Article

Teoh, Andrew Beng Jin and Ong, Thian Song and Lim, Kian Ming and Lee, Chin Poo (2024) Guest Editorial: Special issue on advances in representation learning for computer vision. CAAI Transactions on Intelligence Technology, 9 (1). pp. 1-3. ISSN 2468-2322

Soo, Pei earn and Neo, Han Foon and Ong, Thian Song (2024) Mixed-method Analysis of a Social Commerce Usability Framework. Journal of Logistics, Informatics and Service Science, 11 (1). ISSN 2409-2665

Permatasari, Jessica and Tee, Connie and Ong, Thian Song and Teoh, Andrew Beng Jin (2023) Adaptive 1-dimensional time invariant learning for inertial sensor-based gait authentication. Neural Computing and Applications, 35. pp. 2737-2753. ISSN 0941-0643

Permatasari, Jessica and Connie, Tee and Ong, Thian Song and Teoh, Andrew Beng Jin (2023) Correction to: Adaptive 1-dimensional time invariant learning for inertial sensor-based gait authentication. Neural Computing and Applications, 35 (16). p. 12233. ISSN 0941-0643

Poh, Li Zhe and Tee, Connie and Ong, Thian Song and Goh, Michael Kah Ong (2023) Deep Reinforcement Learning-Based Dynamic Pricing for Parking Solutions. Algorithms, 16 (1). p. 32. ISSN 1999-4893

Lim, Xin Roy and Lee, Chin Poo and Lim, Kian Ming and Ong, Thian Song (2023) Enhanced Traffic Sign Recognition with Ensemble Learning. Journal of Sensor and Actuator Networks, 12 (2). p. 33. ISSN 2224-2708

Teoh, Ean Zou and Yau, Wei Chuen and Ong, Thian Song and Connie, Tee (2023) Explainable housing price prediction with determinant analysis. International Journal of Housing Markets and Analysis, 16 (5). ISSN 1753-8270

Teng, Jackson Horlick and Ong, Thian Song and Sonai Muthu Anbananthen, Kalaiarasi and Tee, Connie (2023) Finger Vein Template Protection with Directional Bloom Filter. HighTech and Innovation Journal, 4 (2). pp. 412-433. ISSN 2723-9535

Chong, Lucas Wei Jie and Chong, Siew Chin and Ong, Thian Song (2023) Masked Face Recognition Using Histogram-Based Recurrent Neural Network. Journal of Imaging, 9 (2). p. 38. ISSN 2313-433X

Lim, Xin Roy and Lee, Chin Poo and Lim, Kian Ming and Ong, Thian Song and Alqahtani, Ali and Ali, Mohammed (2023) Recent Advances in Traffic Sign Recognition: Approaches and Datasets. Sensors, 23 (10). p. 4674. ISSN 1424-8220

Tay, Nian Chi and Tee, Connie and Ong, Thian Song and Teoh, Andrew Beng Jin and Teh, Pin Shen (2023) A Review of Abnormal Behavior Detection in Activities of Daily Living. IEEE Access, 11. pp. 5069-5088. ISSN 2169-3536

Tee, Connie and Aderinola, Timilehin B. and Ong, Thian Song and Goh, Michael Kah Ong and Erfianto, Bayu and Purnama, Bedy (2022) Pose-Based Gait Analysis for Diagnosis of Parkinson’s Disease. Algorithms, 15 (12). p. 474. ISSN 1999-4893

Sayeed, Md. Shohel and Pa, Pa Min and Ong, Thian Song (2022) Deep supervised hashing for gait retrieval. F1000Research, 10. p. 1038. ISSN 2046-1402

Chew, Wan Ting and Chong, Siew Chin and Ong, Thian Song and Chong, Lee Ying (2022) Facial Expression Recognition Via Enhanced Stress Convolution Neural Network for Stress Detection. IAENG International Journal of Computer Science, 49 (3). pp. 1-10. ISSN 1819-9224

