Long CHEN  陳龍
Associate Professor

Academic Qualifications | Professional Qualification | Working Experience | Award and Honor | Teaching | Research | Selected Publications | Services | Professional Affiliations | Contact Details

Academic Qualifications
Professional Qualification
Working Experience
Award and Honor
Teaching

B.Sc. Courses

  1. Logic and Computability (SFTW422) / Logic for Computer Science (CISB463)
  2. Artificial Intelligence II (SFTW461) / Advanced Artificial Intelligence (CISB450)
  3. Final Year Project (CISB410)

Ph.D. Course

  1. Research Methods (SCTE801)

Research

Research Interests

Recent Research Projects (2011 - present)

PI: Co-PI:
Selected Publications

Journal Papers (2011 - present)

Underline indicates UM students.

  1. Y. Li, X. H, D. D, Y. Zou, Y. Xu, X. Wang, Y. Zhang, L. Chen, Z. Chen, W. Tan, "In situ targeted MRI detection of Helicobacter pylori with stable magnetic graphitic nanocapsules", Nature Communications, ​in press 2017
  2. J. Zhou, L. Chen, C. L. P. Chen, H-X. Li, "Uncertain Data Clustering in Distributed Peer-to-Peer Networks", IEEE Transactions on Neural Networks and Learning Systems, in press 2017
  3. L. Liu, C. L. P. Chen, S. Li, Y. Tang, L. Chen, "Robust Face Hallucination via Locality-constrained Bi-layer Representation​", IEEE Transactions on Cybernetics,  in press 2017
  4. L. Guo, L. Chen, Y. Wu, C. L. P. Chen, "Image Guided Fuzzy C-Means for Image Segmentation", International Journal of Fuzzy Systems, in press 2017
  5. C. Zhang, D. Chen, J. Yin, L. Chen, "A flexible and robust train operation model based on expert knowledge and online adjustment​", International Journal of Wavelets, Multiresolution and Information Processing, 15(3), 1750023, 2017
  6. R. Cheng, Y. Song, D. Chen, L. Chen, "Intelligent Localization of High Speed Train using LSSVM and Online Sparse Optimization Approach", IEEE Transactions on Intelligent Transportation Systems, in press, 2016.
  7. Y. Zhang, Y.  Zou, F. Liu, Y. Xu, X. Wang, H. Liang, L. Chen, Z. Chen, W. Tan. "Stable Graphene-Isolated-Au-Nanocrystal for Accurate and Rapid Surface Enhancement Raman Scattering Analysis". Analytical Chemistry, 2016, 88 (21), pp 10611–10616
  8. M. Gan, L. Chen, C. Zhang, H. Peng, "A Self-organizing State Space Type Microstructure Model for Financial Asset Allocation". IEEE Access, vol.PP, no.99, pp.1-10, doi: 10.1109/ACCESS.2016.2626720​
  9. J. Duan, L. Chen, C. L. P. Chen, “Multifocus Image Fusion Using Superpixel Segmentation and Superpixel-based Mean Filtering”, Applied Optics, in press
  10. Y. Zou, L. Chen, Z. Song, D. Ding, Y. Chen, Y. Xu, S. Wang, X. Lai, Y. Zhang, Y. Sun, Z. Chen, W. Tan, "Stable and unique graphitic Raman internal standard nanocapsules for surface-enhanced Raman spectroscopy quantitative analysis", Nano Research, vol. 9, no. 5, pp. 1418-1425, 2016.
  11. J. Zhou, L. Chen, C.L.P. Chen, Y. Zhang, H.X. Li, "Fuzzy clustering with the entropy of attribute weights", Neurocomputing, vol. 198, no. C, pp. 125-134, 2016.​
  12. T. Zhang, L. Chen, C.L.P. Chen, "Clustering Algorithm Based on Spatial Shadowed Fuzzy C-means and I-Ching Operators", International Journal of Fuzzy Systems, vol. 18, no. 4, pp. 609-617, 2016.
