Position/s

Research Fellow (Part time)
School of Computer Science, Engineering and Mathematics

Qualifications

Ph.D., School of Informatics and Engineering, Flinders University, 2004, Australia

Research interests

Pattern Recognition and Data Mining, Computational Intelligence, Information Hiding

Publications

  • Tang, L., Pan, J., Guo, X., Chu, S. and Roddick, J. (2014). A Novel Approach on Behavior of Sleepy Lizards Based on K-Nearest Neighbor Algorithm. In Witold Pedrycz, Shyi-Ming Chen, ed. Social Networks: A Framework of Computational Intelligence. Switzerland: Springer, pp. 287-311.
    [Web Link]
  • Yu, F., Luo, H. and Chu, S. (2009). Lossless Data Hiding for Halftone Images. In J-S Pan, H-C Huang & L C Jain, ed. Information Hiding and Applications. Berlin, Germany: Springer, pp. 181-203.
    [10.1007/978-3-642-02335-4_9]
  • Chu, S., Shieh, C. and Roddick, J.F. (2004). A tutorial on meta-heuristics for optimization. In Jeng-Shyang Pan, Hsiang-Cheh Huang and Lakhmi C. Jain, ed. INTELLIGENT WATERMARKING TECHNIQUES. Singapore: World Scientific Publishing, pp. 97-132.
  • Li, J., Chu, S. and Pan, J. (2014). Kernel Learning Algorithms for Face Recognition. New York: Springer/Kluwer.
    [Web Link]
  • Chu, S., Roddick, J.F. and Chen, T. (2002). A genetic clustering algorithm for mean-residual vector quantization. In ICAST 2002: proceedings of the 18th International Conference on Advanced Science and Technology. Chicago, USA: Mid-America Chinese American Professionals Association. 18th International Conference on Advanced Science and Technology. Chicago, USA, pp. 91-99.
  • Cheng, P., Chu, S., Lin, C. and Roddick, J. (2014). Distortion-Based Heuristic Sensitive Rule Hiding Method - The Greedy Way. In LNAI 8481-Modern Advances in Applied Intelligence (IEA/AIE 2014) Springer-Verlag. The 27th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2014. Kaohsiung, Taiwan. Jun 2014, pp. 77-86.
    [10.1007/978-3-319-07455-9]
  • Yan, L., Tang, L., Chu, S., Zhu, X., Li, J. and Guo, X. (2014). Genetic Generalized Discriminant Analysis and Its Applications. In LNAI 8481-Modern Advances in Applied Intelligence (IEA/AIE 2014) Springer-Verlag. The 27th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2014. Kaohsiung, Taiwan. Jun 2014, pp. 246-255.
    [10.1007/978-3-319-07455-9]
  • Dao, T., Chu, S., Nguyen, T., Shieh, C. and Horng, M. (2014). Compact Artificial Bee Colony. In LNAI 8481-Modern Advances in Applied Intelligence (IEA/AIE 2014) Springer-Verlag. The 27th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2014. Kaohsiung, Taiwan. Jun 2014, pp. 96-105.
    [10.1007/978-3-319-07455-9]
  • Shih, H., Chu, S., Roddick, J.F., Ho, J., Liao, B. and Pan, J. (2013). A Reduce Identical Event Transmission Algorithm Using in Wireless Sensor Network. In M Kudelka, J Pokorný, V Snášel & A Abraham, ed. Proceedings of the Third International Conference on Intelligent Human Computer Interaction. Prague, Czech Republic: Springer. 3rd International Conference on Intelligent Human Computer Interaction. Prague, Czech Republic. Aug 2011, pp. 147-154.
    [10.1007/978-3-642-31603-6_13]
  • Chen, Y., Lee, T., Horng, M., Pan, J. and Chu, S. (2013). An Echo-Aided Bat Algorithm to Support Measurable Movement for Optimization Efficiency. In V Marik, AM Tjoa & H Liu, ed. The Proceeding of IEEE International Conference on Systems, Man, and Cybernetics. Los Alamitos, USA: IEEE Computer Society. SMC 2013. Manchester, United Kingdom. Oct 2013, pp. 806-811.
