ME, Goh K, FookChong S, Haaland
B, Wai KL, Koh ZX, Shahidah N, Lin Z., “Heart rate
variability risk score for prediction of acute cardiac complications in ED
patients with chest pain,” Am J Emerg Med., vol.
31(8): 12017, Aug, 2013. 98. Lizhen Li, Li Xu & Zhiping Lin, "Stability and
stabilisation of linear multidimensional discrete systems in the frequency
domain," International Journal of Control, Vol. 86, No. 11, pp.
1969–1989, Nov., 2013. 99. L.
Yi, S. Razul, Z. Lin, and C.M. See, “Target Tracking in Mixed LOS/NLOS
Environments Based on Individual Measurement Estimation and LOS Detection”
IEEE Transactions on Wireless Communications, vol. 13, no. 1, pp. 99 – 111,
Jan., 2014. 100.
J. Li, Y. Zheng, Z. Lin, “Recursive Identification of Timevarying Systems:
The Selftuning RLS Algorithm”, Systems and Control Letters, vol. 66, pp.
104110, April, 2014. 101. J. Q. Yu, W. Huang, L. K. Chin, L. Lei, Z.
P. Lin, W. Ser, H. Chen, T. C. Ayi, P. H. Yap, C.
H. Chen and A. Q. Liu, “Droplet Optofluidic Imaging
for λBacteriophage Detection via Coculture of Host Cell Escherichia
coli,” Lab on a Chip , Vol. 14, 35193524, June, 2014. 102. D.B.H.
Tay, Z. Lin, S. Murugesan, “Orthogonal Wavelet
Filters with Minimum RMS Bandwidth,” IEEE Signal Processing Letters, Vol. 21,
No. 7, pp. 819  823, July, 2014. 103. Y.
Wong, J. Chao, Z. Lin, R.J. Ober, “Effect of time discretization of the
imaging process on the accuracy of trajectory estimation in fluorescence
microscopy,” Optics Express, vol. 22 Issue 17, pp.2039620420, Aug., 2014. 104.
Nan Liu, Zhi Xiong Koh, Junyang Goh, Zhiping Lin,
Benjamin Haaland, Boon Ping Ting and Marcus Eng
Hock Ong, “Prediction of adverse cardiac events in emergency department
patients with chest pain using machine learning for variable selection,” BMC
Medical Informatics and Decision Making, Vol. 14, No. 75, Aug, 2014. 105. X.
P. Lai, Z. Lin, “Optimal Design of Constrained FIR Filters Without Phase
Response Specifications,” IEEE Trans. Signal Processing, vol. 62 no. 17 pp.
45324546, Sep. 2014. 106.
Liu N, Koh ZX, Chua EC, Tan LM, Lin Z, Mirza B, Ong MEH, “Risk scoring for
prediction of acute cardiac complications from imbalanced clinical data,”
IEEE Journal of Biomedical and Health Informatics, Vol. 18, No. 6, pp. 1894 
1902, November 2014. 107.
J. Cao, Z. Lin, “Bayesian signal detection with compressed measurements,”
Information Sciences, Vol. 289, pp. 241–253, Dec., 2014. 108.
Liu N, Goh J, Lin Z, Koh ZX, FookChong S, Haaland B, Wai KL, Ting BP, Shahidah
N, Ong MEH. Validation of a risk scoring model for prediction of acute
cardiac complications in chest pain patients presenting to the emergency
department. International Journal of Cardiology 2014; 176(3): 10911093. 109.
Liu N, Cao J, Lin Z, Pek PP, Koh ZX, Ong MEH.
Evolutionary voting based extreme learning machines. Mathematical Problems in
Engineering 2014; 2014: Article ID 808292, 7 pages. 110. Liu
N, Lee MAB, Ho AFW, FookChong S, Haaland B, Koh ZX, Pek PP, Chua
EC, Ting BP, Lin Z, Ong MEH. Risk stratification for prediction of adverse
coronary events in ED chest pain patients with a ML score compared with the
TIMI score. International Journal of Cardiology 2014; 177(3): 10951097. 111. R.
J. Ober, A. Tahmasbi, S. Ram, Z. Lin, and E. S.
Ward, "Quantitative Aspects of SingleMolecule Microscopy," IEEE
Signal Processing Magazine, vol. 32, No. 1, pp. 5869, Jan. 2015. 112. B.
Mirza, Z. Lin and N. Liu, “Ensemble of Subset Online Sequential Extreme
Learning Machine for Class Imbalance and Concept Drift,” Neurocomputing,
vol. 149, Part A, pp. 316329, February 2015. 113.
L. Sun, B. Chen, K.A. Toh, Z. Lin, “Sequential extreme learning machine
incorporating survival error potential,” Neurocomputing,
vol. 155, pp. 194204, May, 2015. 114.
M. L. Doan, T. T. Nguyen, Z. Lin, L. Xu, “Notes on minimal realization
of multidimensional systems,”
Multidimensional Systems and Signal Processing, Special Issue on symbolic
methods in multidimensional systems theory, vol. 26, no. 2, pp. 519 – 553,
April, 2015. 115. L.
Sun, K.A. Toh, Z. Lin, “Bayesian binary classification adopting orthogonal
polynomials,” Pattern Recognition vol. 48 (6), pp. 20132028, June, 2015. 116. D.B.H.
Tay, Z. Lin, S. Murugesan, “Design of Near
Orthogonal Graph Filter Banks,” IEEE Signal Processing Letters, Vol. 22, No.
6, pp. 701  704, June, 2015. 117.
Hongming Zhou, GuangBin
Huang, Zhiping Lin, Han Wang, and Yeng Chai Soh,
“Stacked Extreme Learning Machine” IEEE Transactions on Cybernetics vol. 45,
No. 9, pp. 2013 – 2025, Sept. 2015. 118. E.Y.
Tay, E.Y. Gan, V.W.D. Tan, Z. Lin, Y. Liang, F. Lin, S. Wee and T.G. Thng,
“Pilot study of an automated method to determine melasma
area and severity index,” British Journal of Dermatology, Volume 172, Issue
6, pages 1535–1540, June 2015. 119. Gao
Huang, Tianchi Liu, Yan Yang, Zhiping Lin, Shiji
Song and Cheng Wu, "Discriminative clustering via extreme learning
machine," Neural Networks, vol. 70, pp. 18, Oct. 2015. 120. Jiuwen Cao and Zhiping Lin, “Extreme Learning Machine on
High Dimensional and Large Data Applications: A Survey,” Mathematical
Problems in Engineering, vol. 2015, pp. 112, 2015, doi:10.1155/2015/103796. 121. Tianchi
Liu, Zhiping Lin, Marcus Eng Hock Ong, Zhi Xiong Koh, Pin Pin
Pek, Yong Kiang Yeo, BeomSeok Oh, Andrew Fu Wah Ho and Nan Liu, “Manifold Ranking Based Scoring
System with Its Application to Cardiac Arrest Prediction: A Retrospective
Study in Emergency Department Patients,” Computers in Biology and Medicine,
vol. 67, pp. 7482, 2015. 122.
