Prof Chee Peng Lim

STAFF PROFILE

Position

Professor of 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

2022

Design and HIL Realization of an Online Adaptive Dynamic Programming Approach for Real-Time Economic Operations of Household Energy Systems

J Yuan, S Yu, G Zhang, C Lim, H Trinh, Y Zhang

(2022), Vol. 13, pp. 330-341, IEEE Transactions on Smart Grid, C1

journal article

Use of artificial intelligence to enable dark nudges by transnational food and beverage companies: Analysis of company documents

R Brooks, D Nguyen, A Bhatti, S Allender, M Johnstone, C Lim, K Backholer

(2022), Public Health Nutrition, C1

journal article
2021

Parametric Conditions for a Monotone TSK Fuzzy Inference System to be an n-Ary Aggregation Function

Y Kerk, C Teh, K Tay, C Lim

(2021), Vol. 29, pp. 1864-1873, IEEE Transactions on Fuzzy Systems, C1

journal article

Adaptive motion cueing algorithm based on fuzzy logic using online dexterity and direction monitoring

M Qazani, H Asadi, M Rostami, S Mohamed, C Lim, S Nahavandi

(2021), pp. 1-9, IEEE systems journal, Piscataway, N.J., C1

journal article

Global exponential stability of Clifford-valued neural networks with time-varying delays and impulsive effects

G Rajchakit, R Sriraman, N Boonsatit, P Hammachukiattikul, C Lim, P Agarwal

(2021), pp. 1-21, Advances in Difference Equations, Berlin, Germany, C1

journal article

Prediction of Motion Simulator Signals Using Time-Series Neural Networks

M Qazani, H Asadi, C Lim, S Mohamed, S Nahavandi

(2021), Vol. 57, pp. 3383-3392, IEEE Transactions on Aerospace and Electronic Systems, C1

journal article

Time series prediction of driving motion scenarios using fuzzy neural networks: Motion signal prediction using FNNs

M Chalak Qazani, H Asadi, M Al-Ashmori, S Mohamed, C Lim, S Nahavandi

(2021), pp. 1-6, ICM 2021 : IEEE International Conference on Mechatronics, Kashiwa, Japan, E1

conference

A Fast and Reliable Approach for Driving Style Customization in Autonomous Vehicles

Mohammadreza Chalak Qazani, Houshyar Asadi, Chee Lim, Shady Mohamed, Darius Nahavandi, Abbas Khosravi, Saeid Nahavandi, Navneet Bhasin

(2021), SMC 2021 : Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Melbourne, Vic., E1

conference

Whale Optimization Algorithm for Weight Tuning of a Model Predictive Control-Based Motion Cueing Algorithm

Mohammadreza Chalak Qazani, Houshyar Asadi, Adetokunbo Arogbonl, Ghazal Rahimzadeh, Shady Mohamed, Siamak Pedrammehr, Chee Lim, Saeid Nahavandi

(2021), pp. 1042-1048, SMC 2021 : Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, Melbourne, Vic., E1

conference

An MPC-based Motion Cueing Algorithm Using Washout Speed and Grey Wolf Optimizer

Mohammadreza Chalak Qazani, Houshyar Asadi, Shady Mohamed, Ahmad Abu Alqumsan, Ghazal Rahimzadeh, Chee Lim, Saeid Nahavandi

(2021), pp. 1627-1633, SMC 2021 : Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, Melbourne, Vic., E1

conference
2020

A multi-objective deep reinforcement learning framework

T Nguyen, N Nguyen, P Vamplew, S Nahavandi, R Dazeley, C Lim

(2020), Vol. 96, Engineering Applications of Artificial Intelligence, C1

journal article

Adaptive melanoma diagnosis using evolving clustering, ensemble and deep neural networks

T Tan, L Zhang, C Lim

(2020), Vol. 187, pp. 1-26, Knowledge-based systems, Amsterdam, The Netherlands, C1

journal article

A weight perturbation-based regularisation technique for convolutional neural networks and the application in medical imaging

Seyedamin Khatami, Asef Nazari, Abbas Khosravi, Chee Lim, Saeid Nahavandi

(2020), Vol. 149, pp. 1-8, Expert systems with applications, Amsterdam, The Netherlands, C1

journal article

Deep-Q learning-based heterogeneous earliest finish time scheduling algorithm for scientific workflows in cloud

A Kaur, P Singh, R Singh Batth, C Peng Lim

(2020), Vol. 52, pp. 689-709, Software - Practice and Experience, C1

journal article

Global mittag-leffler stability and stabilization analysis of fractional-order quaternion-valued memristive neural networks

