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Research Collection School Of Computing and Information Systems

The collection contains journal articles, conference proceedings articles, books and book chapters, and more written by the faculty at the Singapore Management University School of Computing and Information Systems (SCIS). The school was formerly known as School of Information Systems (SIS) and was renamed in 2021. The school research areas include Data science & engineering, Cybersecurity, Information systems & management, Intelligent systems & optimisation, Software & cyber-physical systems. SCIS is also focused on innovative research and education in Information Systems and Management, data management and analytics, as well as problems and issues at the intersection of information systems related technology and management, which includes urban systems and operations, active citizenry and communities, safety and security.

Submissions from 2019 2019

SUAA: A Secure User Authentication Scheme with Anonymity for the single & multi-server environments, Nassoro M. R. LWAMO, Liehuang ZHU, Chang XU, Kashif SHARIF, Ximeng LIU, and Chuan ZHANG Journal Article

Welcome message from the General Chairs, Nabil I. ALSHURAFA, Archan MISRA, and Abhishek MUKHERJI Conference Proceeding Article

FC2: Cloud-based cluster provisioning for distributed machine learning, Nguyen Binh Duong TA Journal Article

A coordination framework for multi-agent persuasion and adviser systems, Budhitama SUBAGDJA, Ah-hwee TAN, and Yilin KANG Journal Article

Adaptive cost-sensitive online classification, Peilin ZHAO, Yifan ZHANG, Min WU, Steven C. H. HOI, Mingkui TAN, and Junzhou HUANG Journal Article

An attribute-based framework for secure communications in vehicular ad hoc networks, Hui CUI, Robert H. DENG, and Guilin WANG Journal Article

A sampling approach for proactive project scheduling under generalized time-dependent workability uncertainty, Wen SONG, Donghun KANG, Jie ZHANG, Zhiguang CAO, and Hui XI Journal Article

Automatic code review by learning the revision of source code, Shu-Ting SHI, Ming LI, David LO, Ferdian THUNG, and Xuan HUO Conference Proceeding Article

Bilateral dependency neural networks for cross-language algorithm classification, Duy Quoc Nghi BUI, Yijun YU, and Lingxiao JIANG Conference Proceeding Article

CompareLDA: A topic model for document comparison, Maksim TKACHENKO and Hady Wirawan LAUW Conference Proceeding Article

CryptoCurrency mining on mobile as an alternative monetization approach, Nguyen Phan Sinh HUYNH, Kenny CHOO, Rajesh Krishna BALAN, and Youngki LEE Conference Proceeding Article

Deception in finitely repeated security games, Thanh H. NGUYEN, Yongzhao WANG, Arunesh SINHA, and Michael P. WELLMAN Conference Proceeding Article

Discrete social recommendation, Chenghao LIU, Xin WANG, Tao LU, Wenwu ZHU, Jianling SUN, and Steven C. H. HOI Conference Proceeding Article

Evolutionary trends in the collaborative review process of a large software system, Subhajit DATTA and Poulami SARKAR Conference Proceeding Article

Explainable reasoning over knowledge graphs for recommendation, Xiang WANG, Dingxian WANG, Canran XU, Xiangnan HE, Yixin CAO, and Tat-Seng CHUA Conference Proceeding Article

Gamification of enterprise systems, Fiona Fui-hoon NAH, B. ESCHENBRENNER, C. CLAYBAUGH, and P. KOOB Journal Article

Grand challenges in accessible maps, Jon E. FROEHLICH, Anke M. BROCK, Anat CASPI, Joao GUERREIRO, Kotaro HARA, Reuben KIRKHAM, Johannes SCHONING, and Benjamin TANNERT Magazine Article

Manifold-valued image generation with Wasserstein generative adversarial nets, Zhiwu HUANG, WU J., and G. L. VAN Conference Proceeding Article

Multiagent decision making for maritime traffic management, ARAMBAM JAMES SINGH, Duc Thien NGUYEN, Akshat KUMAR, and Hoong Chuin LAU Conference Proceeding Article

Multiagent decision making for maritime traffic management, Arambam James SINGH, Duc Thien NGUYEN, Akshat KUMAR, and Hoong Chuin LAU Conference Proceeding Article

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

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

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

Artificial intelligence, machine learning, and autonomous technologies in mining industry, Zeshan HYDER, Keng SIAU, and Fiona NAH 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

MPA-IBM project SAFER: Sense-making analytics for maritime event recognition, Gavin YEO, Shiau Hong LIM, Laura WYNTER, and Hifaz HASSAN Journal Article

Network data mining and analysis, Ming GAO, Ee-peng LIM, and David LO Book

Online burst events detection oriented real-time microblog message stream, Guozhong DONG, Jun GAO, Liang HUANG, and Chunlei SHI Journal Article

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

Renegotiation of Software Outsourcing Contracts, H. HUANG, X. HU, Robert John KAUFFMAN, and H. XU Conference Proceeding 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

Two-sided value-based music artist recommendation in streaming music services, J. REN, Robert John KAUFFMAN, and D. KING 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

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

Submissions from 2018 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

Dual-side privacy-preserving task matching for spatial crowdsourcing, Jiangang SHU, Ximeng LIU, Yinghui ZHANG, Xiaohua JIA, and Robert H. DENG Journal Article