Dr Jan Chu

Kaohsiung, Taiwan
Position/s:Research Fellow (Part time)
School of Computer Science, Engineering and Mathematics
Phone: +61 8 82015808
Email:
Location: Information, Science & Technology (232)
Postal address: GPO Box 2100, Adelaide 5001, South Australia

Qualifications

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

Research and consultancy

Research interests

Pattern Recognition and Data Mining, Computational Intelligence, Information Hiding

Publications

Book chapters

Chu, S., Shieh, C., & Roddick, J.F., 2004. A tutorial on meta-heuristics for optimization. In INTELLIGENT WATERMARKING TECHNIQUES. Singapore: World Scientific Publishing Co. Pty. Ltd., pp. 97-132.

Refereed journal articles

Yan, L., Pan, J., Chu, S., & Khan, M.K., 2012. Adaptively weighted sub-directional two-dimensional linear discriminant analysis for face recognition. Future Generation Computer Systems, 28(1), 232-235.

Huang, H., Chu, S., Pan, J., Huang, C., & Liao, B., 2011. Tabu search based multi-watermarks embedding algorithm with multiple description coding. Information Sciences, 181(16), 3379-3396.

Chu, S., Jain, L.C., Huang, H.C., & Pan, J.S., 2010. Error-Resilient Triple-Watermarking with Multiple Description Coding. Journal of Networks, 5(3), 267-274.

Tsai, P., Pan, J., Liao, B., & Chu, S., 2009. Enhanced Artificial Bee Colony Optimization. International Journal of Innovative Computing, Information and Control, 5(12), 5081-5092.

Chou, D., Jhou, C., & 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), 1893-1901.

Luo, H., Yu, F., Chu, S., & Zhe-Ming, L., 2009. Hiding Multiple Watermarks in Transparencies of Visual Cryptography. International Journal of Innovative Computing, Information and Control, 5(7), 1875-1881.

Li, J., Pan, J., & Chu, S., 2008. Kernel Class-Wise Locality Preserving Projection. Information Sciences, 178(7), 1825-1835.

Luo, H., Chu, S., & Lu, Z., 2008. Self Embedding Watermarking Using Halftoning Technology. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 27(2), 155-170.

Chu, S., Huang, H., Shi, Y., Wu, S., & Shieh, C., 2008. Genetic Watermarking for Zerotree-based Applications. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 27(2), 171-182.

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Book chapters

Chu, S., Shieh, C., & Roddick, J.F., 2004. A tutorial on meta-heuristics for optimization. In INTELLIGENT WATERMARKING TECHNIQUES. Singapore: World Scientific Publishing Co. Pty. Ltd., pp. 97-132.

Refereed journal articles

Yan, L., Pan, J., Chu, S., & Khan, M.K., 2012. Adaptively weighted sub-directional two-dimensional linear discriminant analysis for face recognition. Future Generation Computer Systems, 28(1), 232-235.

Huang, H., Chu, S., Pan, J., Huang, C., & Liao, B., 2011. Tabu search based multi-watermarks embedding algorithm with multiple description coding. Information Sciences, 181(16), 3379-3396.

Chu, S., Jain, L.C., Huang, H.C., & Pan, J.S., 2010. Error-Resilient Triple-Watermarking with Multiple Description Coding. Journal of Networks, 5(3), 267-274.

Luo, H., Yu, F., Chu, S., & Zhe-Ming, L., 2009. Hiding Multiple Watermarks in Transparencies of Visual Cryptography. International Journal of Innovative Computing, Information and Control, 5(7), 1875-1881.

Chou, D., Jhou, C., & 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), 1893-1901.

Tsai, P., Pan, J., Liao, B., & Chu, S., 2009. Enhanced Artificial Bee Colony Optimization. International Journal of Innovative Computing, Information and Control, 5(12), 5081-5092.