G Rajchakit, P Chanthorn, P Kaewmesri, R Sriraman, Chee Lim

(2020), Vol. 8, pp. 1-29, Mathematics, Basel, Switzerland, C1

journal article

Intelligent optic disc segmentation using improved particle swarm optimization and evolving ensemble models

L Zhang, Chee Lim

(2020), Vol. 92, pp. 1-19, Applied soft computing journal, Amsterdam, The Netherlands, C1

journal article

Robust dissipativity analysis of Hopfield-type complex-valued neural networks with time-varying delays and linear fractional uncertainties

P Chanthorn, G Rajchakit, S Ramalingam, Chee Lim, R Ramachandran

(2020), Vol. 8, pp. 1-22, Mathematics, Basel, Switzerland, C1

journal article

Delay-dependent stability criteria of delayed positive systems with uncertain control inputs: Application in mosquito-borne morbidities control

J Dianavinnarasi, Y Cao, R Raja, G Rajchakit, C Lim

(2020), Vol. 382, pp. 1-13, Applied Mathematics and Computation, Amsterdam, The Netherlands, C1

journal article

Global stability analysis of fractional-order quaternion-valued bidirectional associative memory neural networks

U Humphries, G Rajchakit, P Kaewmesri, P Chanthorn, R Sriraman, R Samidurai, Chee Lim

(2020), Vol. 8, pp. 1-27, Mathematics, Basel, Switzerland, C1

journal article

Robust stability of complex-valued stochastic neural networks with time-varying delays and parameter uncertainties

P Chanthorn, G Rajchakit, J Thipcha, C Emharuethai, R Sriraman, Chee Lim, R Ramachandran

(2020), Vol. 8, pp. 1-19, Mathematics, Basel, Switzerland, C1

journal article

A delay-dividing approach to robust stability of uncertain stochastic complex-valued Hopfield delayed neural networks

P Chanthorn, G Rajchakit, U Humphries, P Kaewmesri, R Sriraman, C Lim

(2020), Vol. 12, pp. 1-19, Symmetry, Basel, Switzerland, C1

journal article

Stochastic memristive quaternion-valued neural networks with time delays: An analysis on mean square exponential input-to-state stability

U Humphries, G Rajchakit, P Kaewmesri, P Chanthorn, R Sriraman, R Samidurai, C Lim

(2020), Vol. 8, pp. 1-26, Mathematics, Basel, Switzerland, C1

journal article

Discrete-time stochastic quaternion-valued neural networks with time delays: an asymptotic stability analysis

R Sriraman, G Rajchakit, Chee Lim, P Chanthorn, R Samidurai

(2020), Vol. 12, pp. 1-26, Symmetry, Basel, Switzerland, C1

journal article

A new monotone fuzzy rule relabeling framework with application to failure mode and effect analysis methodology

L Pang, K Tay, Chee Lim, H Ishibuchi

(2020), Vol. 8, pp. 144908-144930, IEEE Access, Piscataway, N.J., C1

journal article

Evolving CNN-LSTM models for time series prediction using enhanced Grey Wolf Optimizer

H Xie, L Zhang, Chee Lim

(2020), Vol. 8, pp. 161519-161541, IEEE Access, Piscataway, N.J., C1

journal article

Solving Black-Scholes equations using fractional generalized homotopy analysis method

S Saratha, G Sai Sundara Krishnan, M Bagyalakshmi, C Lim

(2020), Vol. 39, Computational and Applied Mathematics, Heidelberg, Germany, C1

journal article

A refined fuzzy min-max neural network with new learning procedures for pattern classification

Osama Sayaydeh, Mohammed Mohammed, Essam Alhroob, Hai Tao, Chee Lim

(2020), Vol. 28, pp. 2480-2494, IEEE transactions on fuzzy systems, Piscataway, N.J., C1

journal article

Adaptive Washout Filter Based on Fuzzy Logic for a Motion Simulation Platform with Consideration of Joints' Limitations

M Chalak Qazani, H Asadi, T Bellmann, S Mohamed, C Lim, S Nahavandi

(2020), Vol. 69, pp. 12547-12558, IEEE Transactions on Vehicular Technology, Piscataway, N.J., C1

journal article

An extended analysis on robust dissipativity of uncertain stochastic generalized neural networks with markovian jumping parameters

U Humphries, G Rajchakit, R Sriraman, P Kaewmesri, P Chanthorn, C Lim, R Samidurai

(2020), Vol. 12, pp. 1-21, Symmetry, Basel, Switzerland, C1

journal article

A study on fractional differential equations using the fractional Fourier transform

