A/Prof. Chee Peng Lim

STAFF PROFILE

Position

Associate Professor In Complex Systems

Faculty

Inst Intelligent Sys Res & Inn

Department

Inst Intelligent Sys Res & Inn

Campus

Geelong Waurn Ponds Campus

Contact

chee.lim@deakin.edu.au
+61 3 522 73307

Publications

Filter by

2017

Asymptotical synchronization of Lur'e systems using network reliable control

R Rakkiyappan, L Shanmugam, C Lim

(2017), Vol. 139, pp. 1-11, Journal of dynamic systems, measurement and control, transactions of the ASME, New York, N.Y., C1

journal

An analytical interval fuzzy inference system for risk evaluation and prioritization in failure mode and effect analysis

Y Kerk, K Tay, C Lim

(2017), pp. 1-12, IEEE systems journal, Piscataway, N.J., C1

journal

A new PSO-based approach to fire flame detection using K-Medoids clustering

A Khatami, S Mirghasemi, A Khosravi, C Lim, S Nahavandi

(2017), Vol. 68, pp. 69-80, Expert systems with applications, Amsterdam, The Netherlands, C1

journal

A Q-learning-based multi-agent system for data classification

F Pourpanah, C Tan, C Lim, J Mohamad-Saleh

(2017), Vol. 52, pp. 519-531, Applied soft computing, Amsterdam, The Netherlands, C1

journal

Application of an evolutionary algorithm-based ensemble model to job-shop scheduling

C Tan, S Neoh, C Lim, S Hanoun, W Wong, C Loo, L Zhang, S Nahavandi

(2017), pp. 1-12, Journal of intelligent manufacturing, Berlin, Germany, C1

journal

Improving the Fuzzy Min-Max neural network with a K-nearest hyperbox expansion rule for pattern classification

M Mohammed, C Lim

(2017), Vol. 52, pp. 135-145, Applied soft computing journal, Amsterdam, The Netherlands, C1

journal

A new hyperbox selection rule and a pruning strategy for the enhanced fuzzy min-max neural network

M Mohammed, C Lim

(2017), Vol. 86, pp. 69-79, Neural networks, Amsterdam, The Netherlands, C1

journal

Neutral-type of delayed inertial neural networks and their stability analysis using the LMI Approach

L Shanmugam, C Lim, M Prakash, S Nahavandi, P Balasubramaniam

(2017), Vol. 230, pp. 243-250, Neurocomputing, Amsterdam, The Netherlands, C1

journal

A new evolving tree-based model with local re-learning for document clustering and visualization

W Chang, K Tay, C Lim

(2017), pp. 1-31, Neural processing letters, Berlin, Germany, C1

journal

A particle swarm optimization-based washout filter for improving simulator motion fidelity

H Asadi, A Mohammadi, S Mohamed, C Lim, S Khatami, A Khosravi, S Nahavandi

(2017), pp. 1963-1968, SMC 2016 : Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Budapest, Hungary, E1

conference

Robust stochastic sampled-data control for offshore steel jacket platforms with non-linear perturbations

K Sivaranjani, R Rakkiyappan, L Shanmugam, C Lim

(2017), Vol. 34, pp. 337-357, IMA journal of mathematical control and information, Oxford, Eng., C1

journal

A lightweight QRS detector for single lead ECG signals using a max-min difference algorithm

D Pandit, L Zhang, C Liu, S Chattopadhyay, N Aslam, C Lim

(2017), Vol. 144, pp. 61-75, Computer methods and programs in biomedicine, Amsterdam, The Netherlands, C1

journal

Classification of transcranial Doppler signals using individual and ensemble recurrent neural networks

M Seera, C Lim, K Tan, W Liew

(2017), Vol. 249, pp. 337-344, Neurocomputing, Amsterdam, The Netherlands, C1-1

journal

Intelligent leukaemia diagnosis with bare-bones PSO based feature optimization

W Srisukkham, L Zhang, S Neoh, S Todryk, C Lim

(2017), Vol. 56, pp. 405-419, Applied soft computing, Amsterdam, The Netherlands, C1

journal

Semicircular canal modeling in human perception

H Asadi, S Mohamed, C Lim, S Nahavandi, E Nalivaiko

(2017), Reviews in the neurosciences, Berlin, Germany, C1

journal

pClass+: a novel evolving semi-supervised classifier

M Pratama, E Lughofer, C Lim, W Rahayu, T Dillon, A Budiyono

(2017), Vol. 19, pp. 863-880, International journal of fuzzy systems, Berlin, Germany, C1

journal

Condition monitoring of engine lubrication oil of military vehicles: a machine learning approach

V Le, C Lim, S Mohamed, S Nahavandi, L Yen, G Gallasch, S Baker, D Ludovici, N Draper, V Wickramanayake

(2017), pp. 1-7, AIAC 2017 : Proceedings of the 17th Australian International Aerospace Congress, Melbourne, Victoria, E1

conference

Medical image analysis using wavelet transform and deep belief networks

S Khatami, A Khosravi, T Nguyen, C Lim, S Nahavandi

(2017), Vol. 86, pp. 190-198, Expert systems with applications, Amsterdam, The Netherlands, C1

journal

Using big data to make better decisions in the digital economy

K Tan, G Ji, C Lim, M Tseng

(2017), Vol. 55, pp. 4998-5000, International journal of production research, Abingdon, Eng., C1

journal

Enhanced decision fusion of semantically segmented images via local majority saliency map

hossny, Nahavandi, D creighton, C Lim, A Bhatti

(2017), Vol. 53, pp. 1036-1038, Electronics letters, Stevenage, Eng., C1

journal
2016

An incremental meta-cognitive-based scaffolding fuzzy neural network

M Pratama, J Lu, S Anavatti, E Lughofer, C Lim

(2016), Vol. 171, pp. 89-105, Neurocomputing, Amsterdam, The Netherlands, C1

journal

A parsimonious radial basis function-based neural network for data classification

S Tan, C Lim, J Watada

(2016), Vol. 42, pp. 49-60, Intelligent decision technology support in practice, Berlin, Germany, B1

chapter

Leakage-delay-dependent stability analysis of Markovian jumping linear systems with time-varying delays and nonlinear perturbations

R Rakkiyappan, L Shanmugam, R Sivasamy, C Lim

(2016), Vol. 40, pp. 5026-5043, Applied mathematical modelling, Amsterdam, The Netherlands, C1

journal

A hybrid model of fuzzy ARTMAP and genetic algorithm for data classification and rule extraction

F Pourpanah, C Lim, J Saleh

(2016), Vol. 49, pp. 74-85, Expert systems with applications, Amsterdam, The Netherlands, C1

journal

Enhancement of medical named entity recognition using graph-based features

S Keretna, C Lim, D Creighton

(2016), pp. 1895-1900, SMC 2015 : Big Data Analytics for Human-Centric Systems. Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics, Hong Kong, China, E1

conference

Robust optimal motion cueing algorithm based on the linear quadratic regulator method and a genetic algorithm

H Asadi, S Mohamed, C Lim, S Nahavandi

(2016), pp. 1-1, IEEE transactions on systems, man, and cybernetics: systems, Piscataway, N.J., C1

journal

A new method to rank fuzzy numbers using Dempster-Shafer theory with fuzzy targets

K Chai, K Tay, C Lim

(2016), Vol. 346-347, pp. 302-317, Information sciences, Amsterdam, The Netherlands, C1

journal

A new reinforcement learning-based memetic particle swarm optimizer

H Samma, C Lim, J Saleh

(2016), Vol. 43, pp. 276-297, Applied soft computing journal, Amsterdam, The Netherlands, C1

journal

A review on otolith models in human perception

H Asadi, S Mohamed, C Lim, S Nahavandi

(2016), Vol. 309, pp. 67-76, Behavioural brain research, Amsterdam, The Netherlands, C1

journal

A novel analytical method using virtual PM blocks to optimize magnet segmentations in surface-mounted PM synchronous machines

T Tiang, D Ishak, C Lim, M Kamarol

(2016), pp. 1278-1283, ICEMS 2015: Proceedings of the 18th International Conference on Electrical Machines and Systems, Pattaya, Thailand, E1

conference

Classification of implantable rotary blood pump states with class noise

H-L Ooi, M Seera, S-C Ng, C Lim, C Loo, N Lovell, S Redmond, E Lim

(2016), Vol. 20, pp. 829-837, IEEE journal of biomedical and health informatics, Piscataway, N.J., C1

journal

Reducing the complexity of an adaptive radial basis function network with a histogram algorithm

