Wee Siong Ng

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 20

Top Topics

Public Transport

Practical Experience

Relational Model

Locally Adaptive

Top Venues

Publications

Adam Goodge, Bryan Hooi, Wee Siong Ng
When Text and Images Don't Mix: Bias-Correcting Language-Image Similarity Scores for Anomaly Detection. CoRR (2024)
Yu Wang, Xiaoye Wang, Zaiwang Gu, Weide Liu, Wee Siong Ng, Weimin Huang, Jun Cheng
SuperJunction: Learning-Based Junction Detection for Retinal Image Registration. AAAI (2024)
Jialin Gao, Bill Ong, Darld Lwi, Zhen Hao Ng, Xun Wei Yee, Mun-Thye Mak, Wee Siong Ng, See-Kiong Ng, Hui Ying Teo, Victor Khoo, Georg Bökman, Johan Edstedt, Kirill Brodt, Clémentin Boittiaux, Maxime Ferrera, Stepan Konev
From 2D to 3D: AISG-SLA Visual Localization Challenge. CoRR (2024)
Bing Zhao, Haodong Sun, Wee Siong Ng, Roy Ka-Wei Lee, Yanyan Chen
LRS4DP: Location Recommendation System for Destination Prediction. MDM (2023)
Adam Goodge, Bryan Hooi, See-Kiong Ng, Wee Siong Ng
ARES: Locally Adaptive Reconstruction-Based Anomaly Scoring. ECML/PKDD (1) (2022)
Adam Goodge, Bryan Hooi, See-Kiong Ng, Wee Siong Ng
ARES: Locally Adaptive Reconstruction-based Anomaly Scoring. CoRR (2022)
Adam Goodge, Bryan Hooi, See-Kiong Ng, Wee Siong Ng
LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks. AAAI (2022)
Adam Goodge, Bryan Hooi, See-Kiong Ng, Wee Siong Ng
LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks. CoRR (2021)
Adam Goodge, Bryan Hooi, See-Kiong Ng, Wee Siong Ng
Robustness of Autoencoders for Anomaly Detection Under Adversarial Impact. IJCAI (2020)
Ming Zhao, Chee-Wei Ang, Bing Zhao, Wee Siong Ng
A Tradeoff Study of Real-time Traffic Prediction Approaches for Intelligent Transportation System. ITSC (2019)
Gim Guan Chua, Paul Min Chim Lim, Mun-Thye Mak, Wee Siong Ng, Shuqiao Guo, Ang Loon Chan, Desmond Zhen Liang Chua
A Flexible Qualitative Data Analytics Dashboard. TENCON (2018)
Lifan Zhao, Shen-Tat Goh, Wee Siong Ng
A statistical sparsity-based method for sensor array calibration. WF-IoT (2018)
Zihong Yuan, Wee Siong Ng, Shen-Tat Goh, Yimin Zhou
Study of Design Method for Tangible User Interface in IoT Paradigm. TENCON (2018)
Ang Loon Chan, Gim Guan Chua, Desmond Zhen Liang Chua, Shuqiao Guo, Paul Min Chim Lim, Mun-Thye Mak, Wee Siong Ng
Practical experience with smart cities platform design. WF-IoT (2018)
Yiyang Pei, Xiaoyang Li, Liang Yu, Guangxia Li, Hai Heng Ng, Jerry Kah Eng Hoe, Chee-Wei Ang, Wee Siong Ng, Kenji Takao, Hirokazu Shibata, Koichiro Okada
A Cloud-Based Stream Processing Platform for Traffic Monitoring Using Large-Scale Probe Vehicle Data. WCNC (2017)
Guizi Chen, Liang Yu, Wee Siong Ng, Huayu Wu, Usha Nanthani Kunasegaran
STA: A Spatio-Temporal Thematic Analytics Framework for Urban Ground Sensing. ADMA (2017)
Yon Shin Teo, Zihong Yuan, Wee Siong Ng, Yangfan Zhang, Valerie Phangt
Towards a deep learning powered query engine for urban planning. IALP (2017)
Huayu Wu, Mingqiang Xue, Jianneng Cao, Panagiotis Karras, Wee Siong Ng, Kee Kiat Koo
Fuzzy trajectory linking. ICDE (2016)
Ashish Dandekar, Stéphane Bressan, Talel Abdessalem, Huayu Wu, Wee Siong Ng