W. Zhu, W. Huang, Z. Lin, Y. Yang, S. Huang and J. Zhou, "Data and
feature mixed ensemble based extreme learning machine for medical object
detection and segmentation", Multimedia Tools and Applications, vol. 75,
No. 5, pp. 28152837, 2016. 123. Tianchi
Liu, Yan Yang, GuangBin Huang, Yong Kiang Yeo and
Zhiping Lin, "Driver Distraction Detection Using SemiSupervised Machine
Learning", IEEE Transactions on Intelligent Transportation Systems, vol.
17, No. 4 pp. 1108 – 1120, April, 2016. 124. X.
P. Lai, Z. Lin, “Iterative Reweighted Minimax Phase Error Designs of IIR
Digital Filters with Nearly Linear Phases,” IEEE Trans. Signal Processing,
Vol. 64, No. 9, pp. 2416 – 2428, May, 2016. 125. R.
Zhao, X. P. Lai, Z. Lin, “Weighted Least Squares Design of 2D FIR Filters
Using a Matrixbased Generalized Conjugate Gradient Method,” Journal of the
Franklin Institute, Vol. 353, pp. 1758 – 1780, 2016. 126.
B. Mirza, Z. Lin, “MetaCognitive Online Sequential Extreme Learning Machine
for Imbalanced and ConceptDrifting Data Classification,” Neural Networks,
vol. 80, pp. 79 – 94, 2016. 127.
D.B.H. Tay, Z. Lin, “Highly Localized Near Orthogonal Graph Wavelets,”
Electronics Letters, vol. 52, No. 11, pp. 966 – 968, 2016. 128. X.
P. Lai, H. Meng, J. Cao and Z. Lin, “A Sequential
Partial Optimization Algorithm for Minimax Design of SeparableDenominator
2D IIR Filters,” IEEE Trans. Signal Processing, Vol. 65, No. 4, pp. 876 –
887, Feb., 2017. 129. T.
L. Nguyen, L. Xu, Z. Lin and D. B. H. Tay, "On minimal realizations of
firstdegree 3D systems with separable denominators". Multidimensional
Systems and Signal Processing, vol. 28, No. 1, pp. 305 – 314, 2017. 130. Shengyu Nan, Lei Sun, Badong
Chen, Zhiping Lin and KarAnn Toh
``DensityDependent Quantized Least Squares Support Vector Machine For Large
Data Sets'', IEEE Transactions on Neural Networks and Learning Systems, vol.
28, pp. 94 – 106, 2017. 131. Yunfeng Liang, Lei Sun, Wee Ser, Feng Lin, Evelyn Yuxin Tay, Emily Yiping Gan,
Tien Guan Thng, Zhiping Lin, “Hybrid threshold optimization between global
image and local regions in image segmentation for melasma
severity assessment,” Multidimensional Systems and Signal Processing, vol.
28, No. 3, pp. 977994, 2017. 132.
BeomSeok Oh, Lei Sun, Chung Soo Ahn, Yong Kiang
Yeo, Yan Yang, Nan Liu and Zhiping Lin, “Extreme Learning Machine based
Mutual Information Estimation with Application to TimeSeries Changepoints
Detection,” Neurocomputing, vol. 261, pp. 204 –
216, 2017. 133.
N. Liu, J. T. Sakamoto, J. Cao, Z. X. Koh, A. F. W. Ho, Z. Lin and M. E. H.
Ong, “EnsembleBased Risk Scoring with Extreme Learning Machine for
Prediction of Adverse Cardiac Events,” Cognitive Computation, Vol. 9, Issue
4, pp 545–554, August 2017. 134. BeomSeok
Oh, Kangrok Oh, Andrew Beng
Jin Teoh, Zhiping Lin and KarAnn
Toh, “A Gaborbased Network for Heterogeneous Face Recognition,” Neurocomputing, vol. 261, pp. 253 – 265, 2017. 135. Peng,
S., Chen, B., Sun, L., Ser, W., and Lin, Z. “Constrained maximum correntropy adaptive filtering. Signal Processing,” 140,
116126, 2017. 136. J.
Li, Z. Lin, S.G. Razul, A.A. Kumar, Y. Zheng and C.M. See, "DOA
estimation with a rotational uniform linear array (RULA) and unknown spatial
noise covariance". Multidimensional Systems and Signal Processing, Vol.
29, Issue 2, pp. 537–561, 2018. 137.
T. Liu, C. K. L. Lekamalage, G.B. Huang and Z. Lin, “Extreme Learning
Machine for Joint Embedding and Clustering,” Neurocomputing,
Volume 277, Pages 7888,
February 2018. 138.
S. Ding, B. Mirza, Z. Lin, J. Cao, X. Lai, T. V. Nguyen and J. Sepulveda,
“Kernel based online learning for imbalance multiclass classification,” Neurocomputing, Volume 277, Pages 139148, February 2018. 139. Tianchi
Liu, Chamara Kasun Liyanaarachchi Lekamalage, GuangBin
Huang, and Zhiping Lin. “An adaptive graph learning method based on dual data
representations for clustering,” Pattern Recognition, vol. 77, pp. 126139,
2018. 140. K.A.
Toh, Z. Lin, L. Sun and Z. Li “Stretchy binary classification,” Neural
Networks, vol. 97, pp. 74 – 91, 2018. 141. BeomSeok
Oh, Xin Guo, Fangyuan Wan, KarAnn Toh and Zhiping
Lin, “MicroDoppler miniUAV Classification Using Empirical Mode
Decomposition Features,” IEEE Geoscience Remote Sensing Letters, vol. 15, no.
2, pp. 227231, 2018. 142. Peng,
S., Ser, W., Chen, B., Sun, L., and Lin, Z. “Robust constrained adaptive
filtering under minimum error entropy criterion,” IEEE Transactions on
Circuits and Systems II: Express Briefs, 2018, accepted. 143.
Hailong Meng, Xiaoping
Lai, Jiuwen Cao, Zhiping Lin, “A Sequential Partial
Optimization Algorithm with Guaranteed Convergence for Minimax Design of IIR
Digital Filters,” Circuits, Systems and Signal Processing, accepted. 144.
Ruijie Zhao, Xiaoping Lai, Xiaoying Hong, and
Zhiping Lin. “A matrixbased IRLS algorithm for the least lpnorm
design of 2D FIR filters,” Multidimensional Systems and Signal Processing,
accepted. 145. Jun
Zhang, Zhuliang Yu, Ling Cen, Zhenghui
Gu, Yuanqing Li, and
Zhiping Lin, “Deterministic Construction of Sparse Binary Measurement Matrix
via Incremental Integer Optimization,” Information Science, vol. 430–431, pp.
