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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 2015 2015

Competition, Cooperation and Regulation: Understanding the Evolution of the Mobile Payments Technology Ecosystem, Jun LIU, Robert J. KAUFFMAN, and Dan MA Journal Article

Designing bus transit services for routine crowd situations at large event venues, Jianli DU, Shih-Fen CHENG, and Hoong Chuin LAU Conference Proceeding Article

Did you expect your users to say this?: Distilling unexpected micro-reviews for venue owners, Wen-Haw CHONG, Bingtian DAI, and Ee-Peng LIM Conference Proceeding Article

Evaluation and Improvement of Procurement Process with Data Analytics, Melvin H. C. TAN and Wee Leong LEE Journal Article

Event and strategy analytics, Jin Song DONG, Jun SUN, Yang LIU, Yuan-Fang LI, Jing SUN, and Ling SHI Conference Proceeding Article

From physical security to cybersecurity, Arunesh SINHA, Thanh H. NGUYEN, Debarun KAR, Matthew BROWN, Milind TAMBE, and Albert Xin JIANG Journal Article

How Practitioners Perceive the Relevance of Software Engineering Research, David LO, Nachiappan NAGAPPAN, and Thomas ZIMMERMANN Conference Proceeding Article

Information Retrieval and Spectrum Based Bug Localization: Better Together, Tien-Duy B. LE, Richard J. OENTARYO, and David LO Conference Proceeding Article

Latent Factors Meet Homophily in Diffusion Modelling, Duc Minh LUU and Ee-peng LIM Conference Proceeding Article

Learning of business processes & application: An industry-ready approach, Yi Meng LAU, Yu Yee POON, and Mike WEE Conference Paper

Maximum Rank Query, Kyriakos MOURATIDIS, Jilian ZHANG, and Hwee Hwa PANG Conference Proceeding Article

Mining Revenue-Maximizing Bundling Configuration, Loc DO, Hady Wirawan LAUW, and Ke WANG Conference Proceeding Article

Multi-Factor Duplicate Question Detection in Stack Overflow, Yun ZHANG, David LO, Xin XIA, and Jian Ling SUN Journal Article

Name list only? Target entity disambiguation in short texts, Yixin CAO, Juanzi LI, Xiaofei GUO, Shuanhu BAI, Heng JI, and Jie TANG Conference Proceeding Article

Near Real-Time Retail Payment and Settlement Systems Mechanism Design, Zhiling GUO, Robert John KAUFFMAN, Mei LIN, and Dan MA Working Paper

Need Accurate User Behaviour?: Pay Attention To Groups!, Kasthuri JAYARAJAH, Youngki LEE, Archan MISRA, and Rajesh Krishna BALAN Conference Proceeding Article

On indistinguishability in remote data integrity checking, Xinyu FAN, Guomin YANG, Yi MU, and Yong YU Journal Article

On Security of Content-based Video Stream Authentication, Swee Won LO; Zhou WEI; DENG, Robert H.; and Xuhua DING Conference Proceeding Article

Real-time targeted influence maximization for online advertisements, Yuchen LI, Dongxiang ZHANG, and Kian-Lee TAN Conference Proceeding Article

Sandra Helps You Learn: The More You Walk, The More Battery Your Phone Drains, Chulhong MIN, Chungkuk YOO, Inseok HWANG, Seungwoo KANG, Youngki LEE, Seungchul LEE, Pillsoon PARK, Changhun LEE, and Seungpyo Choi CHOI Conference Proceeding Article

Scalable Parallelization of Specification Mining using Distributed Computing, Shaowei WANG, David LO, Lingxiao JIANG, Shahar Maoz, and Aditya Budi Book Chapter

Server-aided Revocable Identity-based Encryption, Baodong QIN; DENG, Robert H.; Yingjiu LI; and Shengli LIU Conference Proceeding Article

Spatial and Temporal Trends in Information Technology Outsourcing, Arti MANN, David FOLCH, Robert J. KAUFFMAN, and Luc ANSELIN Journal Article

Special issue: Contemporary research on payments and cards in the global Fintech revolution, Robert John KAUFFMAN and Dan MA Journal Article

Summarizing and measuring development activity, Christoph TREUDE, Fernando FIGUEIRA FILHO, and Uirá KULESZA Conference Proceeding Article

TagCombine: Recommending Tags to Contents in Software Information Sites, Xin Yu WANG, Xin XIA, and David LO Journal Article

