Refereed Journal Papers

  1. G. Wang, W. Li, Q. Bai and E. M-K. Lai, "Maximizing Social Influence with Minimum Information Alteration," IEEE Transactions on Emerging Topics in Computing, Accepted for publication, July 2023, pp.1-13. (DOI: 10.1109/TETC.2023.3292384)
  2. W. Li, Y. Hu, C. Jiang, S. Wu, Q. Bai and E. M-K. Lai, "ABEM: An Adaptive Agent-based Evolutionary Approach for Influence Maximization in Dynamic Social Networks," Applied Soft Computing, Vol. 136, March 2023, 110062. (DOI: 10.1016/j.asoc.2023.20062)
  3. Z. Doborjeh, M. Doborjeh, A. Sumich, B. Singh, S. Budhraja, W. Goh, E. M-K. Lai, M. Williams, S. Tan, J. Lee and N. Kasagov, "Investigation of Social and Cognitive Predictors in Non-transition Ultra-high-risk individuals for psychosis using spiking neural networks," Schizophrenia, Vol. 9, Article 10, February 2023. (DOI: 10.1038/s41537-023-00336-2)
  4. B. Singh, M. Doborjeh, Z. Doborjeh, S. Budhraja, S. Tan, A. Sumich, W. Goh, J. Lee, E. M-K. Lai and N. Kasagov, "Constrained Neuro Fuzzy Inference Methodology for Explainable Personalised Modelling with Applications on Gene Expression Data," Scientific Report, Vol. 13, Article 456, January 2023. (DOI: 10.1038/s41598-022-27132-8)
  5. D. Chen, S. Yongchareon, E. M-K. Lai, J. Yu, Q.Z. Sheng and Y. Li, "Transformer with Bidirectional GRU for Non-intrusive, Sensor-based Activity Recognition in a Multi-resident Environment," IEEE Internet of Things Journal, Vol. 9, No. 23, December 2022, pp.23716-23727. (DOI: 10.1109/JIOT.2022.3190307)
  6. B. Denham, E. M-K. Lai, R. Sinha and M.A. Naeem, "WITAN: Unsupervised Labelling Function Generation for Assisted Data Programming," Proceedings of the VLDB Endowment, Vol. 15, No. 11, September 2022, pp.2334-2347. (DOI: 10.14778/3551793.3551797)
  7. Y. Shen, E. M-K. and M. Mohaghegh, "Effects of Similarity Score Functions in Attention Mechanisms on the Performanc of Neural Question Answering Systems," Neural Processing Letters, February 2022. (DOI: 10.1007/s11063-021-10730-4)
  8. J. Ma, X. Che, Y. Li and E. M-K. Lai, "Traffic Scenarios for Automated Vehicle Testing: A Review of Description Languages and Systems," Machines, Vol.9, no.12, December 2021, 342. (DOI: 10.3390/machines9120342)
  9. D. Chen, S. Yongchareon, E. M-K. Lai, Q.Z. Sheng, and V. Liesaputra, "Locally-weighted Ensemble Detection-based Adaptive Random Forest Classifier for Sensor-based Online Activity Recognition for Multiple Residents," IEEE Internet of Things Journal, accepted for publication, 2021. (DOI: 10.1109/JIOT.2021.3139330)
  10. D. Chen, S. Yongchareon, E. M-K. Lai, J. Yu and Q.Z. Sheng, "Hybrid Fuzzy C-means CPD-based Segmentation for Improving Sensor-based Multi-resident Activity Recognition," IEEE Internet of Things Journal, Vol.8, no.4, July 2021, pp.11193-11207. (DOI: 10.1109/JIOT.2021.3051574)
  11. D. Konings, N. Faulkner, F. Alam, E. M-K. Lai, and S.N. Demidenko, "FieldLight: Device-Free Indoor Human Localization Using Passive Visible Light Positioning and Artificial Potential Fields," IEEE Sensors Journal, Vol. 20, no. 2, 2020, pp.1054-1066. (DOI: 10.1109/JSEN.2019.2944178)