P Hammachukiattikul, A Mohanapriya, A Ganesh, G Rajchakit, V Govindan, N Gunasekaran, C Lim

(2020), pp. 1-22, Advances in Difference Equations, Berlin, Germany, C1

journal article
2019

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

(2019), Vol. 30, pp. 879-890, Journal of intelligent manufacturing, Berlin, Germany, C1

journal article

A review of situation awareness assessment approaches in aviation environments

Thanh Nguyen, Chee Lim, Ngoc Nguyen, Lee Gordon-Brown, Saeid Nahavandi

(2019), Vol. 13, pp. 3590-3603, IEEE Systems Journal, Ithaca, N.Y., C1

journal article

Survey of fuzzy min max neural network for pattern classification variants and applications

O Sayaydeh, M Mohammed, C Lim

(2019), Vol. 27, pp. 635-645, IEEE transactions on fuzzy systems, Piscataway, N.J., C1

journal article

Global robust synchronization of fractional order complex valued neural networks with mixed time varying delays and impulses

P Anbalagan, R Ramachandran, J Cao, G Rajchakit, C Lim

(2019), Vol. 17, pp. 509-520, International journal of control, automation and systems, Berlin, Germany, C1

journal article

A hybrid model of fuzzy min-max and brain storm optimization for feature selection and data classification

F Pourpanah, C Lim, X Wang, C Tan, M Seera, Y Shi

(2019), Vol. 333, pp. 440-451, Neurocomputing, Amsterdam, The Netherlands, C1

journal article

A model-based bone milling state identification method via force sensing for a robotic surgical system

K Al-Abdullah, C Lim, Z Najdovski, W Yassin

(2019), Vol. 15, pp. 1-16, International journal of medical robotics and computer assisted surgery, Chichester, Eng., C1

journal article

From car sickness to autonomous car sickness: a review

J Iskander Istafanos, M Attia, K Saleh, D Nahavandi, A Abobakr, S Mohamed, H Asadi, A Khosravi, C Lim, M Hossny

(2019), Vol. 62, pp. 716-726, Transportation research part F: traffic psychology and behaviour, Amsterdam, The Netherlands, C1

journal article

Evolving ensemble models for image segmentation using enhanced particle swarm optimization

T Tan, L Zhang, C Lim, B Fielding, Y Yu, E Anderson

(2019), Vol. 7, pp. 34004-34019, IEEE access, Piscataway, N.J., C1

journal article

Increasing motion fidelity in driving simulators using a fuzzy-based washout filter

Houshyar Asadi, Chee Lim, S Mohamed, D Nahavandi, Saeid Nahavandi

(2019), Vol. 4, pp. 298-308, IEEE transactions on intelligent vehicles, Piscataway, N.J., C1

journal article

Feature selection based on brain storm optimization for data classification

F Pourpanah, Y Shi, C Lim, Q Hao, C Tan

(2019), Vol. 80, pp. 761-775, Applied soft computing journal, Amsterdam, The Netherlands, C1

journal article

Stability and pinning synchronization analysis of fractional order delayed Cohen-Grossberg neural networks with discontinuous activations

A Pratap, R Raja, J Cao, C Lim, O Bagdasar

(2019), Vol. 359, pp. 241-260, Applied mathematics and computation, Amsterdam, The Netherlands, C1

journal article

An improved fuzzy ARTMAP and Q-learning agent model for pattern classification

F Pourpanah, R Wang, C Lim, X Wang, M Seera, C Tan

(2019), Neurocomputing, Amsterdam, The Netherlands, C1

journal article

A reinforced fuzzy ARTMAP model for data classification

F Pourpanah, C Lim, Q Hao

(2019), Vol. 10, pp. 1643-1655, International journal of machine learning and cybernetics, Cham, Switzerland, C1

journal article

A critical review on selected fuzzy min-max neural networks and their significance and challenges in pattern classification

E Alhroob, M Mohammed, C Lim, H Tao

(2019), Vol. 7, pp. 56129-56146, IEEE access, Piscataway, N.J., C1-1

journal article

Complex deep learning and evolutionary computing models in computer vision

L Zhang, C Lim, J Han

(2019), Vol. 2019, pp. 1-2, Complexity, Cairo, Egypt, C1

journal article

Adaptive rough radial basis function neural network with prototype outlier removal

P Goh, S Tan, W Cheah, C Lim

(2019), Vol. 505, pp. 127-143, Information sciences, Amsterdam, The Netherlands, C1

journal article

Intelligent skin cancer diagnosis using improved particle swarm optimization and deep learning models