504–518, 2018 146. Jun
Zhang, Zhuliang Yu, Zhenghui
Gu, Yuanqing Li and
Zhiping Lin, “Multichannel Electrocardiogram Reconstruction in Wireless Body
Sensor Networks through Weighted ℓ1,2 Minimization,” IEEE Transaction
on Instrumentation and Measurement, Accepted. 147. Lei
Sun, KarAnn Toh, Badong
Chen and Zhiping Lin, “Exploiting the Categorical Reliability Difference for
Binary Classification,” Journal of the Franklin Institute, Accepted. 148. Dongyun Lin, Lei Sun, KarAnn
Toh, Jing Bo Zhang and Zhiping Lin, “Twin SVM with a reject option through
ROC curve,” Journal of the Franklin Institute, Accepted. 149. BeomSeok
Oh, KarAnn Toh, Andrew Beng
Jin Teoh, and Zhiping Lin, "An Analytic Gabor
Feedforward Network for Singlesample and Poseinvariant Face
Recognition," IEEE Transactions on Image Processing, Accepted. (c) Conferences
Papers– Internationally Referred 1. Z. Lin, “Stabilization of twodimensional systems by output feedback control: MIMO case,” in Proc. IEEE Symp. Circuits and Systems, San Jose, USA, pp. 388390, 1986 2. Z. Lin, “New proof and algorithms for 2D polynomial matrix primitive factorization over real coefficient field,” in Proc. IEEE Symp. Circuits and Systems, San Jose, USA, pp. 828831, 1986 3. Z. Lin, “Effects of groups of operators on generalized Nyquist diagrams,” in Proc. American Control Conf., Seattle, USA, pp. 759760, 1986 4. Z. Lin, “Stabilization and realization of a class of generalized linear systems,” in Proc. American Control Conf., Seattle, USA, pp. 976977, 1986 5. Z. Lin, “On primitive factorizations for nD polynomial matrices,” in Proc. IEEE Symp. Circuits and Systems, Chicago, USA, pp. 595598, 1993 6. Z. Lin, “Detection of helicopter signals using cyclostationarity,” in Proc. IEEE Conf. Acoust. Speech Signal Proc., Detroit, USA, pp. 19521955, 1995 7. Z. Lin, “Adaptive linear prediction with application to missing observations,” in Proc. IEEE TENCON  Digital Signal Processing Applications, Perth, Australia pp. 473478, 1996 8. Z. Lin, “Output feedback stabilizability and stabilization of linear nD systems,” (plenary address), in Abstracts of the First International Workshop on Multidimensional Systems, Lagow, Poland, pp. 3032, July, 1998 9. Z. Lin, “On the elementary factors of MIMO linear systems,” in Abstracts of the First International Workshop on Multidimensional Systems, Lagow, Poland, pp. 9193, July, 1998 10. W.M. Lawton, Z. Lin, “Matrix completion problems in multidimensional systems,” in Proc. IEEE Symp. Circuits and Systems, Florida, USA, vol., 5, pp. 4548, May, 1999 11. Z. Lin and J.Q. Ying, “On nD polynomial matrix factorizations,” in Proc. IEEE Symp. Circuits and Systems, Geneva, Switzerland, vol. V, pp. 757760, May, 2000 12. Y. Zheng, Z. Lin, “Timevarying autoregressive system identification using wavelets,” in Proc. Int. Conf. Acoustic, Speech and Signal Processing, vol. 1, pp. 572575, Istanbul, Turkey, 2000 13. W.K. Ng, Z. Lin, “A new shapeadaptive DCT for coding of arbitrarily shaped image segments,” in Proc. Int. Conf. Acoustic, Speech and Signal Processing, vol. 4, pp. 21152118, Istanbul, Turkey, 2000 14. Z. Lin and J.Q. Ying, ``Stabilizability tests for linear nD MIMO systems,’’ in Proc. Math Theory of Networks and Systems, Perpignan, France, 2000 15. J.Q. Ying, Z. Lin, L. Xu and J. Wu, “On the strong stabilizability of timedelay linear systems,” ’’ in Proc. Math Theory of Networks and Systems, Perpignan, France, 2000 16. Z. Lin and N.K. Bose, “Some conjectures on multivariate polynomial matrices,” in Proc. Second International Workshop on Multidimensional Systems, Czocha Castle, Poland, pp. 165170, 2000 17. Y. Zheng, Z. Lin, “Blind equalization of timevarying channel online based on nonGaussian parametric model,” in Proc. Int. Conf. Signal Processing Applications and Technology, Dallas, USA, 2000 18. K.K. Teo, L. Wang and Z. Lin, “Wavelet multilayer perceptron neural network for timeseries prediction,” in Proc. Int. Conf. Computing and Information, Kuwait, 2000 19. Z. Lin, “Feedback stabilizability of linear systems over unique factorization domains,” in Proc. Int. Conf. Control, Automation, Robotics and Vision, Singapore, 2000 20. Z. Lin, J.Q. Ying, L. Xu, “Further results on primitive factorizations for nD polynomial matrices,” in Proc. IEEE Symp. Circuits and Systems, Sydney, Australia, 2001 21. Q. Zou, X. Zou, M. Zhang and Z. Lin, “A robust speech detection algorithm in a microphone array teleconferencing system,” in Proc. Int. Conf. Acoustic, Speech and Signal Processing, Salt Lake City, USA, 2001 22. Y. Zeng, G. Bi, Z. Lin, “Integer sinusoidal transforms based on lifting factorization,” in Proc. Int. Conf. Acoustic, Speech and Signal Processing, Salt Lake City, USA, 2001 23. K.K. Teo, L. Wang and Z. Lin, “Wavelet packet multilayer perceptron for chaotic time series prediction: effects of weight initialization,” in Proc. Intelligent Systems Design and Applications, San Francisco, USA, 2001 24. L. Wang, K. K. Teo and Z. Lin, "Predicting time series using wavelet packet neural networks", Proc. 2001 IEEE International Joint Conference on Neural Networks, July 1519, 2001, Washington, DC., USA, pp.15931597, 2001. 