  12. D. Konings, F. Alam, F. Noble, and E. M-K. Lai, "Improved Distance Metrics for Histogram-Based Device-Free Localization," IEEE Sensors Journal, Vol. 19, no. 19, 2019, pp.8940-8950. (DOI: 10.1109/JSEN.2019.2922772)
  13. S. Humagain, R. Sinha, E. M-K. Lai, and P. Ranjitkar, "A Systematic Review of Route Optimisation and Pre-emption Methods for Emergency Vehicles," Transport Reviews, Vol. 39, July 2019, 19 pages. (DOI: 10.1080/01441647.2019.1649319)
  14. D. Konings, F. Alam, F. Noble, and E. M-K. Lai, "SpringLoc: A Device-Free Localization Technique for Indoor Positioning and Tracking Using Adaptive RSSI Spring Relaxation," IEEE Access, Vol. 7, April 2019, pp.56960-56973. (DOI: 10.1109/ACCESS.2019.2913910)
  15. D. Konings, F. Alam, F. Noble, and E. M-K. Lai, "Device-free Localization Systems Utilizing Wireless RSSI: A Comparative Practical Investigation," IEEE Sensors Journal, Vol. 19, no. 7, April 2019, pp.2747-2757. (DOI: 10.1109/JSEN.2018.2888862)
  16. D. Konings, B. Parr, F. Alam, and E. M-K. Lai, "Falcon: Fused Application of Light Based Positioning Coupled with Onboard Network Localization," IEEE Access, Vol. 6, 2018, pp.36155-36167. (DOI: 10.1109/ACCESS.2018.2847314)
  17. G. Cao, E. M-K. Lai, and F. Alam, "Enhanced Particle Swarm Optimization Algorithms for Multiple-Input Multiple-Output System Modelling using Convolved Gaussian Process Models," International Journal of Intelligent Systems, Technologies and Applications, Vol. 17, no. 3, August 2018, pp.347-369. pdf (DOI: 10.1504/IJISTA.2018.094019)
  18. G. Cao, E. M-K. Lai, and F. Alam, "Gaussian Process Model Predictive Control of An Unmanned Quadrotor," Journal of Intelligent and Robotic Systems, Vol.88, no.1, October 2017, pp.147-162. pdf (DOI: 10.1007/s10846-017-0549-y)
  19. G. Cao, E. M-K. Lai, and F. Alam, "Gaussian Process Model Predictive Control of Unknown Nonlinear Systems," IET Control Theory and Applications, vol. 11, no. 5, March 2017, pp.703-713. pdf (DOI: 10.1049/iet-cta.2016.1061)
  20. S. Alam, E. M-K. Lai, J. Young and S.M.R. Hasan, "Rapid Electronic Prediction of Gene Expression Regulation in Bacterial Cells," Electronics Letters, vol. 50, no. 22, 23rd October 2014, pp.1566-1568. (DOI: 10.1049/el.2014.2144)
  21. S.J. Darak, A.P. Vinod, E. M-K. Lai, J. Palicot and H. Zhang, "Linear Phase VDF Design with Unabridged Bandwidth Control over the Nyquist Band," IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 61, no. 6, 2014, pp.428-432. pdf (DOI: 10.1109/TCSII.2014.2319992)
  22. M.Y. Baig, E. M-K. Lai and A. Punchihewa, "Compressed Sensing Based Distributed Image Compression," Applied Sciences, Special Issue on Digital Signal Processing and Engineering Applications, Vol. 4, no. 2, 2014, pp.128-147. pdf (DOI: 10.3390/app4020128)
  23. S.J. Darak, K.G. Smitha, A.P. Vinod and E. M-K. Lai, "A Low Complexity Reconfigurable Fast Filter Bank for Multi-standard Wireless Receivers," IEEE Transactions on Very Large Scale Integration (VLSI) Systems, Vol. 22, no. 5, 2014, pp.1202-1206. (DOI: 10.1109/TVLSI.2013.2263813)
  24. S.J. Darak, A.P. Vinod and E. M-K. Lai, "Efficient Implementation of Reconfigurable Warped Digital Filters With Variable Lowpass, Highpass, Bandpass And Bandstop Responses," IEEE Transactions on Very Large Scale Integration (VLSI) Systems, Vol. 21, no. 6, June 2013, pp.1165-1169. (DOI: 10.1109/TVLSI.2012.2203158)