P Goh, S Tan, W Cheah, C Lim

(2016), pp. 1-14, Neural computing and applications, Berlin, Germany, C1

journal

Unified selective sorting approach to analyse multi-electrode extracellular data

R Veerabhadrappa, C Lim, T Nguyen, M Berk, S Tye, P Monaghan, S Nahavandi, A Bhatti

(2016), Vol. 6, pp. 1-16, Scientific reports, London, Eng., C1

journal

A memetic fuzzy ARTMAP by a grammatical evolution approach

S Tan, C Lim, J Watada

(2016), Vol. 56, pp. 447-456, KES-IDT 2016 : Proceedings of the 8th KES International Conference on Intelligent Decision Technolgies, Puerto de la Cruz, Spain, E1

conference

Dynamical analysis of the Hindmarsh-Rose neuron with time delays

S Lakshmanan, C Lim, S Nahavandi, M Prakash, P Balasubramaniam

(2016), Vol. 28, pp. 1-6, IEEE transactions on neural networks and learning systems, Piscataway, N.J., C1

journal

Chaotic synchronization of time-delay coupled Hindmarsh-Rose neurons via nonlinear control

I Hettiarachchi, L Shanmugam, A Bhatti, C Lim, M Prakash, P Balasubramaniam, S Nahavandi

(2016), Vol. 86, pp. 1249-1262, Nonlinear dynamics, Dodrecht, The Netherlands, C1

journal

A memetic-based fuzzy support vector machine model and its application to license plate recognition

H Samma, C Lim, J Saleh, S Suandi

(2016), Vol. 8, pp. 235-251, Memetic computing, New York, N.Y., C1

journal

A perceptual computing-based method to prioritize failure modes in failure mode and effect analysis and its application to edible bird nest farming

K Chai, C Jong, K Tay, C Lim

(2016), Vol. 49, pp. 734-747, Applied soft computing journal, Amsterdam, The Netherlands, C1

journal

Synchronization of discrete-time Markovian jump complex dynamical networks with random delays via non-fragile control

R Rakkiyappan, R Sasirekha, L Shanmugam, C Lim

(2016), Vol. 353, pp. 4300-4329, Journal of the Franklin Institute, Amsterdam, The Netherlands, C1

journal

Intelligent facial emotion recognition using moth-firefly optimization

L Zhang, K Mistry, S Neoh, C Lim

(2016), Vol. 111, pp. 248-267, Knowledge-based systems, Amsterdam, The Netherlands, C1

journal

Power quality analysis using a hybrid model of the fuzzy min-max neural network and clustering tree

M Seera, C Lim, C Loo, H Singh

(2016), Vol. 27, pp. 2760-2767, IEEE transactions on neural networks and learning systems, Piscataway, N.J., C1

journal

A wavelet deep belief network-based classifier for medical images

A Khatami, A Khosravi, C Lim, S Nahavandi

(2016), Vol. 9949, pp. 467-474, ICONIP 2016: Proceedings of the 23rd International Conference on Neural Information Processing, Kyoto, Japan, E1

conference

Multi-Expert decision-making with incomplete and noisy fuzzy rules and the monotone test

Y Kerk, L Pang, K Tay, C Lim

(2016), pp. 94-101, FUZZ-IEEE 2016 : IEEE International Conference on Fuzzy Systems, Vancouver, Canada, E1

conference

Monotone fuzzy rule relabeling for the zero-order TSK fuzzy inference system

L Pang, K Tay, C Lim

(2016), Vol. 24, pp. 1455-1463, IEEE transactions on fuzzy systems, Piscataway, N.J., C1

journal

Synchronization of an inertial neural network with time-varying delays and its application to secure communication

S Lakshmanan, M Prakash, C Lim, R Rakkiyappan, P Balasubramaniam, S Nahavandi

(2016), pp. 1-13, IEEE transactions on neural networks and learning systems, Piscataway, N.J., C1

journal
2015

Patient admission prediction using a pruned fuzzy min-max neural network with rule extraction

J Wang, C Lim, D Creighton, A Khorsavi, S Nahavandi, J Ugon, P Vamplew, A Stranieri, L Martin, A Freischmidt

(2015), Vol. 26, pp. 277-289, Neural computing and applications, Berlin, Germany, C1

journal

A clustering-based failure mode and effect analysis model and its application to the edible bird nest industry

K Tay, C Jong, C Lim

(2015), Vol. 26, pp. 551-560, Neural computing and applications, Amsterdam, The Netherlands, C1

journal

Motor fault detection and diagnosis using a hybrid FMM-CART model with online learning

M Seera, C Lim, C Loo

(2015), Vol. 27, pp. 1273-1285, Journal of intelligent manufacturing, New York, N.Y., C1

journal

A modified fuzzy min-max neural network for data clustering and its application to power quality monitoring

M Seera, C Lim, C Loo, H Singh

(2015), Vol. 28, pp. 19-29, Applied Soft Computing, Amsterdam, The Netherlands, C1

journal

Special issue: advances in intelligent data processing and analysis (part II)

C Lim, M Favorskaya, L Jain

(2015), Vol. 26, pp. 493-494, Neural computing and applications, Berlin, Germany, C1

journal

Classification of electrocardiogram and auscultatory blood pressure signals using machine learning models

M Seera, C Lim, W Liew, E Lim, C Loo

(2015), Vol. 42, pp. 3643-3652, Expert systems with applications, Amsterdam, The Netherlands, C1

journal

A hybrid FAM-CART model and its application to medical data classification

M Seera, C Lim, S Tan, C Loo

(2015), Neural Computing and Applications, C1

journal

Enhancing medical named entity recognition with an extended segment representation technique

S Keretna, C Lim, D Creighton, K Shaban

(2015), Vol. 119, pp. 88-100, Computer methods and programs in biomedicine, Amsterdam, The Netherlands, C1

journal

An enhanced fuzzy min-max neural network for pattern classification

M Mohammed, C Lim

(2015), Vol. 26, pp. 417-429, IEEE Transactions on Neural Networks and Learning Systems, C1

journal

A study and a directory of energy consumption data sets of buildings

T Babaei jonid Abad, H Abdi, C Lim, S Nahavandi

(2015), Vol. 94, pp. 91-99, Energy and buildings, Amsterdam, The Netherlands, C1

journal

An improved consensus-based group decision making model with heterogeneous information

F Zhang, J Ignatius, Y Zhao, C Lim, M Ghasemi, P Ng

(2015), Vol. 35, pp. 850-863, Applied soft computing, Amsterdam, The Netherlands, C1

journal

Robust non-fragile control for offshore steel jacket platform with nonlinear perturbations

K Sivaranjani, R Rakkiyappan, L Shanmugam, C Lim

(2015), Vol. 81, pp. 2043-2057, Nonlinear dynamics, Berlin, Germany, C1

journal

Clustering and visualization of failure modes using an evolving tree

W Chang, K Tay, C Lim

(2015), Vol. 42, pp. 7235-7244, Expert systems with applications, Amsterdam, The Netherlands, C1

journal

Intelligent facial emotion recognition using a layered encoding cascade optimization model

S Neoh, L Zhang, K Mistry, M Hossain, C Lim, N Aslam, P Kinghorn

(2015), Vol. 34, pp. 72-93, Applied soft computing, Amsterdam, The Netherlands, C1

journal

A comprehensive analytical subdomain model and its field solutions for surface-mounted permanent magnet machines

T Tiang, D Ishak, C Lim, M Jamil

(2015), Vol. 51, pp. 1-14, IEEE transactions on magnetics, Piscataway, N.J., C1

journal

A new two-stage fuzzy inference system-based approach to prioritize failures in failure mode and effect analysis

T Jee, K Tay, C Lim

(2015), Vol. 64, pp. 869-877, IEEE transactions on reliability, Champaign, Ill., C1

journal

An ensemble of intelligent water drop algorithms and its application to optimization problems

B Alijla, L Wong, C Lim, A Khader, M Al-Betar

(2015), Vol. 325, pp. 175-189, Information sciences, Amsterdam, The Netherlands, C1

journal

A multi-objective evolutionary algorithm-based decision support system: a case study on job-shop scheduling in manufacturing

C Tan, S Hanoun, C Lim, D Creighton, S Nahavandi

(2015), pp. 170-174, SysCon 2015: Proceedings of the 9th Annual IEEE International Systems Conference, Vancouver, B.C., E1

conference

Analytical assessment of optimum magnet pole-arc for PMSM under influence of different magnetization patterns