    [10.1109/SMC.2013.142]
  • Yan, L., Chu, S., Roddick, J. and Pan, J. (2012). Directional Discriminant Analysis Based on Nearest Feature Line. In J-S Pan, S-M Chen & NT Nguyen, ed. Intelligent Information and Database Systems (ACIIDS 2012) Proceedings. Heidelberg, Germany: Springer-Verlag. 4th Asian Conference. Kaohsiung, Taiwan. Mar 2012, pp. 119-128.
    [10.1007/978-3-642-28490-8_13]
  • Horng, M., Chen, Y., Chu, S., Pan, J., Liao, B., Hsu, J., et al. (2012). A Genetic Algorithm with Elite Mutation to Optimize Cruise Area of Mobile Sinks in Hierarchical Wireless Sensor Networks. In NT Nguyen, K Hoang & P Jedrzejowicz, ed. The Proceedings of Computational Collective Intelligence Technologies and Applications. Heidelberg, Germany: Springer. The 4th International Conference on Computational Collective Intelligence Technologies and Applications (ICCCI) Ho Chi Minh City, Vietnam. Nov 2012, pp. 402-412.
    [10.1007/978-3-642-34707-8_41]
  • Guo, X., Chu, S., Tang, L., Roddick, J. and Pan, J. (2012). A Research on Behavior of Sleepy Lizards Based on KNN Algorithm. In J-S Pan, S-M Chen and NT Nguyen, ed. Intelligent Information and Database Systems (ACIIDS 2012) Proceedings. Heidelberg, Germany: Springer-Verlag. 4th Asian Conference. Kaohsiung, Taiwan. Mar 2012, pp. 109-118.
    [10.1007/978-3-642-28490-8_12]
  • Yan, L., Wang, C., Chu, S. and Pan, J. (2012). Discriminant Analysis Based on Nearest Feature Line. In J Yang, F Fang & C Sun, ed. Intelligence Science and Intelligent Data Engineering. Heidelberg, Germany: Springer. Third Sino-foreign-interchange Workshop on Intelligence Science and Intelligent Data Engineering (IScIDE) Nanjing, China. Oct 2012, pp. 356-363.
    [10.1007/978-3-642-36669-7_44]
  • Bu, S., Chu, S., Liu, X. and Roddick, J. (2011). Image Recognition Based on Kernel Self-optimized Learning. In Proceedings of the 2nd International Conference on Innovations in Bio-inspired Computing and Applications. Online: IEEE Computer Society. 2nd International Conference on Innovations in Bio-inspired Computing and Applications. ShenZhen, China. Dec 2011, pp. 73-76.
  • Chen, Y., Horng, M., Lo, C., Pan, J. and Chu, S. (2011). A new scheme of ant colony system algorithm to discovery optimal solution with flip-flop search. In 2011 IEEE International Conference on Systems, Man, and Cybernetics. Piscataway, USA: IEEE. 2011 IEEE International Conference on Systems, Man, and Cybernetics. Anchorage, USA. Oct 2011, pp. 925-930.
    [10.1109/ICSMC.2011.6083787] [Scopus]
  • Chu, S., Hsiang-Cheh, H., Roddick, J.F. and Pan, J. (2011). Overview of Algorithms for Swarm Intelligence. In Computational Collective Intelligence: Technologies and Applications. Berlin: Springer. 3rd International Conference, ICCCI 2011. Gdynia, Poland. Sep 2011, pp. 28-41.
  • Sun, C., Zeng, J., Chu, S., Roddick, J. and Pan, J. (2011). Solving Constrained Optimization Problems by an Improved Particle Swarm Optimization. In Proceedings of IBICA 2011. IEEE. 2nd International Conference on Innovations in Bio-inspired Computing and Applications. ShenZhen, China. Dec 2011, pp. 124-128.
