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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

Interactive social recommendation, Xin WANG, Steven C. H. HOI, Chenghao LIU, and Martin ESTER Conference Proceeding Article

Introducing people with ASD to crowd work, Kotaro HARA and Jeffrey P. BIGHAM Conference Proceeding Article

Language inclusion checking of timed automata with non-Zenoness, Xinyu WANG, Jun SUN, Ting WANG, and Shengchao QIN Journal Article

Large scale kernel methods for online AUC maximization, Yi DING, Chenghao LIU, Peilin ZHAO, and Steven C. H. HOI Conference Proceeding Article

Leveraging social analytics data for identifying customer segments for online news media, JANSEN, Bernard J, Soon-Gyo JUNG, Jisun AN, Haewoon KWAK, and HAEWOON KWAK Conference Proceeding Article

Modeling check-in behavior with geographical neighborhood influence of venues, Thanh Nam DOAN and Ee Peng LIM Conference Proceeding Article

On analyzing job hop behavior and talent flow networks, Richard J. OENTARYO, Xavier Jayaraj Siddarth ASHOK, Ee-peng LIM, and Philips Kokoh PRASETYO Conference Proceeding Article

On locating malicious code in piggybacked Android apps, Li LI, Daoyuan LI, Tegawende F. BISSYANDE, Jacques KLEIN, Haipeng CAI, David LO, and Yves LE TRAON Journal Article

Predicting indoor crowd density using column-structured deep neural network, Akihito SUDO, Teck Hou (DENG Dehao) TENG, Hoong Chuin LAU, and Yoshihide SEKIMOTO Conference Proceeding Article

Presence attestation: The missing link in dynamic trust bootstrapping, Zhangkai ZHANG, Xuhua DING, Gene TSUDIK, Jinhua CUI, and Zhoujun LI Conference Proceeding Article

Second-order online active learning and its applications, Shuji HAO, Jing LU, Peilin ZHAO, Chi ZHANG, Steven C. H. HOI, and Chunyan MIAO Journal Article

Selective value coupling learning for detecting outliers in high-dimensional categorical data, Guansong PANG, Hongzuo XU, CAO Longbing, and Wentao ZHAO Conference Proceeding Article

SemVis: Semantic visualization for interactive topical analysis, LE VAN MINH TUAN and Hady Wirawan LAUW Conference Proceeding Article

SourceVote: Fusing multi-valued data via inter-source agreements, Xiu Susie FANG, Quan Z. SHENG, Xianzhi WANG, Mahmoud BARHAMGI, Lina YAO, and Anne H.H. NGU Conference Paper

SourceVote: Fusing multi-valued data via inter-source agreements, Xiu Susie FANG, Quan Z. SHENG, Xianzhi WANG, Mahmoud BARHAMGI, Lina YAO, and Anne H.H. NGU Conference Proceeding Article

Temporal understanding of human mobility: A multi-time scale analysis, Tongtong LIU, Zheng YANG, Yi ZHAO, Chenshu WU, Zimu ZHOU, and Yunhao LIU Journal Article

The impact of coverage on bug density in a large industrial software project, Thomas BACH, Artur ANDRZEJAK, Ralf PANNEMANS, and David LO Conference Proceeding Article

Tweet Geolocation: Leveraging location, user and peer signals, Wen-Haw CHONG and Ee Peng LIM Conference Proceeding Article

Understanding inactive yet available assignees in GitHub, Jing JIANG, David LO, Xinyu MA, Fuli FENG, and Li ZHANG Journal Article

Unsupervised topic hypergraph hashing for efficient mobile image retrieval, Lei ZHU, Jialie SHEN, Liang XIE, and Zhiyong CHENG Journal Article

Vireo @ TRecViD 2017: Video-to-text, ad-hoc video search and video hyperlinking, Phuong Anh NGUYEN, Qing LI, Zhi-Qi CHENG, Yi-Jie LU, Hao ZHANG, Xiao WU, and Chong-wah NGO Conference Paper

Escaping together: The design and evaluation of a distributed real-life escape room, Hanieh SHAKERI, Samarth SINGHAL, Rui PAN, Carman NEUSTAEDTER, and Anthony TANG Conference Proceeding Article

Thinking about how to think: Cognitive skills to stay relevant in a digital economy, Siu Loon HOE Journal Article

Visualizing chemicals detection VAST 2017 Mini Challenge 2, Jiaqi ZHANG, Ximeng LIU, Hongjun QIAN, and Tin Seong KAM Conference Proceeding Article

Design and implementation of a CSI-based ubiquitous smoking detection system, Xiaolong ZHENG, Jilian WANG, Longfei SHANGGUAN, Zimu ZHOU, and Yunhao LIU Journal Article

A conceptual framework for analyzing students' feedback, Venky SHANKARARAMAN, Swapna GOTTIPATI, and Sandy GAN Conference Proceeding Article

A validated set of smells in model-view-controller architectures, Maurício ANICHE, Gabriele BAVOTA, Christoph TREUDE, Arie VAN DEURSEN, and Marco Aurélio GEROSA Conference Proceeding Article

Benchmarking single-image reflection removal algorithms, Renjie WAN, Boxin SHI, Ling-Yu DUAN, Ah-hwee TAN, and Alex C. KOT Conference Proceeding Article

Combinatorial auction for transportation matching service: Formulation and adaptive large neighborhood search heuristic, Baoxiang LI and Hoong Chuin LAU Conference Proceeding Article

Cross-modal recipe retrieval with rich food attributes, Jingjing CHEN, Chong-wah NGO, and Tat-Seng CHUA Conference Proceeding Article

