Chai Quek

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 41

Top Venues

Publications

Nicole Hui Lin Kan, Qi Cao, Chai Quek
Learning and processing framework using Fuzzy Deep Neural Network for trading and portfolio rebalancing. Appl. Soft Comput. 152 (2024)
Ridhima Bector, Abhay Aradhya, Chai Quek, Zinovi Rabinovich
Adaptive Discounting of Training Time Attacks. AAMAS (2024)
Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek
Value-Based Subgoal Discovery and Path Planning for Reaching Long-Horizon Goals. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
James Chee Min Tan, Qi Cao, Chai Quek
FE-RNN: A fuzzy embedded recurrent neural network for improving interpretability of underlying neural network. Inf. Sci. 663 (2024)
Ridhima Bector, Abhay Aradhya, Chai Quek, Zinovi Rabinovich
Adaptive Discounting of Training Time Attacks. CoRR (2024)
Yizhang Wang, Di Wang, You Zhou, Xiaofeng Zhang, Chai Quek
VDPC: Variational density peak clustering algorithm. Inf. Sci. 621 (2023)
Ridhima Bector, Hang Xu, Abhay Aradhya, Chai Quek, Zinovi Rabinovich
Poisoning the Well: Can We Simultaneously Attack a Group of Learning Agents? IJCAI (2023)
Leon Lai Xiang Yeo, Qi Cao, Chai Quek
Dynamic portfolio rebalancing with lag-optimised trading indicators using SeroFAM and genetic algorithms. Expert Syst. Appl. 216 (2023)
Xie Chen, Deepu Rajan, Dilip K. Prasad, Chai Quek
An embedded deep fuzzy association model for learning and explanation. Appl. Soft Comput. 131 (2022)
Jeow Li Huan, Arif Ahmed Sekh, Chai Quek, Dilip K. Prasad
Emotionally charged text classification with deep learning and sentiment semantic. Neural Comput. Appl. 34 (3) (2022)
Qing Yang Eddy Lim, Qi Cao, Chai Quek
Dynamic portfolio rebalancing through reinforcement learning. Neural Comput. Appl. 34 (9) (2022)
Yue Hu, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek, Quanjun Yin
Who are the 'silent spreaders'?: contact tracing in spatio-temporal memory models. Neural Comput. Appl. 34 (17) (2022)
Yizhang Wang, Di Wang, You Zhou, Xiaofeng Zhang, Chai Quek
VDPC: Variational Density Peak Clustering Algorithm. CoRR (2022)
Wai-Cheong Lincoln Lew, Di Wang, Kai Keng Ang, Joo-Hwee Lim, Chai Quek, Ah-Hwee Tan
EEG-Video Emotion-Based Summarization: Learning With EEG Auxiliary Signals. IEEE Trans. Affect. Comput. 13 (4) (2022)
Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek
End-to-End Hierarchical Reinforcement Learning With Integrated Subgoal Discovery. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Soham Chattopadhyay, Laila Zary, Chai Quek, Dilip K. Prasad
Motivation detection using EEG signal analysis by residual-in-residual convolutional neural network. Expert Syst. Appl. 184 (2021)
Seow Wen Jun, Arif Ahmed Sekh, Chai Quek, Dilip K. Prasad
seMLP: Self-evolving Multi-layer Perceptron in Stock Trading Decision Making. SN Comput. Sci. 2 (2) (2021)
Feng Liu, Arif Ahmed Sekh, Chai Quek, Geok See Ng, Dilip K. Prasad
RS-HeRR: a rough set-based Hebbian rule reduction neuro-fuzzy system. Neural Comput. Appl. 33 (4) (2021)
Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek
Hierarchical Reinforcement Learning: A Comprehensive Survey. ACM Comput. Surv. 54 (5) (2021)
Xie Chen, Deepu Rajan, Chai Quek
An interpretable Neural Fuzzy Hammerstein-Wiener network for stock price prediction. Inf. Sci. 577 (2021)