    [Web Link]
  • Yan, L., Chu, S., Pan, J. and Roddick, J. (2011). Neighborhood Discriminant Nearest Feature Line Analysis for Face Recognition. In Proceedings of the 2nd International Conference on Innovations in Bio-inspired Computing and Applications. IEEE Computer Society. 2nd International Conference on Innovations in Bio-inspired Computing and Applications. ShenZhen, China. Dec 2011, pp. 344-347.
    [10.1109/IBICA.2011.91] [Scopus]
  • Hung, M., Chu, S., Roddick, J.F., Pan, J. and Shieh, C. (2010). An Effective Image Enhancement Method for Electronic Portal Images. In 2nd International Conference on Computational Collective Intelligence - Semantic Web, Social Networks & Multiagent Systems - ICCCI 2010. Berlin: Springer. 2nd International Conference on Computational Collective Intelligence - Semantic Web, Social Networks & Multiagent Systems - ICCCI 2010. Kaohsiung, Taiwan. Nov 2010, pp. 174-183.
    [10.1007/978-3-642-16696-9_19]
  • Horng, M., Chen, Y., Chu, S., Pan, J. and Liao, B. (2010). An Extensible Particles Swarm Optimization for Energy-Effective Cluster Management of Underwater Sensor Networks. In Computational Collective Intelligence - Technologies and Applications (LNCS) USA: Springer. 2nd International Conference on Computational Collective Intelligence-Technologies and Applications. Kaohsiung, Taiwan. Dec 2010, pp. 109-116.
  • Shih, H., Chu, S., Roddick, J.F., Hung, M. and Pan, J. (2010). Power Reduction of Wireless Sensor Networks Using Ant Colony Optimization. In 2010 International Conference on Computational Aspects of Social Networks (CASoN 2010) Taiyuan, China: IEEE. 2010 International Conference on Computational Aspects of Social Networks (CASoN 2010) Taiyuan, China. Sep 2010, pp. 464-467.
    [10.1109/CASoN.2010.110]
  • Weng, S., Chu, S., Pan, J. and Jain, L.C. (2010). Reversible Watermarking Based on Invariant Relation of Three Pixels. In Proceeding of The 2nd International Conference on Computational Collective Intelligence. Berlin, Germany: Springer-Verlag. The 2nd International Conference on Computational Collective Intelligence-Technologies and Applications. Kaohsiung, Taiwan. Nov 2010, pp. 71-80.
    [10.1007/978-3-642-16696-9_9]
  • Tang, L., Chu, S. and Roddick, J.F. (2010). Orientation Tree Structure Based Wavelet/VQ Multiple Description Coding. In Proceedings: 2010 First International Conference on Pervasive Computing, Signal Processing and Applications (PCSPA2010) Harbin Institute of Technology, China: IEEE Computer Society. First International Conference on Pervasive Computing, Signal Processing and Applications (PCSPA2010) Harbin, China. Sep 2010, pp. 700-702.
  • Li, J., Pan, J. and Chu, S. (2007). Face Recognition from A Single Image Per Person Using Common Subfaces Method. In D Liu, S Fei, Z-G Hou, H Zhang & C Sun, ed. Lecture Notes in Computer Science: Advances in Neural Networks (Part 2) Berlin, Germany: Springer. The 4th International Symposium on Neural Networks. Nanjing, China. Jun 2007, pp. 905-912.
    [10.1007/978-3-540-72393-6_108]
  • Chu, S., Roddick, J.F., Lu, Z., Pan, J. and Abebe, D.B. (2004). Hadamard transform based Equal-average Equal-variance Equal-norm nearest neighbor codeword search algorithm. In Proceedings of the IEEE International Conference on Multimedia and Expo (ICME2004) New York, USA: Institute of Electrical and Electronic Engineers. ICME2004. Taipei, Taiwan, pp. 671-674.