25. Y. Zheng, Z. Lin, “A new waveletbased tracking algorithm for rapidly timevarying systems,” Proc. the 11th IEEE Workshop on Statistical Signal Processing, Singapore, August, 2001 26. W.K. Ng, Z. Lin and D.B.H. Tay, “Color Image Compression using Interpixels and Interframes Correlation,” in Proc. the 3rd International Conference on Information, Communications and Signal Processing, Singapore, Oct., 2001 27. Z. Lin, Y. Zeng, G. Bi and J. Yeo, “Wideband SAR signal analysis and processing,” in Proc. the 3rd International Conference on Information, Communications and Signal Processing, Singapore, Oct., 2001 28. Y. Zeng, G. Bi, L.Z. Cheng and Z. Lin, “A New Fast Algorithm for MultiDimensional DCTIV/DSTIV,” in Proc. the 3rd International Conference on Information, Communications and Signal Processing, Singapore, Oct., 2001 29. Q. Zou, Z. Lin, “Measurement time requirement for generalized crosscorrelation based timedelay estimation,” in Proc. IEEE ISCAS, Arizona, USA, May, 2002 30. Y.P. Cheng, Y.L. Lu, Z. Lin, “A Super Resolution SAR Imaging Method Based on CSA”, in Proc. IGARSS 2002, Canada, June 2002. 31. Z. Lin, Jiang Qian Ying, Li Xu, Cishen Zhang, “Sufficient Conditions for the Strong Stabilizability of Linear nD MIMO Systems,” in Proc. Int. Conf. on Control and Automation, Xiamen, China, June, 2002 32. H. Ye and Z. Lin, “A Stochastic Method For Minimizing Functions With Many Minima,” in Proc. IEEE Int. Workshop on Neural Networks for Signal Processing, Switzerland, Sep, 2002 33. Z. Lin, “Grobner Bases and Applications in Control and Systems,” in Proc. ICARCV, Singapore, Dec, 2002 34. Z. Lin, Q. Zou, R.J. Ober, “The Fisher Information Matrix for TwoDimensional Data Sets,” in Proc. IEEE ICASSP, Hong Kong, China, April, 2003. 35. H. Ye and Z. Lin, “Global Optimization of Neural Network Weights Using Subenergy Tunneling Function and Ripple Search,” in Proc. IEEE ISCAS, Bangkok, Thailand, May, 2003 36. Q. Zou, Z. Lin, R.J. Ober, “The Fisher Information Matrix for Twodimensional Separabledenominator Continuous Systems,” in Proc. IEEE ISCAS, Bangkok, Thailand, May, 2003 37. Q. Zou, Z. L. Yu, Z. Lin, “Norm and Coefficient Constraints for Robust Adaptive Beamforming,” in Proc. IEEE ISCAS, Bangkok, Thailand, May, 2003 38. Z. Lin, L. Xu, Q. Wu, “Grobner Bases and Applications in the Design of Multidimensional IIR Filter Banks,” in Proc. of the fourth International Conference on Information, Communications and Signal Processing, Singapore, Dec., 2003. 39. Y. Zeng, G. Bi, Z. Lin, “MultiDimensional Integer Discrete W Transform^{,” }in Proc. of the fourth International Conference on Information, Communications and Signal Processing, Singapore, Dec., 2003. 40. F. Pan, Z. Lin, X. Lin, S. Rahardja, W. Juwono, F. Slamet, “Content Adaptive Frame Skipping for Low Bit Rate Video Coding,” in Proc. of the fourth International Conference on Information, Communications and Signal Processing, Singapore, Dec., 2003. 41. Z. Lin, L. Xu, Q. Wu, “Design of Multidimensional Filter Banks Using Grobner Bases: A Survey,” in Proc. IEEE ISCAS, Vancouver, Canada, May, 2004. 42. Y. Liu, Z. Lin, “Active Array Beamforming Using the FrequencyResponse Masking Technique,” in Proc. IEEE ISCAS, Vancouver, Canada, May, 2004. 43. L. Xu, L. Wu, Q. Wu, Z. Lin, Y. Xiao, "Reducedorder realization of FornasiniMarchesini model for 2d systems," in Proc. ISCAS, Vancouver, Canada, May, 2004. 44. H. Yu, F. Pan, and Z. Lin, “A New Bit Estimation Scheme for H.264 Rate Control”, In Proc. of the 2004 IEEE International Symposium on Consumer Electronics, Reading, UK, Sept. 2004. 45. R. J. Ober, X. Lai, Z. Lin, E. S. Ward, “A State Space Approach to Noise Reduction of 3D Fluorescent Microscopy Images,” in Proc. of the IEEE ICIP, Singapore, Oct., 2004. 46. L. Xu, Q. Wu, Z. Lin, Y. Xiao, Y. Anazawa, “Further Results on Realization of 2D Filters by FornasiniMarchesini Model,” in Proc. ICARCV, China, Dec, 2004. 47. X. Lai, E. S. Ward, Z. Lin, and R. J. Ober. “Threedimensional state space realization algorithm: noise suppression of fluorescence microscopy images and point spread functions”, in Proc. SPIE International Symposium on Biomedical Optics, San Jose, USA, Jan. 2005. 48. Y. Liu, Z. Lin, “Design of Complex FIR Filters Using the FrequencyResponse Masking Approach,” in Proc. IEEE ISCAS 2005, Kobe, Japan, May, 2005. 49. Y. Liu, Q. Zou, Z. Lin, “Generalized Sidelobe Cancellers with Leakage Constraints,” in Proc. IEEE ISCAS 2005, Kobe, Japan, May, 2005. 50. R.J. Ober, Z. Lin, Q. Zou, “On Identifiability of Bilinear Systems,” in Proc. IEEE ISCAS 2005, Kobe, Japan, May, 2005. 51. Z. Lin, Q. Zou, R.J. Ober, “The CRLB for Bilinear Systems and Its Biomedical Applications,” in Proc. IEEE ISCAS 2005, Kobe, Japan, May, 2005. 52. H.T. Yu, Z. Lin, F. Pan, “An Improved Rate Control Algorithm For H.264,” in Proc. IEEE ISCAS 2005, Kobe, Japan, May, 2005. 53. L. Xu, H. Fan, Z. Lin, Y. Xiao, Y. Anazawa, “A Constructive Procedure For Multidimensional Realization and LFT Uncertainty Modelling,” in Proc. IEEE ISCAS 2005, Kobe, Japan, May, 2005. 54. L. Xu, Z. Lin, Y. Anazawa, “On the Synthesis of Stable Stabilizing Compensators for Linear nD SISO Systems,” in Proc. Fifth International Conference on Control and Automation, Budapest, Hungary, June, 2005. 55. H. Yu, F. Pan, Z. Lin, Y. Sun, “A Perceptual Bit Allocation Scheme for H.264”, in Proc. IEEE International Conference on Multimedia and Expo, Amsterdam, Netherlands, July 2005. 56. L. Xu, Z. Lin, Y. Anazawa, “Minimal Realization for a Class of nD Filters by Grobner Basis Approach,” in Proc. Asian Symposium on Computer Mathematics, Seoul, Korea, Dec. 2005. 