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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 2017 2017

Encoding and recall of spatio-temporal episodic memory in real time, Poo-Hee CHANG and Ah-hwee TAN Conference Proceeding Article

Fair deposits against double-spending for Bitcoin transactions, Xingjie YU, Shiwen M. THANG, Yingjiu LI, and Robert H. DENG Conference Proceeding Article

Flexible online task assignment in real-time spatial data, Yongxin TONG, Libin WANG, Zimu ZHOU, Bolin DING, Lei CHEN, Jieping YE, and Ke XU Journal Article

FormResNet: Formatted residual learning for image restoration, Jianbo JIAO, Wei-chih TU, and Shengfeng HE Conference Proceeding Article

Generating cultural personas from social data: A perspective of Middle Eastern users, Salminen Joni, Sercan Sengün, Haewoon KWAK, Bernard Jansen, Jisun AN, Soon-Gyo Jung, Sarah Vieweg, and D. Fox Harrell Conference Proceeding Article

Geometric approaches for Top-k Queries [Tutorial], Kyriakos MOURATIDIS Conference Proceeding Article

HIBS-KSharing: Hierarchical identity-based signature key sharing for automotive, Zhuo WEI, Yanjiang YANG, Yongdong WU, Jian WENG, and Robert H. DENG Journal Article

Indexing metric uncertain data for range queries and range joins, Lu CHEN, Yunjun GAO, Aoxiao ZHONG, Christian S. JENSEN, Gang CHEN, and Baihua ZHENG Journal Article

Integrating apache spark and R for big data analytics on solving geographic problems, Mengqi ZHANG and Tin Seong KAM Conference Paper

Large-scale online feature selection for ultra-high dimensional sparse data, Yue WU, Steven C. H. HOI, Tao MEI, and Nenghai YU Journal Article

Learning homophily couplings from non-iid data for joint feature selection and noise-resilient outlier detection, Guansong PANG, Longbing CAO, Ling CHEN, and Huan LIU Conference Proceeding Article

Learning to hallucinate face images via component generation and enhancement, Yibing SONG, Jiawei ZHANG, Shengfeng HE, Linchao BAO, and Qingxiong YANG Conference Proceeding Article

Managing sensor systems for early detection of mild cognitive impairment in community elderly: Lessons learned and future work, Boon Thai NG, Hwee-Pink TAN, and Hwee Xian TAN Conference Paper

Measuring fine-grained metro interchange time via smartphones, Weixi GU, Kai ZHANG, Zimu ZHOU, Ming JIN, Yuxun ZHOU, Xi LIU, Costas J. SPANOS, Zuo-Jun (Max) SHEN, Wei-Hua LIN, and Lin ZHANG Journal Article

Mechanism design for strategic project scheduling, Pradeep VARAKANTHAM and Na FU Conference Proceeding Article

Modeling trajectories with recurrent neural networks, Hao WU, Ziyang CHEN, Weiwei SUN, Baihua ZHENG, and Wei WANG Conference Proceeding Article

Multiplex media attention and disregard network among 129 countries, Haewoon KWAK and Jisun AN Conference Proceeding Article

Object detection meets knowledge graphs, Yuan FANG, Kingsley KUAN, Jie LIN, Cheston TAN, and Vijay CHANDRASEKHAR Conference Proceeding Article

On efficiently finding reverse K-nearest neighbors over uncertain graphs, Yunjun GAO, Xiaoye MIAO, Gang CHEN, Baihua ZHENG, Deng CAI, and Huiyong CUI Journal Article

Online multitask relative similarity learning, Shuji HAO, Peilin ZHAO, Yong LIU, Steven C. H. HOI, and Chunyan MIAO Conference Proceeding Article

On return oriented programming threats in Android runtime, Akshaya Venkateswara RAJA, Jehyun LEE, and Debin GAO Conference Proceeding Article

Optimal security reductions for unique signatures: Bypassing impossibilities with a counterexample, Fuchun FUO, Rongmao CHEN, Willy SUSILO, Jianchang LAI, Guomin YANG, and Yi MU Conference Proceeding Article

Personas for Content Creators via Decomposed Aggregate Audience Statistics, Jisun AN, Haewoon KWAK, and Bernard J. JANSEN Conference Proceeding Article

Pivot-based Metric Indexing, Lu CHEN, Yunjun GAO, Baihua ZHENG, Christian S. JENSEN, Hanyu YANG, and Keyu YANG Conference Proceeding Article

Predicting potential Alzheimer medical condition in elderly using IOT sensors - Case study, Zhi Hao Kevin CHONG, Yu Xuan TEE, Ling Jing TOH, Shi Jia PHANG, Jie Ying LIEW, Bertran QUECK, and Swapna GOTTIPATI Conference Proceeding Article