    [Scopus]
  • Chu, S., Roddick, J.F., Su, C. and Pan, J. (2004). Constrained ant colony optimization for data clustering. In Chengqi Zhang, Hans W. Guesgen, Wai K. Yeap, ed. Trends in Artificial Intelligence: Proceedings of the 8th Pacific Rim International Conference on Artificial Intelligence. Berlin: Springer. 8th Pacific Rim International Conference on Artificial Intelligence. Auckland, New Zealand, pp. 534-543.
    [Scopus]
  • Chu, S., Roddick, J.F., Lu, Z. and Pan, J. (2003). VQ-based watermarking method using labelled bisecting k-means clustering algorithm. In Feng, PSriskanthan, N, ed. 7th International Symposium on Consumer Electronics - 2003. Singapore: INSTITUTE OF ELECTRICAL AND ELECTRONIC ENGINEERS. The 7th International Symposium on Consumer Electronics. Sydney, NSW. Dec 2003.
  • Chu, S., Roddick, J.F., Pan, J. and Su, C. (2003). Parallel ant colony systems. In Zhong, NZbigniew, W. RShusaku, TEinoshin, S, ed. Foundations of Intelligient Systems. Japan: Springer-Verlag. The 14th International Symposium on Methodologies for Intelligient Systems. Maebashi City, Japan. Oct 2003.
  • Chu, S., Roddick, J.F. and Pan, J. (2002). An Efficient K-medoids-based Algorithm Using Previous Medoid Index, Triangular Inequality Elimination Criteria and Partial Distance Search. In Data Warehousing and Knowledge Discovery [LNCS] Heidelberg: Springer-Verlag. The 4th International Conference on Data Warehousing and Knowledge Discovery 2002. Aix-en-Provence, France. Sep 2002, pp. 301-311.
    [10.1007/3-540-46145-0_7]
  • Chu, S., Roddick, J.F., Chen, T. and Pan, J. (2002). Efficient search approaches for K-medoids-based algorithms. In Proceedings of the IEEE TENCON'02. Beijing, China: Institute of Electrical and Electronic Engineers. 2002 IEEE Region 10 Technical Conference on Computers Communications Control and Power Engineering. China. Oct 2002, pp. 712a-715a.
    [Scopus]
  • Chu, S., Roddick, J.F. and Pan, J. (2002). Efficient K-medoids Algorithms using Multi-Centroids with Multi-runs Sampling Scheme. In Workshop on Mining Data across Multiple Customer Touchpoints for CRM. Taipei, Taiwan: Pacific-Asia Conference, on Knowldege Discovery and Data Mining. The Sixth Pacific-Asia Conference on Knowledge Discovery and Data Mining. Taipei, Taiwan. May 2002.
  • Chu, S., Roddick, J.F. and Pan, J. (2002). An incremental multi-centred, multi-run sampling scheme for K-medoids-based algorithms. In Data Mining III. UK: WIT PRESS. The 3rd International Conference on Data Mining and Databases for Engineering, Finance and Other Fields. Bologna, Italy. Sep 2002, pp. 553-562.
    [10.2495/DATA020531]
  • Chu, S. and Roddick, J.F. (2001). Pattern clustering using incremental splitting for non-uniformly distributed data. In Baba, N.; Jain, L.C.; Howlett, R.J., ed. Pattern Clustering Using Incremental Splitting for Non-Uniformly Distributed Data. The Netherlands: IOS Press. Fifth International Conference on Knowledge-Based Intelligent Information Engineering Systems and Allied Technologies. Osaka, Japan. Sep 2001.
  • Chu, S., Roddick, J.F. and Pan, J. (2001). A Comparative Study and Extension to K-medoids Algorithms. In Li, D, ed. Fifth International Conference on Optimization: Techniques and applications (ICOTA 2001) Hong Kong: Hong Kong Polytechnic University. Fifth International Conference on Optimization: Techniques and Applications 2001. Hong Kong, China. Dec 2001.