Chong, Lucas Wei Jie and Chong, Siew Chin and Ong, Thian Song (2022) Masked face recognition with principal random forest convolutional neural network (PRFCNN). Journal of Intelligent & Fuzzy Systems, 43 (6). pp. 8371-8383. ISSN 1064-1246

Teng, Jackson Horlick and Ong, Thian Song and Tee, Connie and Sonai Muthu Anbananthen, Kalaiarasi and Pa, Pa Min (2022) Optimized Score Level Fusion for Multi-Instance Finger Vein Recognition. Algorithms, 15 (5). p. 161. ISSN 1999-4893

Ahmad, Zauwiyah and Ong, Thian Song and Gan, Yen Wen and Liew, Tze Hui and Norhashim, Mariati (2022) Predictors of Employees’ Mobile Security Practice: An Analysis of Personal and Work-Related Variables. Applied Sciences, 12 (9). p. 4198. ISSN 2076-3417

Chang, Quan Yan and Chong, Siew Chin and Ong, Thian Song (2022) An amalgamation of active appearance model and opponent color local binary pattern in age estimation. Journal of Engineering Science and Technology., 17 (6). pp. 4130-4143. ISSN 1823-4690

Wu, Shuli and Yau, Wei Chuen and Ong, Thian Song and Chong, Siew Chin (2021) Integrated Churn Prediction and Customer Segmentation Framework for Telco Business. IEEE Access, 9. pp. 62118-62136. ISSN 2169-3536

Aderinola, Timilehin B. and Tee, Connie and Ong, Thian Song and Yau, Wei Chuen and Teoh, Andrew Beng Jin (2021) Learning Age From Gait: A Survey. IEEE Access, 9. pp. 100352-100368. ISSN 2169-3536

Permatasari, Jessica and Tee, Connie and Ong, Thian Song (2020) Inertial sensor fusion for gait recognition with symmetric positive definite Gaussian kernels analysis. Multimedia Tools and Applications, 79. pp. 32665-32692. ISSN 1380-7501; eISSN: 1573-7721

Chong, Lee Ying and Ong, Thian Song and Teoh, Andrew Beng Jin (2019) Feature fusions for 2.5D face recognition in Random Maxout Extreme Learning Machine. Applied Computing and Informatics, 75. pp. 358-372. ISSN 1568-4946, 1872-9681

Ong, Thian Song and Liew, Tze Hui and Ahmad, Zauwiyah and Norhashim, Mariati (2019) Security monitoring and information security assurance behaviour among employees: An empirical analysis. Information and Computer Security, 27 (2). ISSN 2056-4961

Chong, Siew Chin and Ong, Thian Song and Teoh, Andrew Beng Jin (2018) Discriminative kernel-based metric learning for face verification. Journal of Visual Communication and Image Representation, 56. pp. 207-219. ISSN 1047-3203

Tee, Connie and Goh, Michael Kah Ong and Ong, Thian Song and Chuen, Benz Kek Yeo (2018) Partial Least Squares-Based Incremental PCA for Robust Human Detection and Tracking. Advanced Science Letters, 24 (2). 1052-1056(5). ISSN 1936-6612

Ong, Thian Song and William, Ardianto and Connie, Tee and Goh, Michael Kah Ong (2018) Robust hybrid descriptors for multi-instance finger vein recognition. Multimedia Tools and Applications, 77 (21). pp. 29163-29191. ISSN 1380-7501

Chong, Lee Ying and Ong, Thian Song and Teoh, Andrew Beng Jin (2018) Tensor manifold-based extreme learning machine for 2.5-D face recognition. Journal of Electronic Imaging, 27 (01). p. 1. ISSN 1017-9909

Chong, Siew Chin and Teoh, Andrew Beng Jin and Ong, Thian Song (2017) Unconstrained face verification with a dual-layer block-based metric learning. Multimedia Tools and Applications, 76 (2). pp. 1703-1719. ISSN 1380-7501; eISSN: 1573-7721

