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2021

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• Wu, X., Cao, Y., Lu, H., Liu, S., Wang, D., Wu, Z., ... & Meng, H. (2021). Speech Emotion Recognition Using Sequential Capsule Networks. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 29, 3280-3291.[link]

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2020

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• Kuo YH, Chan NB, Leung JMY, Meng H, So AM, Tsoi KKF, Graham CA. An Integrated Approach of Machine Learning and Systems Thinking for Waiting Time Prediction in an Emergency Department. International Journal of Medical Informatics 2020 [link]

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2019​
 

• Jia Li, Yu Rong, Hong Cheng, Helen Meng, Wenbing Huang, Junzhou Huang, "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" WWW ’19, May 13–17, 2019, San Francisco, CA, USA, 2019
   

• Wai-Kim Leung, Xunying Liu and Helen Meng, "CNN-RNN-CTC Based End-to-end Mispronunciation Detection and Diagnosis" IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019
   

• Hang Su, Borislav Dzodzo, Xixin Wu, Xunying Liu, Helen Meng, "Unsupervised Methods for Audio Classification from Lecture Discussion Recordings" Interspeech 2019, Graz, Austria.

2018

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• Jia Li, Yu Rong, Helen M. Meng, Zhihui Lu, Timothy Kwok, Hong Cheng, "TATC: Predicting Alzheimer’s Disease with Actigraphy Data" KDD 2018, August 19-23, 2018, London, United Kingdom
   

• M. Lam, X. Liu, H. Meng and K. Tsoi Drawing-Based Automatic Dementia Screening Using Gaussian Process Markov Chains, Hawaii International Conference on System Sciences 2018, Honolulu, Hawaii, USA
   

• Sidharth Jaggi, Xishi Wang, Borislav Dzodzo, Yichao Jiang, Helen Meng. Systematic and quantifiable approach to teaching elite students. Eurasian Conference on Educational Innovation 2018, Macao, 26-29 January 2018.

 

2017

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• Kuo Y.H., Leung J.M.Y., Graham C.A., Tsoi K.K.F., and Meng H., “Using Simulation to Examine Operational Efficiency Enhancement in a Hospital Emergency Room through Adoption of a Fast Service Track." Accepted by the International Symposium on Scheduling, 2017.

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• Tsoi K.K.F., Chan F.C.H, Hirai H.W., Leung G.K.S., Kuo Y.H., Tai S., Meng H.M.L. Data Visualization on Global Trends on Cancer Incidence. An Application of IBM Watson Analytics. Proceedings of the 50th Hawaii International Conference on System Sciences 2017.
   

• Kelvin KF Tsoi, Max WY Lam, Felix CH Chan, Hoyee Hirai, Baker KK Bat, Samuel YS Wong, Helen ML Meng. Classification of Visit-to-Visit Blood Pressure Variability: A Machine Learning Approach for Data Clustering on Systolic Blood Pressure Intervention Trial (SPRINT). Proceedings of the 2017 International Conference on Digital Health Pages 58-598, London, United Kingdom — July 02 - 05, 2017
   

• Kelvin KF Tsoi, Janet YH Wong, Michael PF Wong, Gary KS Leung, Baker KK Bat, Felix CH Chan, Yong-Hong Kuo, Herman HM Lo, Helen ML Meng. Personal Wearable Devices to Measure Heart Rate Variability: A Framework of Cloud Platform for Public Health Research. Proceedings of the 2017 International Conference on Digital Health Pages 207-208, London, United Kingdom — July 02 - 05, 2017

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• King Keung Wu, Yeung Yam, Helen M. Meng, Mehran Mesbahi, "Parallel probabilistic swarm guidance by exploiting Kronecker product structures in discrete-time Markov chains​" American Control Conference (ACC), May 2017

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2016

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• Kelvin KF Tsoi, Benjamin Yip, Doreen WH Au, Yong-Hong Kuo, Samuel YS Wong, Jean Woo, Meng H.M.L. Blood Pressure Monitoring on the Cloud System in Elderly Community Centres. A Data Capturing Platform for Application Research in Public Health. 7th International Conference on Cloud Computing and Big Data, 2016.

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• Chow V.T.F., Sung K.W., Meng H., Wong K.H., Leung G.K.S., Kuo Y.H. and Tsoi K.K.F. “Utilizing Real-Time Travel Information, Mobile Applications and Wearable Devices for Smart Public Transportation” 7th International Conference on Cloud Computing and Big Data, 2016.
   

• Chan H.H., Wong K.L., Kuo Y.H., Leung J.M.Y., Tsoi K.K.F. and Meng H., “Real-Time Optimization for Disaster Response: A Mathematical Programming Approach." International Journal of Big Data. 2(2): 15–27, 2015.
   