Proactive and reactive coordination of non-dedicated agent teams operating in uncertain environments, Pritee AGRAWAL and Pradeep VARAKANTHAM Conference Proceeding Article

Projection-free distributed online learning in networks, Wenpeng ZHANG, Peilin ZHAO, Wenwu ZHU, Steven C. H. HOI, and Tong ZHANG Conference Proceeding Article

Real-time influence maximization on dynamic social streams, Yanhao WANG, Qi FAN, Yuchen LI, and Kian-Lee TAN Conference Proceeding Article

Recommendation vs sentiment analysis: A text-driven latent factor model for rating prediction with cold-start awareness, Kaisong SONG, Wei GAO, Shi Feng FENG, Daling WANG, Kam-Fai WONG, and Chengqi ZHANG Conference Proceeding Article

Representativeness-aware aspect analysis for brand monitoring in social media, Lizi LIAO, Xiangnan HE, Zhaochun REN, Liqiang NIE, Huan XU, and Ta-Seng CHUA Conference Proceeding Article

Secure encrypted data deduplication with ownership proof and user revocation, Wenxiu DING, Zheng YAN, and Robert H. DENG Conference Proceeding Article

Seeing through the same lens: Introspecting guest address space at native speed, Siqi ZHAO, Xuhua DING, Wen XU, and Dawu GU Conference Proceeding Article

Semantic visualization for short texts with word embeddings, Van Minh Tuan LE and Hady W. LAUW Conference Proceeding Article

Sequence aware functional encryption and its application in searchable encryption, Tran Viet Xuan PHUONG, Guomin YANG, Willy SUSILO, Fuchun GUO, and Qiong HUANG Journal Article

Smartphone sensing meets transport data: A collaborative framework for transportation service analytics, Yu LU, Archan MISRA, Wen SUN, and Huayu WU Journal Article

Sparse online learning of image similarity, Xingyu GAO, Steven C. H. HOI, Yongdong ZHANG, Jianshe ZHOU, Ji WAN, Zhenyu CHEN, Jintao LI, and Jianke ZHU Journal Article

Special section: Technological innovations for communication and collaboration in social spaces, Eric K. CLEMONS, Rajiv M. DEWAN, Robert J. KAUFFMAN, and Thomas A. WEBER Journal Article

The simpler the better: A unified approach to predicting original taxi demands on large-scale online platforms, Yongxin TONG, Yuqiang CHEN, Zimu ZHOU, Lei CHEN, Jie WANG, Qiang YANG, Jieping YE, and Weifeng LV Conference Proceeding Article

Time-aware conversion prediction, Wendi JI, Xiaoling WANG, and Feida ZHU Journal Article

Toward accurate network delay measurement on android phones, Weichao LI, Daoyuan WU, Rocky K. C. CHANG, and Ricky K. P. MOK Journal Article

Transaction cost optimization for online portfolio selection, Bin LI, Jialei WANG, Dingjiang HUANG, and Steven C. H. HOI Journal Article

Well-tuned algorithms for the Team Orienteering Problem with Time Windows, Aldy GUNAWAN, Hoong Chuin LAU, Pieter VANSTEENWEGEN, and Kun LU Journal Article

Will this localization tool be effective for this bug? Mitigating the impact of unreliability of information retrieval based bug localization tools, Tien-Duy B. LE, Ferdian THUNG, and David LO Journal Article

The emergence of visual crowdsensing: Challenges and opportunities, Bin GUO, Qi HAN, Huihui CHEN, Longfei SHANGGUAN, Zimu ZHOU, and Zhiwen YU Journal Article

JFIX: Semantics-based repair of Java programs via symbolic PathFinder, Xuan-Bach D. LE, Duc-Hiep CHU, David LO, Claire Le GOUES, and Willem VISSER Conference Proceeding Article

Keyword-driven image captioning via Context-dependent Bilateral LSTM, Xiaodan ZHANG, Shengfeng HE, Xinhang SONG, Pengxu WEI, Shuqiang JIANG, Qixiang YE, Jianbin JIAO, and Rynson W. H. LAU Conference Proceeding Article

A decidable fragment in separation logic with inductive predicates and arithmetic, Quang Loc LE, Makoto TATSUTA, Jun SUN, and Wei-Ngan CHIN Conference Proceeding Article

A domain based approach to social relation recognition, Qianru SUN, Bernt SCHIELE, and Mario FRITZ Conference Proceeding Article

ADVISER+: Toward a usable web-based algorithm portfolio deviser, Hoong Chuin LAU, Mustafa MISIR, Xiang LI LI, and Lingxiao JIANG Conference Proceeding Article

