Publications

Entity Set Expansion with Meta Path in Knowledge Graph

Authors: 
Yuyan Zheng, Chuan Shi, Xiaohuan Cao, Li Xiaoli, Bin Wu
Publication: 
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) Regional Conference
Publication Date: 
23 May 2017
Strategic Thrust: 
Abstract: 
Entity set expansion (ESE) is the problem that expands asmall set of seed entities into a more complete set, entities of which havecommon traits. As a popular data mining task,... Read more ›

Throughput Maximization for Cooperative 60 GHz Wireless Personal Area Networks

Authors: 
Wang Yu, Mehul Motani, Hari Krishna Garg, Kang Xin, Chen Qian
Publication: 
Computer Networks
Publication Date: 
9 Jan 2017
Strategic Thrust: 
Communications
Abstract: 
Transmission in the 60 GHz frequency band performs poorly in long-distance direct links due to large path loss. The received signal strength can be relatively weak if the line-of-sight path... Read more ›

ASR for Under-Resourced Languages from Probabilistic Transcription

Authors: 
Mark Hasegawa-Johnson, Preethi Jyothi, Daniel McCloy, Majid Mirbagheri, Giovanni di Liberto, Amit Das, Bradley Ekin, Chunxi Liu, Vimal Manohar, Hao Tang, Edmund C. Lalor, Nancy Chen, Paul Hager, Tyler Kekona, Rose Sloan, Adrian KC Lee
Publication: 
IEEE Transactions on Audio, Speech and Language Processing
Publication Date: 
1 Jan 2017
Strategic Thrust: 
Intelligence
Abstract: 
In many under-resourced languages it is possible to find text, and it is possible to find speech, but transcribed speech suitable for training automatic speech recognition (ASR) is unavailable. In... Read more ›

A machine learning approach for the identification of key markers involved in brain development from single-cell transcriptomic data

Authors: 
Hu Yongli, Takeshi Hase, Li Hui Peng, Shyam Prabhakar, Hiroaki Kitano, See Kiong, Samik Ghosh, Lawrence Jin Kiat Wee
Publication: 
BMC Genomics (Pre-approved fee based journal)
Publication Date: 
22 Dec 2016
Strategic Thrust: 
Intelligence
Abstract: 
AbstractBackground: The ability to sequence the transcriptomes of single cells using single-cell RNA-seq sequencing technologies presents a shift in the scientific paradigm where scientists, now, are able to concurrently investigate... Read more ›

Eye Movement Correction for 3D OCT Volume by using Saliency and Center Bias Constraint

Authors: 
Fu Huazhu, Xu Yanwu, Wong Wing Kee Damon, Liu Jiang
Publication: 
IEEE Region 10. Technical Conference (TENCON) - CCT & SP & SAT LOCAL CONFERENCE / REGIONAL CONFERENCE
Publication Date: 
7 Dec 2016
Strategic Thrust: 
Intelligence
Abstract: 
The eye movement artifacts occurring during 3D Optical Coherence Tomography (OCT) volume scanning is a problem that easily affect the image analysis and diagnosis. The existing correction methods are influenced... Read more ›

Robust Vehicle Detection and Viewpoint Estimation with Soft Discriminative Mixture Model

Authors: 
Chen Tao, Lu Shijian
Publication: 
IEEE Transactions on Circuits and Systems for Video Technology (CSVT)
Publication Date: 
1 Dec 2016
Strategic Thrust: 
Media
Abstract: 
Vehicle detection and vehicle viewpoint estimationare crucial for assistive and autonomous driving systems. In thispaper, we propose a soft, discriminative mixture of viewpointmodels (SDMoV) for joint vehicle detection and vehicle... Read more ›

Geo-spatial Location Spoofing Detection for Internet of Things

Authors: 
Koh Jing Yang, Ido Nevat, Leong Derek, Wong Wai Choong Lawrence
Publication: 
IEEE Internet of Things Journal
Publication Date: 
1 Dec 2016
Strategic Thrust: 
Intelligence, Communications
Abstract: 
We develop a new location spoofing detectionalgorithm for geo-spatial tagging and location-based servicesin the Internet of Things (IoT), called Enhanced LocationSpoofing Detection using Audibility (ELSA) which can beimplemented at the... Read more ›

Tiny Descriptors for Image Retrieval with Unsupervised Triplet Hashing

Authors: 
Lin Jie, Olivier Morere, Julie Petta, Vijay Ramaseshan Chandrasekhar, Antoine Veillard
Publication: 
Data Compression Conference
Publication Date: 
30 Nov 2016
Strategic Thrust: 
Media
Abstract: 
A typical image retrieval pipeline starts with the comparison of global descriptors from a large database to find a short list of candidate matches.A good image descriptor is key to... Read more ›

Annoyance Measurement of Singapore Urban Environmental Noise

Authors: 
Song Ying
Publication: 
IEEE Region 10. Technical Conference (TENCON) - CCT & SP & SAT LOCAL CONFERENCE / REGIONAL CONFERENCE
Publication Date: 
25 Nov 2016
Strategic Thrust: 
Abstract: 
The content of the paper is part of working summary on the L2 NIC Grant award which including 1) Creating singapore content urban noise database;2) Psychoacoustic features analysis of recorded... Read more ›

AQUIR - A System to Generate Quantitative and Customized Vision Measurement Template

Authors: 
Quan Ying, Lee Beng Hai, Yow Ai Ping, Zhang Zhuo, Wong Wing Kee Damon, Liu Jiang
Publication: 
IEEE Region 10. Technical Conference (TENCON) - CCT & SP & SAT LOCAL CONFERENCE / REGIONAL CONFERENCE
Publication Date: 
24 Nov 2016
Strategic Thrust: 
Intelligence
Abstract: 
Abstract-This paper presents a visual acuity measurement system, AQUIR, which provides the functionality to generate customized visual acuity charts quantitatively. Visual chart is the basic measure to evaluate the visual... Read more ›

Pages