Ong, Thian Song and Kee, Yeh Yee and R., Chowdhury and Yap, Seong Shan and Tou, Teck Yong (2016) Effects of concentration profile on charge injection in continuously graded mixed-host organic light emitting diode. Thin Solid Films, 618 (A). pp. 60-65. ISSN 0040-6090

Sayeed, Md. Shohel and Nasir, Ilham and Ong, Thian Song (2016) An efficient multimodal biometric authentication integrating fingerprint and face features. American Journal of Applied Science, 13 (11). pp. 1221-1227. ISSN 1546-9239; eISSN: 1554-3641

Munalih, Ahmad Syarif and Ong, Thian Song and Teoh, Andrew Beng Jin and Tee, Connie (2016) Enhanced maximum curvature descriptors for finger vein verification. Multimedia Tools and Applications, 76 (5). pp. 6859-6887. ISSN 1380-7501

Chong, Lee Ying and Teoh, Andrew Beng Jin and Ong, Thian Song (2016) Range Image Derivatives for GRCM on 2.5D Face Recognition. Information Science and Applications (ICISA) 2016, 376. pp. 753-763. ISSN 1876-1100

Chong, Siew Chin and Teoh, Andrew Beng Jin and Ong, Thian Song (2016) Weighted Discriminant Analysis and Kernel Ridge Regression Metric Learning for Face Verification. International Conference on Neural Information Processing, 9948. pp. 401-410. ISSN 0302-9743

Chin, Yong Jian and Ong, Thian Song and Teoh, Andrew Beng Jin and Goh, Michael Kah Ong (2014) Integrated biometrics template protection technique based on fingerprint and palmprint feature-level fusion. Information Fusion, 18. pp. 161-174. ISSN 1566-2535

Khoh, Wee How and Ong, Thian Song and Pang, Ying Han and Teoh, Andrew Ben Jin (2014) Score level fusion approach in dynamic signature verification based on hybrid wavelet-Fourier transform. Security and Communication Networks, 7 (7). pp. 1067-1078. ISSN 1939-0122

Jin, Zhe and Jin Teoh, Andrew Beng and Ong, Thian Song and Tee, Connie (2012) Fingerprint template protection with minutiae-based bit-string for security and privacy preserving. Expert Systems with Applications, 39 (6). pp. 6157-6167. ISSN 09574174

Teh, Pin Shen and Teoh, Andrew Beng Jin and Tee, Connie and Ong, Thian Song (2011) A multiple layer fusion approach on keystroke dynamics. Pattern Analysis and Applications, 14 (1). pp. 23-36. ISSN 1433-7541

Teh, Pin Shen and Teoh, Andrew Beng Jin and Tee, Connie and Ong, Thian Song (2010) Keystroke dynamics in password authentication enhancement. Expert Systems with Applications, 37 (12). pp. 8618-8627. ISSN 0957-4174

Teo, Andrew Beng Jin and Tee, Connie and Ong, Thian Song and Teh, Pin Shen (2008) Performance enhancement on keystroke dynamics by using fusion rule. Bahria University Journal of Information & Communication Technology (BUJICT), 1 (11). pp. 25-31. ISSN 1999‐4974

Ong, Thian Song and Teoh, Andrew Beng Jin and Tee, Connie (2007) Personalized biometric key using fingerprint biometrics. Information Management & Computer Security, 15 (4). pp. 313-328. ISSN 0968-5227

Book Section

Permatasari, Jessica and Tee, Connie and Ong, Thian Song (2020) The MMUISD Gait Database and Performance Evaluation Compared to Public Inertial Sensor Gait Databases. In: Computational Science and Technology. Lecture Notes in Electrical Engineering (Computational Science and Technology), 603 . Springer Verlag, pp. 189-198. ISBN 9789811500572