Detecting Communities of Commuters: Graph Based Techniques Versus Generative Models. OTM Conferences (2016)
Victor C. Liang, Richard T. B. Ma, Wee Siong Ng, Li Wang, Marianne Winslett, Huayu Wu, Shanshan Ying, Zhenjie Zhang
Mercury: Metro density prediction with recurrent neural network on streaming CDR data. ICDE (2016)
Liang Yu, Wei Wu, Xiaohui Li, Guangxia Li, Wee Siong Ng, See-Kiong Ng, Zhongwen Huang, Anushiya Arunan, Hui Min Watt
iVizTRANS: Interactive visual learning for home and work place detection from massive public transportation data. VAST (2015)
Huayu Wu, Dongxu Shao, Wee Siong Ng
Locating Self-Collection Points for Last-Mile Logistics Using Public Transport Data. PAKDD (1) (2015)
Huayu Wu, Tok Wang Ling, Wee Siong Ng
Flexible Data Management across XML and Relational Models: A Semantic Approach. ER (2015)
Huayu Wu, Jo-Anne Tan, Wee Siong Ng, Mingqiang Xue, Wei Chen
FTT: A System for Finding and Tracking Tourists in Public Transport Services. SIGMOD Conference (2015)
Guangxia Li, Liang Yu, Wee Siong Ng, Wei Wu, Shen-Tat Goh
Predicting Home and Work Locations Using Public Transport Smart Card Data by Spectral Analysis. ITSC (2015)
Narayanan Amudha, Gim Guan Chua, Eric Siew Khuan Foo, Shen-Tat Goh, Shuqiao Guo, Paul Min Chim Lim, Mun-Thye Mak, Muhammad Cassim Mahmud Munshi, See-Kiong Ng, Wee Siong Ng, Huayu Wu
A*DAX: A Platform for Cross-Domain Data Linking, Sharing and Analytics. DASFAA (2) (2014)
Mingqiang Xue, Huayu Wu, Wei Chen, Wee Siong Ng, Gin Howe Goh
Identifying tourists from public transport commuters. KDD (2014)
Huayu Wu, Shili Xiang, Wee Siong Ng, Wei Wu, Mingqiang Xue
HipStream: A Privacy-Preserving System for Managing Mobility Data Streams. MDM (1) (2014)
Jingbo Zhou, Anthony K. H. Tung, Wei Wu, Wee Siong Ng
A "semi-lazy" approach to probabilistic path prediction. KDD (2013)
Huayu Wu, Wee Siong Ng, Kian-Lee Tan, Wei Wu, Shili Xiang, Mingqiang Xue
A privacy preserving framework for managing vehicle data in road pricing systems. KDD (2013)
Huafei Zhu, Wee Siong Ng, See-Kiong Ng
Sustainable Pseudo-random Number Generator. SEC (2013)
Jingbo Zhou, Anthony K. H. Tung, Wei Wu, Wee Siong Ng
R2-D2: a System to Support Probabilistic Path Prediction in Dynamic Environments via "Semi-Lazy" Learning. Proc. VLDB Endow. 6 (12) (2013)
Wei Wu, Wee Siong Ng, Shonali Krishnaswamy, Abhijat Sinha
To Taxi or Not to Taxi? - Enabling Personalised and Real-Time Transportation Decisions for Mobile Users. MDM (2012)
Wee Siong Ng, See-Kiong Ng, Wei Wu
PlugCloud - Scaling by Plugging a Personal Cloud Infrastructure. ICPADS (2012)
Wee Siong Ng, Huayu Wu, Wei Wu, Shili Xiang
Limiting Disclosure for Data Streams in the Cloud. CLOSER (2012)
Wee Siong Ng, Justin Cheng, XianJun Wang, Sivakumar Viswanathan
An Efficient Information Services-Centric Framework for Commuter. Int. J. Inf. Syst. Serv. Sect. 4 (1) (2012)
Wee Siong Ng, Huayu Wu, Wei Wu, Shili Xiang, Kian-Lee Tan
Privacy Preservation in Streaming Data Collection. ICPADS (2012)
Wee Siong Ng, Markus Kirchberg, Stéphane Bressan, Kian-Lee Tan
Towards a privacy-aware stream data management system for cloud applications. Int. J. Web Grid Serv. 7 (3) (2011)
Zeyar Aung, Kelvin Sim, Wee Siong Ng
Traj Align: A Method for Precise Matching of 3-D Trajectories. ICPR (2010)