T Tiang, D Ishak, C Lim, M Kamarol

(2015), pp. 1-1, INTERMAG 2015 : Proceedings of the IEEE International Magnetics Conference, Beijing, China, E1

conference

Evolving an adaptive artificial neural network with a gravitational search algorithm

S Tan, C Lim

(2015), Vol. 39, pp. 599-609, KES-IDT 2015 : Proceedings of the 7th International Conference on Intelligent Decision Technologies, Sorrento, Italy, E1

conference

An intelligent decision support system for leukaemia diagnosis using microscopic blood images

S Chin Neoh, W Srisukkham, L Zhang, S Todryk, B Greystoke, C Lim, M Hossain, N Aslam

(2015), Vol. 5, pp. 1-14, Scientific reports, London, Eng., C1

journal

Dynamical analysis of neural networks with time-varying delays using the LMI approach

L Shanmugam, C Lim, A Bhatti, D Gao, S Nahavandi

(2015), Vol. 9491, pp. 297-305, 22nd International Conference, ICONIP 2015, Istanbul, Turkey, November 9-12, 2015, Proceedings Part III, Istanbul, Turkey, E1

conference

Statistical modelling of artificial neural network for sorting temporally synchronous spikes

R Veerabhadrappa, A Bhatti, C Lim, T Nguyen, S Tye, P Monaghan, S Nahavandi

(2015), Vol. 9491, pp. 261-272, 22nd International Conference, ICONIP 2015, Istanbul, Turkey, November 9-12, 2015, Proceedings Part III, Istanbul, Turkey, E1

conference

A new fuzzy peer assessment methodology for cooperative learning of students

K Chai, K Tay, C Lim

(2015), Vol. 32, pp. 468-480, Applied soft computing, Amsterdam, The Netherlands, C1

journal
2014

A multi-objective evolutionary algorithm-based ensemble optimizer for feature selection and classification with neural network models

C Tan, C Lim, Y Cheah

(2014), Vol. 125, pp. 217-228, Neurocomputing, Amsterdam, The Netherlands, C1

journal

Inclusion of environmental effects in steering behaviour modelling using fuzzy logic

M Nasir, C Lim, S Nahavandi, D Creighton

(2014), Vol. 41, pp. 1901-1914, Expert systems with applications, Amsterdam, The Netherlands, C1

journal

A hybrid intelligent system for medical data classification

M Seera, C Lim

(2014), Vol. 41, pp. 2239-2249, Expert systems with applications, Amsterdam, The Netherlands, C1

journal

A new method for ranking fuzzy numbers and its application to group decision making

F Zhang, J Ignatius, C Lim, Y Zhao

(2014), Vol. 38, pp. 1563-1582, Applied mathematical modelling, Amsterdam, The Netherlands, C1

journal

Online motor fault detection and diagnosis using a hybrid FMM-CART model

M Seera, C Lim

(2014), Vol. 25, pp. 806-812, IEEE transactions on neural networks and learning systems, Piscataway, N.J., C1

journal

Transfer learning using the online Fuzzy Min-Max neural network

M Seera, M Seera, C Lim, C Lim

(2014), Vol. 25, pp. 469-480, Neural computing and applications, Berlin, Germany, C1

journal

A review of online learning in supervised neural networks

L Jain, M Seera, C Lim, P Balasubramaniam

(2014), Vol. 25, pp. 491-509, Neural computing and applications, Berlin, Germany, C1

journal

A genetic fuzzy system to model pedestrian walking path in a built environment

M Nasir, C Lim, S Nahavandi, D Creighton

(2014), Vol. 45, pp. 18-34, Simulation Modelling Practice and Theory, Amsterdam , Netherlands, C1

journal

Condition monitoring of induction motors : A review and an application of an ensemble of hybrid intelligent models

M Seera, C Lim, S Nahavandi, C Loo

(2014), Vol. 41, pp. 4891-4903, Expert Systems with Applications, Amsterdam, The Netherlands, C1

journal

Prediction of pedestrians routes within a built environment in normal conditions

M Nasir, C Lim, S Nahavandi, D Creighton

(2014), Vol. 41, pp. 4975-4988, Expert Systems with Applications, Oxford, United Kingdom, C1

journal

Mini-micro unmanned aerial vehicle intelligence: a threat to land vehicles

V Le, A Filippidis, C Lim, W Abdelrahman, S Nahavandi

(2014), Vol. 262, pp. 79-91, Frontiers in Artificial Intelligence and Applications, Amsterdam, The Netherlands, B1

chapter

A new method for deriving priority weights by extracting consistent numerical-valued matrices from interval-valued fuzzy judgement matrix

F Zhang, J Ignatius, C Lim, Y Zhao

(2014), Vol. 279, pp. 280-300, Information Sciences, Philadelphia, United States, C1

journal

Segmentation of gray scale image based on intuitionistic fuzzy sets constructed from several membership functions

V Ananthi, P Balasubramaniam, C Lim

(2014), Vol. 47, pp. 3870-3880, Pattern Recognition, Amsterdam , Netherlands, C1

journal

A two-stage dynamic group decision making method for processing ordinal information

F Zhang, J Ignatius, C Lim, M Goh

(2014), Vol. 70, pp. 189-202, Knowledge-Based Systems, Amsterdam , Netherlands, C1

journal

An online transfer learning RBF neural network for cross domain data classification

S Tan, C Lim, M Seera

(2014), Vol. 262, pp. 210-218, Frontiers in Artificial Intelligence and Applications, B1

chapter

A modified Intelligent Water Drops algorithm and its application to optimization problems

B Alijla, L-P Wong, C Lim, A Khader, M Al-Betar

(2014), Vol. 41, pp. 6555-6569, Expert Systems with Applications, Amsterdam, The Netherlands, C1

journal

Applying a multi-agent classifier system with a novel trust measurement method to classifying medical data

M Mohammed, C Lim, U Bt Ngah

(2014), Vol. 291, pp. 355-362, Lecture Notes in Electrical Engineering, Singapore, B1

chapter

A hybrid model for named entity recognition using unstructured medical text

S Keretna, C Lim, D Creighton

(2014), pp. 85-90, SOSE 2014 : The Socio-Technical Perspective : Proceedings of the 9th International Conference on System of Systems Engineering, Adelaide, South Australia, E1

conference

A new application of an evolving tree to failure mode and effect analysis methodology

W Chang, K Tay, C Lim

(2014), Vol. 8836, pp. 415-422, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Berlin, Germany, B1

chapter

Condition monitoring of broken rotor bars using a hybrid FMM-GA model

M Seera, C Lim, C Loo

(2014), Vol. 8836, pp. 381-389, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Berlin, Germany, B1

chapter

A new interval-based method for handling non-monotonic information

Y Kerk, K Tay, C Lim

(2014), pp. 2178-2183, IEEE International Conference on Fuzzy Systems, Beijing, China, E1

conference

A hybrid weighted aggregation method based on consistency and consensus in group decision making

F Zhang, J Ignatius, C Lim, Y Zhang

(2014), pp. 11-17, FUZZ-IEEE 2014 : Proceedings of the 2014 IEEE International Conference on Fuzzy Systems, Beijing, China, E1

conference

A new fuzzy ratio and its application to the single input rule modules connected fuzzy inference system

C Jong, K Tay, C Lim

(2014), pp. 1586-1590, FUZZ-IEEE 2014 : Proceedings of the 2014 IEEE International Conference on Fuzzy Systems, Beijing, China, E1

conference

A new monotonicity index for fuzzy rule-based systems

L Pang, K Tay, C Lim

(2014), pp. 1566-1570, FUZZ-IEEE 2014 : Proceedings of the 2014 IEEE International Conference on Fuzzy Systems, Beijing, China, E1

conference

A new fuzzy ranking method using fuzzy preference relations

K Chai, K Tay, C Lim

(2014), pp. 293-297, FUZZ-IEEE 2014 : Proceedings of the 2014 IEEE International Conference on Fuzzy Systems, Beijing, China, E1

conference

Building fuzzy inference systems with similarity reasoning : NSGAII-based fuzzy rule selection and evidential functions

