Research Services Division

Deakin Research

Research Output for Shing Chiang Tan

Note: The 2012, 2013, 2014 publications have not been audited.

Jump to: Publications | Grants and Consultancies | HDR completions

Shing Chiang Tan may be from another institution or only recently joined Deakin University.

Publications

2011 External

Tan, Phit Ling*, Tan, Shing Chiang*, Lim, Chee Peng* and Khor, Swee Eng* (2011) A modified two-stage SVM-RFE model for cancer classification using microarray data, in Lu, Bao-Liang; Zhang, Liqing and Kwok, James (eds), Neural information processing, pp. 668-675, Springer-Verlag, Berlin, Germany [B1.1]
DRO entry for this publication

Tan, Shing Chiang* and Lim, Chee Peng* (2011) Fuzzy ARTMAP and hybrid evolutionary programming for pattern classification, Journal of intelligent and fuzzy systems, vol. 22, no. 2-3, pp. 57-68, IOS Press, Amsterdam, The Netherlands [C1.1]
ERA journal ID: 581 – Scopus EID: 2-s2.0-79955641660
Citation counts: Scopus - 7
DRO entry for this publication

Tan, Shing Chiang* and Lim, Chee Peng* (2011) Integration of supervised ART-based neural networks with a hybrid genetic algorithm, Soft computing, vol. 15, no. 2, pp. 205-219, Springer, Heidelberg, Germany [C1.1]
ERA journal ID: 36486 – Scopus EID: 2-s2.0-79952040949
Citation counts: Scopus - 2, Thomson - 2
DRO entry for this publication

2010 External

Tan, Shing Chiang* and Lim, Chee Peng* (2010) Evolutionary fuzzy ARTMAP neural networks and their applications to fault detection and diagnosis, Neural processing letters, vol. 31, no. 3, pp. 1-24, Springer, Seacaucus, NJ [C1.1]
ERA journal ID: 36614 – Scopus EID: 2-s2.0-77951810343
Citation counts: Scopus - 1, Thomson - 1
DRO entry for this publication

2009 External

Loo, Chin*, Tan, Shing* and Lim, Chee* (2009) Fuzzy ARTMAP and a hybrid chaos genetic algorithm for medical pattern classification, Australian journal of intelligent information processing systems, vol. 10, no. 4, pp. 12-21, Australian National University, Department of Computer Science, College of Engineering and Computer Science, Canberra, A. C. T. [C1.1]
ERA journal ID: 17768 – Scopus EID: Not tagged
DRO entry for this publication

Tan, Shing Chiang*, Rao, M. V. C.* and Lim, Chee Peng* (2009) An online pruning strategy for supervised ARTMAP-based neural networks, Neural computing and applications, vol. 18, no. 4, pp. 387-395, Springer UK, London, England [C1.1]
ERA journal ID: 18089 – Scopus EID: 2-s2.0-63149126818
Citation counts: Scopus - 1
DRO entry for this publication

Tan, Shing Chiang*, Lim, Chee Peng*, Tan, Kay Sin* and Navarro, Jose C.* (2009) An evolutionary artificial neural network for medical pattern classification, Lecture notes in computer science, vol. 5864 LNCS, no. PART 2, pp. 475-482, Springer-Verlag, Berlin, Germany [C1.1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-76249114650
Citation counts: Scopus - 1
DRO entry for this publication

Tan, S. C.* and Lim, C. P.* (2009) An improved radial basis function neural network with adaptive boosting, in Unknown (ed.), ROVISP 2009 : Proceedings of the 2009 International Conference on Robotic, Vision, Signal Processing and Power Applications, p. 1, The Conference, Langkawi, Malaysia [EN.1]
DRO entry for this publication

2008 External

Jain, Lakhmi C.*, Tan, Shing Chiang* and Lim, Chee Peng* (2008) An introduction to computational intelligence paradigms, in Jain, Lakhmi C.; Sato-Ilic, Mika; Virvou, Maria; Tsihrintzis, George A.; Balas, Valentina Emilia and Abeynayake, Canicious (eds), Computational intelligence paradigms : innovative applications, pp. 1-23, Springer, Berlin, Germany [B1.1]
DRO entry for this publication

