| A survey on data stream clustering and classification HL Nguyen, YK Woon, WK Ng Knowledge and information systems 45 (3), 535-569, 2015 | 214 | 2015 |
| Characterizing concept drift GI Webb, R Hyde, H Cao, HL Nguyen, F Petitjean Data Mining and Knowledge Discovery 30 (4), 964-994, 2016 | 196 | 2016 |
| An Overview of State-of-the-Art Partial Discharge Analysis Techniques for Condition Monitoring W Min, C Hong, C Jianneng, N Hai-Long, BG João, K Shonali IEEE Electrical Insulation Magazine 31 (6), 2015 | 141 | 2015 |
| Heterogeneous ensemble for feature drifts in data streams HL Nguyen, YK Woon, WK Ng, L Wan Pacific-Asia conference on knowledge discovery and data mining, 1-12, 2012 | 59 | 2012 |
| Towards security in sharing data on cloud-based social networks DH Tran, HL Nguyen, W Zha, WK Ng 2011 8th International Conference on Information, Communications & Signal …, 2011 | 55 | 2011 |
| Cardap: A scalable energy-efficient context aware distributed mobile data analytics platform for the fog PP Jayaraman, JB Gomes, HL Nguyen, ZS Abdallah, S Krishnaswamy, ... East European Conference on Advances in Databases and Information Systems …, 2014 | 52 | 2014 |
| Scalable energy-efficient distributed data analytics for crowdsensing applications in mobile environments PP Jayaraman, JB Gomes, HL Nguyen, ZS Abdallah, S Krishnaswamy, ... IEEE Transactions on Computational Social Systems 2 (3), 109-123, 2015 | 50 | 2015 |
| Modeling Perceived Stress via HRV and Accelerometer Sensor Streams W Min, C Hong, N Hai-Long, K Surmacz, C Hargrove IEEE Engineering in Medicine and Biology Society, 2015 | 27* | 2015 |
| Review of deep reinforcement learning for robot manipulation H Nguyen, H La 2019 Third IEEE International Conference on Robotic Computing (IRC), 590-595, 2019 | 23 | 2019 |
| Home and Work Place Prediction for Urban Planning Using Mobile Network Data M Dash, HL Nguyen, H Cao, GE Yap, MN Nguyen, XL Li, ... The Second International Workshop on Human Mobility Computing (HuMoComp 2014), 2014 | 23 | 2014 |
| Deep reinforcement learning using genetic algorithm for parameter optimization A Sehgal, H La, S Louis, H Nguyen 2019 Third IEEE International Conference on Robotic Computing (IRC), 596-601, 2019 | 18 | 2019 |
| Concurrent semi-supervised learning of data streams HL Nguyen, WK Ng, YK Woon, DH Tran International Conference on Data Warehousing and Knowledge Discovery, 445-459, 2011 | 11 | 2011 |
| Closed Motifs for Streaming Time Series Classification HL Nguyen, WK Ng, YK Woon Knowledge and Information Systems, 1-25, 2013 | 8 | 2013 |
| Concurrent Semi-Supervised Learning with Active Learning of Data Streams HL Nguyen, WK Ng, YK Woon Transactions on Large-Scale Data and Knowledge-Centered Systems 8 (Special …, 2013 | 6 | 2013 |
| Automatic extraction of x86 formal semantics from its natural language description HLY Nguyen Information Science, 2018 | 5 | 2018 |
| An efficient cacheable secure scalar product protocol for privacy-preserving data mining DH Tran, WK Ng, HW Lim, HL Nguyen International Conference on Data Warehousing and Knowledge Discovery, 354-366, 2011 | 4 | 2011 |
| Hindsight experience replay with experience ranking H Nguyen, HM La, M Deans 2019 Joint IEEE 9th International Conference on Development and Learning and …, 2019 | 3 | 2019 |
| Deep learning with experience ranking convolutional neural network for robot manipulator H Nguyen, HM La, M Deans arXiv preprint arXiv:1809.05819, 2018 | 3 | 2018 |
| An Interactive Analytics Tool for Understanding Location Semantics and Mobility of Users Using Mobile Network Data M Dash, GG Chua, HL Nguyen, GE Yap, C Hong, XL Li, S Krishnaswamy, ... IEEE MDM 2014 - 15th IEEE International Conference on Mobile Data Management, 2014 | 3 | 2014 |
| Active Learning for On-Line Partial Discharge Monitoring in Noisy Environments JB Gomes, HL Nguyen, M Wu, J Cao, S Krishnaswamy 2016 17th IEEE International Conference on Mobile Data Management (MDM) 2, 37-42, 2016 | 2 | 2016 |
Hong Cao (曹鸿)Head of Data Science, EY Advisory Pte Ltd, SingaporeGeverifieerd e-mailadres voor sg.ey.com
