Submissions from 2019
Multi-task learning with multi-view attention for answer selection and knowledge base question answering, Yang DENG, Yuexiang XIE, Yaliang LI, Min YANG, Nan DU, Wei FAN, Kai LEI, and Ying SHEN Conference Proceeding Article
Partially observable multi-sensor sequential change detection: A combinatorial multi-armed bandit approach, Chen ZHANG and Steven C. H. HOI Conference Proceeding Article
Preference-aware task assignment in on-demand taxi dispatching: An online stable matching approach, Boming ZHAO, Pan XU, Yexuan SHI, Yongxin TONG, Zimu ZHOU, and Yuxiang ZENG Conference Proceeding Article
Recommending new features from mobile app descriptions, He JIANG, Jingxuan ZHANG, Xiaochen LI, Zhilei REN, David LO, Xindong WU, and Zhongxuan LUO Journal Article
Risk pooling, supply chain hierarchy, and analysts' forecasts, Nan HU, Jian-Yu KE, Ling LIU, and Yue ZHANG Journal Article
Robust estimation of similarity transformation for visual object tracking, Yang LI, Jianke ZHU, Steven C. H. HOI, Wenjie SONG, Zhefeng WANG, and Hantang LIU Conference Proceeding Article
Security analysis of a large-scale concurrent data anonymous batch verification scheme for mobile healthcare crowd sensing, Yinghui ZHANG, Jiangang SHU, Ximeng LIU, Jin LI, and Dong ZHENG Journal Article
Send hardest problems my way: Probabilistic path prioritization for hybrid fuzzing, Lei ZHAO, Yue DUAN, and Jifeng XUAN Conference Proceeding Article
Social media mining for journalism, Arkaitz ZUBIAGA, Bahareh HERAVI, Jisun AN, and Haewoon KWAK Journal Article
Stock market prediction analysis by incorporating social and news opinion and sentiment, Zhaoxia WANG, Seng-Beng HO, and Zhiping LIN Conference Proceeding Article
SybSub: Privacy-preserving expressive task subscription with sybil detection in crowdsourcing, Jiangang SHU, Ximeng LIU, Kan YANG, Yinghui ZHANG, Xiaohua JIA, and Robert H. DENG Journal Article
Topical co-attention networks for hashtag recommendation on microblogs, Yang LI, Ting LIU, Jingwen HU, and Jing JIANG Journal Article
TransNFCM: translation-based neural fashion compatibility modeling, Xun YANG, Yunshan MA, Lizi LIAO, Meng WANG, and Tat-Seng CHUA Conference Proceeding Article
Understanding open ports in Android applications: Discovery, diagnosis, and security assessment, Daoyuan WU, Debin GAO, Rocky K. C. CHANG, En HE, Eric K. T. CHENG, and Robert H. DENG Conference Proceeding Article
Unveiling exception handling guidelines adopted by Java developers, Hugo MELO, Roberta COELHO, and Christoph TREUDE Conference Proceeding Article
Verifiable computation using re-randomizable garbled circuits, Qingsong ZHAO, Qingkai ZENG, Ximeng LIU, and Huanliang XU Journal Article
VistaNet: Visual Aspect Attention Network for multimodal sentiment analysis, Quoc Tuan TRUONG and Hady Wirawan LAUW Conference Proceeding Article
Financial report readability and stock return synchronicity, Xuelian BAI, Yi DONG, and Nan HU Journal Article
Who should be invited to my party: A size-constrained k-core problem in social networks, Yu-Liang MA, Ye YUAN, Feida ZHU, Guo-Ren WANG, Jing XIAO, and Jian-Zong WANG Journal Article
BLE-Enabled Medication Events Monitoring System (MEMS) for community dwelling seniors, Avinash SUBRAMANIAM, Hwee Xian TAN, and Hwee-pink TAN Conference Proceeding Article
Random delay attack and its applications on load frequency control of power systems, Yongdong WU, Jian WENG, Bo QIU, Zhuo WEI, Fan QIAN, and Robert H. DENG Conference Proceeding Article
Renegotiation of Software Outsourcing Contracts, H. HUANG, X. HU, Robert John KAUFFMAN, and H. XU Conference Proceeding Article
Two-sided value-based music artist recommendation in streaming music services, J. REN, Robert John KAUFFMAN, and D. KING Conference Proceeding Article
Multi-authority attribute-based keyword search over encrypted cloud data, Yibin MIAO, Robert H. DENG, Ximeng LIU, Kim-Kwang Raymond. CHOO, Hongjun WU, and Hongwei LI Journal Article