Chu, S., Roddick, J.F., & Pan, J., 2008. Improved search strategies and extensions to k-medoids-based clustering algorithms. International Journal of Business Intelligence and Data Mining, 3(2), 212-231.

Li, J., Pan, J., & Chu, S., 2008. Kernel Class-Wise Locality Preserving Projection. Information Sciences, 178(7), 1825-1835.

Luo, H., Chu, S., & Lu, Z., 2008. Self Embedding Watermarking Using Halftoning Technology. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 27(2), 155-170.

Chu, S., Huang, H., Shi, Y., Wu, S., & Shieh, C., 2008. Genetic Watermarking for Zerotree-based Applications. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 27(2), 171-182.

Li, J., Chu, S., Ho, J., & 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), 1263-1272.

Chu, S., Lu, Z., & Pan, J., 2007. Hadamard Transform Based Fast Codeword Search Algorithm for High-dimensional VQ Encoding. Information Sciences, 177(3), 734-746.

Chiang, C., Chu, S., Roddick, J.F., & Pan, J., 2007. New Search Strategies and New Derived Inequality for Efficient K-Medoids-Based Algorithms. Chinese Journal of Electronics, 16(1), 82-87.

Lu, Z., Chu, S., & 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), 35-41.

Chang, J., Chu, S., Roddick, J.F., & Pan, J., 2005. A Parallel Particle Swarm Optimization Algorithm with Communication Strategies. Journal of Information Science and Engineering, 21(4), 809-818.

Chu, S., Roddick, J.F., & Pan, J., 2004. Ant colony system with communication strategies. Information Sciences, 167(1-4), 63-76.

Chu, S., Roddick, J.F., & 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, 45-56.

Chu, S., Roddick, J.F., & Tsongyi, C., 2004. A genetic clustering algorithm for mean-residual vector quantization. Chinese Journal of Electronics, 13(2), 316-320.

Chu, S., Roddick, J.F., Lu, Z., & 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), 282-285.

Chu, S. & Roddick, J.F., 2003. A clustering algorithm using the tabu search approach with simulated annealing for vector quantization. Chinese Journal of Electronics, 12(3), 349-353.

Hsiang-Cheh, H., Chu, S., Pan, J., & Zhe, M.L., 2001. A Tabu search based maximum descent algorithm for VQ codebook design. Journal of Information Science and Engineering, 17(5), 753-762.

Refereed conference papers

Yan, L., Chu, S., Pan, J., & Roddick, J.F., 2011. Neighborhood Discriminant Nearest Feature Line Analysis for Face Recognition. 2nd International Conference on Innovations in Bio-inspired Computing and Applications (IBICA 2011), 344-347.

Sun, C., Zeng, J., Chu, S., Roddick, J.F., & Pan, J., 2011. Solving Constrained Optimization Problems by an Improved Particle Swarm Optimization. Proc. 2nd International Conference on Innovations in Bio-inspired Computing and Applications, 124-128.

Shih, H., Chu, S., Roddick, J.F., Ho, J., Liao, B., & Pan, J., 2011. Reduce Identical Event Transmission Algorithm Using in Wireless Sensor Network. 3rd International Conference on Intelligent Human Computer Interaction.

Chu, S., Hsiang-Cheh, H., Roddick, J.F., & Pan, J., 2011. Overview of Algorithms for Swarm Intelligence. 3rd International Conference on Computational Collective Intelligence - Technologies and Applications, 6922, 28-41.

Bu, S., Chu, S., Liu, X., & Roddick, J.F., 2011. Image Recognition Based on Kernel Self-optimized Learning. 2nd International Conference on Innovations in Bio-inspired Computing and Applications (IBICA 2011), 73-76.

Horng, M., Chen, Y., Chu, S., Pan, J., & Liao, B., 2010. An Extensible Particles Swarm Optimization for Energy-Effective Cluster Management of Underwater Sensor Networks. Computational Collective Intelligence - Technologies and Applications (LNCS), 6421, 109-116.