T Tan, L Zhang, C Lim

(2019), Vol. 84, pp. 1-19, Applied Soft Computing Journal, Amsterdam, The Netherlands, C1

journal article

Improving K-means clustering with enhanced Firefly Algorithms

H Xie, L Zhang, C Lim, Y Yu, C Liu, H Liu, J Walters

(2019), Vol. 84, pp. 1-22, Applied soft computing, Amsterdam, The Netherlands, C1

journal article

Magnetic resonance imaging noise filtering using adaptive polynomial-fit non-local means

C Toa, K Sim, Z Lim, C Lim

(2019), Vol. 27, pp. 527-540, Engineering Letters, Hong Kong, C1

journal article

Monotone interval fuzzy inference systems

Y Kerk, K Tay, C Lim

(2019), Vol. 27, pp. 2255-2264, IEEE transactions on fuzzy systems, Piscataway, N.J., C1

journal article

Discriminative clustering of high-dimensional data using generative modeling

M Abdi, C Lim, S Mohamed, S Nahavandi, E Abbasnejad, A Van Den Hengel

(2019), pp. 799-802, MWSCAS 2018 : Proceedings of the 2018 IEEE 61st International Midwest Symposium on Circuits and Systems, Windsor, Ont., E1

conference

An interactive evolutionary multi-objective approach to skin lesion segmentation

W Ooi, B Khoo, C Lim

(2019), pp. 641-647, ROVISP 2018 : 10th International Conference on Robotics, Vision, Signal Processing and Power Applications : Enabling Research and Innovation Towards Sustainability, Penang, Malaysia, E1

conference

Optimization of the milling parameters of a robotic-based bone milling system

K Al-Abdullah, C Lim, Z Najdovski, W Yassin

(2019), Vol. 2019-February, pp. 163-168, ICIT 2019 : Proceedings of the IEEE International Conference on Industrial Technology, Melbourne, Victoria, E1

conference

An improved scalarization-based dominance evolutionary algorithm for many-objective optimization

B Khan, S Hanoun, M Johnstone, C Lim, D Creighton, S Nahavandi

(2019), pp. 1-5, SysCon 2019 : Proceedings of the 13th Annual IEEE International Systems Conference, Orlando, Fla., E1

conference

A model predictive control-based motion cueing algorithm using an optimized nonlinear scaling for driving simulators

H Asadi, A Mohammadi, S Mohamed, M Qazani, C Lim, A Khosravi, S Nahavandi

(2019), pp. 1245-1250, IEEE SMC 2019 : Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, Bari, Italy, E1

conference

Evolving artificial neural networks using butterfly optimization algorithm for data classification

S Jalali, S Ahmadian, P Kebria, A Khosravi, C Lim, S Nahavandi

(2019), Vol. 11953, pp. 596-607, ICONIP 2019 : Proceedings of the 26th International Conference on Neural Information Processing 2019, Sydney, N.S.W., E1

conference
2018

Motor fault detection and diagnosis based on a meta-cognitive random vector functional link network

C Za'in, M Pratama, M Prasad, D Puthal, C Lim, M Seera

(2018), pp. 15-44, Fault diagnosis of hybrid dynamic and complex systems, Cham, Switzerland, B1

book chapter

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

(2018), Vol. 29, pp. 195-207, IEEE transactions on neural networks and learning systems, Piscataway, N.J., C1

journal article

Classifier ensemble reduction using a modified firefly algorithm: an empirical evaluation

L Zhang, W Srisukkham, S Neoh, C Lim, D Pandit

(2018), Vol. 93, pp. 395-422, Expert systems with applications, Amsterdam, The Netherlands, C1

journal article

Improving the Fuzzy Min-Max neural network performance with an ensemble of clustering trees

M Seera, K Randhawa, C Lim

(2018), Vol. 275, pp. 1744-1751, Neurocomputing, Amsterdam, The Netherlands, C1

journal article

Automatic design of hyper-heuristic based on reinforcement learning

S Choong, L Wong, C Lim

(2018), Vol. 436-437, pp. 89-107, Information sciences, Amsterdam, The Netherlands, C1

journal article

An ensemble of intelligent water drop algorithm for feature selection optimization problem