Tan, Shing Chiang*, Rao, M. V. C.* and Lim, Chee Peng* (2008) A hybrid neural network classifier combining ordered fuzzy ARTMAP and the dynamic decay adjustment algorithm, Soft computing, vol. 12, no. 8, pp. 765-775, Springer, Heidelberg, Germany [C1.1]
ERA journal ID: 36486 – Scopus EID: 2-s2.0-41449085009
Citation counts: Scopus - 3, Thomson - 3
DRO entry for this publication

Tan, Shing Chiang*, Rao, M. V. C.* and Lim, Chee Peng* (2008) Fuzzy ARTMAP dynamic decay adjustment : an improved fuzzy ARTMAP model with a conflict resolving facility, Applied soft computing, vol. 8, no. 1, pp. 543-554, Elsevier BV, Amsterdam, The Netherlands [C1.1]
ERA journal ID: 17759 – Scopus EID: 2-s2.0-34548487767
Citation counts: Scopus - 6, Thomson - 6
DRO entry for this publication

2007 External

Jain, Lakhmi C.*, Tan, Shing Chiang* and Lim, Chee Peng* (2007) Introduction to evolutionary computing in system design, in Jain, Lakhmi C.; Palade, Vasile and Srinivasan, Dipti (eds), Advances in evolutionary computing for system design, pp. 1-9, Springer Berlin Heidelberg, Berlin, Germany [B1.1]
DRO entry for this publication

Tan, S. C.*, Lim, C. P.* and Rao, M. V. C.* (2007) Hybrid neural network model for rule generation and its application to process fault detection and diagnosis, Engineering applications of artificial intelligence, vol. 20, no. 2, pp. 203-213, Elsevier, Amsterdam , The Netherlands [C1.1]
ERA journal ID: 32032 – Scopus EID: 2-s2.0-37249005677
Citation counts: Scopus - 22, Thomson - 22
DRO entry for this publication

Tan, Shing Chiang*, Rao, M. V. C.* and Lim, Chee Peng* (2007) A cooperative learning model for the fuzzy ARTMAP-dynamic decay adjustment network with the genetic algorithm, Advances in soft computing, vol. 39, pp. 169-178, Springer, Berlin, Germany [C1.1]
ERA journal ID: Not matching ERA journal list
DRO entry for this publication

Tan, Shing Chiang*, Rao, M. V. C.* and Lim, Chee Peng* (2007) A mutation-based evolving neural network model and its application to condition monitoring, in unknown (ed.), IIHMSP 2007 : Proceedings of the 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, pp. 65-68, IEEE, Los Alamitos, Calif. [E1.1]
DRO entry for this publication

2006 External

Tan, Shing Chiang*, Rao, M. V. C.* and Lim, Chee Peng* (2006) An adaptive fuzzy min-max conflict-resolving classifier, Advances in soft computing, vol. 34, pp. 65-76, Springer, Berlin, Germany [C1.1]
ERA journal ID: Not matching ERA journal list
DRO entry for this publication

Tan, Shing Chiang*, Rao, M.V.C.* and Lim, Chee Peng* (2006) On the reduction of complexity in the architecture of fuzzy ARTMAP with dynamic decay adjustment, Neurocomputing, vol. 69, no. 16-18, pp. 2456-2460, Elsevier, Amsterdam , Netherlands [C1.1]
ERA journal ID: 18092 – Scopus EID: 2-s2.0-33748597690
Citation counts: Scopus - 5, Thomson - 5
DRO entry for this publication

2004 External

Tan, Shing Chiang* and Lim, Chee Peng* (2004) Application of an adaptive neural network with symbolic rule extraction to fault detection and diagnosis in a power generation plant, IEEE transactions on energy conversion, vol. 19, no. 2, pp. 369-377, IEEE, Piscataway, N.J. [C1.1]
ERA journal ID: 4452 – Scopus EID: 2-s2.0-2942629149
Citation counts: Scopus - 20, Thomson - 20
DRO entry for this publication