  • Li, J., Wang, Y., Chu, S. and Roddick, J.F. (2014). Kernel self-optimization learning for kernel-based feature extraction and recognition. Information Sciences, 257 pp. 70-80.
    [10.1016/j.ins.2013.08.011]
  • Wang, Y., Qiao, J., Li, J., Fu, P., Chu, S. and Roddick, J.F. (2014). Sparse representation-based MRI super-resolution reconstruction. MEASUREMENT, 47 pp. 946-953.
    [10.1016/j.measurement.2013.10.026]
  • Zhang, D., Qiao, J., Li, J., Qiao, L., Chu, S. and Roddick, J. (2014). Optimizing Matrix Mapping with Data Dependent Kernal for Image Classification. Journal of Information Hiding and Multimedia Signal Processing, 5(1) pp. 72-79.
    [Web Link]
  • Chen, Y., Horng, M., Lo, C., Chu, S., Pan, J. and Liao, B. (2013). A Transmission Power Optimization with a Minimum Node Degree for Energy-Efficient Wireless Sensor Networks with Full-Reachability. Sensors, 13(3) pp. 3951-3974.
    [10.3390/s130303951]
  • Li, L., Li, S., Zhu, H., Chu, S., Roddick, J.F. and Pan, J. (2013). An Efficient Scheme for Detecting Copy-move Forged Images by Local Binary Patterns. Journal of Information Hiding and Multimedia Signal Processing, 4(1) pp. 45-56.
    [Scopus] [Web Link]
  • Wang, H., Tseng, K., Chu, S., Roddick, J.F. and Li, D. (2013). Bit-Reduced Automaton Inspection for Cloud Security. Journal of Computers, 24(3) pp. 11-18.
    [Web Link]
  • Weng, S., Chu, S., Cai, N. and Zhan, R. (2013). Invariability of Mean Value Based Reversible Watermarking. Journal of Information Hiding and Multimedia Signal Processing, 4(2) pp. 90-98.
    [Scopus] [Web Link]
  • Yan, L., Pan, J. and Chu, S. (2013). Image Feature Extraction Based on Nearest Feature Line and Time-Frequency Analysis. ICIC Express Letters, 7(3A) pp. 657-662.
    [Scopus] [Web Link]
  • Yan, L., Zheng, W., Chu, S. and Roddick, J.F. (2013). Neighborhood Discriminant Nearest Feature Line Analysis and Its Application to Face Recognition. Journal of Internet Technology, 14(1) pp. 127-132.
    [10.6138/JIT.2013.14.1.13] [Web Link]
  • Ho, J., Shih, H., Liao, B. and Chu, S. (2012). A ladder diffusion algorithm using ant colony optimization for wireless sensor networks. Information Sciences, 192 pp. 204-212.
    [10.1016/j.ins.2011.03.013] [Scopus]
  • Yan, L., Pan, J., Chu, S. and Khan, M. (2012). Adaptively weighted sub-directional two-dimensional linear discriminant analysis for face recognition. Future Generation Computer Systems, 28(1) pp. 232-235.
    [10.1016/j.future.2010.11.010] [Scopus]
  • Huang, H., Chu, S., Pan, J., Huang, C. and Liao, B. (2011). Tabu search based multi-watermarks embedding algorithm with multiple description coding. Information Sciences, 181(16) pp. 3379-3396.
    [10.1016/j.ins.2011.04.007] [Scopus]
  • Chu, S., Jain, L.C., Huang, H.C. and Pan, J.S. (2010). Error-Resilient Triple-Watermarking with Multiple Description Coding. Journal of Networks, 5(3) pp. 267-274.
    [10.4304/jnw.5.3.267-274] [Scopus]
  • Luo, H., Yu, F., Pan, J., Chu, S. and Tsai, P. (2010). A Survey of Vein Recognition Techniques. Information Technology Journal, 9(6) pp. 1142-1149.