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

(2018), Vol. 65, pp. 531-541, Applied soft computing journal, Amsterdam, The Netherlands, C1

journal article

Credit card fraud detection using AdaBoost and majority voting

K Randhawa, C Loo, M Seera, C Lim, A Nandi

(2018), Vol. 6, pp. 14277-14284, IEEE access, Piscataway, N.J., C1

journal article

Force and temperature modelling of bone milling using artificial neural networks

K Al-Abdullah, H Abdi, C Lim, W Yassin

(2018), Vol. 116, pp. 25-37, Measurement: Journal of the International Measurement Confederation, C1

journal article

A hybrid FAM-CART model for online data classification

M Seera, C Lim, S Tan

(2018), Vol. 34, pp. 562-581, Computational intelligence, Chichester, Eng., C1

journal article

Observer-based H∞ fault-tolerant control for linear systems with sensor and actuator faults

T Lee, C Lim, S Nahavandi, R Roberts

(2018), Vol. 13, pp. 1981-1990, IEEE systems journal, Piscataway, N.J., C1

journal article

A fresh look at functional link neural network for motor imagery-based brain-computer interface

I Hettiarachchi, T Babaei, T Nguyen, C Lim, S Nahavandi

(2018), Vol. 305, pp. 28-35, Journal of neuroscience methods, Amsterdam, The Netherlands, C1-1

journal article

Classification of multi-class BCI data by common spatial pattern and fuzzy system

T Nguyen, I Hettiarachchi, A Khatami, L Gordon-Brown, C Lim, S Nahavandi

(2018), Vol. 6, pp. 27873-27884, IEEE Access, Piscataway, N.J., C1-1

journal article

A genetic algorithm-based nonlinear scaling method for optimal motion cueing algorithm in driving simulator

H Asadi, C Lim, A Mohammadi, S Mohamed, S Nahavandi, L Shanmugam

(2018), Vol. 232, pp. 1025-1038, Proceedings of the Institution of Mechanical Engineers. Part I: journal of systems and control engineering, London, Eng., C1

journal article

A scattering and repulsive swarm intelligence algorithm for solving global optimization problems

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

(2018), Vol. 156, pp. 12-42, Knowledge-based systems, Amsterdam, The Netherlands, C1

journal article

Intelligent skin cancer detection using enhanced particle swarm optimization

T Tan, L Zhang, S Neoh, C Lim

(2018), Vol. 158, pp. 118-135, Knowledge-Based Systems, Amsterdam, The Netherlands, C1

journal article

On modeling of data-driven monotone zero-order TSK fuzzy inference systems using a system identification framework

C Teh, Y Kerk, K Tay, C Lim

(2018), Vol. 26, pp. 3860-3874, IEEE transactions on fuzzy systems, Piscataway, N.J., C1

journal article

Network-based synchronization of T-S fuzzy chaotic systems with asynchronous samplings

T Lee, C Lim, S Nahavandi, J Park

(2018), Vol. 355, pp. 5736-5758, Journal of the Franklin Institute, Amsterdam, The Netherlands, C1

journal article

On the monotonicity property of the TSK fuzzy inference system: the necessity of the sufficient conditions and the monotonicity test

C Teh, K Tay, C Lim

(2018), Vol. 20, pp. 1915-1924, International journal of fuzzy systems, Cham, Switzerland, C1

journal article

An artificial bee colony algorithm with a Modified Choice Function for the traveling salesman problem

S Choong, L Wong, C Lim

(2018), Vol. 44, pp. 622-635, Swarm and evolutionary computation, Amsterdam, The Netherlands, C1

journal article

A scalarization-based dominance evolutionary algorithm for many-objective optimization

M Khan, Samer Hanoun, Michael Johnstone, Chee Lim, Douglas Creighton, Saeid Nahavandi

(2018), Vol. 474, pp. 236-252, Information sciences, Amsterdam, The Netherlands, C1

journal article

Case-control comparison brain lesion segmentation for early infarct detection

Fung Ting, Kok Sim, Chee Lim

(2018), Vol. 69, pp. 82-95, Computerized medical imaging and graphics, Amsterdam, The Netherlands, C1

journal article

A dynamic fuzzy-based dance mechanism for the bee colony optimization algorithm

S Choong, L Wong, C Lim

(2018), Vol. 34, pp. 999-1024, Computational intelligence, Chichester, Eng., C1

journal article

Robust vehicle detection in aerial images using bag-of-words and orientation aware scanning

H Zhou, L Wei, C Lim, D Creighton, S Nahavandi

(2018), Vol. 56, pp. 7074-7085, IEEE transactions on geoscience and remote sensing, Piscataway, N.J., C1

journal article

Application of a genetic-fuzzy FMEA to rainfed lowland rice production in Sarawak: environmental, health, and safety perspectives