Tan, Shing Chiang*, Venkata, Machavaram*, Rao, Chalapathy* and Lim, Chee, Peng* (2004) An adaptive conflict-resolving neural-fuzzy classifier, WSEAS transactions on computers, vol. 1, no. 1, pp. 113-117, World Scientific and Engineering Academy and Society, Athens, Greece [C1.1]
ERA journal ID: Not matching ERA journal list
DRO entry for this publication

2003 External

Tan, Shing Chiang* and Lim, Chee Peng* (2003) Rule learning and extraction using a hybrid neural network : a case study on fault detection and diagnosis, Advances in soft computing, vol. 32, pp. 179-191, Springer, Berlin, Germany [C1.1]
ERA journal ID: Not matching ERA journal list
DRO entry for this publication

Chen, K. Y.*, Lim, C. P.* and Tan, S. C.* (2003) A hybrid neural network with rule extraction for pattern classification, in Unknown (ed.), ROVISP 2003 : Proceedings of the 2003 International Conference on Robotic, Vision, Signal Processing and Power Application, p. 1, The Conference, Penang, Malaysia [EN.1]
DRO entry for this publication

2002 External

Tan, S. C.* and Lim, C. P.* (2002) Fault detection in a power generation plant using a supervised adaptive resonance theory neural network, International journal of knowledge-based and intelligent engineering systems, vol. 6, no. 2, pp. 88-95, IOS Press, Amsterdam, The Netherlands [C1.1]
ERA journal ID: 3494 – Scopus EID: Not tagged
DRO entry for this publication

2001 External

Tan, S. C.*, Teng, T. T.* and Lim, C. P.* (2001) Viscosity prediction of multi-component aqueous solutions from binary data, in Unknown (ed.), SOMChE 2001 : Proceedings of the 15th Symposium of Malaysian Chemical Engineers 2001, p. 1, The Conference, Johor Bahru, Malaysia [EN.1]
DRO entry for this publication

2000 External

Tan, Shing Chiang* and Lim, Chee Peng* (2000) Condition monitoring and fault prediction via an adaptive neural network, in Unknown (ed.), TENCON 2000 : Proceedings : Intelligent systems and technologies for the new millennium, pp. I-13-I-17, IEEE, Piscataway, N. J. [E1.1]
Citation counts: Scopus - 5
DRO entry for this publication

Lim, C. P.*, Ng, B. W.* and Tan, S. C.* (2000) An experimental study of pattern classification using an autonomously learning neural network system, in Unknown (ed.), RESQUA 2000 : Proceedings of the 1st Regional Symposium on Quality and Automation 2000, p. 1, The Conference, Penang, Malaysia [EN.1]
DRO entry for this publication

Tan, S. C.*, Cheah, C. F.* and Lim, C. P.* (2000) Condition monitoring in a power generation plant with artificial neural networks, in Unknown (ed.), RESQUA 2000 : Proceedings of the 1st Regional Symposium on Quality and Automation 2000, p. 1, The Conference, Penang, Malaysia [EN.1]
DRO entry for this publication

Tan, S. C.* and Lim, C. P.* (2000) Application of an adaptive neural network to fault diagnosis and condition monitoring, in Unknown (ed.), WSC 2000 : Proceedings of the 5th Online World Conference on Soft Computing in Industrial Applications 2000, p. 1, The Conference, U.S.A. [EN.1]
DRO entry for this publication

Grants and Consultancies

No grants and/or consultancies found or audited – the 2014 HERDC financial return has not been completed or loaded as yet.

Higher Degree by Research Completions supervised by Shing Chiang Tan

No completions found or audited.

Legend:
* Not a member of Deakin University at time of output.

DRO to publications collection last synchronised: Thursday 17th April 2014 10:04pm

Deakin University acknowledges the traditional land owners of present campus sites.

23rd July 2011