Ruyi Foong, Ning Tang, Effie Chew, Karen Sui Geok Chua, Kai Keng Ang, Chai Quek, Cuntai Guan, Kok Soon Phua, Christopher Wee Keong Kuah, Deshmukh Arun Vishwanath, Lester Hon Lum Yam, Deshan Kumar Rajeswaran
Assessment of the Efficacy of EEG-Based MI-BCI With Visual Feedback and EEG Correlates of Mental Fatigue for Upper-Limb Stroke Rehabilitation. IEEE Trans. Biomed. Eng. 67 (3) (2020)
Mohammad Ashrafi, Dilip K. Prasad, Chai Quek
IT2-GSETSK: An evolving interval Type-II TSK fuzzy neural system for online modeling of noisy data. Neurocomputing 407 (2020)
Xie Chen, Deepu Rajan, Chai Quek
A Deep Hybrid Fuzzy Neural Hammerstein-Wiener Network for Stock Price Prediction. ICAIIC (2020)
Quah En Zhe, Arif Ahmed Sekh, Chai Quek, Dilip K. Prasad
Recurrent Self-evolving Takagi-Sugeno-Kan Fuzzy Neural Network (RST-FNN) Based Type-2 Diabetic Modeling. IFIP TC12 ICIS (2020)
Dilip K. Prasad, Huixu Dong, Deepu Rajan, Chai Quek
Are Object Detection Assessment Criteria Ready for Maritime Computer Vision? IEEE Trans. Intell. Transp. Syst. 21 (12) (2020)
Sheng Wei Pang, Chai Quek, Dilip K. Prasad
GEMM-eMFIS (FRI/E): A Novel General Episodic Memory Mechanism For Fuzzy Neural Networks. IJCNN (2020)
Dilip K. Prasad, Chandrashekar Krishna Prasath, Deepu Rajan, Lily Rachmawati, Eshan Rajabally, Chai Quek
Object Detection in a Maritime Environment: Performance Evaluation of Background Subtraction Methods. IEEE Trans. Intell. Transp. Syst. 20 (5) (2019)
Dilip K. Prasad, Shijie Liu, Shen-Hsing Annabel Chen, Chai Quek
Sentiment analysis using EEG activities for suicidology. Expert Syst. Appl. 103 (2018)
Tak Kwin Chang, Amin Talei, Chai Quek
Rainfall-runoff Modelling in a Semi-urbanized Catchment using Self-adaptive Fuzzy Inference Network. IJCCI (2018)
Dilip K. Prasad, Deepu Rajan, Chai Quek
Are object detection assessment criteria ready for maritime computer vision? CoRR (2018)
Di Wang, Xiaolin Qian, Chai Quek, Ah-Hwee Tan, Chunyan Miao, Xiaofeng Zhang, Geok See Ng, You Zhou
An interpretable neural fuzzy inference system for predictions of underpricing in initial public offerings. Neurocomputing 319 (2018)
Dilip K. Prasad, Chandrashekar Krishna Prasath, Deepu Rajan, Lily Rachmawati, Eshan Rajabally, Chai Quek
Maritime situational awareness using adaptive multi-sensor management under hazy conditions. CoRR (2017)
Dilip K. Prasad, Deepu Rajan, Lily Rachmawati, Eshan Rajabally, Chai Quek
Video Processing From Electro-Optical Sensors for Object Detection and Tracking in a Maritime Environment: A Survey. IEEE Trans. Intell. Transp. Syst. 18 (8) (2017)
Ruyi Foong, Kai Keng Ang, Chai Quek
Correlation of reaction time and EEG log bandpower from dry frontal electrodes in a passive fatigue driving simulation experiment. EMBC (2017)
Di Wang, Chai Quek, Ah-Hwee Tan, Chunyan Miao, Geok See Ng, You Zhou
Leveraging the trade-off between accuracy and interpretability in a hybrid intelligent system. SPAC (2017)
Dilip K. Prasad, Deepu Rajan, Chandrashekar Krishna Prasath, Lily Rachmawati, Eshan Rajabally, Chai Quek
MSCM-LiFe: Multi-scale cross modal linear feature for horizon detection in maritime images. CoRR (2017)
Di Wang, Chai Quek, Geok See Ng
Bank failure prediction using an accurate and interpretable neural fuzzy inference system. AI Commun. 29 (4) (2016)
Dilip K. Prasad, Deepu Rajan, Lily Rachmawati, Eshan Rajabally, Chai Quek
Video Processing from Electro-optical Sensors for Object Detection and Tracking in Maritime Environment: A Survey. CoRR (2016)