57. Z. Lin, M. S. Boudellioua, L. Xu, “On the Equivalence and Factorization of Multivariate Polynomial Matrices”, accepted for presentation at IEEE ISCAS 2006, Kos, Greece, May 2124, 2006. 58. Z. Lin, H.T. Yu, F. Pan, “A Scalable Fast Mode Decision Algorithm for H.264”, accepted for presentation at IEEE ISCAS 2006, Kos, Greece, May 2124, 2006. 59. Z. Lin, Y. Liu, “FIR Filter Design with Group Delay Constraint Using Semidefinite Programming”, accepted for presentation at IEEE ISCAS 2006, Kos, Greece, May 2124, 2006. 60. Z. Xu, A. Makur, Z. Lin, “Characterization and design of oversampled linear phase filterbanks with arbitrary oversampling ratio,” in Proc. IEEE ISCAS 2006, Kos, Greece, May 2124, 2006. 61. H. Fan, L. Xu, Z. Lin, “A Constructive Procedure for ThreeDimensional Realization,” in Proc. 6th World Congress on Intelligent Control and Automation, Dalian, China, June, 2006. 62. L. Xu, H. Fan, Z. Lin, N. K. Bose, “A DirectConstruction Approach to Multidimensional Realization and LFR Uncertainty Modeling,” in Proc. 17th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2006), Kyoto, Japan, July 2428, 2006. 63. L. Xu, Z. Lin, Y. Anazawa, “Symbolic Computation Approach for Minimal Realization of a Class of nD Systems,” in Proc. ICEMS2006, Nagasaki, Japan, Nov., 2023, 2006 64. Z. Xu, Z. Lin, A. Makur, “Multiple Description Image Coding with Hybrid Redundancy,” in Proc. IEEE APCCAS, Singapore, Dec. 47, 2006. 65. Y. Liu, Z. Lin, “Design of Arbitrary FIR Digital Filters with Group Delay Constraint,” in Proc. IEEE APCCAS, Singapore, Dec. 47, 2006. 66. Z. Lin, Y. Liu, “FRM Filter Design with Group Delay Constraint Using SecondOrder Cone Programming,” to be presented at IEEE ISCAS 2007, New Orleans, USA, May 2730, 2007. 67. Z. Lin, L. Xu, Y. Anazawa, “Revisiting the Absolutely Minimal Realization for TwoDimensional Digital Filters,” to be presented at IEEE ISCAS 2007, New Orleans, USA, May 2730, 2007. 68. H. Yu, Z. Lin, R. S. Tan, T. T. Le, D. Ghista., “H.264 Standard for Left Ventricle Video Compression and Telediagnosis”, (Invited paper), to be presented at the Third IASTED International Conference on Telehealth, Montreal, Canada, May 31June 1, 2007. 69. P. Padmanabhan, Z. Lin, M. E. H. Ong, W.
Ser, G.B. Huang, “Automatic extraction of HRV sequences from noisy ECG data
for reliable analysis and telediagnosis”, to be
presented at the Third IASTED International Conference on Telehealth,
Montreal, Canada, May 31June 1, 2007. 70. Y.
Liu, Z. Lin, “Design of WLS FIR Filters with Group Delay Constraint,” in
Proc. ICICS 2007, Singapore, Dec. 1013, 2007. 71. H.
Yu, Z. Lin, G.L. Chai, C.H. Yan, N. Raman, “A DCTbased change detection
method for multitemporal SAR images,” in Proceedings of 2008 IEEE Geoscience
and Remote Sensing Symposium, Boston, USA, July 2008. 72. K.C.
Kwok, Z. Lin, Y. Zeng, “Precoded MIMOSCFDE and
Blind Channel Estimation,” in Proc.
IEEE APCCAS, Macao, China, Nov. 30  Dec. 3, 2008. 73. P.
Padmanabhan, Z. Lin, G.B. Huang, M.E.H. Ong, “Patient Classification Based
on PreHospital Heart Rate Variability,” in Proc. IEEE APCCAS, Macao, China, Nov. 30  Dec.
3, 2008. 74. H.
Yu, Z. Lin, F.C.T. Teo, “An Efficient Coding Scheme Based on Image Alignment
for H.264/AVC,” in Proc. IEEE ISCAS 2009, Taipei, May, 2009. 75. S. Vasudevan, G.C.K. Chen, Z. Lin, N.B. Puhan, T.C. Kiat,
“ThreeDimensional Phase Images Using Photothermal
Microscope Integrated with Digital Holographic Interferometry”, presented at
Novel Techniques in Microscopy, OSA Spring Optics & Photonics Congress,
Vancouver, Canada, April 2630, 2009. 76. X.P.
Lai, Z. Lin, “A Sequential Constrained LeastSquares Method to Minimax Design
of Stable IIR Digital filters,” in Proc. IEEE Conference on Decision and
Control, Shanghai, China, December 1618, 2009. 77. H.
Xu, Z. Lin, A. Makur, “NonFragile HInfinity Filter Design for Polytopic 2D Systems in Fornasini
Marchesini Model,” in Proc. IEEE ISCAS 2010, Paris,
France, May, 2010. 78. X.P.
Lai, Z. Lin, “Design of IIR Digital Filters with Prescribed Phase Error and
Reduced Groupdelay Error,” in Proc. WCICA, Jinan, China, July 69 2010. 79. T.Z.D.
Ong, Y. Zheng and Z. Lin, “Design and Experimental Investigation of UWB
Microwave Imaging via MIMO Beamforming,” in Proc. IEEE International
Conference on UltraWideband, Nanjing, China, September 2023, 2010. 80. L.
Yi, S. Razul, Z. Lin, and C.M. See, “Target tracking in mixed los/nlos environments based on
individual toa measurement detection,” in Prof. 2010 IEEE Sensor Array and Multichannel Signal
Processing Workshop (SAM), Oct. 2010, pp. 153 –156. 81. L.
Yi, C.H. Lim, C.M. See, S.G. Razul and Z. Lin, “Robust tracking in mixed
LOS/NLOS environments,” in Proc. ICARCV, Singapore, Dec, 2010. 82. H.
Xu, Z. Lin, A. Makur, “2D IIR Filter Bank Design by An LMI Approach,” in
Proc. ICARCV, Singapore, Dec, 2010. 83. C.
Hong, Y. Zeng, Z. Lin, “Robust tracking in mixed LOS/NLOS environments,” in
Proc. APSIPA ASC, Singapore, Dec, 2010. 84. X.R.
Ong, Y. Shan, Y. Zhou and Z. Lin, “Monte Carlo Simulation Method in
Measurement Uncertainty Evaluation,” in Proc. APSIPA ASC, Singapore, Dec,
2010. 85. L.
Xu, S. Yan, S. Matsushita, Z. Lin, “Roesser model
realization of MIMO nD systems by elementary operations,” in Proc. IEEE
ISCAS 2011, Rio de Janeiro, Brazil, May, 2011. 86. W. Zong, H. Zhou, G.B. Huang, Z. Lin: “Face Recognition
Based on Kernelized Extreme Learning Machine,”
Proc. AIS 2011, LNAI 6752, pp. 263–272, 2011. 87. H.