ToneTrack: Leveraging frequency-agile radios for time-based indoor wireless, Jie XIONG, Karthikeyan SUNDARESAN, and Kyle JAMIESON Conference Proceeding Article

Towards Opinion Summarization from Online Forums, DING YING and Jing JIANG Conference Proceeding Article

Trace element composition of PM2.5 and PM10 from Kolkata - a heavily polluted Indian metropolis, Reshmi DAS, Bahareh KHEZRI, Bijayen SRIVASTAVA, Subhajit DATTA, Pradip Kumar SIKDAR, Richard D. WEBSTER, and Xianfeng WANG Journal Article

UEDashboard: Awareness of unusual events in commit histories, Larissa LEITE, Christoph TREUDE, and Fernando FIGUEIRA FILHO Conference Proceeding Article

Using content-level structures for summarizing microblog repost trees, Jing LI, Wei GAO, Zhongyu WEI, Baolin PENG, and Kam-Fai WONG Conference Proceeding Article

Using content-level structures for summarizing microblog repost trees, Jing LI, Wei GAO, Zhongyu WEI, Baolin PENG, and Kam-Fai WONG Conference Proceeding Article

Efficient Order Sharing with Privacy Preservation via Double Auction with Split Delivery, Handoko Stephanus Daniel and Hoong Chuin LAU Conference Proceeding Article

Special Section: Online Social Connections: Efficiency Versus Regulation [Editorial], Eric K. CLEMONS, Rajiv M. DEWAN, Robert John KAUFFMAN, and Thomas A. WEBER Journal Article

Digital rights strategies in a virtual world marketplace, Yuanrong HU, Si FAN, and QIU-HONG WANG Conference Proceeding Article

Ad-hoc automated teller machine failure forecast and field service optimization, Michelle L. F. CHEONG, Ping Shung KOO, and B. Chandra BABU Conference Proceeding Article

Apparatus and method for determining the location of a mobile device using multiple wireless access points, Kyle JAMIESON and Jie XIONG Patent

Applying geocaching principles to site-based citizen science and eliciting reactions via a technology probe, Matthew A. DUNLAP, Anthony TANG, and Saul GREENBERG Journal Article

A study on the geographical distribution of Brazil’s prestigious software developers, Fernando FIGUEIRA FILHO, Marcelo Gattermann PERIN, Christoph TREUDE, Sabrina MARCZAK, Leandro de Almeida MELO, Igor MARQUES DA SILVA, and Lucas BIBIANO DOS SANTOS Journal Article

Cooperation in delay-tolerant networks with wireless energy transfer: Performance analysis and optimization, Dusit NIYATO, Ping WANG, Hwee-Pink TAN, Walid SAAD, and Dong In KIM Journal Article

Decomposition Techniques for Urban Consolidation Problems, Duc Thien NGUYEN, Hoong Chuin LAU, and Akshat KUMAR Conference Proceeding Article

Deep Learning for Just-In-Time Defect Prediction, Xinli YANG, David LO, Xin XIA, Yun ZHANG, and Jianling SUN Conference Proceeding Article

Event detection: Exploiting socio-physical interactions in physical spaces, Kasthuri JAYARAJAH, Archan MISRA, Xiao-Wen RUAN, and Ee-peng LIM Conference Proceeding Article

Facilitating Image Search with a Scalable and Compact Semantic Mapping, Meng WANG, Weisheng Li, Dong Liu, Bingbing Ni, Jialie SHEN, and Shuicheng YAN Journal Article

FaitCrowd: Fine grained truth discovery for crowdsourced data aggregation, Fenglong MA, Yaliang LI, Qi LI, Minghui QIU, Jing GAO, Shi ZHI, Lu SU, Bo ZHAO, and Jiawei HAN Conference Proceeding Article

Fast Object Retrieval using Direct Spatial Matching, Zhiyuan ZHONG, Jianke ZHU, and Steven C. H. HOI Journal Article

Fusing Heterogeneous Data for Alzheimer's Disease Classification, P. S. Pillai and Tze-Yun LEONG Conference Proceeding Article

Gibberish, assistant, or master? Using tweets linking to news for extractive single-document summarization, Zhongyu WEI and Wei GAO Conference Proceeding Article

Massive open online networks for urban sensing: Design, deployment and challenges, Hwee Xian TAN and Hwee-Pink TAN Conference Proceeding Article