Ronald Tor Das, Kai Keng Ang, Chai Quek
ieRSPOP: A novel incremental rough set-based pseudo outer-product with ensemble learning. Appl. Soft Comput. 46 (2016)
Chengyuan Chen, Neil Mac Parthaláin, Ying Li, Chris J. Price, Chai Quek, Qiang Shen
Rough-fuzzy rule interpolation. Inf. Sci. 351 (2016)
Dilip K. Prasad, Chandrashekar Krishna Prasath, Deepu Rajan, Lily Rachmawati, Eshan Rajabally, Chai Quek
Challenges in video based object detection in maritime scenario using computer vision. CoRR (2016)
Ngoc Nam Nguyen, Weigui Jair Zhou, Chai Quek
GSETSK: a generic self-evolving TSK fuzzy neural network with a novel Hebbian-based rule reduction approach. Appl. Soft Comput. 35 (2015)
Javan Tan, Weigui Jair Zhou, Chai Quek
Trading model: Self reorganizing Fuzzy Associative Machine - forecasted MACD-Histogram (SeroFAM-fMACDH). IJCNN (2015)
Reza Khosrowabadi, Chai Quek, Kai Keng Ang, Abdul Wahab, Shen-Hsing Annabel Chen
Dynamic screening of autistic children in various mental states using pattern of connectivity between brain regions. Appl. Soft Comput. 32 (2015)
Ruyi Foong, Kai Keng Ang, Chai Quek, Cuntai Guan, Aung Aung Phyo Wai
An analysis on driver drowsiness based on reaction time and EEG band power. EMBC (2015)
Weigui Jair Zhou, Douglas Leslie Maskell, Chai Quek
FIE-FCMAC: A novel fuzzy cerebellum model articulation controller (FCMAC) using fuzzy interpolation and extrapolation technique. IJCNN (2015)
Di Wang, Chai Quek, Geok See Ng
Ovarian cancer diagnosis using a hybrid intelligent system with simple yet convincing rules. Appl. Soft Comput. 20 (2014)
Dilip K. Prasad, Maylor K. H. Leung, Chai Quek, Michael S. Brown
DEB: Definite Error Bounded Tangent Estimator for Digital Curves. IEEE Trans. Image Process. 23 (10) (2014)
Shangzhu Jin, Ren Diao, Chai Quek, Qiang Shen
Backward Fuzzy Rule Interpolation. IEEE Trans. Fuzzy Syst. 22 (6) (2014)
Reza Khosrowabadi, Chai Quek, Kai Keng Ang, Abdul Wahab
ERNN: A Biologically Inspired Feedforward Neural Network to Discriminate Emotion From EEG Signal. IEEE Trans. Neural Networks Learn. Syst. 25 (3) (2014)
Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek
Mutual information-based optimization of sparse spatio-spectral filters in brain-computer interface. Neural Comput. Appl. 25 (3-4) (2014)
Nitin Naik, Ren Diao, Chai Quek, Qiang Shen
Towards dynamic fuzzy rule interpolation. FUZZ-IEEE (2013)
Sau Wai Tung, Chai Quek, Cuntai Guan
eT2FIS: An Evolving Type-2 Neural Fuzzy Inference System. Inf. Sci. 220 (2013)
Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek
EEG Data Space Adaptation to Reduce Intersession Nonstationarity in Brain-Computer Interface. Neural Comput. 25 (8) (2013)
Dilip K. Prasad, Chai Quek
Comparison of error bounds for non-parametric dominant point detection. ICICS (2013)
Shangzhu Jin, Ren Diao, Chai Quek, Qiang Shen
Backward fuzzy rule interpolation with multiple missing values. FUZZ-IEEE (2013)
Dilip K. Prasad, Maylor K. H. Leung, Chai Quek
ElliFit: An unconstrained, non-iterative, least squares based geometric Ellipse Fitting method. Pattern Recognit. 46 (5) (2013)
Chengyuan Chen, Chai Quek, Qiang Shen
Scale and move transformation-based fuzzy rule interpolation with interval type-2 fuzzy sets. FUZZ-IEEE (2013)
Weigui Jair Zhou, Douglas Leslie Maskell, Chai Quek