Tay, Nian Chi and Tee, Connie and Ong, Thian Song and Goh, Kah Ong Michael and Teh, Pin Shen (2019) A Robust Abnormal Behavior Detection Method Using Convolutional Neural Network. In: Computational Science and Technology. Springer, Lecture Notes in Electrical Engineering, pp. 37-47. ISBN 978-981-13-2622-6

Ahmad, Zauwiyah and Norhashim, Mariati and Ong, Thian Song and Liew, Tze Hui (2016) A typology of employees' information security behaviour. In: 2016 4th International Conference on Information and Communication Technology (ICoICT). IEEE, pp. 1-4. ISBN 978-1-4673-9879-4

Ardianto, William and Ong, Thian Song and Lau, Siong Hoe and Goh, Michael Kah Ong (2016) Finger Vein verification using local histogram of hybrid texture descriptors. In: 2015 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). IEEE, pp. 304-308. ISBN 978-1-4799-8996-6

Kek, Benz Yeo Chuen and Tee, Connie and Ong, Thian Song and Goh, Michael Kah Ong (2016) A preliminary study of gait-based age estimation techniques. In: 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA). IEEE, pp. 800-806. ISBN 978-9-8814-7680-7

Ardianto, William and Ong, Thian Song and Tee, Connie and Goh, Michael Kah Ong (2015) Multi-instance finger vein recognition using local hybrid binary gradient contour. In: 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA). IEEE Xplore, pp. 1226-1231. ISBN 978-9-8814-7680-7

Chong, Lee Ying and Ong, Thian Song and Chong, Siew Chin (2014) 2.5D face recognition under tensor manifold metrics. In: Neural Information Processing. Lecture Notes in Computer Science . Springer International Publishing, pp. 653-660. ISBN 978-3-319-12643-2

Munalih, Ahmad Syarif and Ong, Thian Song and Tee, Connie (2014) Fingerprint recognition based on multi-resolution histogram of gradient descriptors. In: The 8th International Conference on Robotic, Vision, Signal Processing & Power Applications. Lecture Notes in Electrical Engineering, II (291). Springer Singapore, pp. 189-196. ISBN 978-981458541-5

Munalih, Ahmad Syarif and Ong, Thian Song and Tee, Connie (2014) Improved biohashing method based on most intensive histogram block location. In: Neural Information Processing. Lecture Notes in Computer Science . Springer International Publishing, pp. 644-652. ISBN 978-3-319-12643-2

Ong, Thian Song and Teoh, Andrew Beng Jin and Sonai Muthu Anbananthen, Kalaiarasi and Teng, Jackson Horlick (2013) Multi-instance finger vein recognition using minutiae matching. In: Image and Signal Processing (CISP), 2013 6th International Congress. IEEE, 1730 -1735. ISBN 978-1-4799-2763-0

Tee, Connie and Teoh, Andrew Beng Jin and Toussi, Hossein Lessan and Ong, Thian Song and Goh, Michael Kah Ong (2013) A challenging gait database for office surveillance. In: 2013 6th International Congress on Image and Signal Processing (CISP 2013). IEEE, pp. 1670-1675. ISBN 978-147992764-7

Jin, Zhe and Ong, Thian Song and Tee, Connie and Teoh, Andrew Beng Jin (2011) Generating revocable fingerprint template using polar grid based 3-tuple quantization technique. In: 2011 IEEE 54th International Midwest Symposium on Circuits and Systems (MWSCAS). IEEE Xplore, pp. 1-4. ISBN 978-1-61284-856-3

Jin, Zhe and Ong, Thian Song and Tee, Connie and Teoh, Andrew Beng Jin (2011) Generating revocable fingerprint template using polar grid based 3-tuple quantization technique. In: 2011 IEEE 54th International Midwest Symposium on Circuits and Systems (MWSCAS). IEEE Xplore, pp. 1-4. ISBN 978-1-61284-856-3