Xu, Z. Lin, A. Makur, L. Xu, “Asymptotic Unknown Input Observers for 2D
Systems,” in 7th Proc. International
Workshop on Multidimensional Systems, Poitiers, France, Sept. 2011. 88. Y.
Wong, Z. Lin, R.J. Ober, “Effect of Time Discretization on the Limit of the
Accuracy of Parameter Estimation for Moving Single Molecules Imaged by
Fluorescence Microscopy,” in Proc. ISBI 2012 Barcelona, Spain, May, 2012. 89. J.
Cao, Z. Lin, “The Detection Bound of the Probability of Error in Compressed
Sensing Using Bayesian Approach,” in Proc. IEEE ISCAS 2012, Seoul, Korea,
May, 2012. 90. L.
Yi, S. Razul, Z. Lin, and C.M. See, “Road Constraint Assisted Target
Tracking in Mixed Los/NLOS Environments Based on TDOA Measurements,” in Proc.
IEEE ISCAS 2012, Seoul, Korea, May, 2012. 91. Y.
CAI, Y. SHAN, Z. LIN, and H. NEO, “Coaxial Power Sensor Calibration with
Adaptor by Direct Comparison Transfer”, Conference On Precision
Electromagnetic Measurements (CPEM2012) Digest, pp.9091, Washington DC, USA,
July, 2012. 92. Z.
Yu, Z. Lin, “Scene Change Detection Using Motion Vectors and DC components of
Prediction Residual in H.264 compressed Videos,” in Proc. IEEE ICIEA 2012,
Singapore, July, 2012. 93. D.
Xu, Z. Lin, C. L. Wong, S. Vasudevan, B. K. Ng, Y.
Zheng, G. C. Chen, “Applications of SuperResolution in Photothermal
Imaging,” in Proc. IEEE ICIEA 2012, Singapore, July, 2012. 94. X.P.
Lai, A. Xue, Z. Lin, C. Lai, “A Sequential
Constrained LeastSquares Method to Minimax Design of table IIR Digital
filters,” in Proc. the 15th International Conference on Information Fusion,
Singapore, July, 2012. 95. W.
Huang, Z.M. Tan, Z. Lin, G.B. Huang, J. Zhou, C.K. Chui, Y. Su, and S.
Chang, “A Semiautomatic Approach to the Segmentation of Liver Parenchyma
from 3D CT Images with Extreme Learning Machine,” in Proc. 34th Annual
International Conference of the IEEE EMBC, San Diego, California USA, August
 September, 2012. 96. W.
D. Leong, Y. Zheng, Z. Lin, S. Diao, Y. Gao, “MIMO
ultrawideband system for breast cancer detection," in Proc. IEEE Int. Symp. on RadioFreq. Integration
Tech. Singapore, Nov. 2012, pp. 143  146. 97. H.
Xu, Z. Lin, A. Makur, L. Xu, “Robust Unbiased H∞ Filtering for
Uncertain Twodimensional Systems,” in Proc. 12th International Conference on
Control, Automation, Robotics & Vision, Guangzhou, China, 57th December
2012. 98. L.
Yi, S. Razul, Z. Lin, and C.M. See, “Gating and Robust EKF Based Target
Tracking in Mixed LOS/NLOS Environments,” in Proc. IEEE ISCAS 2013, Beijing,
China, May, 2013. 99. J.
Cao, Z. Lin, G.B. Huang, “Voting Base Online Sequential Extreme Learning
Machine for MultiClass Classification,” in Proc. IEEE ISCAS 2013, Beijing,
China, May, 2013. 100. Z.
Lin, Y. Wong, R.J. Ober, “Influence of Prior Knowledge on the Accuracy Limit
of Parameter Estimation in SingleMolecule Fluorescence Microscopy,” in Proc.
IEEE ISCAS 2013, Beijing, China, May, 2013. 101. X.P.
Lai, Z. Lin, “Design and Application of Allpass
Filters with Equiripple Group Delay Errors,” in
Proc. IEEE ISCAS 2013, Beijing, China, May, 2013. 102.
L. Yi, S. Razul, Z. Lin, and C.M. See, “Gating and Robust EKF Based Target
Tracking in Mixed LOS/NLOS Environments,” in Proc. IEEE ICASSP 2013,
Vancouver, Canada, May, 2013. 103.
W. Huang, N. Li, Z. Lin, G.B. Huang, W. Zong, J.
Zhou, Y. Duan, “Liver Tumor
Detection and Segmentation using Kernelbased Extreme Learning Machine,” in
Proc. 35th Annual International Conference of the IEEE EMBC, Osaka, Japan,
July, 2013. 104.
D. Zhang, Z. Lin, A. Kumar, S. G. Razul and C. M. S. See, “Location
Estimation from a Single Mobile Rotated Antenna,” in Proc. 9th International
Conference on Information, Communications and Signal Processing, Taiwan, Dec. 2013. 105.
B. Mirza, Z. Lin, “OneVsAll for Class Imbalance Learning,” in Proc. of the
9th International Conference on Information, Communications and Signal
Processing, Taiwan, Dec. 2013. 106.
T. Qiu, Y. Shan, Y.S. Meng,
Z. Lin, “Microwave Power Sensor Calibration Using Direct Comparison Technique
with different adaptors,” in Proc. IEEE ISSNIP 2014, Singapore, April, 2014. 107.
Y. Chen, D. Zhang, Z. Lin, X. Lai, “A Sequential Weighted Least Squares
Procedure for Design of IIR Filters and TwoChannel IIR Filter Banks,” in
Proc. IEEE ISCAS 2014, Melbourne, Australia, June, 2014. 108. W.
Huang, Y. Yang, Z. Lin et al., “Random Feature Subspace Ensemble Based
Extreme Learning Machine for Liver Tumor Detection
and Segmentation,” in Proc. 36th Annual International Conference of the IEEE
EMBC, pp. 46754678, Chicago, US, August, 2014. 109. W.
Huang, L. Quan, Z. Lin et al., “Abdominal wall extraction using constrained
deformable model and abdominal context,” in Proc. 36th Annual International
Conference of the IEEE EMBC, pp. 46994702, Chicago, US, August, 2014. 110.
Lei Sun, KarAnn Toh, Zhiping Lin, Badong Chen, “Empirical Survival Error Potential Weighted
Least Squares for Binary Pattern Classification”, In Proceedings of The 13th
International Conference on Control, Automation, Robotics and Vision
(ICARCV), pp. 949952, Singapore, Dec. 2014. 111. C.