  13. C.Y. Zhang, D. Chen, J. Yin, L. Chen, "Data-driven train operation models based on data mining and driving experience for the diesel-electric locomotive", Advanced Engineering Informatics, vol. 30, no. 3, pp. 553-563, 2016.​
  14. Y.T. Xu, L. Chen, Z. Chen, "Applications of Graphitic Nanomaterial's Optical Properties in Biochemical Sensing", Acta Physico-Chimica Sinicano, in press, 2016. doi: 10.3866/PKU.WHXB201609213
  15. X.W. Wang, W. Gao, H. Fan, D. Ding, X.F. Lai, Y.X. Zou, L. Chen, Z. Chen, W. Tan, "Simultaneous tracking of drug molecules and carriers using aptamer-functionalized fluorescent superstable gold nanorod–carbon nanocapsules during thermo-chemotherapy", Nanoscale, vol. 8, no. 15, pp. 7942-7948, 2016.
  16. S. Wang, Z. Liu, Y. Zou, X. Lai, D. Ding, L. Chen, L. Zhang, Y. Wu, Z. Chen, W. Tan, "Elucidating the cellular uptake mechanism of aptamer-functionalized graphene-isolated-Au-nanocrystals with dual-modal imaging", Analyst, vol. 141, no. 11, pp. 3337-3342, 2016.
  17. C.E. Ren, L. Chen, C.L.P. Chen, T. Du, "Quantized consensus control for second-order multi-agent systems with nonlinear dynamics", Neurocomputing, vol. 175, no. Part A, pp. 529-537, 2016.
  18. C.E. Ren, L. Chen, C.L.P. Chen, "Adaptive fuzzy leader-following consensus control for stochastic multi-agent systems with heterogeneous nonlinear dynamics", IEEE Transactions on Fuzzy Systems, in press, 2016, doi: 10.1109/TFUZZ.2016.2554151​
  19. L. Liu, L. Chen, C.L.P. Chen, Y.Y. Tang, C.M. Pun, "Weighted joint sparse representation for removing mixed noise in image", IEEE Transactions on Cybernetics, in press, 2016, doi: 10.1109/TCYB.2016.2521428
  20. X.F. Lai, Y.X. Zou, S.S. Wang, M.J. Zheng, X.X. Hu, H. Liang, Y.T. Xu, X.W. Wang, D. Ding, L. Chen, Z. Chen, W.H. Tan, "Modulating the morphology of gold graphitic nanocapsules for plasmon resonance-enhanced multimodal imaging", Analytical chemistry, vol. 88, no. 10, pp. 5385-5391, 2016.
  21. M. Gan, C.L.P. Chen, L. Chen, C.Y. Zhang, "Exploiting the interpretability and forecasting ability of the RBF-AR model for nonlinear time series", International Journal of Systems Science, vol. 47, no. 8, pp. 1868-1876, 2016.
  22. L. Chen, L. Liu, C.L.P. Chen, "A robust bi-sparsity model with non-local regularization for mixed noise reduction", Information Sciences, vol. 354, no. 1, pp. 101-111, 2016.
  23. D. Chen, J. Yin, L. Chen, H. Xu, "Parallel Control and Management for High-Speed Maglev Systems", IEEE Transactions on Intelligent Transportation Systems, in press, 2016, doi: 10.1109/TITS.2016.2577037
  24. C.L.P. Chen, T. Zhang, L. Chen, S.C. Tam, "I-Ching Divination Evolutionary Algorithm and its Convergence Analysis", IEEE Transactions on Cybernetics, in press, 2016, doi: 10.1109/TCYB.2015.2512286
  25. C.Y. Zhang, C.L.P. Chen, M. Gan, L. Chen, "Predictive Deep Boltzmann Machine for Multiperiod Wind Speed Forecasting", IEEE Transactions on Sustainable Energy, vol. 6, no. 4, pp. 1416-1425, 2015.​
  26. M. Gan, H.X. Li, C.L.P. Chen, L. Chen, "A Potential Method for Determining Nonlinearity in Wind Data", IEEE Power and Energy Technology Systems Journal, vol. 2, no. 2, pp. 74-81, 2015.