Chin, Yong Jian and Ong, Thian Song and Teoh, Andrew Beng Jin and Goh, Michael Kah Ong (2011) Multimodal biometrics based bit extraction method for template security. In: 2011 6th IEEE Conference on Industrial Electronics and Applications. IEEE Xplore, pp. 1971-1976. ISBN 978-1-4244-8754-7

Jin, Zhe and Teoh, Andrew Beng Jin and Tee, Connie and Ong, Thian Song (2010) Generating revocable fingerprint template using minutiae pair representation. In: 2010 2nd International Conference on Education Technology and Computer (ICETC). IEEE Xplore, V5-251. ISBN 978-1-4244-6367-1

Teoh, Andrew Beng Jin and Tee, Connie and Ong, Thian Song and Tan, Fei (2009) Image hashing enabled technique for biometric template protection. In: TENCON 2009 - 2009 IEEE Region 10 Conference. IEEE Xplore, pp. 1-5. ISBN 978-1-4244-4546-2

Chin, Yong Jian and Ong, Thian Song and Goh, Michael Kah Ong and Hiew, Bee Yan (2009) Integrating palmprint and fingerprint for identity verification. In: 2009 Third International Conference on Network and System Security. IEEE Xplore, pp. 437-442. ISBN 978-1-4244-5087-9

Jin, Zhe and Teoh, Andrew Beng Jin and Ong, Thian Song and Tee, Connie (2009) Secure minutiae-based fingerprint templates using random triangle hashing. In: Visual Informatics: Bridging Research and Practice. Lecture Notes in Computer Science (5857). Springer Berlin Heidelberg, pp. 521-531. ISBN 978-3-642-05035-0

Teoh, Andrew Beng Jin and Ong, Thian Song (2008) Secure biometric template protection via randomized dynamic quantization transformation. In: 2008 International Symposium on Biometrics and Security Technologies. IEEE Xplore, pp. 1-6. ISBN 978-1-4244-2427-6

Ong, Thian Song and Teoh, Andrew Beng Jin (2007) Fuzzy key extraction from fingerprint biometrics based on dynamic quantization mechanism. In: Third International Symposium on Information Assurance and Security. IEEE Xplore, pp. 71-76. ISBN 0-7695-2876-7

Conference or Workshop Item

Ashari, Nurul Nabihah and Ong, Thian Song and Tee, Connie (2023) Finger Vein Presentation Attack Detection using Block-wise Variance-based Image Quality Assessment. In: 2023 11th International Conference on Information and Communication Technology (ICoICT), 23-24 August 2023, Melaka, Malaysia.

Lim, Jing Yee and Lim, Kian Ming and Ong, Thian Song (2022) Churn Prediction with Machine Learning. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Hishamuddin, Siti Najihah and Sayeed, Md. Shohel and Ong, Thian Song (2022) Development of a Framework for Real-Time Forecasting Covid-19 Outbreak in Malaysia. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Ganesan, Thinesh and Ong, Thian Song and Tee, Connie (2022) Security And Privacy Risk Assessment on Mobile Payment Services. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Lee, Janie Wen Quien and Ong, Thian Song and Tee, Connie (2022) Anti- Spoofing Finger Vein System With Template Protection. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Ashari, Nurul Nabihah and Ong, Thian Song and Tee, Connie (2022) Design of Finger Vein Presentation Attack Detection Methods. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Soo, Pei earn and Neo, Han Foon and Ong, Thian Song (2022) Development Of Social Commerce with Agent Technology. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Pa, Pa Min and Ong, Thian Song and Sayeed, Shohel (2022) Explainable Machine Learning Approach for Data Analysis. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Chong, Lucas Wei Jie and Chong, Siew Chin and Ong, Thian Song (2022) Masked Face Recognition with Deep Analysis. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Chong, Lucas Wei Jie and Chong, Siew Chin and Ong, Thian Song (2022) Masked Face recognition Using Support Vector Machine and Convolutional Neural Network. In: 022 10th International Conference on Information and Communication Technology (ICoICT), 2-3 August 2022, Bandung, Indonesia.

