Browsing by Author Ling, SH

Showing results 1 to 20 of 96  next >
Issue DateTitleAuthor(s)
1-Jul-2018A hybrid evolutionary preprocessing method for imbalanced datasetsWong, GY; Leung, FHF; Ling, SH
13-Sep-2017Channels selection using independent component analysis and scalp map projection for EEG-based driver fatigue classificationChai, R; Naik, GR; Ling, SH; Tran, Y; Craig, A; Nguyen, HT
13-Sep-2017Recognition physical activities with optimal number of wearable sensors using data mining algorithms and deep belief networkAl-Fatlawi, AH; Fatlawi, HK; Ling, SH
1-May-2017Driver Fatigue Classification with Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-Based SystemChai, R; Naik, GR; Nguyen, TN; Ling, SH; Tran, Y; Craig, A; Nguyen, HT
7-Mar-2017Improving EEG-based driver fatigue classification using sparse-deep belief networksChai, R; Ling, SH; San, PP; Naik, GR; Nguyen, TN; Tran, Y; Craig, A; Nguyen, HT
9-Feb-2017A hybrid Deep Boltzmann Functional Link Network for classification problemsSavitha, R; Chan, KY; San, PP; Ling, SH; Suresh, S
7-Jan-2017Hybrid brain-computer interface for biomedical cyber-physical system application using wireless embedded EEG systemsChai, R; Naik, GR; Ling, SH; Nguyen, HT
1-Jan-2017Hypoglycemia detection: multiple regression-based combinational neural logic approachLing, SH; San, PP; Lam, HK; Nguyen, HT
14-Nov-2016Efficient diagnosis system for Parkinson's disease using deep belief networkAl-Fatlawi, AH; Jabardi, MH; Ling, SH
14-Nov-2016Selecting optimal EEG channels for mental tasks classification: An approach using ICAChai, R; Naik, GR; Nguyen, TN; Ling, SH; Tran, Y; Nguyen, HT
13-Oct-2016Deep learning framework for detection of hypoglycemic episodes in children with type 1 diabetesSan, PP; Ling, SH; Nguyen, HT
13-Oct-2016EEG-based driver fatigue detection using hybrid deep generic modelSan, PP; Ling, SH; Chai, R; Tran, Y; Craig, A; Nguyen, H
13-Oct-2016Classification of EEG based-mental fatigue using principal component analysis and Bayesian neural networkChai, R; Tran, Y; Naik, GR; Nguyen, TN; Ling, SH; Craig, A; Nguyen, HT
1-Sep-2016Non-invasive hypoglycemia monitoring system using extreme learning machine for Type 1 diabetesLing, SH; San, PP; Nguyen, HT
26-Jul-2016Classification of epilepsy seizure phase using interval type-2 fuzzy support vector machinesEkong, U; Lam, HK; Xiao, B; Ouyang, G; Liu, H; Chan, KY; Ling, SH
1-Mar-2016A forward selection based fuzzy regression for new product development that correlates engineering characteristics with consumer preferencesChan, KY; Ling, SH
1-Jan-2016Quality and robustness improvement for real world industrial systems using a fuzzy particle swarm optimizationLing, SH; Chan, KY; Leung, FHF; Jiang, F; Nguyen, H
2016Efficient diagnosis system for Parkinson's disease using deep belief networkAl-Fatlawi, AH; Jabardi, MH; Ling, SH
4-Nov-2015Classification of driver fatigue in an electroencephalography-based countermeasure system with source separation moduleChai, R; Naik, GR; Tran, Y; Ling, SH; Craig, A; Nguyen, HT
4-Nov-2015Comparing features extractors in EEG-based cognitive fatigue detection of demanding computer tasksChai, R; Smith, MR; Nguyen, TN; Ling, SH; Coutts, AJ; Nguyen, HT