Memes as building blocks: a case study on evolutionary optimization + transfer learning for routing problems, Liang FENG, Yew-Soon ONG, Ah-hwee TAN, and Ivor W. TSANG Journal Article

Municipal solid waste collection optimization in Singapore, Weijian XUE, Kai CAO, and Wenwen LI Journal Article

Neural modeling of sequential inferences and learning over episodic memory, Budhitama SUBAGDJA and Ah-hwee TAN Journal Article

On mining lifestyles from user trip data, Meng-Fen CHIANG and Ee-peng LIM Conference Proceeding Article

On the Usefulness of Ownership Metrics in Open-source Software Projects, Matthieu FOUCAULT, Cédric TEYTON, David LO, Xavier. BLANC, and Jean-Rémy FALLERI Journal Article

SAILS: Hybrid algorithm for the Team Orienteering Problem with Time Windows, Aldy GUNAWAN, Hoong Chuin LAU, and Kun LU Conference Proceeding Article

Semi-supervised hashing with semantic confidence for large scale visual search, Yingwei PAN, Ting YAO, Houqiang LI, Chong-wah NGO, and Tao MEI Conference Proceeding Article

The AutoProof Verifier: Usability by non-experts and on standard code, Carlo A. FURIA, Christopher M. POSKITT, and Julian TSCHANNEN Conference Proceeding Article

Topological spatial verification for instance search, Wei ZHANG and Chong-wah NGO Journal Article

Towards a robust sparse data representation in wireless sensor networks, Abu Alsheik MOHAMMAD, Shaowei LIN, Hwee-Pink TAN, and Dusit NIYATO Conference Proceeding Article

Tweet sentiment: From classification to quantification, Wei GAO and Fabrizio SEBASTIANI Conference Proceeding Article

Topic Modeling with Document Relative Similarities, Jianguang DU, Jing JIANG, Dandan SONG, and Lejian LIAO Conference Proceeding Article

Automatic detection of frustration of novice programmers from contextual and keystroke logs, Hua Leong FWA Conference Proceeding Article

A Framework for Embedding Analytics in a Business Process, SHANKARARAMAN, Venky and GOTTIPATI Swapna Conference Proceeding Article

Detection and classification of malicious JavaScript via attack behavior modelling, Yinxing XUE, Junjie WANG, Yang LIU, Hao XIAO, Jun SUN, and Mahinthan CHANDRAMOHAN Conference Proceeding Article

An Empirical Study of Bug Fixing Rate, Weiqin ZOU, Xin XIA, Weiqiang ZHANG, Zhenyu CHEN, and David LO Conference Proceeding Article

On multipath link characterization and adaptation for device-free human detection, Zimu ZHOU, Zheng YANG, Chenshu WU, Yunhao LIU, and Lionel M. NI Conference Proceeding Article

A comparative study between motivated learning and reinforcement learning, James T. GRAHAM, Janusz A. STARZYK, Zhen NI, Haibo HE, T.-H. TENG, and Ah-Hwee TAN Conference Proceeding Article

A Convolution Kernel Approach to Identifying Comparisons in Text, Maksim TKACHENKO and Hady W. LAUW Conference Proceeding Article

Active semi-supervised approach for checking app behavior against its description, MA SIQI; Shaowei WANG; David LO; DENG, Robert H.; and Cong SUN Conference Proceeding Article

A Hassle-free Unsupervised Domain Adaptation Method using Instance Similarity Features, Jianfei YU and Jing JIANG Conference Proceeding Article

An adaptive computational model for personalized persuasion, Yilin KANG, Ah-hwee TAN, and Chunyan MIAO Conference Proceeding Article

An Empirical Study of Classifier Combination on Cross-Project Defect Prediction, Yun ZHANG, David LO, Xin XIA, and Jianling SUN Conference Proceeding Article

A new general framework for secure public key encryption with keyword search, Rongmao CHEN, Yi MU, Guomin YANG, Fuchun GUO, and Xiaofen WANG Conference Proceeding Article

A new public remote integrity checking scheme with user privacy, Yiteng FENG, Yi MU, Guomin YANG, and Joseph LIU Conference Proceeding Article

Attribute-based encryption with efficient verifiable outsourced decryption, Baodong QIN, Robert H. DENG, Shengli LIU, and Siqi MA Journal Article

Attribute-based encryption with efficient verifiable outsourced decryption, Baodong QIN, Robert H. DENG, Shengli LIU, and Siqi MA Journal Article

Cross-Promotion in Social Media: Choosing the Right Allies, Tingting SONG and Qian TANG Conference Proceeding Article