A Sang, K Tay, C Lim, S Nahavandi

(2018), Vol. 6, pp. 74628-74647, IEEE access, Piscataway, N.J., C1

journal article

Multi-objective job shop scheduling using i-NSGA-III

B Khan, S Hanoun, M Johnstone, C Lim, D Creighton, S Nahavandi

(2018), pp. 1-5, SysCon 2018 : Proceedings of the 12th Annual IEEE International Systems Conference, Vancouver, Canada, E1

conference

Evaluation of the path tracking performance of autonomous vehicles using the universal motion simulator

N Mohajer, H Asadi, S Nahavandi, C Lim

(2018), pp. 2115-2121, SMC 2018 : Proceedings of the 2018 IEEE International Conference on Systems, Man, and Cybernetics, Miyazaki, Japan, E1

conference

3D hand pose estimation using simulation and partial-supervision with a shared latent space

M Abdi, E Abbasnejad, C Lim, S Nahavandi

(2018), pp. 1-16, BMVC 2018 : Proceedings of the 29th British Machine Vision Conference, Newcastle, England, E1

conference
2017

A modified functional link neural network for data classification

Toktam Babaei, Chee Lim, Hamid Abdi, Saeid Nahavandi

(2017), pp. 229-244, Emerging trends in neuro engineering and neural computation, Singapore, B1

book chapter

Noise reduction in ECG signals using wavelet transform and dynamic thresholding

Diptangshu Pandit, Li Zhang, Chengyu Liu, Nauman Aslam, Samiran Chattopadhyay, Chee Lim

(2017), pp. 193-206, Emerging trends in neuro engineering and neural computation, Berlin, Germany, B1

book chapter

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

P Goh, S Tan, W Cheah, C Lim

(2017), Vol. 28, pp. 365-378, Neural computing and applications, Berlin, Germany, C1

journal article

Dynamical analysis of the Hindmarsh-Rose neuron with time delays

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

(2017), Vol. 28, pp. 1953-1958, IEEE transactions on neural networks and learning systems, Piscataway, N.J., C1

journal article

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 article

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

Y Kerk, K Tay, C Lim

(2017), Vol. 11, pp. 1589-1600, IEEE systems journal, Piscataway, N.J., C1

journal article

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 article

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 article

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 article

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 article

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 article

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

W Chang, K Tay, C Lim

(2017), Vol. 46, pp. 379-409, Neural processing letters, Berlin, Germany, C1

journal article

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 article

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 article

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 article

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 article

Semicircular canal modeling in human perception

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

(2017), Vol. 28, pp. 537-549, Reviews in the neurosciences, Berlin, Germany, C1

journal article

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 article

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, C1-1

journal article

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, C1

journal article

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 article

Analytical method using virtual PM blocks to represent magnet segmentations in surface-mounted PM synchronous machines

T Tiang, D Ishak, C Lim, M Rezal

(2017), Vol. 76, pp. 23-36, PIER B: progress in electromagnetics research B, Cambridge, Mass., C1

journal article

Data driven modelling based on Recurrent Interval-Valued Metacognitive Scaffolding Fuzzy Neural Network

M Pratama, E Lughofer, M Er, S Anavatti, C Lim

(2017), Vol. 262, pp. 4-27, Neurocomputing, Amsterdam, The Netherlands, C1

journal article

Fourier decomposition of segmented magnets with radial magnetization in surface-mounted PM machines

T Tiang, D Ishak, C Lim

(2017), Vol. 68, pp. 470-475, Journal of electrical engineering, Warsaw, Poland, C1

journal article

Emerging trends in neuro engineering and neural computation

Bhatti, C Lim, K Lee, H Garmestani

(2017), Singapore, A7

edited book

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

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

A new decomposition-based evolutionary framework for many-objective optimization

M Khan, S Hanoun, M johnstone, C lim, D creighton, S nahavandi

(2017), SysCon 2017 : 11th Annual IEEE International Systems Conference, Montreal, Canada, E1

conference

Fuzzy ARTMAP with binary relevance for multi-label classification

L Yuan, S Tan, P Goh, C Lim, J Watada

(2017), Vol. 73, pp. 127-135, KES-IDT 2017 : Smart innovation, systems and technologies : Proceedings of the 9th International KES Conference On Intelligent Decision Technologies 2017, Algarve, Portugal, E1

conference

A swarm optimization-based Kmedoids clustering technique for extracting melanoma cancer features