  27. M. Gan, C.L.P. Chen, H.X. Li, L. Chen, "Gradient radial basis function based varying-coefficient autoregressive model for nonlinear and nonstationary time series", IEEE Signal Processing Letters, vol. 22, no. 7, pp. 809-812, 2015.
  28. C.L.P. Chen, C.Y. Zhang, L. Chen, M. Gan, "Fuzzy restricted boltzmann machine for the enhancement of deep learning", IEEE Transactions on Fuzzy Systems, vol. 23, no. 6, pp. 2163-2173, 2015.
  29. C.L.P. Chen, L. Liu, L. Chen, Y.Y. Tang, Y. Zhou, "Weighted couple sparse representation with classified regularization for impulse noise removal", IEEE Transactions on Image Processing, vol. 24, no. 11, pp. 4014-4026, 2015.
  30. J. Zhou, C.L.P. Chen, L. Chen, H.X. Li, "A collaborative fuzzy clustering algorithm in distributed network environments", IEEE Transactions on Fuzzy Systems, vol. 22, no. 6, pp. 1443-1456, 2014.
  31. Z.L. Song, Z. Chen, X. Bian, L.Y. Zhou, D. Ding, H. Liang, Y. Zou, S.S. Wang, L. Chen, C. Yang, X.B. Zhang, W. Tan, "Alkyne-functionalized superstable graphitic silver nanoparticles for Raman imaging", Journal of the American Chemical Society, vol. 136, no. 39, pp. 13558-13561, 2014.
  32. X.K. Nie, Y.T. Xu, Z.L. Song, D. Ding, F. Gao, H. Liang, L. Chen, X. Bian, Z. Chen, W. Tan, "Magnetic-graphitic-nanocapsule templated diacetylene assembly and photopolymerization for sensing and multicoded anti-counterfeiting", Nanoscale, vol. 6, no. 21, pp. 13097-13103, 2014.
  33. L. Chen, J. Zou, C.L.P. Chen, "Kernel spatial shadowed c-means for image segmentation", International Journal of Fuzzy Systems, vol. 16, no. 1, pp. 46-56, 2014.
  34. C.L.P. Chen, J. Wang, C.H. Wang, L. Chen, "A new learning algorithm for a fully connected neuro-fuzzy inference system", IEEE Transactions on Neural Networks and Learning Systems, vol. 25, no. 10, pp. 1741-1757, 2014.
  35. X. Bian, Z.L. Song, Y. Qian, W. Gao, Z.Q. Cheng, L. Chen, H. Liang, D. Ding, X.K. Nie, Z. Chen, W. Tan, "Fabrication of graphene-isolated-Au-nanocrystal nanostructures for multimodal cell imaging and photothermal-enhanced chemotherapy", Scientific reports, vol. 4, article no. 6093, 2014.
  36. J. Zhou, C.L.P. Chen, L. Chen, W. Zhao, "A user-customizable urban traffic information collection method based on wireless sensor networks", IEEE Transactions on Intelligent Transportation Systems, vol. 14, no. 3, pp. 1119-1128, 2013.
  37. L. Chen, J. Li, C.L.P. Chen, "Regional multifocus image fusion using sparse representation", Optics express, vol. 21, no. 4, pp. 5182-5197, 2013.
  38. D. Chen, L. Chen, J. Liu, "Road link traffic speed pattern mining in probe vehicle data via soft computing techniques", Applied Soft Computing, vol. 13, no. 9, pp. 3894-3902, 2013.
  39. D. Chen, L. Chen, "Practical constraint K-segment principal curve algorithms for generating railway GPS digital map", Mathematical Problems in Engineering, vol. 2013, article no. 258694, 2013.
  40. J. Cui, X. Ma, L. Chen, J. Zhang, "SCFIA: a statistical corresponding feature identification algorithm for LC/MS", BMC bioinformatics, vol. 12, article no. 439, 2011.
  41. L. Chen, C.L.P. Chen, M. Lu, "A multiple-kernel fuzzy C-means algorithm for image segmentation", IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), vol. 41, no. 5, pp. 1263-1274, 2011