A secure, usable, and transparent middleware for permission managers on Android, Daibin WANG, Haixia YAO, Yingjiu LI, Hai JIN, Deqing ZOU, and Robert H. DENG Journal Article

Attribute-based encryption with expressive and authorized keyword search, Hui CUI, Robert H. DENG, Joseph K. LIU, and Yingjiu LI Conference Proceeding Article

Auditing anti-malware tools by evolving Android malware and dynamic loading technique, Yinxing XUE, Guozhu MENG, Yang LIU, Tian Huat TAN, Hongxu CHEN, Jun SUN, and Jie ZHANG Journal Article

A unified framework for vehicle rerouting and traffic light control to reduce traffic congestion, Zhiguang CAO, Siwei JIANG, Jie ZHANG, and Hongliang GUO Journal Article

Automatically locating malicious packages in piggybacked Android apps, Li LI, Daoyuan LI, Tegawende BISSYANDE, Jacques KLEIN, Haipeng CAI, David LO, and Yves LE TRAON Conference Proceeding Article

Cloud-based query evaluation for energy-efficient mobile sensing, Tianli MO, Lipyeow LIM, Sougata SEN, Archan MISRA, Rajesh Krishna BALAN, and Youngki LEE Journal Article

Cyber foraging: Fifteen years later, Rajesh Krishna BALAN and Jason FLINN Journal Article

Deep learning on lie groups for skeleton-based action recognition, Zhiwu HUANG, C. WAN, T. PROBST, and Gool L. VAN Conference Proceeding Article

Demographics of news sharing in the U.S. twittersphere, Julio C.S. REIS, Haewoon KWAK, Jisun AN, Johnnatan MESSIAS, and BENEVENUTO Fabrıcio. Conference Proceeding Article

DeshadowNet: A multi-context embedding deep network for shadow removal, Liangqiong QU, Jiandong TIAN, Shengfeng HE, Yandong TANG, and Rynson W. H. LAU Conference Proceeding Article

Discovering newsworthy themes from sequenced data: A step towards computational journalism, Qi FAN, Yuchen LI, Dongxiang ZHANG, and Kian-Lee Tan TAN Journal Article

Does director interlock impact the diffusion of accounting method choice?, Jie HAN, Nan HU, Ling LIU, and Gaoliang TIAN Journal Article

EHealthPortal: A social support hub for the active living of the elderly, Di WANG and Ah-hwee TAN Conference Proceeding Article

Elderly friendliness evaluation of mobile assistants, Di WANG, Xinjia YU, Simon FAUVEL, Ah-hwee TAN, and Chunyan MIAO Conference Proceeding Article

Fast adaptation of activity sensing policies in mobile devices, Mohammad Abu ALSHEIKH, Dusit NIYATO, Shaowei LIN, Hwee-Pink TAN, and Dong In KIM Journal Article

Fast adaptation of activity sensing policies in mobile devices, Mohammad Abu ALSHEIKH, Dusit NIYATO, Shaowei LIN, Hwee-Pink TAN, and Dong In KIM Journal Article

GMS: Grid-based motion statistics for fast, ultra-robust feature correspondence, Jiawang BIAN, Wen-yan LIN, Matsushita YASUYUKI, Sai-Kit YEUNG, Tan-Dat NGUYEN, and Ming-Ming CHENG Conference Proceeding Article

Hierarchical functional encryption for linear transformations, Shiwei ZHANG, Yi MU, Guomin YANG, and Xiaofen WANG Conference Proceeding Article

How artificial intelligence is impacting manufacturing industry, Deepak SRINIVASAN, Maitreyi Ramesh SWAROOP, Balaji RAJARAM, and Sri Krishan IYER Journal Article

How to enable future faster payments? An evaluation of a hybrid payments settlement mechanism, Zhiling GUO and Yuanzhi HUANG Conference Proceeding Article

Incentivizing the use of bike trailers for dynamic repositioning in bike sharing systems, Supriyo GHOSH and Pradeep VARAKANTHAM Conference Proceeding Article

iUpdater: Low cost RSS fingerprints updating for device-free localization, Liqiong CHANG, Jie XIONG, Yu WANG, Xiaojiang CHEN, Junhao HU, and Dingyi FANG Conference Proceeding Article

JFIX: Semantics-based repair of Java programs via symbolic PathFinder, Xuan Bach D. LE, Duc-Hiep CHU, David LO, GOUES LE, and Willem VISSER Conference Proceeding Article

Mergeable and revocable identity-based encryption, Shengmin XU, Guomin YANG, Yi MU, and Willy SUSILO Conference Proceeding Article

Mining capstone project wikis for knowledge discovery, Swapna GOTTIPATI, Venky SHANKARARAMAN, and Melvrivk GOH Conference Proceeding Article

