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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

Code coverage and postrelease defects: A large-scale study on open source projects, Pavneet Singh KOCHHAR, David LO, Julia LAWALL, and Nachiappan NAGAPPAN Journal Article

Combining machine-based and econometrics methods for policy analytics insights, Robert J. KAUFFMAN, Kwansoo KIM, Sang-Yong Tom LEE, Ai Phuong HOANG, and Jing REN Journal Article

Convergence of media attention across 129 countries, Jisun AN, Hassan ALDARBESTI, and Haewoon KWAK Conference Proceeding Article

EvoPass: Evolvable graphical password against shoulder-surfing attacks, Xingjie YU, Zhan WANG, Yingjiu LI, Liang LI, Wen Tao ZHU, and Li SONG Journal Article

Genomic security (Lest we forget), Tatiana BRADLEY, Xuhua DING, and Gene TSUDIK Journal Article

GitHub and Stack Overflow: Analyzing developer interests across multiple social collaborative platforms, Ka Wei Roy LEE and David LO Conference Proceeding Article

IND-PCA secure KEM is enough for password-based authenticated key exchange (short paper), Haiyang XUE, Bao LI, and Xianhui LU Conference Proceeding Article

Inferring spread of readers’ emotion affected by online news, Agus SULISTYA, Ferdian THUNG, and David LO Conference Proceeding Article

Joint image denoising and disparity estimation via stereo structure PCA and noise-tolerant cost, Jianbo JIAO, Qingxiong YANG, Shengfeng HE, Shuhang GU, Lei ZHANG, and Rynson W. H. LAU Journal Article

Loopster: Static loop termination analysis, Xiaofei XIE, Bihuan CHEN, Liang ZOU, Shang-Wei LIN, Yang LIU, and Xiaohong LI Conference Proceeding Article

Micro-review synthesis for multi-entity summarization, Thanh-Son NGUYEN, Hady W. LAUW, and Panayiotis TSAPARAS Journal Article

Multidimensional analysis of the news consumption of different demographic groups on a nationwide scale, Jisun. AN and Haewoon KWAK Conference Proceeding Article

NLP2Code: Code snippet content assist via natural language tasks, Brock A. CAMPBELL and Christoph TREUDE Conference Proceeding Article

On-demand developer documentation, Martin P. ROBILLARD, Andrian MARCUS, Christoph TREUDE, Gabriele BAVOTA, Oscar CHAPARRO, Neil ERNST, Marco Aurélio GEROSA, Michael GODFREY, Michele LANZA, Mario LINARES-VASQUEZ, Gail C. MURPHY, Laura MORENO, David SHEPHERD, and Edmund WONG Conference Proceeding Article

On-demand time blurring to support side-channel defense, Weijie LIU, Debin GAO, and Michael K. REITER Conference Proceeding Article

Parallel personalized pagerank on dynamic graphs, Wentian GUO, Yuchen LI, Yuchen LI, and Kian-Lee TAN Conference Proceeding Article

Personality and project success: Insights from a large-scale study with professionals, Xin XIA, David LO, Lingfeng BAO, Abhishek SHARMA, and Shanping LI Conference Proceeding Article

Personalized microtopic recommendation on microblogs, Yang LI, Jing JIANG, Ting LIU, Minghui QIU, and Xiaofei SUN Journal Article

S3: Syntax- and semantic-guided repair synthesis via programming by examples, Xuan-Bach D. LE, Duc-Hiep CHU, David LO, Claire LE GOUES, and Willem VISSER Conference Proceeding Article

Stylizing face images via multiple exemplars, Yibing SONG, Linchao BAO, Shengfeng HE, Qingxiong YANG, and Ming-Hsuan YANG Journal Article

SugarMate: Non-intrusive blood glucose monitoring with smartphones, Weixi GU, Yuxun ZHOU, Zimu ZHOU, Xi LIU, Han ZOU, Pei ZHANG, Costas J. SPANOS, and Lin ZHANG Journal Article

Supervised vs unsupervised models: A holistic look at effort-aware just-in-time defect prediction, Qiao HUANG, Xin XIA, and David LO Conference Proceeding Article