Shih, H., Chu, S., Roddick, J.F., Hung, M., & Pan, J., 2010. Power Reduction of Wireless Sensor Networks Using Ant Colony Optimization. 2010 International Conference on Computational Aspects of Social Networks (CASoN 2010), 464-467.

Tang, L., Chu, S., & Roddick, J.F., 2010. Orientation Tree Structure Based Wavelet/VQ Multiple Description Coding. Proceedings: 2010 First International Conference on Pervasive Computing, Signal Processing and Applications (PCSPA2010), 700-702.

Weng, S., Chu, S., Pan, J., & Jain, L.C., 2010. Reversible Watermarking Based on Invariant Relation of Three Pixels. Proceeding of The 2nd International Conference on Computational Collective Intelligence, 6423, 71-80.

Hung, M., Chu, S., Roddick, J.F., Pan, J., & Shieh, C., 2010. An Effective Image Enhancement Method for Electronic Portal Images. 2nd International Conference on Computational Collective Intelligence - Semantic Web, Social Networks & Multiagent Systems - ICCCI 2010, 6423, 174-183.

Li, J., Pan, J., & Chu, S., 2007. Face Recognition from A Single Image Per Person Using Common Subfaces Method. The Proceeding of 4 th International Symposium on Neural Networks (ISNN2007), 4492, 905-912.

Chu, S., Roddick, J.F., Lu, Z., Pan, J., & Abebe, D.B., 2004. Hadamard transform based Equal-average Equal-variance Equal-norm nearest neighbor codeword search algorithm. Proceedings of the IEEE International Conference on Multimedia and Expo (ICME2004), 1, 671-674.

Chu, S., Roddick, J.F., Su, C., & Pan, J., 2004. Constrained ant colony optimization for data clustering. Trends in Artificial Intelligence: Proceedings of the 8th Pacific Rim International Conference on Artificial Intelligence, 534-543.

Chu, S., Roddick, J.F., Lu, Z., & Pan, J., 2003. VQ-based watermarking method using labelled bisecting k-means clustering algorithm. 7th International Symposium on Consumer Electronics - 2003.

Chu, S., Roddick, J.F., Pan, J., & Su, C., 2003. Parallel ant colony systems. Foundations of Intelligient Systems.

Chu, S., Roddick, J.F., & Pan, J., 2002. An incremental multi-centred, multi-run sampling scheme for K-medoids-based algorithms. Data Mining III, 553-562.

Chu, S., Roddick, J.F., & Pan, J., 2002. Efficient K-medoids Algorithms using Multi-Centroids with Multi-runs Sampling Scheme. Workshop on Mining Data across Multiple Customer Touchpoints for CRM.

Chu, S., Roddick, J.F., Chen, T., & Pan, J., 2002. Efficient search approaches for K-medoids-based algorithms. Proceedings of the IEEE TENCON'02, 1, 712a-715a.

Chu, S., Roddick, J.F., & Pan, J., 2002. An Efficient K-medoids-based Algorithm Using Previous Medoid Index, Triangular Inequality Elimination Criteria and Partial Distance Search. Data Warehousing and Knowledge Discovery [LNCS], 2454, 301-311.

Chu, S. & Roddick, J.F., 2001. Pattern clustering using incremental splitting for non-uniformly distributed data. Pattern Clustering Using Incremental Splitting for Non-Uniformly Distributed Data.

Chu, S., Roddick, J.F., & Pan, J., 2001. A Comparative Study and Extension to K-medoids Algorithms. Fifth International Conference on Optimization: Techniques and applications (ICOTA 2001).

Conference publications

Chu, S., Roddick, J.F., & Chen, T., 2002. A genetic clustering algorithm for mean-residual vector quantization. ICAST 2002: proceedings of the 18th International Conference on Advanced Science and Technology, 91-99.

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inspiring achievement