Teng, Jackson Horlick and Ong, Thian Song and Sonai Muthu Anbananthen, Kalaiarasi (2022) Multi-Instance Finger Vein Template Protection. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Cai, Shuxian and Yau, Wei Chuen and Ong, Thian Song and Teng, Jackson Horlick (2022) Transforming Finger Vein Template in Multi-instance Scenario. In: 2022 10th International Conference on Information and Communication Technology (ICoICT), 2-3 August 2022, Bandung, Indonesia.

Poh, Li Zhe and Tee, Connie and Ong, Thian Song and Goh, Michael Kah Ong (2021) Dynamic Pricing for Parking System Using Reinforcement Learning. In: iCatse International Conference on Information Science and Applications, ICISA 2020, 16 -18 December 2020, Virtual Conference.

Ashari, Nurul Nabihah and Teng, Jackson Horlick and Ong, Thian Song and Sonai Muthu Anbananthen, Kalaiarasi (2021) Finger Vein Presentation Attack Detection Based on Texture Analysis. In: 7th International Conference on Computational Science and Technology, ICCST 2020, 29 - 30 August 2020, Pattaya, Thailand.

Lee, Janie W. Q. and Ong, Thian Song and Tee, Connie and Jackson, H. T. (2021) Finger Vein Presentation Attack Detection with Optimized LBP Variants. In: International Conference on Advances in Cyber Security (ACeS), 8-9 December 2020, Penang, Malaysia.

Ashari, Nurul Nabihah and Ong, Thian Song and Tee, Connie and Teng, Jackson Horlick and Leong, Yu Fan (2021) Multi-Scale Texture Analysis For Finger Vein Anti-Spoofing. In: 2021 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET), 13-15 Sept. 2021, Kota Kinabalu, Malaysia.

Chong, Siew Chin and Chong, Lee Ying and Ong, Thian Song (2020) Discriminative Spectral Regression Metric Learning in Unconstrained Face Verification. In: 2020 8th International Conference on Information and Communication Technology (ICoICT), 24-26 June 2020, Yogyakarta, Indonesia.

Ong, Thian Song and Thinesh, Ganesan and Cheah, Wooi Ping and Tee, Connie (2020) Assessment of Security Risk Impact on Mobile Payment Services. In: 2020 IEEE 2nd International Conference on Artificial Intelligence in Engineering and Technology (IICAIET), 26-27 Sept. 2020, Kota Kinabalu, Malaysia.

Pa, Pa Min and Sayeed, Shohel and Ong, Thian Song (2019) Gait Recognition Using Deep Convolutional Features. In: 2019 7th International Conference on Information and Communication Technology (ICoICT), 24-26 July 2019, Kuala Lumpur, Malaysia.

Palpunavam, Prisha and Neo, Han Foon and Ong, Thian Song and Teo, Chuan Chin (2018) Identity risk analysis in mobile commerce: A novel approach. In: 2018 IEEE Symposium on Computer Applications & Industrial Electronics (ISCAIE), 28-29 April 2018, Penang, Malaysia.

Ong, Thian Song and Khoh, Wee How and Teoh, Andrew Beng Jin (2009) Dynamic Handwritten Signature Verification Based on Statistical Quantization Mechanism. In: International Conference on Computer Engineering and Technology, 22-24 January 2009, Singapore, Singapore.

Teh, Pin Shen and Teoh, Andrew Beng Jin and Ong, Thian Song and Neo, Han Foon (2007) Statistical Fusion Approach on Keystroke Dynamics. In: 2007 Third International IEEE Conference on Signal-Image Technologies and Internet-Based System, 16-18 Dec. 2007, Shanghai, China.