  25. S.J. Darak, A.P. Vinod and E. M-K. Lai, "A Low Complexity Reconfigurable Non-uniform Filter Bank for Channelization in Multi-standard Wireless Communication Receivers," Journal of Signal Processing Systems, Vol. 68, no. 1, July 2012, pp.95-111. pdf
    (DOI: 10.1007/11265-011-0579-9)
  26. R. Mahesh, A.P. Vinod, E. M-K. Lai and A. Omondi, "Filterbank Channelizers for Multi-standard Software Defined Radio Receivers," Journal of Signal Processing Systems, Vol. 62, no. 2, Feb 2011, pp.157-171. pdf
    (DOI: 10.1007/s11265-008-0327-y)
  27. S.D. Teddy, C. Quek, E. M-K. Lai and A. Cinar, "PSECMAC Intelligent Insulin Schedule for Diabetic Blood Glucose Management Under Non Meal Announcement," IEEE Transactions on Neural Networks, Vol. 21, no. 3, March 2010, pp.361-380. pdf
    (DOI: 10.1109/TNN.2009.2036726)
  28. A.P. Vinod, E. M-K. Lai, D. Maskell and P.K. Meher, "An Improved Common Subexpression Elimination Method for Reducing Logic Operators in FIR Filter Implementations Without Increasing Logic Depth," Integration: the VLSI Journal, Vol. 43, No. 1, Jan 2010, pp.124-135. pdf
    (DOI: 10.10.1016/j.vlsi.2009.07.001)
  29. S.D. Teddy, C. Quek and E. M-K. Lai, "A Cerebellar Associative Memory Approach to Option Pricing and Arbitrage Trading," Neurocomputing, Vol. 71, nos. 16-18, October 2008, pp.3303-3315. pdf
    (DOI: 10.1016/j.neucom.2008.04.039)
  30. J. Mathew, R. Mahesh, A.P. Vinod and E. M-K. Lai, "Realization of Low Power High-Speed Channel Filters with Stringent Adjacent Channel Attenuation Specifications for Wireless Communication Receivers," IEICE Transactions on Fundamentals of Electronics, Communications and Computer Science, Vol. E91-A, No. 9, September 2008, pp.2564-2570. pdf
  31. S.D. Teddy, C. Quek and E. M-K. Lai, "PSECMAC: A Novel Self-Organizing Multi Resolution Associative Memory Architecture," IEEE Transactions on Neural Networks, Vol. 19, no. 4, April 2008, pp.689-712. pdf
    (DOI: 10.1109/TNN.2007.912300)
  32. S. Xiao and E. M-K. Lai, "A Rough Programming Approach to Power-Balanced Instruction Scheduling for VLIW Digital Signal Processors," IEEE Transactions on Signal Processing, Vol. 56, No. 4, April 2008, pp.1698-1709. pdf (DOI: 10.1109/TSP.2007.909003)
  33. S.D. Teddy, E. M-K. Lai and C. Quek, "Hierarchically Clustered Adaptive Quantization CMAC and Its Learning Convergence," IEEE Transactions on Neural Networks, Vol.18, No.6, Nov 2007, pp.1658-1682. pdf
    (DOI: 10.1109/TNN.2007.900810)
  34. S. Xiao and E. M-K. Lai, "VLIW Instruction Scheduling for Minimum Power Variation," ACM Transactions on Architecture and Code Optimization, Vol.4, No.3, Sep 2007, Article 18 (31 pages). pdf
    (DOI: 10.1145/1275937.1275942)
  35. N.B. Ho, J.C. Tay and E. M-K. Lai, "An Effective Architecture for Learning and Evolving Job-Shop Schedules," European Journal of Operational Research, Vol.179, No.2, 1 June 2007, pp.316-333. pdf
    (DOI: 10.1016/j.ejor.2006.04.007)