    [10.3923/itj.2010.1142.1149]
  • Chou, D., Jhou, C. and Chu, S. (2009). Reversible Watermark for 3D Vertices Based on Data Hiding in Mesh formation. International Journal of Innovative Computing, Information and Control, 5(7) pp. 1893-1901.
    [Web Link]
  • Luo, H., Yu, F., Chu, S. and Zhe-Ming, L. (2009). Hiding Multiple Watermarks in Transparencies of Visual Cryptography. International Journal of Innovative Computing, Information and Control, 5(7) pp. 1875-1881.
    [10.1109/IIHMSP.2007.4457550]
  • Tsai, P., Pan, J., Liao, B. and Chu, S. (2009). Enhanced Artificial Bee Colony Optimization. International Journal of Innovative Computing, Information and Control, 5(12) pp. 5081-5092.
    [10.1002/elps.200900194] [Scopus]
  • Chu, S., Huang, H., Shi, Y., Wu, S. and Shieh, C. (2008). Genetic Watermarking for Zerotree-based Applications. Circuits Systems and Signal Processing, 27(2) pp. 171-182.
    [10.1007/s00034-008-9025-z] [10.1007/s00034-008-9025-z] [Scopus]
  • Luo, H., Chu, S. and Lu, Z. (2008). Self Embedding Watermarking Using Halftoning Technology. Circuits Systems and Signal Processing, 27(2) pp. 155-170.
    [10.1007/s00034-008-9024-0] [10.1007/s00034-008-9024-0] [Scopus]
  • Li, J., Pan, J. and Chu, S. (2008). Kernel Class-Wise Locality Preserving Projection. Information Sciences, 178(7) pp. 1825-1835.
    [10.1016/j.ins.2007.12.001] [10.1016/j.ins.2007.12.001] [Scopus]
  • Chu, S., Roddick, J.F. and Pan, J. (2008). Improved search strategies and extensions to k-medoids-based clustering algorithms. International Journal of Business Intelligence and Data Mining, 3(2) pp. 212-231.
    [10.1504/IJBIDM.2008.020520] [10.1504/IJBIDM.2008.020520] [Scopus]
  • Chiang, C., Chu, S., Roddick, J.F. and Pan, J. (2007). New Search Strategies and New Derived Inequality for Efficient K-Medoids-Based Algorithms. Chinese Journal of Electronics, 16(1) pp. 82-87.
    [10.2495/DATA040341] [Scopus]
  • Chu, S., Lu, Z. and Pan, J. (2007). Hadamard Transform Based Fast Codeword Search Algorithm for High-dimensional VQ Encoding. Information Sciences, 177(3) pp. 734-746.
    [10.1016/j.ins.2006.06.010] [Scopus]
  • Li, J., Chu, S., Ho, J. and Pan, J. (2007). Adaptive Data-dependent Matrix Norm based Gaussian Kernel for Facial Feature Extraction. International Journal of Innovative Computing, Information and Control, 3(5) pp. 1263-1272.
    [Web Link]
  • Chang, J., Chu, S., Roddick, J.F. and Pan, J. (2005). A Parallel Particle Swarm Optimization Algorithm with Communication Strategies. Journal of Information Science and Engineering, 21(4) pp. 809-818.
    [Scopus]
  • Lu, Z., Chu, S. and Huang, K. (2005). Equal-average Equal-variance Equal-norm Nearest Neighbor Codeword Search Algorithm Based on Ordered Hadamard Transform. International Journal of Innovative Computing, Information and Control, 1(1) pp. 35-41.
    [Web Link]
  • Chu, S., Roddick, J.F. and Pan, J. (2004). Ant colony system with communication strategies. Information Sciences, 167(1-4) pp. 63-76.
    [10.1016/j.ins.2003.10.013] [10.1016/j.ins.2003.10.013] [Scopus]
  • Chu, S., Roddick, J.F. and Tsongyi, C. (2004). A genetic clustering algorithm for mean-residual vector quantization. Chinese Journal of Electronics, 13(2) pp. 316-320.