T Jee, K Chai, K Tay, C Lim

(2014), pp. 2192-2197, FUZZ-IEEE 2014 : Proceedings of the 2014 IEEE International Conference on Fuzzy Systems, Beijing, China, E1

conference

Transfer learning using the online FMM model

M Seera, C Lim, C Loo

(2014), Vol. 8834, pp. 151-158, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Berlin, Germany, B1

chapter

Classification ensemble to improve medical Named Entity Recognition

S Keretna, Chee Lim, Doug Creighton, K Shaban

(2014), pp. 2630-2636, Proceedings of 2014 IEEE International Conference on Systems, Man and Cybernetics, San Diego, CA, USA, E1

conference

A new RBFNDDA-KNN network and its application to medical pattern classification

S Tan, C Lim, R Harrison, R Kennedy

(2014), Vol. 223, pp. 71-82, Soft Computing in Industrial Applications, Heidelberg, Germany, B1

chapter

A new evolving tree for text document clustering and visualization

W Chang, K Tay, C Lim

(2014), Vol. 223, pp. 141-151, Soft Computing in Industrial Applications, Heidelberg , Germany, B1

chapter

A single input rule modules connected Fuzzy FMEA methodology for edible bird nest processing

C Jong, K Tay, C Lim

(2014), Vol. 223, pp. 165-176, Soft computing in industrial applications, Heidelberg, Germany, B1

chapter

A hybrid FMM-CART model for human activity recognition

M Seera, C Loo, C Lim

(2014), pp. 182-187, IEEE 2014 : Proceedings of the International Conference on Systems, Man and Cybernetics (SMC), San Diego, Calif., E1

conference

Enhancement of Medical Named Entity Recognition Using Graph-based Features

S Keretna, C Lim, D Creighton

(2014), pp. 1895-1900, 2014 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2014), Austin, TX, E1

conference
2013

Video driven traffic modelling in ParamicsTM

H Zhou, D Creighton, C Lim, L Wei, D Gao

(2013), pp. 525-530, UKSim 2013 : Proceedings of the 15th International Conference on Computer Modelling and Simulation, Cambridge, England, E1

conference

Application of the fuzzy failure mode and effect analysis methodology to edible bird nest processing

C Jong, K Tay, C Lim

(2013), Vol. 96, pp. 90-108, Computers and electronics in agriculture, Amsterdam, The Netherlands, C1

journal

A new dempster-shafer theory-based method with fuzzy targets for fuzzy sets ranking

K Chai, K Tay, C Lim

(2013), pp. 1-6, FUZZ-IEEE 2013 : Proceedings of the IEEE International Conference on Fuzzy Systems, Hyderabad, India, E1

conference

Enhancing an evolving tree-based text document visualization model with fuzzy c-Means clustering

W Chang, K Tay, C Lim

(2013), pp. 1-6, FUZZ-IEEE 2013 : Proceedings of the IEEE International Conference on Fuzzy Systems, Hyderabad, India, E1

conference

A new framework with similarity reasoning and monotone fuzzy rule relabeling for fuzzy inference systems

K Tay, L Pang, T Jee, C Lim

(2013), pp. 1-8, FUZZ-IEEE 2013 : Proceedings of the IEEE International Conference on Fuzzy Systems, Hyderabad, India, E1

conference

A new online updating framework for constructing monotonicity-preserving fuzzy inference systems

K Tay, T Jee, L Pang, C Lim

(2013), pp. 1-7, FUZZ-IEEE 2013 : Proceedings of the IEEE International Conference on Fuzzy Systems, Hyderabad, India, E1

conference

Interval-based and fuzzy set-based approaches to modeling of fuzzy inference systems with the local monotonicity property

C Teh, K Tay, C Lim

(2013), pp. 1-7, FUZZ-IEEE 2013 : Proceedings of the IEEE International Conference on Fuzzy Systems, Hyderabad, India, E1

conference

Fuzzy rough set approach for selecting the most significant texture features in mammogram images

B Alijla, A Khader, C Lim, M Al-Betar, W Pei

(2013), pp. 51-56, PICICT 2013 : Proceedings of the 2013 Palestinian International Conference on Information and Communication Technology, Gaza, Palestine, E1

conference

A Hybrid PSO-FSVM Model and Its Application to Imbalanced Classification of Mammograms

H Samma, C Lim, U Ngah

(2013), pp. 275-284, Intelligent information and database systems: 5th Asian conference, ACIIDS 2013, Kuala Lumpur, Malaysia, March 18-20, 2013, proceedings : Part 1, Berlin, Germany, B1-1

chapter

Intelligent water drops algorithm for rough set feature selection

B Alijla, L Peng, A Khader, M Al-Betar

(2013), pp. 356-365, Intelligent information and database systems : 5th Asian conference, ACIIDS 2013, Kuala Lumpur, Malaysia, March 18-20, 2013. Proceedings, Part 2, Berlin, Germany, B1-1

chapter

A modified micro genetic algorithm for undertaking multi-objective optimization problems

C Tan, C Lim, Y Cheah

(2013), Vol. 24, pp. 483-495, Journal of intelligent and fuzzy systems, Amsterdam, The Netherlands, C1

journal

Multi-objective image segmentation with an interactive evolutionary computation approach

W Ooi, C Lim

(2013), Vol. 24, pp. 239-249, Journal of intelligent and fuzzy systems, Amsterdam, The Netherlands, C1

journal

Formulation and simulation of a 3D mechanical model of embryos for microinjection

M Asgari, H Abdi, C Lim, S Nahavandi

(2013), pp. 2219-2224, SMC 2013 : Proceedings of the 2013 IEEE International Conference on Systems, Man and Cybernetics, Manchester, England, E1

conference

Offline and online fault detection and diagnosis of induction motors using a hybrid soft computing model

M Seera, C Lim, D Ishak, H Singh

(2013), Vol. 13, pp. 4493-4507, Applied soft computing, Amsterdam, The Netherlands, C1

journal

Classification and optimization of product review information using soft computing models

C Tan, C Lim, Y Cheah, S Tan

(2013), pp. 115-120, ISAE 2013 : Proceedings of the Affective Engineering 2013 International Symposium, Kitakyushu, Japan, E1

conference

A hybrid RBF-ART model and its application to medical data classification

S Tan, C Lim, J Watada

(2013), pp. 21-30, KES-IDT 2013 : Proceedings of the KES Intelligent Decision Technologies 2013 international conference, Sesimbra, Portugal, E1

conference

Spike sorting using hidden markov models

H Zhou, S Mohamed, A Bhatti, C Lim, N Gu, S Haggag, S Nahavandi

(2013), pp. 553-560, ICONIP 2013 : Neural Information Processing : 20th International Conference, Daegu, Korea, November 2013 Proceedings, Part 1, Daegu, Korea, E1

conference
2012

A non-linear programming-based similarity reasoning scheme for modelling of monotonicity-preserving multi-input fuzzy inference systems

K Tay, T Jee, C Lim

(2012), Vol. 23, pp. 71-92, Journal of intelligent and fuzzy systems, Amsterdam, The Netherlands, C1-1

journal

Building monotonicity-preserving fuzzy inference models with optimization-based similarity reasoning and a monotonicity index

K Tay, C Lim, T Jee

(2012), pp. 1-8, FUZZ-IEEE 2012 : Proceedings of the IEEE 2012 International Conference on Fuzzy Systems, Brisbane, Qld., E1-1

conference

A monotonicity index for the monotone fuzzy modeling problem

K Tay, C Lim, T Jee

(2012), pp. 1-8, FUZZ-IEEE 2012 : Proceedings of the IEEE 2012 International Conference on Fuzzy Systems, Brisbane, Qld., E1-1

conference

Application of particle swarm optimization to uniform and variable strength covering array construction

B Ahmed, K Zamli, C Lim

(2012), Vol. 12, pp. 1330-1347, Applied soft computing, Amsterdam, The Netherlands, C1-1

journal

Constructing a t-way interaction test suite using the Particle Swarm Optimization approach

B Ahmed, K Zamli, C Lim

(2012), Vol. 8, pp. 431-451, International Journal of Innovative Computing, Information and Control, Kumamoto, Japan, C1-1

journal

Fault detection and diagnosis of induction motors using motor current signature analysis and a hybrid FMM-CART model

M Seera, C Lim, D Ishak, H Singh

(2012), Vol. 23, pp. 97-108, IEEE transactions on neural networks and learning systems, Piscataway, N. J., C1-1

journal

Application of the fuzzy min-max neural network to fault detection and diagnosis of induction motors

M Seera, C Lim, D Ishak, H Singh

(2012), Vol. 23, pp. 191-200, Neural computing and applications, London, England, C1

journal

A novel trust measurement method based on certified belief in strength for a multi-agent classifier system