Wee Siong Ng, Justin Cheng
Delivering visual pertinent information services for commuters. APSCC (2009)
Wee Siong Ng, Joseph Chee Ming Teo, Wee Tiong Ang, Sivakumar Viswanathan, Chen-Khong Tham
Experiences on developing SOA based mobile healthcare services. APSCC (2009)
Wee Siong Ng, Panos Kalnis, Kian-Lee Tan, Markus Kirchberg
POEMS: Peer-Based Overload Management. WISE (2008)
Panos Kalnis, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan
Answering similarity queries in peer-to-peer networks. Inf. Syst. 31 (1) (2006)
Panos Kalnis, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan
Answering similarity queries in peer-to-peer networks. WWW (Alternate Track Papers & Posters) (2004)
Chu Yee Liau, Wee Siong Ng, Yanfeng Shu, Kian-Lee Tan, Stéphane Bressan
Efficient Range Queries and Fast Lookup Services for Scalable P2P Networks. DBISP2P (2004)
Song Gao, Wee Siong Ng, Weining Qian
Preserving Consistency of Dynamic Data in Peer-Based Caching Systems. DEXA (2004)
Zhiguo Lu, Bo Ling, Weining Qian, Wee Siong Ng, Aoying Zhou
A Distributed Ranking Strategy in Peer-to-Peer Based Information Retrieval Systems. APWeb (2004)
Song Gao, Wee Siong Ng, Weining Qian, Aoying Zhou
CC-Buddy: an adaptive framework for maintaining cache coherency using peers. WWW (Alternate Track Papers & Posters) (2004)
Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou
PeerDB: A P2P-based System for Distributed Data Sharing. ICDE (2003)
Spiridon Bakiras, Panos Kalnis, Thanasis Loukopoulos, Wee Siong Ng
A General Framework for Searching in Distributed Data Repositories. IPDPS (2003)
Beng Chin Ooi, Wee Siong Ng, Kian-Lee Tan, Aoying Zhou
Information Acquisition Through an Integrated Paradigm: Agent + Peer-to-Peer. AP2PC (2003)
Aoying Zhou, Bo Ling, Zhiguo Lu, Wee Siong Ng, Yanfeng Shu, Kian-Lee Tan
Efficient Semantic Search in Peer-to-Peer Systems. WAIM (2003)
Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou, Chin Hong Goh, Yingguang Li, Chu Yee Liau, Bo Ling, Wee Siong Ng, Yanfeng Shu, Xiaoyu Wang, Ming Zhang
PeerDB: Peering into Personal Databases. SIGMOD Conference (2003)
Bo Ling, Wee Siong Ng, Yanfeng Shu, Aoying Zhou
Fuzzy Cost Modeling for Peer-to-Peer Systems. AP2PC (2003)
Wee Siong Ng, Beng Chin Ooi, Yanfeng Shu, Kian-Lee Tan, Wee Hyong Tok
Efficient Distributed CQ Processing using Peers. WWW (Posters) (2003)
Aoying Zhou, Weining Qian, Shuigeng Zhou, Bo Ling, Linhao Xu, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan
Data Management in Peer-to-Peer Environment: A Perspective of BestPeer. J. Comput. Sci. Technol. 18 (4) (2003)
Bo Ling, Zhiguo Lu, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou
A Content-Based Resource Location Mechanism in PeerIS. WISE (2002)
Xiaoyu Wang, Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan, Aoying Zhou
BuddyWeb: A P2P-Based Collaborative Web Caching System. NETWORKING Workshops (2002)
Wee Siong Ng, Beng Chin Ooi, Kian-Lee Tan
BestPeer: A Self-Configurable Peer-to-Peer System. ICDE (2002)
Panos Kalnis, Wee Siong Ng, Beng Chin Ooi, Dimitris Papadias, Kian-Lee Tan
An adaptive peer-to-peer network for distributed caching of OLAP results. SIGMOD Conference (2002)