• Wei Ying Yi, Kin Ming Lo, Terrence Mak, Kwong Sak Leung, Yee Leung and Mei Ling Meng, "A Survey of Wireless Sensor Network Based Air Pollution Monitoring Systems" Sensor Network

 

• King Keung Wu, Yeung Yam, Helen M. Meng, Mehran Mesbahi,"Kronecker product approximation with multiple factor matrices via the tensor product algorithm" IEEE International Conference on Systems, Man, and Cybernetics (SMC), October 2016

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• Ka Ho Wong, Wing Sum Yeung, Yu Ting Yeung and Helen Meng, "Exploring Articulatory Characteristics of Cantonese Dysarthric Speech Using Distinctive Features", in the Proceedings of the 41th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), Shanghai, China, 20 - 25 March, 2016.
   

• Qian, XJ, Meng, H, Soong, F. "A Two-Pass Framework of Mispronunciation Detection and Diagnosis for Computer-Aided Pronunciation Training " IEEE/ACM Transactions on Audio, Speech, and Language Processing, Volume:24 ,  Issue 6 pp. 1020 - 1028, February 2016

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2015

 

• Kelvin KF Tsoi, Nelson WY Leung, Gary KS Leung, Helen ML Meng. Optical Pattern Recognition for Geometric Images in Dementia Assessment Tools. 17th International Conference on E-health Networking Application & Services. IEEE Healthcom 15.

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• Pengfei Liu, Shafiq Joty, and Helen Meng. "Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings.", Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, Lisbon, Portugal, September, 2015
   

• Yong-Hong Kuo, Janny M.Y. Leung, Kelvin K.F. Tsoi, Helen M. Meng and Colin A. Graham, Embracing Big Data for Simulation Modelling of Emergency Department Processes and Activities, In Proceedings of IEEE BigData Congress 2015, June 27 – July 2, New York, United States.
   

• Yong-Hong Kuo, Janny M.Y. Leung, Helen M. Meng, Kelvin K.F. Tsoi, A Real-Time Decision Support Tool for Disaster Response: A Mathematical Programming Approach, In Proceedings of IEEE BigData Congress 2015, June 27 – July 2, New York, United States.

 

• Kelvin K.F. Tsoi, Yong-Hong Kuo, Helen M. Meng. A Data Capturing Platform in the Cloud for Behavioral Analysis Among Smokers - An Application Platform for Public Health Research, 2015 IEEE International Congress on Big Data 27 June-2 July 2015.

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• Benjamin Yip, Hoyee W. Hirai, Yong-Hong Kuo, Helen M Meng, Samuel Wong, Kelvin KF. Blood Pressure Management with Data Capturing in the Cloud among Hypertensive Patients - A Monitoring Platform for Hypertensive Patients, 17th International Conference on E-health Networking Application & Services. IEEE Healthcom 15.

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• Kin-Fai Ho, Hoyee W. Hirai, Yong-Hong Kuo, Helen M Meng, Kelvin KF Tsoi. Indoor Air Monitoring Platform and Personal Health Reporting System - Big Data Analytics for Public Health Research, 17th International Conference on E-health Networking Application & Services. IEEE Healthcom 15.

 

• Ka Ho Wong, Yu Ting Yeung, Edwin H. Y. Chan, Patrick C. M. Wong, Gina-Anne Levow and Helen Meng, "Development of a Cantonese Dysarthric Speech Corpus", in the Proceedings of the Interspeech, Dresden, Germany, 6 - 10 September, 2015.

 

• Yu Ting Yeung, Ka Ho Wong and Helen Meng, "Improving Automatic Forced Alignment for Dysarthric Speech Transcription", in the Proceedings of the INTERSPEECH, Dresden, Germany, 6 - 10 September, 2015.

 

• Ka Ho Wong, Yu Ting Yeung, Patrick C. M. Wong, Gina-Anne Levow and Helen Meng, "Analysis of Dysarthric Speech Using Distinctive Feature Recognition", in the Proceedings of 6th Workshop on Speech and Language Processing for Assistive Technologies (SLPAT), Dresden, Germany, September 11, 2015.

 

2014 

 

• Kelvin K.F. Tsoi, Martin C.S. Wong, Wilson W.S. Tam, Hoyee W. Hirai, X.Q. Lao, Harry H.X. Wang, Mandy W.M. Kwan, Clement S.K. Cheung, Ellen L.H. Tong, N.T. Cheung, Bryan P. Y, Helen M.L. Meng, Sian M. Griffiths. Cardiovascular mortality in hypertensive patients newly prescribed perindopril vs. lisinopril: A 5-year cohort study of 15,622 Chinese subjects. International Journal of Cardiology 2014;176(3)703-9.

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• "Computerworld HK Article (Oct 2014 issue)" on Big Data Analytics by Professor Helen Meng

 

• Pengfei Liu, Xiaojun Qian and Helen Meng, Seeing Stars from Reviews by a Semantic-based Approach with MapReduce Implementation, In Proceedings of 2014 ASE BigData Conference, Harvard University, December 14-16, United States.