Anh (Paul) Nguyen

      
           "Science is a wonderful thing if one does not have to earn one's living at it." - Albert Einstein
        
        Profile
Anh (Paul) Nguyen is reading for an MBA (Class of 2018) at the London Business School (UK). His main interests are digital strategy, data and analytics at scale. Currently, he's also been with Marketing Analytics team at Expedia (Hotels.com) in London. Prior to LBS, Paul was with the Credit Risk Modelling, Risk Portfolio Management of the OCBC Group in Singapore from 2012 to 2016. His core expertise included Risk Analytics and Modeling, including credit scorecards, Basel-II/III PD/LGD/EAD parameters and IFRS9 Expected Credit Loss models, for Consumer & SME financing in Singapore and Malaysia. Paul earned his PhD and BEng in Computer Engineering from NTU, Singapore in 2013 and 2008. He and his PhD advisers co-developed a novel brain-inspired memory model for topics in robotic navigation, hand-sign language interpretation and speech recognition. Paul first-authored research articles in top-tiered journals and conferences and has been invited for review for IEEE TNNLS, T-SMC, and Neurocomputing. A Vietnamese national, he is a fan of The Beatles and a lover of Murakami's novels and Yoga. He speaks Vietnamese (native), English and a bit of Spanish.
[LinkedIn]

Education
PhD (Computer Science), NTU, Singapore - 2013
Thesis Advisers: Prof. Janusz Starzyk and Prof. Goh Wooi Boon

BEng (Computer Engineering), NTU, Singapore - 2008

Publication
[Refereed Journals]:
[1] Vu Anh Nguyen, Janusz A. Starzyk, Wooi-Boon Goh and Daniel Jachyra "Neural Network Structure for Spatio-Temporal Long-Term Memory" - IEEE Transactions on Neural Networks and Learning Systems (TNNLS) , 23(6), June 2012, pp. 971-983 [pdf].       
[2] Vu-Anh Nguyen, Janusz A. Starzyk, Wooi-Boon Goh, "A spatio-temporal Long-term Memory approach for visual place recognition in mobile robotic navigation", Robotics and Autonomous Systems, 61 (12), Dec 2013, pp. 1744-1758 [pdf].

[Refereed Conference Abstracts/Papers]:
[1] Vu Anh Nguyen, Janusz A. Starzyk and Wooi-Boon Goh,"Sequence Recognition with Spatio-Temporal Long-Term Memory" - in Proceedings of International Joint Conference on Neural Networks, IEEE World Congress on Computational Intelligence, Brisbane, Australia, June 2012 [Pdf].
[2] Vu Anh Nguyen, Janusz A. Starzyk, Alex Tay Leng Phuan and Wooi-Boon Goh, "Spatio-Temporal Sequence Learning of Visual Place Cells in Robotic Navigation", In Proceedings of International Joint Conference on Neural Network, IEEE World Congress on Computational Intelligence, Barcelona, Spain, July 2010 (Travel Grant Award). [Pdf]
[3] Vu Anh Nguyen and Alex Tay Leng Phuan, “Combination of Hippocampal-like Place Cells With Visual Cues in Bio-mimetic Robotic Navigation”, in Proceedings of the 13th International Conference on Cognitive and Neural Systems, Boston, MA, May 2009 (Travel Fellowship Award). [Abs][Demo1][Demo2]
[4] Vu Anh Nguyen and Alex Tay Leng Phuan, “A Multi-Processed Salient Point Detection System for Autonomous Navigation”, in Proceedings of the 10th International Conference on Control, Automation, Robotics and Computer Vision, Hanoi, Vietnam, December 2008 [Pdf]

[Phd Thesis]
Vu Anh Nguyen, "Neural Network Structure for Spatio-temporal Long-Term Memory: Theory and Applications", PhD Thesis (defended on April 2013), Nanyang Technological University, Singapore, 2013. [Pdf]
Note: Implementation of LTM algorithm, for classifying TIMIT Speech Phonemes, is provided here.  The package was done in  Matlab (+ mex-C++ for loop acceleration). Please let me know if you intend to implement LTM in a different language! 

[Other Notes]
N. D. Anh and Vu Anh Nguyen, "Reflective mean square criterion for equivalence", Working Note, 2012 [Pdf]
*This paper was submitted in Jun12 and subsequently rejected by Journal of Applied Statistics (ID CJAS-2012-0351). Nevertheless, the paper was deliberately attached here to welcome open reviews for academic purpose. 



Last edited August 2016