Fast, accurate, and reliable molecular docking with QuickVina 2, Amr ALHOSSARY, Stephanus Daniel HANDOKO, Yuguang MU, and Chee-Keong KWOH Journal Article

Fast Optimal Aggregate Point Search for a Merged Set on Road Networks, Weiwei SUN, Chong CHEN, Baihua ZHENG, Chunan CHEN, Liang ZHU, Weimo LIU, and Yan HUANG Journal Article

Improving Patient Flow with Data-Driven Patient Prioritization Method in the Emergency Department, Kar Way TAN and Sean Shao Wei LAM Conference Paper

Investments in Internet-based Innovations in Financial Services: Advantage or Necessity?, Kim Huat GOH and Robert J. KAUFFMAN Journal Article

Landmark Classification With Hierarchical Multi-Modal Exemplar Feature, Lei ZHU, Jialie SHEN, and Hai JIN Journal Article

Landmark Classification with Hierarchical Multi-Modal Exemplar Feature, Lei ZHU, Jialie SHEN, Hai JIN, Liang XIE, and Ran ZHENG Journal Article

Log-euclidean metric learning on symmetric positive definite manifold with application to image set classification, Zhiwu HUANG, R. WANG, S. SHAN, X. LI, and X. CHEN Conference Proceeding Article

Message Passing for Collective Graphical Models, Tao SUN, Daniel SHELDON, and Akshat KUMAR Conference Proceeding Article

Online learning to rank for content-based image retrieval, Ji WAN, Pengcheng WU, Steven C. H. HOI, Peilin ZHAO, Xingyu GAO, Dayong WANG, Yongdong. ZHANG, and Jintao LI Conference Proceeding Article

Optimizing selection of competing features via feedback-directed evolutionary algorithms, Tian Huat TAN, Yinxing XUE, Manman CHEN, Jun SUN, Yang LIU, and Jin Song Dong DONG Conference Proceeding Article

Personalized sentiment classification based on latent individuality of microblog users, Kaisong SONG, Shi FENG, Wei GAO, Daling WANG, Ge YU, and Kam-Fai WONG Conference Proceeding Article

Privacy-preserving offloading of mobile app to the public cloud, Yue DUAN, Mu ZHANG, Heng YIN, and Yuzhe TANG Conference Proceeding Article

Probabilistic Inference Based Message-Passing for Resource Constrained DCOPs, Supriyo GHOSH, Akshat KUMAR, and Pradeep VARAKANTHAM Conference Proceeding Article

Production Cost Heterogeneity in a Circular-City Model, Mei LIN and Ruhai WU Journal Article

Reliability assessment for distributed systems via communication abstraction and refinement, Lin GUI, Jun SUN, Yang LIU, and Jin Song DONG Conference Proceeding Article

S-Looper: Automatic summarization for multipath string loops, Xiaofei XIE, Yang LIU, Wei LE, Xiaohong LI, and Hongxu CHEN Conference Proceeding Article

SOLAR: Scalable Online Learning Algorithms for Ranking, Jialei WANG, Ji WAN, Yongdong ZHANG, and Steven C. H. HOI Conference Proceeding Article

Structured learning from heterogeneous behavior for social identity linkage, Siyuan LIU, Shuhui WANG, and Feida ZHU Journal Article

Towards City-scale Mobile Crowdsourcing: Task Recommendations under Trajectory Uncertainties, CHEN CEN, Shih-Fen CHENG, Hoong Chuin LAU, and Archan MISRA Conference Proceeding Article

Using tweets to help sentence compression for news highlights generation, Zhongyu WEI, Yang LIU, Chen LI, and Wei GAO Conference Proceeding Article

CICC: A Fine-grained, Semantic-aware, and Transparent Approach to Preventing Permission Leaks for Android Permission Managers, Daibin WANG; Haixia YAO; Yingjiu LI; Hai JIN; Deqing ZOU; and DENG, Robert H. Conference Proceeding Article

Adaptive Duty Cycling in Sensor Networks via Continuous Time Markov Chain Modelling, Ronald Wai Hong Chan, Pengfei Zhang, Wenyu Zhang, Ido Nevat, Alvin Cerdena VALERA, and Hwee Xian TAN Conference Proceeding Article

Direct structure estimation for 3D reconstruction, Nianjuan JIANG, Wen-yan LIN, Minh N. DO, and Jiangbo LU Conference Proceeding Article