K. L. Lekamalage, T. Liu, Y. Yang, Z. Lin, and G.B. Huang, “Extreme learning
machine for clustering,” in Proceedings of ELM 2014 Volume 1, pp. 435–444,
Singapore, Dec. 2014. 112. T.
Liu, Y. Yang, G.B. Huang, and Z. Lin, “Detection of drivers distraction
using semisupervised extreme learning machine,” in Proceedings of ELM2014
Volume 2, pp. 379–387, Singapore, Dec. 2014. 113.
Yunfeng Liang, Zhiping Lin, Jun Gu,
Wee Ser, Feng Lin, Evelyn Yuxin Tay, Emily Yiping Gan, Virlynn Wei Ding
Tan, Tien Guan Thng, “Melasma Image Segmentation Using Extreme Learning
Machine,” in Proceedings of ELM2014 Volume 2, pp. 379–387, Singapore, Dec.
2014. 114. Z.
Lin, Y. Wong, R.J. Ober, “Limit of the Accuracy of Parameter Estimation for
Two Molecules Moving in Close Proximity,” in Proc. IEEE ISCAS 2015, Lisbon,
Portugal, May, 2015. 115. Yumeng Gao, Zhiping Lin, Tong Tong
Zhang, Nan Liu, Tianchi Liu, Wee Ser, Zhi Xiong Koh, Marcus Eng Hock Ong,
“Effects of Two New Features of Approximate Entropy and Sample Entropy on
Cardiac Arrest Prediction,” in Proc. IEEE ISCAS 2015, Lisbon, Portugal, May,
2015. 116. Bilal
Mirza, Zhiping Lin, Jiuwen Cao and Xiaoping Lai,
“Voting Based Weighted Online Sequential Extreme Learning Machine for
Imbalance MultiClass Classification,” in Proc. IEEE ISCAS 2015, Lisbon,
Portugal, May, 2015. 117. J.
Cao, Z. Lin, “Performance Bound of Multiple Hypotheses Classification in
Compressed Sensing,” in Proc. IEEE ISCAS 2015, Lisbon, Portugal, May, 2015. 118. Hongxu
Yin, Bah Hwee Gwee, Zhiping Lin et al., “Novel RealTime System Design for
FloatingPoint SubNyquist MultiCoset Signal Blind Reconstruction,” in Proc. IEEE ISCAS
2015, Lisbon, Portugal, May, 2015. 119. David
Tay, Zhiping Lin, “Graph QMF with Flatness Constraints,” in Proc. IEEE ISCAS
2015, Lisbon, Portugal, May, 2015. 120. Arjuna Madanayake, Chamith Wijenayake, Zhiping
Lin, Nathan Dornback, “Recent Advances in
Multidimensional Systems and Signal Processing: an Overview,” in Proc. IEEE
ISCAS 2015, Lisbon, Portugal, May, 2015. 121. Dongyun Lin, Zhiping Lin, Shakeela
Sothiharan, Lei Lei and
Jingbo Zhang. “An SVM based scoring evaluation system for fluorescence
microscopic image classification,” Proceedings of 2015 IEEE International
Conference on Digital Signal Processing (DSP), July, 2015, Singapore. 122. Lei
Sun, Badong Chen, Shengyu
Nan, Zhiping Lin, KarAnn Toh, “A dictionary
updating scheme incorporating words elimination into Quantized Kernel
LeastMeanSquares for changing environments,” Proceedings of 2015 IEEE
International Conference on Digital Signal Processing (DSP), July, 2015,
Singapore. 123. Y.
Pan, W. Huang, Z. Lin et al., “Brain Tumor Grading Based on Neural Networks and Convolutional
Neural Networks,” in Proc. 37th Annual International Conference of the IEEE
EMBC, pp. 699702, Milan, Italy, August, 2015. 124. Tianchi
Liu, Yan Yang, GuangBin Huang, Zhiping Lin, Felix Klanner, Cornelia Denk and
Ralph H. Rasshofer, “Cluster regularized extreme
learning machine for detecting mixedtype distraction in driving,” in
Proceedings of IEEE 18th International Conference on Intelligent Transportation
Systems (ITSC), pp. 1323  1326, 1518
Sept. 2015. 125. K.J.
Hong, W. Ser, Z. Lin, and David C.G. Foo, “Acoustic Detection of Excessive
Lung Water using Subband Features,” IEEE Dallas Circuits and Systems
Conference, Dallas, Texas, USA, 12 – 13 October 2015. 126. BeomSeok
Oh, Yong Kiang Yeo, Fang Yuan Wan, Yi Wen, Yan Yang and Zhiping Lin, “Effects
of Noisy Sounds on Human Stress using ECG Signals: An Empirical Study,” in
Proc. International Conference on Information, Communications and Signal
Processing (ICICS) 2015, Dec. 2015, Singapore. 127. Wanzheng Zhu, BeomSeok Oh, Weimin
Huang, Zhiping Lin, Yuehao Pan and Jiayin Zhou, “Hybrid Classifiers Ensemble with An Undersampling Scheme for Liver Tumor
Segmentation,” in Proc. International Conference on Information,
Communications and Signal Processing (ICICS) 2015, Dec. 2015, Singapore. 128. G.
Wang, X. Jiang, S. Razul, C.M. See, Z. Lin, “Passive TDOA and DOA Based HF
Geolocation without Ionosphere Information,” in Proc. International
Conference on Information, Communications and Signal Processing (ICICS) 2015,
Dec. 2015, Singapore. 129. L.
Sun, B. Chen, K. Toh and Z. Lin, “A parameterfree CauchySchwarz information
measure for independent component analysis,” In proceedings of 2016 IEEE
International Conference on Acoustics, Speech and Signal Processing, pp.
25242528, March 2016, Shanghai, China. 130. David
Tay, Zhiping Lin, “Biorthogonal Filter Banks Constructed from Four Halfband Filters,” in Proc. IEEE ISCAS 2016, Montreal,
Canada, May, 2016. 131. Weimin Huang, Jiaqi Zhang,
Zhiping Lin, Su Huang, Yuping Duan,
Zhongkang Lu, “Template Based Rodent Brain Extraction and Atlas Mapping,”
IEEE EMBC’16, Orlando, FL, USA, August 2016. 132. X.
Zhang, Y. Liang, D. Lin, Z. Lin, S. Thng, E. Gan, E. Tay, “Reactiondiffusion
Based Level Set Method with Local Entropy Thresholding
for Melasma Image Segmentation,” in Proc. of the
14th International Conference on Control, Automation, Robotics and Vision,
ICARCV 2016, Phuket, Thailand,
November 13 – 15, 2016. 133. Y.
Yu, Z. Yang, B. Oh, Y. Yeo, Q. Liu, G. Huang, Z. Lin, “Investigation on
Driver Stress Utilizing ECG signals with Onboard Navigation Systems in Use,”
in Proc. of the 14th International Conference on Control, Automation,
Robotics and Vision, ICARCV 2016, Phuket, Thailand, November 13 – 15, 2016. 134. T.