Conference Papers (2011 - present)

  1. L. Guo, L. Chen, Y. Wu, C. L. Chen, "Image Guided Fuzzy C-Means for Image Segmentation". International Conference on Fuzzy Theory and Its Applications (iFuzzy 2016). Taichung, Taiwan. 11/2016
  2. L Chen, L. Guo, L. Lu. C. L. Chen, "Fuzzy Clustering Method with Graph-based Regularization". International Conference on Fuzzy Theory and Its Applications (iFuzzy 2016),. Taichung, Taiwan., 11/2016
  3. L. Chen, L. Kong, "Fuzzy Clustering in High-dimensional Approximated Feature Space". International Conference on Fuzzy Theory and Its Applications (iFuzzy 2016). Taichung, Taiwan, 11/2016
  4. L. Chen, J. Duan, C.L. Chen,"Rician noise removal in MR imaging using multi-image guided filter". Proceedings 2016 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS). Jinzhou, Liaoning, China, pp180-184,2016
  5. L. Chen, S. Chen, "New shadowed fuzzy C-means algorithm for image segmentation". Proceedings 2016 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS). Jinzhou, Liaoning, China. pp 43-46, 2016
  6. Q. Feng, C. L. Chen, L. Chen, "Compressed auto-encoder building block for deep learning network". Proceedings 2016 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS). Jinzhou, Liaoning, China, pp 131-136, 2016
  7. C.E. Ren, C. L. Chen, L. Chen. "Consensus control for nonlinear multi-agent systems with packet dropouts and measurement noises". Proceedings 2016 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS). Jinzhou, Liaoning, China, pp 125-130 2016 
  8. T. Li, L. Chen, C.L.P. Chen, "Fuzzy Clustering based Traffic Pattern Identification", 2016 IEEE International Conference on Fuzzy Systems (FUZZ 2016), Columbia, Canada, pp. 1181-1187, 2016.
  9. L. Kong, L. Chen, "Approximate Fuzzy Kernel Clustering with Random Feature Mapping and Dimension Reduction", 2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery(ICNC-FSKD), Changsha, China, pp. 1424-1429, 2016.
  10. L. Guo, L. Chen, C.L.P. Chen, "Image Guided Fuzzy Clustering for Image Segmentation", 2016 IEEE International Conference on Systems, Man, and Cybernetics(SMC 2016), Budapest, Hungary, accepted, 2016.
  11. J. Zhou, Y. Zhang, Y. Jiang, C.L.P. Chen, L. Chen, "A Distributed K-means Clustering Algorithm in Wireless Sensor Networks", 2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS 2015), Chengdu, China, pp. 26-30, 2015.
  12. J. Wang, Y.-Y. Tang, L. Chen, C.L.P. Chen, C.-T. Chen, "A New Fast-F-CONFIS Training of Fully-Connected Neuro-Fuzzy Inference System", 2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS 2015), Chengdu, China, pp. 99-104, 2015.
  13. D. Wang, L. Chen, D. Piscarreta, K.W. Tam, "Classification and Regression of Ultra Wide Band Signals", 2015 Chinese Automation Congress (CAC 2015), Wuhan, China, pp. 1907-1912, 2015.
  14. Q. Feng, L. Chen, C.L.P. Chen, "Optimize Real-valued RBM with Bidirectional Autoencoder", 2015 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2015), Yilan, Taiwan, pp. 22-27, 2015.
  15. J. Duan, L. Chen, C.L.P. Chen, "Region-Based Multi-focus Image Fusion Using Guided Filtering and Greedy Analysis", 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2015), Hong Kong, China, pp. 2932-2937, 2015.