M Mohammed, C Lim, A Quteishat

(2012), pp. 1-9, Neural computing and applications, London, England, C1

journal
2011

Fuzzy inference system-based criterion-referenced assessment model

K Tay, C Lim

(2011), Vol. 38, pp. 11129-11136, Expert systems with applications, Amsterdam , The Netherlands, C1-1

journal

A hybrid FMM-CART model for fault detection and diagnosis of induction motors

M Seera, C Lim, D Ishak

(2011), Vol. 7064, pp. 730-736, Lecture notes in computer science, Heidelberg, Germany, C1-1

journal

A modified two-stage SVM-RFE model for cancer classification using microarray data

P Tan, S Tan, C Lim, S Khor

(2011), pp. 668-675, Neural information processing, Berlin, Germany, B1-1

chapter

A multi-objective sensitivity approach to training providers' evaluation and quota allocation planning

J Ignatius, A Mustafa, M Jantan, C Lim, T Ramayah, J Leen

(2011), Vol. 10, pp. 147-174, International journal of information technology and decision making, Singapore, Singapore, C1-1

journal

A neural network-based multi-agent classifier system with a Bayesian formalism for trust measurement

A Quteishat, C Lim, J Saleh, J Tweedale, L Jain

(2011), Vol. 15, pp. 221-231, Soft computing, Heidelberg, Germany, C1-1

journal

A hybrid neural classifier for dimensionality reduction and data visualization and its application to fault detection and classification of induction motors

M Nadjarpoorsiyahkaly, C Lim

(2011), pp. 146-150, BIC-TA 2011 : Proceedings of the 6th International Conference on Bio-Inspired Computing: Theories and Applications, Penang, Malaysia, E1-1

conference

Optimization of gaussian fuzzy membership functions and evaluation of the monotonicity property of fuzzy inference systems

K Tay, C Lim

(2011), pp. 1219-1224, FUZZ 2011 : Proceedings of the IEEE International Conference on Fuzzy Systems, Taipei, Taiwan, E1-1

conference

Fuzzy ARTMAP and hybrid evolutionary programming for pattern classification

S Tan, C Lim

(2011), Vol. 22, pp. 57-68, Journal of intelligent and fuzzy systems, Amsterdam, The Netherlands, C1-1

journal

Improved GART neural network model for pattern classification and rule extraction with application to power systems

K Yap, C Lim, M Au

(2011), Vol. 22, pp. 2310-2323, IEEE transactions on neural networks, Piscataway, N. J., C1-1

journal

Integration of supervised ART-based neural networks with a hybrid genetic algorithm

S Tan, C Lim

(2011), Vol. 15, pp. 205-219, Soft computing, Heidelberg, Germany, C1-1

journal

On monotonic sufficient conditions of fuzzy inference systems and their applications

K Tay, C Lim

(2011), Vol. 19, pp. 731-757, International journal of uncertainty, fuzziness and knowlege-based systems, Singapore, C1-1

journal

Reinforcement learning of competitive and cooperative skills in soccer agents

J Leng, C Lim

(2011), Vol. 11, pp. 1353-1362, Applied soft computing, Amsterdam, The Netherlands, C1-1

journal

An evolutionary-based similarity reasoning scheme for monotonic multi-input fuzzy inference systems

K Tay, C Lim

(2011), pp. 442-447, FUZZ 2011 : Proceedings of the IEEE International Conference on Fuzzy Systems, Taipei, Taiwan, E1-1

conference
2010

A computer-aided detection system for automatic mammography mass identification

H Samma, C Lim, A Samma

(2010), Vol. 6444, pp. 226-233, Lecture notes in computer science, Heidelberg, Germany, C1-1

journal

A GA-PSO layered encoding evolutionary approach to 0/1 knapsack optimization

S Neoh, N Morad, C Lim, Z Aziz

(2010), Vol. 6, pp. 3489-3505, International journal of innovative computing, information and control, Kumamoto, Japan, C1-1

journal

A layered-encoding cascade optimization approach to product-mix planning in high-mix-low-volume manufacturing

S Neoh, N Morad, C Lim, Z Aziz

(2010), Vol. 40, pp. 133-146, IEEE transactions on systems, man, and cybernetics part A : systems and humans, Piscataway, N. J, C1-1

journal

A modified fuzzy min-max neural network with a genetic-algorithm-based rule extractor for pattern classification

A Quteishat, C Lim, K Tan

(2010), Vol. 40, pp. 641-650, IEEE transactions on systems, man, and cybernetics part A : systems and humans, Piscataway, N. J., C1-1

journal

A novel Euclidean quality threshold ARTMAP network and its application to pattern classification

S Yaakob, C Lim, L Jain

(2010), Vol. 19, pp. 227-236, Neural computing and applications, Guildford, Surrey, C1-1

journal

An empirical analysis of colour image segmentation using fuzzy c-means clustering

C Lim, W Ooi

(2010), Vol. 2, pp. 97-106, International journal of knowledge engineering and soft data paradigms, Geneva, Switzerland, C1-1

journal

An enhanced generalized adaptive resonance theory neural network and its application to medical pattern classification

K Yap, C Lim, J Mohamad-Saleh

(2010), Vol. 21, pp. 65-78, Journal of intelligent and fuzzy systems, Amsterdam, The Netherlands, C1-1

journal

Enhancing fuzzy inference system based criterion-referenced assessment with an application

K Tay, C Lim, T Jee

(2010), pp. 213-218, ECMS 2010 : Proceedings of the 24th European Conference on Modelling and Simulation, Kuala Lumpur, Malaysia, E1-1

conference

Enhancing the failure mode and effect analysis methodology with fuzzy inference techniques

K Tay, C Lim

(2010), Vol. 21, pp. 135-146, Journal of intelligent and fuzzy systems, Amsterdam, The Netherlands, C1-1

journal

Feature extraction and classification of metal detector signals using the wavelet transform and the fuzzy ARTMAP neural network

M Tran, C Lim, C Abeynayake, L Jain

(2010), Vol. 21, pp. 89-99, Journal of intelligent and fuzzy systems, Amsterdam, The Netherlands, C1-1

journal

Evolutionary fuzzy ARTMAP neural networks and their applications to fault detection and diagnosis

S Tan, C Lim

(2010), Vol. 31, pp. 1-24, Neural processing letters, Seacaucus, NJ, C1-1

journal

Use of the circle segments visualization technique for neural network feature selection and analysis

C Lim, S Wang, K Tan, J Navarro, L Jain

(2010), Vol. 73, pp. 613-621, Neurocomputing, Amsterdam , Netherlands, C1-1

journal

On the use of fuzzy inference systems for assessment and decision making problems

K Tay, C Lim

(2010), pp. 233-246, Handbook on decision making : Vol. 1 : techniques and applications, Berlin, Germany, B1-1

chapter

Advances in intelligent decision making

C Lim, L Jain

(2010), pp. 3-28, Handbook on decision making : Vol. 1 : techniques and applications, Berlin, Germany, B1-1

chapter
2009

A multi-resolution GA-PSO layered encoding cascade optimization model

S Neoh, N Morad, A Marzuki, C Lim, Z Aziz

(2009), pp. 121-140, Innovations in swarm intelligence, Berlin, Germany, B1-1

chapter

A neural network-based multi-agent classifier system

A Quteishat, C Lim, J Tweedale, L Jain

(2009), Vol. 72, pp. 1639-1647, Neurocomputing, Amsterdam, The Netherlands, C1-1

journal

Advances in swarm intelligence

C Lim, L Jain

(2009), pp. 1-7, Innovations in swarm intelligence, Berlin, Germany, B1-1

chapter

An evolutionary artificial neural network for medical pattern classification

S Tan, C Lim, K Tan, J Navarro

(2009), Vol. 5864 LNCS, pp. 475-482, Lecture notes in computer science, Berlin, Germany, C1-1

journal

An interactive evolutionary algorithm for MMIC low noise amplifier design

S Neoh, A Marzuki, N Morad, C Lim, Z Aziz

(2009), Vol. 3, pp. 15-19, ICIC express letters, [Japan], C1-1

journal

Fuzzy ARTMAP and a hybrid chaos genetic algorithm for medical pattern classification

C Loo, S Tan, C Lim

(2009), Vol. 10, pp. 12-21, Australian journal of intelligent information processing systems, Canberra, A. C. T., C1-1

journal

On the use of fuzzy rule interpolation techniques for monotonic multi-input fuzzy rule base models