Understanding stack overflow code fragments, Christoph TREUDE and Martin P. ROBILLARD Conference Proceeding Article

Unobtrusive monitoring to detect depression for elderly with chronic illnesses, Jung-Yoon KIM, Na LIU, Hwee Xian TAN, and Chao-Hsien CHU Journal Article

VCKSM: Verifiable conjunctive keyword search over mobile e-health cloud in shared multi-owner settings, Yinbin MIAO, Jianfeng MA, Ximeng LIU, Qi JIANG, Junwei ZHANG, Limin SHEN, and Zhiquan LIU Journal Article

VuRLE: Automatic vulnerability detection and repair by learning from examples, MA SIQI, Ferdian THUNG, David LO, Cong SUN, and Robert H. DENG Conference Proceeding Article

What makes a competent change manager? The importance of developing the “right” attitudes, Siu Loon HOE Journal Article

XSearch: A domain-specific cross-language relevant question retrieval tool, Bowen XU, Zhenchang XING, Xin XIA, David LO, and Xuan-Bach D. LE Conference Proceeding Article

An approach for self-training audio event detectors using web data, Benjamin ELIZALDE, Ankit SHAH, Siddharth DALMIA, Min Hun LEE, Rohan BADLANI, Anurag KUMAR, Bhiksha RAJ, and Ian LANE Conference Proceeding Article

Region average pooling for context-aware object detection, Kingsley KUAN, Gaurav MANEK, Jie LIN, Yuan FANG, and Vijay CHANDRASEKHAR Conference Proceeding Article

An experimental comparison of two machine learning approaches for emotion classification, Wangchuchu ZHAO and Keng SIAU Conference Proceeding Article

A critical evaluation of spectrum-based fault localization techniques on a large-scale software system, Fabian KELLER, Lars GRUNSKE, Simon HEIDEN, Antonio FILIERI, Andre Van HOORN, and David LO Conference Proceeding Article

Detect rumors in microblog posts using propagation structure via kernel learning, Jing MA, Wei GAO, and Kam-Fai WONG Conference Proceeding Article

Trust management in mobile platforms, Zheng YAN, Yanxiao CHENG, Ping YAN, and Robert H. DENG Book Chapter

From retweet to believability: Utilizing trust to identify rumor spreaders on Twitter, Bhavtosh RATH, Wei GAO, Jing MA, and Jaideep SRIVASTAVA Conference Proceeding Article

Accelerating dynamic graph analytics on GPUs, Mo SHAN, Yuchen LI, Bingsheng HE, and Kian-Lee TAN Conference Proceeding Article

A research stream on sentiment analysis, B. YUAN and Keng SIAU Conference Proceeding Article

Basket-sensitive personalized item recommendation, Duc Trong LE, Hady W. LAUW, and Yuan FANG Conference Proceeding Article

Bridge text and knowledge by learning multi-prototype entity mention embedding, Yixin CAO, Lifu HUANG, Heng JI, Xu CHEN, and Juanzi LI Conference Proceeding Article

Can syntax help? Improving an LSTM-based Sentence Compression Model for New Domains, Liangguo WANG, Jing JIANG, Hai Leong CHIEU, Chen Hui ONG, Dandan SONG, and Lejian LIAO Conference Proceeding Article

Deepfacade: A deep learning approach to facade parsing, Hantang LIU, Jialiang ZHANG, Jianke ZHU, and Steven C. H. HOI Conference Proceeding Article

Don’t bury your head in warnings: A game-theoretic approach for intelligent allocation of cyber-security alerts, Aaron SCHLENKER, Haifeng XU, Mina GUIRGUIS, Christopher KIEKINTVELD, Arunesh SINHA, Milind TAMBE, Solomon SONYA, Darryl BALDERAS, and Noah DUNSTATTER Conference Proceeding Article

Embedding-based representation of categorical data by hierarchical value coupling learning, Songlei JIAN, Longbing CAO, Guansong PANG, Kai LU, and Hang GAO Conference Proceeding Article

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

Impact of artificial intelligence, robotics, and automation on higher education, Keng SIAU Conference Proceeding 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

Using cognitive maps of mental models to evaluate learning challenges: A case study, Z. SHEN and Keng SIAU Conference Proceeding 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