MopEye: Opportunistic monitoring of per-app mobile network performance, Daoyuan WU, Rocky K. C. CHANG, Weichao LI, Eric K. T. CHENG, and Debin GAO Conference Proceeding Article

Multi-authority ABS supporting dendritic access structure, Ruo MO, Jian-feng MA, Ximeng LIU, and Qi LI Journal Article

Perception and reality: Measuring digital skills in Singapore, Swapna GOTTIPATI Report

Poster: Unobtrusive user verification using piezoelectric energy harvesting, Dong MA, Guohao LAN, Weitao XU, Mahbub HASSAN, and Wen HU Conference Proceeding Article

Privacy-preserving k-time authenticated secret handshakes, Yangguang TIAN, Shiwei ZHANG, Guomin YANG, Yi MU, and Yong YU Conference Proceeding Article

Sparsity based reflection removal using external patch search, Renjie WAN, Boxin SHI, Ah-hwee TAN, and Alex C. KOT Conference Proceeding Article

The making of a successful analytics master degree program: Experiences and lessons drawn for a young and small Asian university, Michelle L. F. CHEONG Journal Article

The role of different tie strength in disseminating different topics on a microblog, Felicia NATALI, Kathleen M. CARLEY, Feida ZHU, and Binxuan HUANG Conference Proceeding Article

TLEL: A two-layer ensemble learning approach for just-in-time defect prediction, Xinli YANG, David LO, Xin XIA, and Jianling SUN Journal Article

Truly multi-modal YouTube-8M video classification with video, audio, and text, Zhe WANG, Kingsley KUAN, Mathieu RAVANT, Gaurav MANEK, Sibo SONG, Yuan FANG, and et al Conference Proceeding Article

An effective change recommendation approach for supplementary bug fixes, Xin XIA and David LO Journal Article

An exploratory study of functionality and learning resources of web APIs on Programmableweb, Yuan TIAN, Pavneet Singh KOCHHAR, and David LO Conference Proceeding Article

Augmenting decisions of taxi drivers through reinforcement learning for improving revenues, Tanvi VERMA, Pradeep VARAKANTHAM, Sarit KRAUS, and Hoong Chuin LAU Conference Proceeding Article

Battery-aware mobile data service, Liang HE, Guozhu MENG, Yu GU, Cong LIU, Jun SUN, Ting ZHU, Yang LIU, and Kang G. SHIN Journal Article

BreathPrint: Breathing acoustics-based user authentication, Jagmohan CHAUHAN, Yining HU, Suranga SEREVIRATNE, Archan MISRA, Aruna SEREVIRATNE, and Youngki LEE Conference Proceeding Article

Bug characteristics in blockchain systems: A large-scale empirical study, Zhiyuan WAN, David LO, Xin XIA, and Liang CAI Conference Proceeding Article

Cataloging GitHub repositories, Abhishek SHARMA, Ferdian THUNG, Pavneet Singh KOCHHAR, Agus SULISTYA, and David LO Conference Proceeding Article

CCA Secure encryption supporting authorized equality test on ciphertexts in standard model and its applications, Yujue WANG, Hwee Hwa PANG, Ngoc Hieu TRAN, and Robert H. DENG Journal Article

Charitable fundraising: Gaining donors' trust on online platforms, Deserinas SULAEMAN Conference Proceeding Article

Collaboration in 360° videochat: Challenges and opportunities, Anthony TANG, Omid FAKOURFAR, Carman NEUSTAEDTER, and Scott BATEMAN Conference Proceeding Article

COMPRESS: A comprehensive framework of trajectory compression in road networks, Yunheng HAN, Weiwei SUN, and Baihua ZHENG Journal Article

Culturally-grounded analysis of everyday creativity in social media: A case study in qatari context, D. Fox HARRELL, Sarah VIEWEG, Haewoon KWAK, Chong-U LIM, Sercan SENGUN, Ali JAHANIAN, and Pablo. ORTIZ Conference Proceeding Article

Cybercrime deterrence and international legislation: Evidence from distributed denial of service attacks, Kai-Lung HUI, Seung Hyun KIM, and Qiu-Hong WANG Journal Article

DeepMon: Mobile GPU-based deep learning framework for continuous vision applications, Nguyen Loc HUYNH, Youngki LEE, and Rajesh Krishna BALAN Conference Proceeding Article

DEMO: DeepMon - Building mobile GPU Deep learning models for continuous vision applications, Loc Nguyen HUYNH, Rajesh Krishna BALAN, and Youngki LEE Conference Proceeding Article

Employing smartwatch for enhanced password authentication, Bing CHANG, Ximing LIU, Yingjiu LI, Pingjian WANG, Wen-Tao ZHU, and Zhan WANG Conference Proceeding Article