  36. A.P. Vinod and E. M-K. Lai, "Low-power and High-speed Implementation of Pulse Shaping Filters in Software Defined Radio Receivers," IEEE Transactions on Wireless Communications, Vol.5, No.7, July 2006, pp.1669-1675. pdf
    (DOI: 10.1109/TWC.2006.1673078)
  37. A.B. Premkumar, E.L. Ang and E. M-K. Lai, "Improved Memoryless RNS Forward Converter Based on the Periodicity of Residues," IEEE Transactions on Circuits and Systems Part II: Express Briefs, Vol.53, No.2, Feb 2006, pp.133-137. pdf
    (DOI: 10.1109/TCSII.2005.857090)
  38. A.P. Vinod and E. M-K. Lai, "An Efficient Coefficient Partitioning Algorithm for Implementing Low-power and High-speed Digital Filters," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 24, no. 12, Dec 2005, pp.1936-1946. pdf
    (DOI: 10.1109/TCAD.2005.852659)
  39. A.P. Vinod and E. M-K. Lai, "On the Implementation of Efficient Channel Filters for Wideband Receivers by Optimizing Common Subexpression Elimination Methods," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 24, no. 2, Feb 2005, pp.295-304. pdf
    (DOI: 10.1109/TCAD.2004.840552)
  40. H. Lauw, S.C. Hui and E. M-K. Lai, "Shared-Storage E-auctioning Ensures Data Availability," IEEE Internet Computing, Vol. 8, no. 5, Sep/Oct 2004, pp.22-28. (DOI: 10.1109/MIC.2004.50)
  41. Y. Liu and E. M-K. Lai, "Moduli Set Selection and Cost Estimation for RNS-Based FIR and Filterbank Design," Design Automation for Embedded Systems, Vol. 9, no. 2, June 2004, pp.123-139. pdf
    (DOI: 10.1007/s10617-005-1186-4)
  42. Y. Liu, and E. M-K. Lai, "Design and Implementation of an RNS-based 2D DWT Processor," IEEE Transactions on Consumer Electronics, Vol. 50, no. 1, February 2004, pp.376-385. pdf
    (DOI: 10.1109/TCE.2004.1277887)
  43. A.P. Vinod, E. M-K. Lai, A.B. Premkumar, and C.T. Lau, "FIR Filter Implementation by Efficient Sharing of Horizontal and Vertical Common Sub-expressions," Electronics Letters, Vol. 39, no. 2, 23rd January 2003, pp. 251-253. pdf
    (DOI: 10.1049/el:20030150)
  44. Y. Xu and E. M-K. Lai, "Restoration of Images Contaminated by Mixed Gaussian and Impulse Noise Using a Recursive Minimum-Maximum Method," IEE Proceedings -- Vision, Image and Signal Processing Vol. 145, No. 4, August 1998, pp. 264-270. pdf
    (DOI: 10.1049/ip-vis:19981995)
  45. H.W. Chun and E. M-K. Lai, "Intelligent Critic Systems for Architectural Design," IEEE Transactions on Knowledge and Data Engineering, Vol. 9, No. 4, July/August 1997, pp. 625-639. pdf
    (DOI: 10.1109/69.617054)
  46. C-S. Leung, L-W. Chan and E. M-K. Lai, "Stability and Statistical Properties of Second-Order Bidirectional Associative Memory," IEEE Transactions on Neural Networks, Vol. 8, No. 2, March 1997, pp. 267-277. pdf
    (DOI: 10.1109/72.557664)
  47. C-S. Leung, L-W. Chan and E. M-K. Lai, "Stability, Capacity, and Statistical Dynamics of Second-Order Bidirectional Associative Memory," IEEE Transactions on System, Man, and Cybernetics, Vol. 25, No. 10, October 1995, pp. 1414-1424. pdf
    (DOI: 10.1109/21.464439)
  48. M. Alder, R. Togneri, E. Lai and Y. Attikiouzel, "Kohonen's Algorithm for the Numerical Parametrisation of Manifolds," Pattern Recognition Letters, Vol. 11, no. 5, May 1990, pp. 313-319. pdf
    (DOI: 10.1016/0167-8655(90)90040-9)