Fuzzy interpolation and extrapolation using shift ratio and overall weight measurement based on areas of fuzzy sets. UKCI (2013)
Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek
Optimizing Spatial Filters by Minimizing Within-Class Dissimilarities in Electroencephalogram-Based Brain-Computer Interface. IEEE Trans. Neural Networks Learn. Syst. 24 (4) (2013)
Kai Keng Ang, Chai Quek
Supervised Pseudo Self-Evolving Cerebellar algorithm for generating fuzzy membership functions. Expert Syst. Appl. 39 (3) (2012)
Sau Wai Tung, Chai Quek, Cuntai Guan
Traffic modeling and identification using a Self-adaptive Fuzzy Inference Network. IJCNN (2012)
Dilip K. Prasad, Chai Quek, Maylor K. H. Leung
A Non-heuristic Dominant Point Detection Based on Suppression of Break Points. ICIAR (1) (2012)
Sau Wai Tung, Chai Quek, Cuntai Guan
SoHyFIS-Yager: A self-organizing Yager based Hybrid neural Fuzzy Inference System. Expert Syst. Appl. 39 (17) (2012)
Eng-Yeow Cheu, Kelvin Sim, See-Kiong Ng, Chai Quek
Fuzzy associative learning of feature dependency for time series forecasting. IJCNN (2012)
Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek
Omitting the intra-session calibration in EEG-based brain computer interface used for stroke rehabilitation. EMBC (2012)
Norhaslinda Kamaruddin, Abdul Wahab, Chai Quek
Cultural dependency analysis for understanding speech emotion. Expert Syst. Appl. 39 (5) (2012)
Eng-Yeow Cheu, Chai Quek, See-Kiong Ng
ARPOP: An Appetitive Reward-Based Pseudo-Outer-Product Neural Fuzzy Inference System Inspired From the Operant Conditioning of Feeding Behavior in Aplysia. IEEE Trans. Neural Networks Learn. Syst. 23 (2) (2012)
Dilip K. Prasad, Maylor K. H. Leung, Chai Quek, Siu-Yeung Cho
A novel framework for making dominant point detection methods non-parametric. Image Vis. Comput. 30 (11) (2012)
Geok See Ng, F. Liu, Tsee Foong Loh, Chai Quek
A novel brain-inspired neuro-fuzzy hybrid system for artificial ventilation modeling. Expert Syst. Appl. 39 (15) (2012)
Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek
Multi-frequency band common spatial pattern with sparse optimization in Brain-Computer Interface. ICASSP (2012)
Dilip K. Prasad, Chai Quek, Maylor K. H. Leung
A Precise Ellipse Fitting Method for Noisy Data. ICIAR (1) (2012)
Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek
Robust EEG channel selection across sessions in brain-computer interface involving stroke patients. IJCNN (2012)
Ngoc Nam Nguyen, Chai Quek, Eng-Yeow Cheu
Traffic prediction using a Generic Self-Evolving Takagi-Sugeno-Kang (GSETSK) fuzzy neural network. IJCNN (2012)
Biju Joseph Jacob, Eng-Yeow Cheu, Javan Tan, Chai Quek
Self-reorganizing TSK fuzzy inference system with BCM theory of meta-plasticity. IJCNN (2012)
Richard Jayadi Oentaryo, Michel Pasquier, Chai Quek
RFCMAC: A novel reduced localized neuro-fuzzy system approach to knowledge extraction. Expert Syst. Appl. 38 (10) (2011)
Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek
Optimizing the Channel Selection and Classification Accuracy in EEG-Based BCI. IEEE Trans. Biomed. Eng. 58 (6) (2011)
Sau Wai Tung, Chai Quek, Cuntai Guan
SaFIN: A Self-Adaptive Fuzzy Inference Network. IEEE Trans. Neural Networks 22 (12) (2011)
Eng-Yeow Cheu, Chai Quek, See-Kiong Ng
Evolving ensemble of fuzzy models. FUZZ-IEEE (2011)
Whye Loon Tung, Chai Quek
