Derong Liu

Personal Home Page

http://www.ece.uic.edu/Faculty/liu.html

Articles in Scholarly Journals [Incomplete List]

  1. Neurodynamic programming: a case study of the traveling salesman problem
    Neural Computing and Applications, vol. 17, no. 4, pp. 347–355, 2008
  2. Neural networks: Algorithms and applications
    Neurocomputing, vol. 71, no. 4-6, pp. 471–473, 2008
  3. IEEE Transactions on Neural Networks, vol. 19, no. 2, pp. 308–318, 2008
  4. IEEE Transactions on Neural Networks, vol. 19, no. 3, pp. 523–528, 2008
  5. IEEE Transactions on Neural Networks, vol. 19, no. 5, pp. 855–873, 2008
  6. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), vol. 38, no. 1, pp. 126–140, 2008
  7. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), vol. 38, no. 4, pp. 988–993, 2008
  8. IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews), vol. 37, no. 2, pp. 157–159, 2007
  9. IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 54, no. 8, pp. 730–734, 2007
  10. Fuzzy $H_\infty$ Filter Design for a Class of Nonlinear Discrete-Time Systems With Multiple Time Delays
    IEEE Transactions on Fuzzy Systems, vol. 15, no. 3, pp. 453–469, 2007
  11. A multipath interference cancellation technique for WCDMA downlink receivers
    International Journal of Communication Systems, vol. 20, no. 6, pp. 661–668, 2007
  12. Novel packet coding scheme immune to packet collisions for CDMA-based wireless ad hoc networks
    IEE Proceedings - Communications, vol. 153, no. 1, p. 1, 2006
  13. Lie Algebraic Stability Analysis for Switched Systems With Continuous-Time and Discrete-Time Subsystems
    IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 53, no. 2, pp. 152–156, 2006
  14. Simultaneous Blind Separation of Instantaneous Mixtures With Arbitrary Rank
    IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 53, no. 10, pp. 2287–2298, 2006
  15. Motif Discoveries in Unaligned Molecular Sequences Using Self-Organizing Neural Networks
    IEEE Transactions on Neural Networks, vol. 17, no. 4, pp. 919–928, 2006
  16. Taguchi Method for Solving the Economic Dispatch Problem With Nonsmooth Cost Functions
    IEEE Transactions on Power Systems, vol. 20, no. 4, pp. 2006–2014, 2005
  17. International Journal of Bifurcation and Chaos [in Applied Sciences and Engineering], vol. 15, no. 8, p. 2603, 2005
  18. Multiuser Detection Using the Taguchi Method for DS-CDMA Systems
    IEEE Transactions on Wireless Communications, vol. 4, no. 4, pp. 1594–1607, 2005
  19. A Self-Learning Call Admission Control Scheme for CDMA Cellular Networks
    IEEE Transactions on Neural Networks, vol. 16, no. 5, pp. 1219–1228, 2005
  20. On the global output convergence of a class of recurrent neural networks with time-varying inputs
    Neural Networks, vol. 18, no. 2, pp. 171–178, 2005
  21. Identification of motifs with insertions and deletions in protein sequences using self-organizing neural networks?
    Neural Networks, vol. 18, no. 5-6, pp. 835–842, 2005
  22. Call Admission Policies Based on Calculated Power Control Setpoints in SIR-Based Power-Controlled DS-CDMA Cellular Networks
    Wireless Networks, vol. 10, no. 4, pp. 473–483, 2004
  23. Two new operators in rough set theory with applications to fuzzy sets
    Information Sciences, vol. 166, no. 1-4, pp. 147–165, 2004
  24. Global Output Convergence of a Class of Continuous-Time Recurrent Neural Networks With Time-Varying Thresholds
    IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 51, no. 4, pp. 161–167, 2004
  25. A Novel Modulation and DemodulationTechnique for the Downlink of Spread Spectrum Multipath Channels
    IEEE Communications Letters, vol. 8, no. 4, pp. 208–210, 2004
  26. An Improved Maximum Likelihood Approach to Image Reconstruction Using Ordered Subsets and Data Subdivisions
    IEEE Transactions on Nuclear Science, vol. 51, no. 1, pp. 130–135, 2004
  27. International Journal of Bifurcation and Chaos [in Applied Sciences and Engineering], vol. 14, no. 10, p. 3505, 2004
  28. Robust absolute stability of time-varying nonlinear discrete-time systems
    IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, vol. 49, no. 8, pp. 1129–1137, 2002
  29. A constructive algorithm for feedforward neural networks with incremental training
    IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, vol. 49, no. 12, pp. 1876–1879, 2002
  30. Criteria for robust absolute stability of time-varying nonlinear continuous-time systems
    Automatica, vol. 38, no. 4, pp. 627–637, 2002
  31. N-bit parity neural networks: new solutions based on linear programming
    Neurocomputing, vol. 48, no. 1-4, pp. 477–488, 2002
  32. Synthesis of fractional gaussian noise using linear approximation for generating self-similar network traffic
    ACM SIGCOMM Computer Communication Review, vol. 30, no. 2, p. 4, 2000
  33. Synthesis approach for bidirectional associative memories based on the perceptron training algorithm
    Neurocomputing, vol. 35, no. 1-4, pp. 137–148, 2000
  34. Neural network-based model reference adaptive control system
    IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics), vol. 30, no. 1, pp. 198–204, 2000
  35. A new synthesis procedure for a class of cellular neural networks with space-invariant cloning template
    IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, vol. 45, no. 12, pp. 1601–1605, 1998
  36. A new synthesis approach for feedback neural networks based on the perceptron training algorithm
    IEEE Transactions on Neural Networks, vol. 8, no. 6, pp. 1468–1482, 1997
  37. Harmonic amplitude distribution in a wideband ultrasonic wavefront after propagation through human abdominal wall and breast specimens
    The Journal of the Acoustical Society of America, vol. 101, no. 2, p. 1172, 1997
  38. Stability analysis of systems with partial state saturation nonlinearities
    IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, vol. 43, no. 3, pp. 230–232, 1996
  39. Robustness analysis and design of a class of neural networks with sparse interconnecting structure
    Neurocomputing, vol. 12, no. 1, pp. 59–76, 1996
  40. Stability analysis of a class of systems with parameter uncertainties and with state saturation nonlinearities
    International Journal of Robust and Nonlinear Control, vol. 5, no. 5, pp. 505–519, 1995
  41. Qualitative limitations incurred in implementations of recurrent neural networks
    IEEE Control Systems Magazine, vol. 15, no. 3, pp. 52–65, 1995
  42. Stability analysis of state-space realizations for two-dimensional filters with overflow nonlinearities
    IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, vol. 41, no. 2, pp. 127–137, 1994
  43. Necessary and sufficient conditions for the Hurwitz and Schur stability of interval matrices
    IEEE Transactions on Automatic Control, vol. 39, no. 6, pp. 1251–1255, 1994
  44. Null controllability of systems with control constraints and state saturation
    Systems & Control Letters, vol. 20, no. 2, pp. 131–139, 1993
  45. Asymptotic stability of systems operating on a closed hypercube
    Systems & Control Letters, vol. 19, no. 4, pp. 281–285, 1992
  46. Asymptotic stability of discrete-time systems with saturation nonlinearities with applications to digital filters
    IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, vol. 39, no. 10, pp. 798–807, 1992