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

(2017), Vol. 10637, pp. 307-316, ICONIP 2017: Proceedings of the 24th International Conference on Neural Information Processing, Guangzhou, China, E1

conference
2016

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

S Tan, C Lim, J Watada

(2016), Vol. 42, pp. 49-60, Smart Innovation, Systems and Technologies, B1

book chapter

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

M Seera, C Lim, C Loo

(2016), Vol. 27, pp. 1273-1285, Journal of intelligent manufacturing, New York, N.Y., C1

journal article

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 article

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

R Rakkiyappan, S Lakshmanan, R Sivasamy, C Lim

(2016), Vol. 40, pp. 5026-5043, Applied Mathematical Modelling, C1

journal article

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 article

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 article

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 article

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 article

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 article

Classification of Implantable Rotary Blood Pump States with Class Noise

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

(2016), Vol. 20, pp. 829-837, IEEE Journal of Biomedical and Health Informatics, C1

journal article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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

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

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

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
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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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, Scientific Reports, C1

journal article

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 article

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

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 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

(2015), pp. 1278-1283, 2015 18TH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS), Pattaya, THAILAND, E1-1

conference
2014

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

book chapter

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, Amsterdam, The Netherlands, B1

book chapter

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

book chapter

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

book 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

book chapter

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

book chapter

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

book 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

book 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

book chapter

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 article

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 article

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 article

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 article

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 article

Transfer learning using the online Fuzzy Min-Max neural network

M Seera, C Lim

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

journal article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 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

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 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
2013

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

book 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

book chapter

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 article

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 article

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 article

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 article

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

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

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

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 article

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 article

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

Bestoun Ahmed, Kamal Zamli, Chee Lim

(2012), Vol. 8, pp. 431-451, International journal of innovative computing, information and control, Kumamoto, Japan, C1-1

journal article

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 article

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 article

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 article

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

A new fuzzy failure mode and effect analysis methodology with a monotonicity-preserving similarity reasoning scheme

K Tay, T Jee, C Lim

(2012), Vol. 3, pp. 2338-2347, PSAM11 ESREL 2012 : Proceedings of the 11th International Probabilistic Safety Assessment and Management Conference and the Annual European Safety and Reliability Conference 2012, Helsinki, Finland, E1-1

conference
2011

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

book chapter

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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

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

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

book 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

book chapter

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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
2009

Innovations in swarm intelligence

C Lim, L Jain, S Dehuri

(2009), Berlin, Germany, A1-1

book

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

book chapter

Advances in swarm intelligence

C Lim, L Jain

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

book chapter

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

book 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 article

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 article

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 article

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 article

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 article

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 article

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 article

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

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
2008

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

book chapter

A hybrid ART-GRNN online learning neural network with a ε-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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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

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
2007

Intelligent machines : an introduction

L Jain, A Quteishat, C Lim

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

book 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

book chapter

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

book chapter

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 article

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 article

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 article

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 article

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 article

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 article

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

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

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
2006

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

book chapter

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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 article

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
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 article

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 article

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 article

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 article

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 article
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 article

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 article

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 article

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 article

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 article

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 article
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 article

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 article

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 article

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 article

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 article
2002

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

book chapter

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 article

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 article
2001

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

book chapter

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 article

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 article

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 article

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
2000

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

book 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

book 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 Košice, Slovak Republic, August 30-September 1, 2000, Heidelberg, Germany, B1-1

book 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 Košice, Slovak Republic, August 30-September 1, 2000; Part 5, Heidelberg, Germany, B1-1

book chapter

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 article

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
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 article

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 article

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 article

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 article
1996

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 article

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
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

Australian Competitive Grants

Quantification, optimisation, and application of deep uncertainty

Prof Saeid Nahavandi, A/Prof Abbas Khosravi, Prof Chee Peng Lim, A/Prof Dipti Srinivasan

ARC - Discovery Projects

  • 2021: $161,212
  • 2020: $154,306
  • 2019: $139,369

Learning deep resilient behaviour for uncertainty-aware autonomy

Prof Saeid Nahavandi, A/Prof Abbas Khosravi, Prof Chee Peng Lim, Prof Hieu Trinh

ARC - Discovery Projects

  • 2022: $69,933
  • 2021: $150,266

Improving cycling safety at intersections using real-time personalised safety alerts

A/Prof Ashim Debnath, Mr Alexey Medvedev, Prof Chee Peng Lim, Prof Arkady Zaslavsky, Dr Ali Hassani, Prof Douglas Creighton