Successor features based multi-agent RL for event-based decentralized MDPs, Tarun GUPTA, Akshat KUMAR, and Praveen PARUCHURI Conference Proceeding Article
Adaptive resonance theory in social media data clustering: Roles, methodologies, and applications, Lei MENG, Ah-Hwee TAN, and Donald C. II WUNSCH Book
A first look at unfollowing behavior on GitHub, Jing JIANG, David LO, Yun YANG, Jianfeng LI, and Li ZHANG Journal Article
Analysis of bus ride comfort using smartphone sensor data, Hoong-Chor CHIN, Xingting PANG, and Zhaoxia WANG Journal Article
An economic analysis of consumer learning on entertainment shopping websites, Jin LI, Zhiling GUO, and Geoffrey K.F. TSO Journal Article
A state aggregation approach for stochastic multiperiod last-mile ride-sharing problems, Lucas AGUSSURJA, Shih-Fen CHENG, and Hoong Chuin LAU Journal Article
Automatic query reformulation for code search using crowdsourced knowledge, Mohammad M. RAHMAN, Chanchal K. ROY, and David LO Journal Article
Automatic query reformulation for code search using crowdsourced knowledge, Mohammad M. RAHMAN, Chanchal K. ROY, and David LO Journal Article
DABKE: Secure deniable attribute-based key exchange framework, Yangguang TIAN, Yingjiu LI, Guomin YANG, Willy SUSILO, Yi MU, Hui CUI, and Yinghui ZHANG Journal Article
Deep code comment generation with hybrid lexical and syntactical information, Xing HU, Ge LI, Xin XIA, David LO, and Zhi JIN Journal Article
Global Inference for aspect and opinion terms co-extraction based on multi-task neural networks, Jianfei YU, Jing JIANG, and Rui XIA Journal Article
How team awareness influences perceptions of developer productivity, Christoph TREUDE and Fernando FIGUEIRA FILHO Book Chapter
Large scale online multiple kernel regression with application to time-series prediction, Doyen SAHOO, Steven C. H. HOI, and Bin LIN Journal Article
Modeling location-based social network data with area attraction and neighborhood competition, Thanh Nam DOAN and Ee-peng LIM Journal Article
Network data mining and analysis, Ming GAO, Ee-peng LIM, and David LO Book
Optimized verifiable fine-grained keyword search in dynamic multi-owner settings, Yibin MIAO, Robert H. DENG, DENG CHOO, Ximeng LIU, Jianting NING, and Hongwei LI Journal Article
Person re-identification over encrypted outsourced surveillance videos, Hang CHENG, Huaxiong WANG, Ximeng LIU, Yan FANG, Meiqing WANG, and Xiaojun ZHANG Journal Article
Preface to the special issue on program comprehension, David LO and Alexander SEREBRENIK Transcript
Privacy-preserving reinforcement learning design for patient-centric dynamic treatment regimes, Ximeng LIU, Robert H. DENG, Kim-Kwang Raymond CHOO, and Yang YANG Journal Article
Quantifying activity levels of community-dwelling seniors through beacon monitoring, Jin Qiang GOH, Hwee-Pink TAN, and Hwee Xian TAN Conference Proceeding Article
Reliable and privacy-preserving truth discovery for mobile crowdsensing systems, Chuan ZHANG, Liehuang ZHU, Chang XU, Ximeng LIU, and Kashif SHARIF Journal Article
Routing and scheduling for a last-mile transportation system, Hai WANG Journal Article
Semi-supervised deep embedded clustering, Yazhou REN, Kangrong HU, Xinyi DAI, Lili PAN, Steven C. H. HOI, and Zenglin XU Journal Article
Software engineering dashboards: Types, risks, and future, Margaret-Anne STOREY and Christoph TREUDE Book Chapter
Task relation networks, Jianshu LI, Pan ZHOU, Yunpeng CHEN, Jian ZHAO, Sujoy ROY, Shuicheng YAN, Jiashi FENG, and Terence SIM Conference Proceeding Article
Template-based math word problem solvers with recursive neural networks, Lei WANG, Dongxiang ZHANG, Jipeng ZHANG, Xing XU, Lianli GAO, Bing Tian DAI, and Heng Tao SHEN Conference Proceeding Article
Vireo @ video browser showdown 2019, Phuong Anh NGUYEN, Chong-wah NGO, Danny FRANCIS, and Benoit HUET Conference Proceeding Article