Financial volatility trading using a self-organising neural-fuzzy semantic network and option straddle-based approach. Expert Syst. Appl. 38 (5) (2011)
Reza Khosrowabadi, Chai Quek, Kai Keng Ang, Sau Wai Tung, Michel Heijnen
A Brain-Computer Interface for classifying EEG correlates of chronic mental stress. IJCNN (2011)
Zhiyong Tan, Chai Quek, Philip Y. K. Cheng
Stock trading with cycles: A financial application of ANFIS and reinforcement learning. Expert Syst. Appl. 38 (5) (2011)
Chai Quek, Zaiyi Guo, Douglas L. Maskell
A Novel Fuzzy Associative Memory Architecture for Stock Market Prediction and Trading. Int. J. Fuzzy Syst. Appl. 1 (1) (2011)
Sau Wai Tung, Chai Quek, Cuntai Guan
FAPOP: Feature analysis enhanced pseudo outer-product fuzzy rule identification system. FUZZ-IEEE (2011)
Amin Talei, Lloyd Hock Chye Chua, Chai Quek
A novel application of a neuro-fuzzy computational technique in event-based rainfall-runoff modeling. Expert Syst. Appl. 37 (12) (2010)
Chai Quek, W. Irawan, E. Y. K. Ng
A novel brain-inspired neural cognitive approach to SARS thermal image analysis. Expert Syst. Appl. 37 (4) (2010)
Sau Wai Tung, Chai Quek, Cuntai Guan
An Evolving Type-2 Neural Fuzzy Inference System. PRICAI (2010)
Weng Luen Ho, Whye Loon Tung, Chai Quek
Brain-Inspired Evolving Neuro-Fuzzy System for Financial Forecasting and Trading of the S&P500 Index. PRICAI (2010)
Eng-Yeow Cheu, Chai Quek, See-Kiong Ng
Time series forecasting with appetitive reward-based pseudo-outer-product fuzzy neural network. IJCNN (2010)
Weng Luen Ho, Whye Loon Tung, Chai Quek
An evolving Mamdani-Takagi-Sugeno based neural-fuzzy inference system with improved interpretability-accuracy. FUZZ-IEEE (2010)
Whye Loon Tung, Chai Quek
eFSM: a novel online neural-fuzzy semantic memory model. IEEE Trans. Neural Networks 21 (1) (2010)
Ronald Tor Das, Kai Keng Ang, Chai Quek
A synergy of econometrics and computational methods (GARCH-RNFS) for volatility forecasting. IEEE Congress on Evolutionary Computation (2010)
Ghee Ming Goh, Chai Quek, Douglas L. Maskell
EpiList II: Closing the Loop in the Development of Generic Cognitive Skills. IEEE Trans. Syst. Man Cybern. Part A 40 (4) (2010)
Javan Tan, Chai Quek
A BCM theory of meta-plasticity for online self-reorganizing fuzzy-associative learning. IEEE Trans. Neural Networks 21 (6) (2010)
Ngoc Nam Nguyen, Chai Quek
Stock price prediction using Generic Self-Evolving Takagi-Sugeno-Kang (GSETSK) fuzzy neural network. IJCNN (2010)
Javan Tan, Chai Quek
Online Self-reorganizing Neuro-fuzzy Reasoning in Interval-Forecasting for Financial Time-Series. PRICAI (2010)
Sintiani Dewi Teddy, Chai Quek, Edmund Ming-Kit Lai, Ali Cinar
PSECMAC intelligent insulin schedule for diabetic blood glucose management under nonmeal announcement. IEEE Trans. Neural Networks 21 (3) (2010)
Chai Quek, Ruowei Zhou, C. H. Lee
A novel fuzzy neural approach to data reconstruction and failure prediction. Intell. Syst. Account. Finance Manag. 16 (1-2) (2009)
Chai Quek, Michel Pasquier, Bernard Boon Seng Lim
A novel self-organizing fuzzy rule-based system for modelling traffic flow behaviour. Expert Syst. Appl. 36 (10) (2009)
Chai Quek, Kin Choong Yow, Philip Y. K. Cheng, C. C. Tan
Investment portfolio balancing: application of a generic self-organizing fuzzy neural network (GenSoFNN). Intell. Syst. Account. Finance Manag. 16 (1-2) (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Chai Quek