    [Scopus]
  • Chu, S., Roddick, J.F. and Pan, J. (2004). Novel multi-centroid, multi-run sampling schemes for K-mediods-based algorithms. International Journal of Knowledge-Based and Intelligent Engineering Systems, 8 pp. 45-56.
  • Chu, S., Roddick, J.F., Lu, Z. and Pan, J. (2004). A digital image watermarking method based on labeled bisecting clustering algorithm. IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences, E87-A(1) pp. 282-285.
    [Scopus]
  • Chu, S. and Roddick, J.F. (2003). A clustering algorithm using the tabu search approach with simulated annealing for vector quantization. Chinese Journal of Electronics, 12(3) pp. 349-353.
    [Scopus]
  • Hsiang-Cheh, H., Chu, S., Pan, J. and Zhe, M.L. (2001). A Tabu search based maximum descent algorithm for VQ codebook design. Journal of Information Science and Engineering, 17(5) pp. 753-762.
    [Web Link]
  • Li, J., Chu, S. and Pan, J. (2014). Kernel Learning Algorithms for Face Recognition. New York: Springer/Kluwer.
    [Web Link]
  • Tang, L., Pan, J., Guo, X., Chu, S. and Roddick, J. (2014). A Novel Approach on Behavior of Sleepy Lizards Based on K-Nearest Neighbor Algorithm. In Witold Pedrycz, Shyi-Ming Chen, ed. Social Networks: A Framework of Computational Intelligence. Switzerland: Springer, pp. 287-311.
    [Web Link]
  • Yu, F., Luo, H. and Chu, S. (2009). Lossless Data Hiding for Halftone Images. In J-S Pan, H-C Huang & L C Jain, ed. Information Hiding and Applications. Berlin, Germany: Springer, pp. 181-203.
    [10.1007/978-3-642-02335-4_9]
  • Chu, S., Shieh, C. and Roddick, J.F. (2004). A tutorial on meta-heuristics for optimization. In Jeng-Shyang Pan, Hsiang-Cheh Huang and Lakhmi C. Jain, ed. INTELLIGENT WATERMARKING TECHNIQUES. Singapore: World Scientific Publishing, pp. 97-132.
  • Wang, Y., Qiao, J., Li, J., Fu, P., Chu, S. and Roddick, J.F. (2014). Sparse representation-based MRI super-resolution reconstruction. MEASUREMENT, 47 pp. 946-953.
    [10.1016/j.measurement.2013.10.026]
  • Zhang, D., Qiao, J., Li, J., Qiao, L., Chu, S. and Roddick, J. (2014). Optimizing Matrix Mapping with Data Dependent Kernal for Image Classification. Journal of Information Hiding and Multimedia Signal Processing, 5(1) pp. 72-79.
    [Web Link]
  • Li, J., Wang, Y., Chu, S. and Roddick, J.F. (2014). Kernel self-optimization learning for kernel-based feature extraction and recognition. Information Sciences, 257 pp. 70-80.
    [10.1016/j.ins.2013.08.011]
  • Wang, H., Tseng, K., Chu, S., Roddick, J.F. and Li, D. (2013). Bit-Reduced Automaton Inspection for Cloud Security. Journal of Computers, 24(3) pp. 11-18.
    [Web Link]
  • Yan, L., Zheng, W., Chu, S. and Roddick, J.F. (2013). Neighborhood Discriminant Nearest Feature Line Analysis and Its Application to Face Recognition. Journal of Internet Technology, 14(1) pp. 127-132.
    [10.6138/JIT.2013.14.1.13] [Web Link]
  • Huang, H., Chu, S., Pan, J., Huang, C. and Liao, B. (2011). Tabu search based multi-watermarks embedding algorithm with multiple description coding. Information Sciences, 181(16) pp. 3379-3396.
    [10.1016/j.ins.2011.04.007] [Scopus]

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