K Tay, C Lim

(2009), pp. 1736-1740, FUZZ-IEEE 2009 : Proceedings of the IEEE International Conference on Fuzzy Systems, Jeju Island, Korea, E1-1

conference

An online pruning strategy for supervised ARTMAP-based neural networks

S Tan, M Rao, C Lim

(2009), Vol. 18, pp. 387-395, Neural computing and applications, London, England, C1-1

journal

Fusion of colour and texture features in image segmentation: an empirical study

W Ooi, C Lim

(2009), Vol. 57, pp. 8-18, Imaging science journal, Leeds, England, C1-1

journal

Authenticating the identity of computer users with typing biometrics and the fuzzy min-max neural network

A Quteishat, C Lim, C Loy, W Lai

(2009), Vol. 14, pp. 47-53, International journal of biomedical soft computing and human sciences, Fukuoka, Japan, C1-1

journal

Innovations in knowledge processing and decision making in agent-based systems

L Jain, C Lim, N Nguyen

(2009), pp. 1-12, Knowledge processing and decision making in agent-based systems, Berlin, Germany, B1-1

chapter

Improving the performance of fuzzy ARTMAP with hybrid evolutionary programming : an experimental study

S Tan, C Lim

(2009), pp. 593-600, ICONIP 2007 : Neural Information Processing 14th International Conference, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers, Kitakyushu-shi, Japan, E1-1

conference

A fuzzy clustering approach to content-based image retrieval

W Ooi, C Lim

(2009), pp. 11-16, ICONIP 2009 : Proceedings of the Post ICONIP 2009 Workshop on Advances in Intelligent Computing, Kuala Lumpur, Malaysia, E1-1

conference

Innovations in swarm intelligence

C Lim, L Jain, S Dehuri

(2009), Berlin, Germany, A1-1

book
2008

A hybrid ART-GRNN online learning neural network with a ?-insensitive loss function

K Yap, C Lim, I Abidin

(2008), Vol. 19, pp. 1641-1646, IEEE transactions on neural networks, Piscataway, N. J., C1-1

journal

A hybrid neural network classifier combining ordered fuzzy ARTMAP and the dynamic decay adjustment algorithm

S Tan, M Rao, C Lim

(2008), Vol. 12, pp. 765-775, Soft computing, Heidelberg, Germany, C1-1

journal

A modified fuzzy min-max neural network with rule extraction and its application to fault detection and classification

A Quteishat, C Lim

(2008), Vol. 8, pp. 985-995, Applied soft computing, Amsterdam, The Netherlands, C1-1

journal

An artificial neural network classifier design based-on variable kernel and non-parametric density estimation

C Teh, C Lim

(2008), Vol. 27, pp. 137-151, Neural processing letters, Secaucus, United States, C1-1

journal

An introduction to computational intelligence paradigms

L Jain, S Tan, C Lim

(2008), pp. 1-23, Computational intelligence paradigms : innovative applications, [Berlin, Germany], B1-1

chapter

Fuzzy rule base assessment models : theoretical analyses and a case study

K Tay, C Lim, C Teh

(2008), CIS 2008 : Proceedings of the 7th IEEE International Conference on Cybernetic Intelligent Systems, London, England, E1-1

conference

Robust modular artmap for multi-class shape recognition

C Tan, C Loy, W Lai, C Lim

(2008), pp. 2405-2412, IJCNN 2008 : Proceedings of the IEEE International Joint Conference on Neural Networks, Hong Kong, E1-1

conference

Fuzzy ARTMAP dynamic decay adjustment : an improved fuzzy ARTMAP model with a conflict resolving facility

S Tan, M Rao, C Lim

(2008), Vol. 8, pp. 543-554, Applied soft computing, Amsterdam, The Netherlands, C1-1

journal

On the use of fuzzy inference techniques in assessment models : part I - theoretical properties

K Tay, C Lim

(2008), Vol. 7, pp. 269-281, Fuzzy optimization and decision making, Dordrecht, The Netherlands, C1-1

journal

On the use of fuzzy inference techniques in assessment models : part II : industrial applications

K Tay, C Lim

(2008), Vol. 7, pp. 283-302, Fuzzy optimization and decision making, New York, N.Y., C1-1

journal

An interactive genetic algorithm approach to MMIC low noise amplifier design using a layered encoding structure

S Neoh, A Marzuki, N Morad, C Lim, Z Aziz

(2008), pp. 1571-1575, CEC 2008 : Proceedings of the IEEE Congress on Evolutionary Computation, Hong Kong, China, E1-1

conference

A Hybrid ART-GRNN Online Learning Neural Network With a $\varepsilon$ -Insensitive Loss Function

Keem Siah Yap, C Lim, I Abidi

(2008), Vol. 19, pp. 1641-1646, IEEE transactions on neural networks, Piscataway, N.J., C1-1

journal
2007

A cooperative learning model for the fuzzy ARTMAP-dynamic decay adjustment network with the genetic algorithm

S Tan, M Rao, C Lim

(2007), Vol. 39, pp. 169-178, Advances in soft computing, Berlin, Germany, C1-1

journal

Hybrid neural network model for rule generation and its application to process fault detection and diagnosis

S Tan, C Lim, M Rao

(2007), Vol. 20, pp. 203-213, Engineering applications of artificial intelligence, Amsterdam , The Netherlands, C1-1

journal

A layered matrix cascade genetic algorithm and particle swarm optimization approach to thermal power generation scheduling

S Neoh, C Lim, N Morad, A Aziz

(2007), Vol. 39, pp. 241-250, Advances in Soft Computing, Berlin , Germany, C1-1

journal

A modified fuzzy min-max neural network and its application to fault classification

A Quteishat, C Lim

(2007), Vol. 39, pp. 179-188, Advances in soft computing, Berlin, Germany, C1-1

journal

A mutation-based evolving neural network model and its application to condition monitoring

S Tan, M Rao, C Lim

(2007), pp. 65-68, IIHMSP 2007 : Proceedings of the 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, Kaohsiung, Taiwan, E1-1

conference

A hybrid Kansei engineering system using the self-organizing map neural network

C The, C Lim

(2007), Vol. 2, pp. 23-38, Journal of IT in Asia, Sarawak, Malaysia, C1-1

journal

Keystroke patterns classification using the ARTMAP-FD neural network

C Loy, W Lai, C Lim

(2007), pp. 61-64, IIHMSP 2007 : Proceedings of the 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, Kaohsiung, Malaysia, E1-1

conference

Intelligent machines : an introduction

L Jain, A Quteishat, C Lim

(2007), pp. 1-9, Innovations in intelligent machines - 1, Berlin, Germany, B1-1

chapter

Introduction to evolutionary computing in system design

L Jain, S Tan, C Lim

(2007), pp. 1-9, Advances in evolutionary computing for system design, Berlin, Germany, B1-1

chapter

Text-dependent speaker recognition using wavelets and neural networks

C Lim, S Woo

(2007), Vol. 11, pp. 549-556, Soft computing, Heidelberg, Germany, C1-1

journal

Development of an automated inspection system for welding defect detection

F Koay, C Lim, S Sundaram

(2007), pp. 1-5, MJISAT 2007 : Proceedings of the 2007 Malaysia-Japan International Symposium on Advanced Technologies, Kuala Lumpur, Malaysia, E1-1

conference

Modeling of a stereo vision system using a genetic algorithm based fuzzy linear regression

H Kho, C Lim, A Abdul, H Abu

(2007), pp. 1-7, MJISAT 2007 : Proceedings of the 2007 Malaysia-Japan International Symposium on Advanced Technologies, Kuala Lumpur, Malaysia, E1-1

conference

Use of circle-segments as a data visualization technique for feature selection in pattern classification