When Human cognitive modeling meets PINs: User-independent inter-keystroke timing attacks, Ximing LIU, Yingjiu LI, Robert H. DENG, Bing CHANG, and Shujun LI Journal Article
Submissions from 2018
Tutorial: SMU Teaching Bank: Enhancing classroom learning for digital banking and IT architecture related courses, Alan @ Ali MADJELISI MEGARGEL Conference Proceeding Article
Multi-task zipping via layer-wise neuron sharing, Xiaoxi HE, Zimu ZHOU, and Lothar THIELE Conference Proceeding Article
Integrated telegram and web-based forum with automatic assessment of questions and answers for collaborative learning, Michelle L. F. CHEONG, Yun-Chen CHEN, and Bing Tian DAI Conference Proceeding Article
A cloud-based data gathering and processing system for intelligent demand forecasting, Colin K. L. TAY and Kyong Jin SHIM Conference Proceeding Article
Active matting, Xin YANG, Ke XU, Shaozhe CHEN, Shengfeng HE, Baocai YIN, and Rynson LAU Conference Proceeding Article
An architectural design and evaluation of an affective tutoring system for novice programmers, Hua Leong FWA Journal Article
An economic analysis of incentivized positive reviews, Jianqing CHEN, Zhiling GUO, and Jian HUANG Conference Proceeding Article
An essential Applied Statistical Analysis course using RStudio with Project-Based Learning for Data Science, Aldy GUNAWAN, Michelle L. F. CHEONG, and Johnson POH Conference Proceeding Article
Applying design thinking to student outreach projects: Experiences from an Information Systems School, Swapna GOTTIPATI, Venky SHANKARARAMAN, and Alan MEGARGEL Conference Proceeding Article
A simple proximal stochastic gradient method for nonsmooth nonconvex optimization, Zhize LI and Jian LI Conference Proceeding Article
Attention-based LSTM-CNNs for uncertainty identification on Chinese social media texts, Binyang LI, Kaiming ZHOU, Wei GAO, Xu Han HAN, and Linna ZHOU Conference Proceeding Article
Authorized function homomorphic signature, Qingwen GUO, Qiong HUANG, and Guomin YANG Journal Article
Automatically `Verifying’ discrete-time complex systems through learning, abstraction and refinement, Jingyi WANG, Jun SUN, Shengchao QIN, and Cyrille JEGOUREL Journal Article
Better inpatient health quality at lower cost: Should I participate in the online healthcare community first?, Kai LUO, Qiu-Hong WANG, Hock Hai TEO, and Xi CHEN Conference Proceeding Article
Building a smart nation: Singapore's digital journey, Siu Loon HOE Journal Article
Co-location resistant virtual machine placement in cloud data centers, Amit AGARWAL and Nguyen Binh Duong TA Conference Proceeding Article
Credit assignment for collective multiagent RL with global rewards, Duc Thien NGUYEN, Akshat KUMAR, and Hoong Chuin LAU Conference Proceeding Article
Cross Euclidean-to-Riemannian metric learning with application to face recognition from video, Zhiwu HUANG, R. WANG, S. SHAN, and Gool L VAN Journal Article
Data center holistic demand response algorithm to smooth microgrid tie-line power fluctuation, Ting YANG, Yingjie ZHAO, Haibo PEN, and Zhaoxia WANG Journal Article
Data mining approach to the detection of suicide in social media: A case study of Singapore, Jane H. K. SEAH and Kyong Jin SHIM Conference Proceeding Article
Data mining approach to the identification of at-risk students, Li Chin HO and Kyong Jin SHIM Conference Proceeding Article
Deep air learning: Interpolation, prediction, and feature analysis of fine-grained air quality, Zhongang QI, Tianchun WANG, Guojie SONG, Weisong HU, Xi LI, and Zhongfei Mark ZHANG Journal Article
Deep Unsupervised Pixelization, Chu HAN, Qiang WEN, Shengfeng HE, Qianshu ZHU, Yinjie TAN, Guoqiang HAN, and Tien-Tsin WONG Journal Article
Design and implementation of decision support for traffic management at multipurpose port gates, Ketki KULKARNI, Hoong Chuin LAU, Hai WANG, Sathyavarathan SIVABALASINGAM, and Trong Khiem TRAN Conference Proceeding Article
Early prediction of merged code changes to prioritize reviewing tasks, Yuanrui FAN, Xin XIA, David LO, and Shanping LI Journal Article