Road Safety Innovation Fund

  • 2022: $50,000
  • 2021: $139,733

Other Public Sector Funding

Military Condition Based Maintenance Prognostics Algorithms

Prof Saeid Nahavandi, Prof Chee Peng Lim, Dr Vu Le, A/Prof Shady Mohamed, Dr 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, 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, Prof Chee Peng Lim, A/Prof Michael Johnstone, Dr Michael Fielding, A/Prof Samer Hanoun

  • 2016: $49,902

Team State Monitoring and Performance Assessment Using Eye Tracking

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

  • 2018: $29,882
  • 2017: $69,726

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

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, Prof Chee Peng Lim, Mrs Sara Keretna

  • 2016: $17,000

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

Prof Chee Peng Lim, Ms Toktam Babaei Jonid Abad

  • 2017: $13,000

Project Twenty Twenty Discovery and Scoping Stage

Prof Douglas Creighton, Prof Chee Peng Lim, A/Prof Asim Bhatti

  • 2018: $192,545
  • 2017: $171,500

Developing novel methods to monitor the digital marketing of products that increase the risk of cancer to children: An intelligent systems approach

A/Prof Kathryn Backholer, A/Prof Asim Bhatti, Prof Chee Peng Lim, Prof Anna Peeters, Prof Colin Bell, Dr Becky Freeman, A/Prof Michael Johnstone, Dr Christina Zorbas, Jane Martin

  • 2022: $95,849
  • 2021: $191,699
  • 2020: $95,849

Promoting Rural STEM Education With Remote Robotics and Haptics

Dr Van Thanh Huynh, A/Prof Julianne Lynch, Prof Chee Peng Lim

  • 2022: $49,980

Other Funding Sources

A haptic-based immersive motion platform for human performance evaluation

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

  • 2015: $395,000

A high-payload, high-fidelity haptically-enabled motion simulation facility

Prof Saeid Nahavandi, A/Prof Bijan Shirinzadeh, Prof Peng Shi, A/Prof Jingxin Zhang, Prof Chee Peng Lim, Prof Hieu Trinh, Dr Chao Chen, Dr Mehran Motamed Ektesabi, Rifai Chai, A/Prof Abbas Khosravi, A/Prof Houshyar Asadi

  • 2020: $610,000

R3.1.4 Intelligent data fusion and analytics framework for decision support in predictive maintenace services.

Prof Douglas Creighton, Prof Chee Peng Lim, Dr Vu Le, Dr James Zhang, A/Prof Michael Johnstone, Dr Thanh Thi Nguyen

  • 2020: $558,480
  • 2019: $595,318

A Decentralised Cognitive System for Radar Signal Recognition.

Mr Syed Salaken, Prof Saeid Nahavandi, A/Prof Abbas Khosravi, Prof Chee Peng Lim

  • 2021: $94,416

Light Insight Trial (LiT)

A/Prof Ashim Debnath, Prof Chee Peng Lim, Mr Alexey Medvedev, Prof Douglas Creighton, Prof Arkady Zaslavsky, A/Prof Michael Johnstone, A/Prof Zoran Najdovski, Dr Jan Garrard

  • 2021: $153,250

Supervisions

Principal Supervisor
2022

Marwa Ahmed

Thesis entitled: Deep reinforcement learning-based models for developing autonomous driving systems

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

2021

Jacky Chen

Thesis entitled: An Intelligent Trust-based Ensemble Model for Imbalanced Data in Predictive Maintenance

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

2020

Yi Wen Kerk

Thesis entitled: Monotone Takagi-Sugeno-Kang Fuzzy Inference Systems: Principles and Applications

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

Kais Ibrahim Abdul-lateef Al-Abdullah

Thesis entitled: Modelling and Optimization of Robotic Bone Drilling and Milling Processes

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

2018

Saba Tareq Salim Al-Wais

Thesis entitled: Robust delay-dependent control for the stability and synchronization problems of tele-operation systems

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

Associate Supervisor
2021

Seyed Mohammad Jafar Jalali

Thesis entitled: Designing Deep Neural Networks through Neuroevolution

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

2019

Masoud Abdi

Thesis entitled: New Deep Learning Approaches to Domain Adaptation and Their Applications in 3D Hand Pose Estimation

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

2018

Muhammad Burhan Khan

Thesis entitled: Evolutionary Many-objective Optimisation based on Scalarisation

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

Ibrahim Hossain

Thesis entitled: Informative Transfer by Active Learning for Calibration Time Reduction of Brain Computer Interface

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

Toktam Babaei Jonid Abad

Thesis entitled: Individual and Ensemble Functional Link Neural Networks for Data Classification

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

2017

Seyedamin Khatami

Thesis entitled: Deep Neural Network Generalisation in Medical Application

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

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.