S Wang, C Loy, C Lim, W Lai, K Tan

(2007), pp. 625-634, Neural Information Processing 14th International Conference, ICONIP 2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers, Berlin, Germany, B1-1

chapter
2006

A guided rule reduction system for prioritization of failures in fuzzy FMEA

K Tay, C Lim

(2006), Vol. 36, pp. 301-310, Advances in soft computing, Berlin , Germany, C1-1

journal

A hybrid intelligent system and its application to fault detection and diagnosis

C Teh, C Lim

(2006), Vol. 36, pp. 165-175, Advances in soft computing, Berlin , Germany, C1-1

journal

A probabilistic SOM-kMER model for intelligent data analysis

C Teh, C Lim

(2006), Vol. 5, pp. 825-832, WSEAS Transactions on systems, Athens, Greece, C1-1

journal

An intelligent decision support system for manufacturing technology investments

K Hua Tan, C Lim, K Platts, H Shen Koay

(2006), Vol. 104, pp. 179-190, International Journal of Production Economics, Amsterdam , Netherlands, C1-1

journal

An Intelligent Human-Computer Interaction System for Decision Support

C Lim, C Teh

(2006), Vol. 3, pp. 54-63, International Journal of Information Technology, Singapore, C1-1

journal

Fuzzy clustering of color and texture features for image segmentation: a study on satellite image retrieval

W Ooi, C Lim

(2006), Vol. 17, pp. 297-311, Journal of intelligent and fuzzy systems, Amsterdam, The Netherlands, C1-1

journal

Short term load forecasting using a hybrid neural network

K Yap, I Abidin, C Lim, M Shah

(2006), pp. 123-128, PECon 2006 : Proceedings of the First International Power and Energy Conference, Putrajaya, Malaysia, E1-1

conference

Visualizing and classifying data using a hybrid intelligent system

C Teh, C Lim

(2006), pp. 13-17, AIKED '06 : Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering, and Databases, Madrid, Spain, E1-1

conference

Application of a noisy data classification technique to determine the occurrence of flashover in compartment fires

E Lee, Y Lee, C Lim, C Tang

(2006), Vol. 20, pp. 213-222, Advanced engineering informatics, Oxford, England, C1-1

journal

Dimensionality reduction of protein mass spectrometry data using random projection

C Loy, W Lai, C Lim

(2006), pp. 776-785, Neural information processing, Berlin, Germany, B1-1

chapter

Fuzzy FMEA with a guided rules reduction system for prioritization of failures

K Tay, C Lim

(2006), Vol. 23, pp. 1047-1066, International Journal of Quality and Reliability Management, Bingley, U. K., C1-1

journal

Managing manufacturing technology investments: An intelligent learning system approach

K Tan, C Lim, K Platts, H Koay

(2006), Vol. 19, pp. 4-13, International journal of computer integrated manufacturing, Essex, United Kingdom, C1-1

journal

Monitoring the formation of kernel-based topographic maps in a hybrid SOM-kMER model

C Teh, C Lim

(2006), Vol. 17, pp. 1336-1341, IEEE transactions on neural networks, Piscataway, NJ, C1-1

journal

On the reduction of complexity in the architecture of fuzzy ARTMAP with dynamic decay adjustment

S Tan, M Rao, C Lim

(2006), Vol. 69, pp. 2456-2460, Neurocomputing, Amsterdam , Netherlands, C1-1

journal

The application of an ensemble of boosted elman networks to time series prediction : a benchmark study

C Lim, W Goh

(2006), Vol. 3, pp. 119-126, International journal of computational intelligence, Canakkale, Turkey, C1-1

journal

An adaptive fuzzy min-max conflict-resolving classifier

S Tan, M Rao, C Lim

(2006), Vol. 34, pp. 65-76, Advances in soft computing, Berlin, Germany, C1-1

journal

Boosting the performance of the fuzzy min-max neural network in pattern classification tasks

K Chen, C Lim, R Harrison

(2006), Vol. 34, pp. 373-387, Advances in soft computing, Berlin, Germany, C1-1

journal

Application of fuzzy inference techniques to FMEA

K Tay, C Lim

(2006), Vol. 34, pp. 161-171, Advances in soft computing, Berlin, Germany, C1-1

journal

Hybrid image segmentation using fuzzy clustering algorithms satellite imagery searching and retrieval

W Ooi, C Lim

(2006), Vol. 34, pp. 355-372, Advances in soft computing, Berlin, Germany, C1-1

journal
2005

A hybrid neural network system for pattern classification tasks with missing features

C Lim, J Leong, M Kuan

(2005), Vol. 27, pp. 648-653, IEEE Transactions on pattern analysis and machine intelligence, Piscataway, NJ, C1-1

journal

A hybrid SOM-kMER model for data visualization and classification

C Teh, C Lim

(2005), Vol. 2, pp. 189-203, International journal of hybrid intelligent systems, Amsterdam, The Netherlands, C1-1

journal

Application of a neural fuzzy system with rule extraction to fault detection and diagnosis

K Chen, C Lim, W Lai

(2005), Vol. 16, pp. 679-691, Journal of intelligent manufacturing, New York, United States, C1-1

journal

Application of fuzzy ARTMAP and fuzzy c-means clustering to pattern classification with incomplete data

C Lim, M Kuan, R Harrison

(2005), Vol. 14, pp. 104-113, Neural computing and applications, London, United Kindgom, C1-1

journal

Application of the Gaussian mixture model to drug dissolution profiles prediction

C Lim, S Quek, K Peh

(2005), Vol. 14, pp. 345-352, Neural computing and applications, London, United Kingdom, C1-1

journal
2004

A hybrid neural network model for noisy data regression

E Lee, C Lim, R Yuen, S Lo

(2004), Vol. 34, pp. 951-960, IEEE Transactions on systems, man, and cybernetics, Part B: Cybernetics, Piscataway, NJ, C1-1

journal

Application of the fuzzy ARTMAP neural network to classification of manufacturing technology projects

K Tan, C Lim, H Koay, K Platts

(2004), Vol. 3, pp. 636-641, WSEAS transactions on computers, Athens, Greece, C1-1

journal

Optimization of product mix planning in high-mix-low-volume industries using genetic algorithms

S Neoh, N Morad, C Lim, A Abdul-Aziz

(2004), Vol. 3, pp. 2541-2545, WSEAS transactions on computers, Athens, Greece, C1-1

journal

An adaptive conflict-resolving neural-fuzzy classifier

S Tan, M Venkata, C Rao, C Lim

(2004), Vol. 1, pp. 113-117, WSEAS transactions on computers, Athens, Greece, C1-1

journal

Application of an adaptive neural network with symbolic rule extraction to fault detection and diagnosis in a power generation plant

S Tan, C Lim

(2004), Vol. 19, pp. 369-377, IEEE transactions on energy conversion, Piscataway, N.J., C1-1

journal

Fusion of GRNN and FA for online noisy data regression

R Yuen, E Lee, C Lim, G Cheng

(2004), Vol. 19, pp. 227-241, Neural processing letters, Secaucus, United States, C1-1

journal

Fault detection and diagnosis using the fuzzy min-max neural network with rule extraction

K Chen, C Lim, W Lai

(2004), Vol. 3215, pp. 357-364, Lecture notes in computer science, Berlin, Germany, C1-1

journal
2003

On Operating Strategies of the Fuzzy Artmap Neural Network: A Comparative Study

M Kuan, C Lim, R Harrison

(2003), Vol. 3, pp. 23-43, International journal of computational intelligence and applications, London, United Kingdom, C1-1

journal

Online pattern classification with multiple neural network systems: an experimental study

C Lim, R Harrison

(2003), Vol. 33, pp. 235-247, IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews, Piscataway, N. J, C1-1

journal

Predicting drug dissolution profiles with an ensemble of boosted neural networks : A time series approach

W Goh, C Lim, K Peh

(2003), Vol. 14, pp. 459-463, IEEE transactions on neural networks, Piscataway, NJ, C1-1

journal

Prediction of drug release profiles using an intelligent learning system: an experimental study in transdermal iontophoresis

C Lim, S Quek, K Peh

(2003), Vol. 31, pp. 159-168, Journal of pharmaceutical and biomedical analysis, Amsterdam , Netherlands, C1-1

journal

Rule learning and extraction using a hybrid neural network : a case study on fault detection and diagnosis

S Tan, C Lim

(2003), Vol. 32, pp. 179-191, Advances in soft computing, Berlin, Germany, C1-1

journal
2002

Fault detection in a power generation plant using a supervised adaptive resonance theory neural network

S Tan, C Lim

(2002), Vol. 6, pp. 88-95, International journal of knowledge-based and intelligent engineering systems, Amsterdam, The Netherlands, C1-1

journal

Application of a recurrent neural network to prediction of drug dissolution profiles

W Goh, C Lim, K Peh, K Subari

(2002), Vol. 10, pp. 311-317, Neural Computing and Applications, London, United Kindgom, C1-1

journal

Machine vision application to grading of white pepper berries

M Ratnam, W Khor, C Lim

(2002), pp. 229-236, Mechatronics and machine vision 2002: current practice, Baldock, England, B1-1

chapter
2001

Prediction of Drug Dissolution Profiles Using Artificial Neural Networks

S Quek, C Lim, K Peh

(2001), Vol. 1, pp. 187-202, International journal of computational intelligence and applications, London, England, C1-1

journal

A recurrent neural network approach to the prediction of drug dissolution profiles

W Goh, C Lim, K Peh, K Subari

(2001), Vol. 5, pp. 69-75, International journal of knowledge-based and intelligent engineering systems, Amsterdam, The Netherlands, C1-1

journal

Three-dimensional object classification using shadow moire´ and neural network

M Ratnam, C Lim, A Khor

(2001), Vol. 40, pp. 2036-2040, Optical engineering, Bellingham, United States, C1-1

journal

Development of a speaker recognition system using wavelets and artificial neural networks

S Woo, C Lim, R Osman

(2001), pp. 413-416, ISIMP 2001 : Proceedings of the 2001 IEEE International Symposium on Intelligent Multimedia, Video and Speech Processing, Hong Kong, E1-1

conference

Adaptive resonance theory: a foundation for 'apprentice' systems in clinical decision support?