Delving into salient object subitizing and detection, Shengfeng HE, Jianbo JIAO, Xiaodan ZHANG, Guoqiang HAN, and Rynson W.H LAU Conference Proceeding Article

Design and implementation of an enterprise integrated project environment: Experience from an information systems program, Swapna GOTTIPATI and Venky SHANKARARAMAN Conference Proceeding Article

Efficient and robust emergence of norms through heuristic collective learning, Jianye HAO, Jun SUN, Guangyong CHEN, Zan WANG, Chao YU, and Zhong MING Journal Article

Every step you take, I’ll be watching you: Practical StepAuth-entication of RFID paths, Kai BU and Yingjiu LI Journal Article

Every step you take, I’ll be watching you: Practical StepAuth-entication of RFID paths, Kai BU and Yingjiu LI Journal Article

FastShrinkage: Perceptually-aware retargeting toward mobile platforms, Zhenguang LIU, Zepeng WANG, Luming ZHANG, Rajiv Ratn SHAH, Yingjie XIA, Yi YANG, and Wei LIU Conference Proceeding Article

Interactive Visual Analytics Application for Spatiotemporal Movement Data VAST Challenge 2017 Mini-Challenge 1: Award for Actionable and Detailed Analysis, Yifei GUAN and Tin Seong KAM Conference Proceeding Article

JSForce: A forced execution engine for malicious javascript detection, Xunchao HU, Yao CHENG, Yue DUAN, Andrew HENDERSON, and Heng YIN Conference Proceeding Article

O2O service composition with social collaboration, Wenyi QIAN, Xin PENG, Jun SUN, Yijun YU, Bashar NUSEIBEH, and Wenyun ZHAO Conference Proceeding Article

On negative results when using sentiment analysis tools for software engineering research, Robbert JONGELING, Proshanta SARKAR, Subhajit DATTA, and Alexander SEREBRENIK Journal Article

PIC2DISH: A customized cooking assistant system, Yongsheng AN, Yu CAO, Jingjing CHEN, Chong-wah NGO, Jia JIA, Huanbo LUAN, and Tat-Seng CHUA Conference Proceeding Article

Semantic reasoning in zero example video event retrieval, M. H. T. DE BOER, Yi-Jie LU, Hao ZHANG, Klamer SCHUTTE, Chong-wah NGO, and Wessel KRAAIJ Journal Article

SOL: A library for scalable online learning algorithms, Yue WU, Steven C. H. HOI, Chenghao LIU, Jing LU, Doyen SAHOO, and Nenghai YU Journal Article

Spatio-temporal analysis and prediction of cellular traffic in metropolis, Xu WANG, Zimu ZHOU, Zheng YANG, Yunhao LIU, and Chunyi PENG Conference Proceeding Article

Spatiotemporal identification of anomalies in a wildlife preserve, Bharadwaj KISHAN, Jason Guan Jie ONG, Yanrong ZHANG, and Tin Seong KAM Conference Proceeding Article

Strong authenticated key exchange with auxiliary inputs, Rongmao CHEN, Yi MU, Guomin YANG, Willy SUSILO, and Fuchun GUO Journal Article

TagScan: Simultaneous target imaging and material identification with commodity RFID devices, Ju WANG, Jie XIONG, Xiaojiang CHEN, Hongbo JIANG, Rajesh Krishna BALAN, and Dingyi FANG Conference Proceeding Article

Target material identification with commodity RFID devices, Xinyi LI, Chao FENG, Nana DING, Ju WANG, Jie XIONG, Yuhui REN, Xiaojiang CHEN, and Dingyi FANG Conference Proceeding Article

Visual sentiment analysis for review images with item-oriented and user-oriented CNN, Quoc Tuan TRUONG and Hady W. LAUW Conference Proceeding Article

Which packages would be affected by this bug report?, Qiao HUANG, David LO, Xin XIA, Qingye WANG, and Shanping LI Conference Proceeding Article

GraphH: High performance big graph analytics in small clusters, Peng SUN, Yonggang WEN, Nguyen Binh Duong TA, and Xiaokui XIAO Conference Proceeding Article

JoanAudit: A tool for auditing common injection vulnerabilities, Julian THOME, Lwin Khin SHAR, Domenico BIANCULLI, and Lionel BRIAND Conference Proceeding Article

Expert as a service: Software expert recommendation via knowledge domain embeddings in stack overflow, Chaoran HUANG, Lina YAO, Xianzhi WANG, Boualem BENATALLAH, and Quan Z. SHENG Conference Proceeding Article

Expert as a service: Software expert recommendation via knowledge domain embeddings in stack overflow, Chaoran HUANG, Lina YAO, Xianzhi WANG, Boualem BENATALLAH, and Quan Z. SHENG Conference Proceeding Article

Sequential schemes for frequentist estimation of properties in statistical model checking, Cyrille JEGOUREL, Jun SUN, and Jin Song DONG Conference Proceeding Article

An efficient privacy-preserving outsourced computation over public data, Ximeng LIU, Baodong QIN, Robert H. DENG, and Yingjiu LI Journal Article

An unsupervised multilingual approach for online social media topic identification, Siaw Ling LO, Raymond CHIONG, and David CORNFORTH Journal Article

AudioSense: Sound-based shopper behavior analysis system, Amit SHARMA and Youngki LEE Conference Proceeding Article

Automated Android application permission recommendation, Lingfeng BAO, David LO, Xin XIA, and Shanping LI Journal Article

CLSTERS: A general system for reducing errors of trajectories under challenging localization situations, Hao WU, Weiwei SUN, Baihua ZHENG, Li YANG, and Wei ZHOU Journal Article

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

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

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

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