  16. J. Zhou, C.L.P. Chen, L. Chen, "Maximum-Entropy-Based Multiple Kernel Fuzzy C-Means Clustering Algorithm", 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2014), San Diego, California, pp. 1198-1203, 2014.
  17. D. Wang, L. Chen, D. Piscarreta, K.W. Tam, "Clustering of Ultra Wide Band Signals", 2014 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2014), Kaohsiung, Taiwan, pp. 138-143, 2014.
  18. W. Gai, D. Chen, J. Yin, L. Chen, "High-speed Maglev Parallel Control and Management System-Overview and Framework", 2014 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS 2014), Qingdao, China, pp. 24-28, 2014.
  19. J. Duan, L. Chen, C.L.P. Chen, "A New Method Based on Wavelet and Greedy Pusuit Analysis for Neuro-Spike Detection", 2014 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS 2014), Qingdao, China, pp. 74-78, 2014.
  20. L. Chen, J. Zou, C.L.P. Chen, "Kernel Non-Local Shadowed C-Means for Image Segmentation", 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Beijing, China, pp. 2085-2090, 2014.
  21. J. Zou, L. Chen, C.L.P. Chen, "Shadowed C-Means for Image Segmentation Using Local and Non-local Spatial Information", 2013 IEEE International Conference on Systems, Man, and Cybernetics(SMC 2013), Manchester, United Kingdom, pp. 3933-3938, 2013.
  22. J. Zou, L. Chen, C.L.P. Chen, "Ensemble Fuzzy C-Means Clustering Algorithms based on KL-Divergence for Medical Image Segmentation", 2013 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2013), Shanghai, China, pp. 291-296, 2013.
  23. J. Zhou, C.L.P. Chen, L. Chen, "Multi-attribute Decision Making for Data-centric Routing in Wireless Sensor Network", 2013 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2013), Taipei, Taiwan, pp. 429-434, 2013.
  24. J. Zhou, C.L.P. Chen, L. Chen, "A Small-scale Traffic Monitoring System in Urban Wireless Sensor Networks", 2013 IEEE International Conference on Systems, Man, and Cybernetics(SMC 2013), Manchester, United Kingdom, pp. 4929-4934, 2013.
  25. L. Jinbo, L. Chen, C.L.P. Chen, "Regional Multi-Focus Image Fusion Using Clarity Enhanced Image Segmentation and Sparse Representation", 2013 Chinese Automation Congress (CAC 2013), Changsha, China, pp. 161-166, 2013.
  26. L. Chen, J. Zou, C.L.P. Chen, "Image Segmentation Using Shadowed C-Means and Kernel Method", 2013 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2013), Taipei, Taiwan, pp. 374-379, 2013.
  27. J. Zhou, C.L.P. Chen, L. Chen, "Parallel Attribute-Weighted Fuzzy C-Means Algorithm for Clustering", 2012 International Conference on System Science and Engineering (ICSSE 2012), Dalian, China, pp. 96-101, 2012.
  28. J. Li, L. Chen, "PKFCM-Proximity based Kernel Fuzzy C-Means for Semi-supervised Data Clustering", 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2012), Seoul, Korea (South), pp. 581-586, 2012.
  29. L. Chen, K. Petritis, T. Tegeler, B. Petritis, W.E. Haskins, J.M. Zhang, "Improved Quantification of Labeled LC-MS", 2011 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2011), Atlanta, USA, pp. 299-303, 2011.

Services

Professional Services (2011 - present)

Community Services (2011 - present)


Professional Affiliations
Contact Details

Faculty of Science and Technology
University of Macau, E11
Avenida da Universidade, Taipa,
Macau, China

Room: E11-4014
Telephone: (853) 8822-8459
Fax: (853) 8822-2426
Email: longchen