R Harrison, S Cross, R Kennedy, C Lim, J Downs

(2001), pp. 192-222, Clinical applications of artificial neural networks, Cambridge, England, B1-1

chapter
2000

Use of artificial neural networks to predict drug dissolution profiles and evaluation of network performance using similarity factor

K Peh, C Lim, S Quek, K Khoh

(2000), Vol. 17, pp. 1384-1388, Pharmaceutical research, New York, NY, C1-1

journal

Development of an intelligent system for the solder paste printing process

N Morad, H Yii, M Hitam, C Lim

(2000), TENCON 2000 : Proceedings : Intelligent systems and technologies for the new millennium, Kuala Lumpur, Malaysia, E1-1

conference

Text-dependent speaker recognition using the Fuzzy ARTMAP neural network

S Woo, C Lim, R Osman

(2000), TENCON 2000 : Proceedings : Intelligent systems and technologies for the new millennium, Kuala Lumpur, Malaysia, E1-1

conference

Condition monitoring and fault prediction via an adaptive neural network

S Tan, C Lim

(2000), TENCON 2000 : Proceedings : Intelligent systems and technologies for the new millennium, Kuala Lumpur, Malaysia, E1-1

conference

An experimental study of original and ordered fuzzy ARTMAP neural networks in pattern classification tasks

M Kuan, C Lim, N Morad, R Harrison

(2000), TENCON 2000 : Proceedings : Intelligent systems and technologies for the new millennium, Kuala Lumpur, Malaysia, E1-1

conference

Neural-network-based intelligent system for time-series prediction problems in product development

W Goh, C Lim, K Peh, K Subari

(2000), TENCON 2000 : Proceedings : Intelligent systems and technologies for the new millennium : Volume 1, Kuala Lumpur, Malaysia, E1-1

conference

ART-based autonomous learning systems : part I : architectures and algorithms

C Lim, R Harrison

(2000), pp. 133-166, Innovations in ART neural networks, Heidelberg, Germany, B1-1

chapter

ART-based autonomous learning systems : part II : applications

C Lim, R Harrison

(2000), pp. 167-188, Innovations in ART neural networks, Heidelberg, Germany, B1-1

chapter

Application of an adaptive hybrid neural network to medical diagnosis

C Lim, P Teoh, P Goay, R Harrison

(2000), pp. 329-336, The state of the art in computational intelligence : Proceedings of the European Symposium on Computational Intelligence held in Ko?ice, Slovak Republic, August 30-September 1, 2000, Heidelberg, Germany, B1-1

chapter

Reliability of artificial neural network predictions : a case study in drug release profile predictions

S Quek, C Lim, K Peh

(2000), pp. 337-343, The state of the art in computational intelligence : Proceedings of the European Symposium on Computational Intelligence held in Ko?ice, Slovak Republic, August 30-September 1, 2000; Part 5, Heidelberg, Germany, B1-1

chapter
1999

Evaluation of the fuzzy ARTMAP neural network using off-line and on-line learning strategies

C Lim, H Toh, T Lee

(1999), Vol. 9, pp. 327-339, Neural network world, Prague, Czech Republic, C1-1

journal

Combination of decisions from a multiple neural network classifier system

C Lim, P Goay, P Teoh, R Harrison

(1999), pp. 191-194, KES '99 : Proceedings of the 3rd International Conference on Knowledge-Based Intelligent Electronic Systems, Adelaide, S. Aust., E1-1

conference
1997

An incremental adaptive network for on-line supervised learning and probability estimation

C Lim, R Harrison

(1997), Vol. 10, pp. 925-939, Neural networks, Oxford, United Kingdom, C1-1

journal

Application of autonomous neural network systems to medical pattern classification tasks

C Lim, R Harrison, R Kennedy

(1997), Vol. 11, pp. 215-239, Artificial intelligence in medicine, Amsterdam, The Netherlands, C1-1

journal

Modified Fuzzy ARTMAP Approaches Bayes Optimal Classification Rates: An Empirical Demonstration

C Lim, R Harrison

(1997), Vol. 10, pp. 755-774, Neural networks, Oxford, United Kingdom, C1-1

journal
1996

Estimation of Bayesian a posteriori probabilities with an autonomously learning neural network

C Lim, R Harrison

(1996), pp. 199-204, IEE Conference Publication, Exeter, UK, E1-1

conference

Detection of brain conditions from evoked responses using artificial neural networks

B Jervis, T Roberts, A Lacey, R Woodcock, S Yu, R Harrison, C Lim, E Allen, S Oke

(1996), pp. 911-918, IEE Colloquium (Digest), Stevenage, England, C1-1

journal
1995

Probabilistic fuzzy artmap: An autonomous neural network architecture for Bayesian probability estimation

C Lim, R Harrison

(1995), pp. 148-153, IEE 1996 : Proceedings of the 4th International Conference on Artificial Neural Networks, Cambridge, UK, E1-1

conference

Funded Projects at Deakin

Other Public Sector Funding

Military Condition Based Maintenance Prognostics Algorithms

Prof Saeid Nahavandi, A/Prof Chee Peng Lim, Dr Vu Le, Dr Shady Mohamed, Mr Burhan Khan

  • 2016: $166,396

Critical Review and Forecast - Modelling and Simulation of Dynamic Military Environments Using Machine Learning with Autonomy, Trust and Uncertainty

Prof Saeid Nahavandi, A/Prof Chee Peng Lim, Dr Lei Wei, Dr Thanh Thi Nguyen, Dr Hailing Zhou

  • 2016: $131,159

Development of System Model Architecture

Prof Saeid Nahavandi, A/Prof Chee Peng Lim, Dr Michael Johnstone, Dr Michael Fielding, Dr Samer Hanoun

  • 2016: $49,902

Team State Monitoring and Performance Assessment Using Eye Tracking

Dr Asim Bhatti, Dr Samer Hanoun, A/Prof Chee Peng Lim, Prof Saeid Nahavandi

  • 2017: $49,804

Individual Tube Radiator Performance Modelling - INT269 - AMSI Internship Toki Babaei

A/Prof Chee Peng Lim, Ms Toktam Babaei Jonid Abad

  • 2017: $10,500

Industry and Other Funding

AMSI internship with Telstra for Sara Keretna

Prof Douglas Creighton, A/Prof Chee Peng Lim, Mrs Sara Keretna

  • 2016: $17,000

Individual Tube Radiator Performance Modelling - INT269 - AMSI Internship Toki Babaei

A/Prof Chee Peng Lim, Ms Toktam Babaei Jonid Abad

  • 2017: $13,000

Other Funding Sources

A haptic-based immersive motion platform for human performance evaluation

Prof Saeid Nahavandi, A/Prof Bijan Shirinzadeh, A/Prof Chee Peng Lim, Dr Abbas Khosravi, Dr Chao Chen, A/Prof Hieu Trinh

  • 2017: $20,000
  • 2015: $395,000

Supervisions

Associate Supervisor
2016

Sara Keretna

Thesis entitled: Named Entity Recognition in Unstructured Text

Doctor of Philosophy (Information Technology), Institute for Intelligent Systems Research and Innovation

2013

Mojdeh Nasir

Thesis entitled: Pedestrian Steering Behaviour Modelling within the Built Environment

Doctor of Philosophy (Engineering), Centre for Intelligent Systems Research.