Wang, J. Cao, J. Wang, X. Lai, Z. Lin. “Excavation Devices Classification
Using Enhanced Acoustics by MVDR Beamforming With a Cross Microphone Array,”
Proceedings of 2016 IEEE International Conference on Digital Signal
Processing (DSP), October, 2016, Beijing, China. 135. B.
Mirza, S. Kok, Z. Lin, Y. Yeo, X. Lai, J. Cao, J.
Sepulveda. “Efficient Representation Learning for High Dimensional Imbalance
Data,” Proceedings of 2016 IEEE International Conference on Digital Signal
Processing (DSP), October, 2016, Beijing, China. 136. R.
Zhao, X. Lai, Z. Lin, X. Hong. “A Matrix Iterative Algorithm for the WLS
Design of Variable Fractional Delay FIR Filters,” Proceedings of 2016 IEEE
International Conference on Digital Signal Processing (DSP), October, 2016,
Beijing, China. 137. D.
Lin, Z. Lin, R. Velmurugan. R. Ober, “Automatic
Endosomal Structure Detection and Localization in Fluorescence Microscopic
Images,” Proc. IEEE ISCAS 2017, Baltimore, MD, USA, May, 2017. 138. D.
Lin, Z. Lin, L. Sun, K. Toh, J. Cao, “LLC Encoded Bow Features and Softmax Regression for Microscopic Image Classification,”
Proc. IEEE ISCAS 2017, Baltimore, MD, USA, May, 2017. 139. Y.
Liang, Z, Lin, L. Sun, J. Cao, “Document Image Binarization
via Optimized Hybrid Thresholding,” Accepted for
Lecture Presentation by Proc. IEEE ISCAS 2017, Baltimore, MD, USA, May, 2017. 140. Q.
Liu, Y. Lim, Z. Lin, X. Lai, “Design of IIR FrequencyResponse Masking
Filters with Near Linear Phase Using Constrained Optimization,” Proc. IEEE
ISCAS 2017, Baltimore, MD, USA, May, 2017. 141. N.
Le, Z. Lin, D. Tay, L. Xu, J. Cao, “Design of Orthogonal Filterbanks
with Rational Coefficients Using Grobner Bases,”
Proc. IEEE ISCAS 2017, Baltimore, MD, USA, May, 2017. 142. B.S.
Oh, Z. Gu, G. Wang, K.A. Toh, Z. Lin, “Analytic
Radar microDoppler Signatures Classification,” Proc. the Second
International Workshop on Pattern Recognition, May 2017, Singapore. 143. R.
Zhao, Z. Lin, K.A. Toh, L. Sun, X. Lai, "Almost Minimax Design of FIR
filter Using an IRLS Algorithm without Matrix Inversion," Proc. the
Second International Workshop on Pattern Recognition, May 2017, Singapore. 144. F.
Wan, Q. Liu, C. Wang, X. Guo, Z. Lin, "An Improved MTI filters for
Ground Clutter Reduction in UAV Classification," Proc. the Second
International Workshop on Pattern Recognition, May 2017, Singapore. 145. Weimin Huang, Chen Ling, Su Huang, Zhongkang Lu, Zhiping
Lin, “Rodent Brain Extraction Using BSpline Based Deformable Model,” IEEE
EMBC’17, Seogwipo, South Korea, July, 2017. 146. Q.
Liu, Y. Lim, Z. Lin, “Design of Sparse FrequencyResponse Masking Filters
with Arbitrary Delay Using l1Minimization,” Proceedings of 2017 IEEE
International Conference on Digital Signal Processing (DSP), August, 2017, London,
UK. 147. Yunfeng Liang, Zhiping Lin, Lei Sun, Wee Ser, Feng Lin
and Steven Thng, “An Improved Image Segmentation Method for Melasma Severity Assessment,” Proceedings of 2017 IEEE
International Conference on Digital Signal Processing (DSP), August, 2017,
London, UK. 148. BeomSeok
Oh, Xin Guo, Fangyuan Wan, KarAnn Toh and Zhiping
Lin, “An EMDbased microDoppler signature analysis for miniUAV blade flash
reconstruction,” Proceedings of 2017 IEEE International Conference on Digital
Signal Processing (DSP), August, 2017, London, UK. 149. Kun
Qin, Lei Sun, Shengmin Zhou, Badong
Chen, BeomSeok Oh and Zhiping Lin, “A Normalized Mutual Information
Estimator Compensating Variance Fluctuations for Motion Detection”, presented
at International Conf. on Extreme Learning Machines 2017 (ELM 2017), Yantai,
China, 4 – 7, Oct. 2017. 150. Zhihuan
Chen, Zhaoxia Wang, Zhiping Lin and Ting Yang, “Comparing ELM with SVM in the
field of sentiment classification of social media text data,” presented at
International Conf. on Extreme Learning Machines 2017 (ELM 2017), Yantai,
China, 4 – 7, Oct. 2017. 151. Anil
Kumar, Dongye Zhang, Zhiping Lin, Sirajudeen Gulam
Razul, and Chong Meng Samson See, “Direction
finding and multipath mitigation using single antenna,” IEEE ISCAS 2018,
Florence, Italy, May, 2018, accepted. 152. Aditya
Galada, Jianmin Zhang, Yong Kiang Yeo, Wee Ser, Zhiping Lin, Doris Tan,
Yvonne Chow, Swapna Tony, Jaclyn Chow and David Foo, “ECG Signal Processing
and Analysis for Data Arising from Rehab Patients Doing Exercises,” IEEE
ISCAS 2018, Florence, Italy, May, 2018, accepted. 153. Long
D. Nguyen, Dongyun Lin, Zhiping Lin and Jiuwen Cao, “Deep CNNs for microscopic image
classification by exploiting transfer learning and feature concatenation,”
IEEE ISCAS 2018, Florence, Italy, May, 2018, accepted. 154. Siyuan Peng, Wee Ser, Zhiping Lin and Badong
Chen, “Sparse nonnegative matrix factorization based on maximum correntropy criterion,” IEEE ISCAS 2018, Florence, Italy,
May, 2018, accepted. 155. Ruijie
Zhao, Xiaoping Lai and Zhiping Lin, “An Iterative Reweighted Minimax
Algorithm for the Design of FRMbased Twochannel QMF Banks,” IEEE ISCAS
2018, Florence, Italy, May, 2018, accepted. 156. Xiaoping
Lai, Jiuwen Cao and Zhiping Lin, “A Novel Relaxed
ADMM with Highly Parallel Implementation for Extreme Learning Machine,” IEEE
ISCAS 2018, Florence, Italy, May, 2018, accepted.
Research and Conjectures 