Effectiveness of physical robot versus robot simulator in teaching introductory programming, Oka KURNIAWAN, Norman Tiong Seng LEE, Subhajit DATTA, Nachamma SOCKALINGAM, and Pey Lin LEONG Conference Proceeding Article
Efficient stochastic gradient hard thresholding, Pan ZHOU, Xiao-Tong YUAN, and Jiashi FENG Conference Proceeding Article
FogFly: A traffic light optimization solution based on fog computing, Quang Tran MINH, Chanh Minh TRAN, Tuan An LE, Binh Thai NGUYEN, Triet Minh TRAN, and Rajesh Krishna BALAN Conference Proceeding Article
Integrated reward scheme and surge pricing in a ride-sourcing market, Hai YANG, Chaoyi SHAO, Hai WANG, and Jieping YE Conference Proceeding Article
Integrating node embeddings and biological annotations for genes to predict disease-gene associations, Sezin Kircali ATA, Le OU-YANG, Yuan FANG, Chee-Keong KWOH, Min WU, and Xiao-Li LI Journal Article
Living with artificial intelligence – developing a theory on trust in health chatbots, Weiyu WANG and Keng SIAU Conference Proceeding Article
Making a good thing better: Enhancing password/PIN-based user authentication with smartwatch, Bing CHANG, Yingjiu LI, Qiongxiao WANG, Wen-Tao ZHU, and Robert H. DENG Journal Article
Message from the chairs, Toshiki HIRAO, Yutaro KASHIWA, Christoph TREUDE, and Raula Gaikovina KULA Conference Proceeding Article
Mobility-driven BLE transmit-power adaptation for participatory data muling, Chung-Kyun HAN, Archan MISRA, and Shih-Fen CHENG Conference Proceeding Article
New insight into hybrid stochastic gradient descent: Beyond with-replacement sampling and convexity, Pan ZHOU, Xiao-Tong YUAN, and Jiashi FENG Conference Proceeding Article
On learning psycholinguistics tools for English-based Creole languages using social media data, Pei-Chi LO and Ee-peng LIM Conference Proceeding Article
PerfLearner: learning from bug reports to understand and generate performance test frames, Xue HAN, Tingting YU, and David LO Conference Proceeding Article
Preprocess-then-NTT technique and its applications to Kyber and NewHope, Shuai ZHOU, Haiyang XUE, Daode ZHANG, Kunpeng WANG, Xianhui LU, Bao LI, and Jingnan HE Conference Proceeding Article
PriBioAuth: Privacy-preserving biometric-based remote user authentication, Yangguang TIAN, Yingjiu LI, Ximeng LIU, Robert H. DENG, and Binanda SENGUPTA Conference Proceeding Article
Privacy-preserving remote user authentication with K-times untraceability, Yangguang TIAN, Yingjiu LI, Binanda SENGUPTA, Robert H. DENG, Albert CHING, and Weiwei LIU Conference Proceeding Article
Secure smart health with privacy-aware aggregate authentication and access control in Internet of Things, Yinghui ZHANG, Robert H. DENG, Gang HAN, and Dong ZHENG Journal Article
SybMatch: Sybil detection for privacy-preserving task matching in crowdsourcing, Jiangang SHU, Ximeng LIU, Kan YANG, Yinghui ZHANG, Xiaohua JIA, and Robert H. DENG Conference Proceeding Article
Text analytics approach to extract course improvement suggestions from students’ feedback, Swapna GOTTIPATI, Venky SHANKARARAMAN, and Jeff Rongsheng LIN Journal Article
The living wall display: Physical augmentation of interactive content using an autonomous mobile display, Yuki ONISHI, Yoshiki KUDO, Kazuki TAKASHIMA, Anthony TANG, and Yoshifumi KITAMURA Conference Proceeding Article
Towards mining comprehensive Android sandboxes, Tien-Duy B. LE, Lingfeng BAO, David LO, Debin GAO, and Li LI Conference Proceeding Article
Typing-Proof: Usable, secure and low-cost two-factor authentication based on keystroke timings, Ximming LIU, Yingjiu LI, and Robert H. DENG Conference Proceeding Article
Understanding and constructing AKE via double-key key encapsulation mechanism, Haiyang XUE, Xianhui LU, Bao LI, Bei LIANG, and Jingnan HE Conference Proceeding Article
Using smart card data to model commuters’ responses upon unexpected train delays, Xiancai TIAN and Baihua ZHENG Conference Proceeding Article