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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 2014 2014

Near-Optimal Nonmyopic Contact Center Planning using Dual Decomposition, Akshat KUMAR, Sudhanshu SINGH, Pranav GUPTA, and Gyana PARIJA Conference Proceeding Article

On predicting religion labels in microblogging networks, Minh Thap NGUYEN and Ee Peng LIM Conference Proceeding Article

Predicting airline passenger load : A Case Study, Nang Laik MA, Murphy CHOY, and Prabir Sen Conference Paper

Predicting the popularity of Web 2.0 items based on user comments, Xiangnan HE, Ming Gao, Min-Yen KAN, Yiqun LIU, and Kazunari SUGIYAMA Conference Proceeding Article

Predictive and Decision Analytics for Proactive Business Processes in Emergency Room and Outpatient Clinic Services, Kar Way TAN, Swapna GOTTIPATI, and Lian Chee KOH Presentation

Reinforcement learning for adaptive operator selection in memetic search applied to Quadratic Assignment Problem, Stephanus Daniel HANDOKO, Duc Thien Nguyen, Zhi YUAN, and Hoong Chuin LAU Conference Proceeding Article

Scalable detection of missed cross-function refactorings, Narcisa Andreea MILEA, Lingxiao JIANG, and Siau-Cheng KHOO Conference Proceeding Article

SOML: Sparse Online Metric Learning with Application to Image Retrieval, Xingyu GAO, Steven C. H. HOI, Yongdong ZHANG, Ji WAN, and Jintao LI Conference Proceeding Article

STREETS: Game-Theoretic Traffic Patrolling with Exploration and Exploitation, Matthew BROWN, Sandhya SAISUBRAMANIAN, Pradeep VARAKANTHAM, and Milind TAMBE Conference Proceeding Article

Synchronicity: Pushing the envelope of fine-grained localization with distributed MIMO, Jie XIONG, Kyle JAMIESON, and Karthikeyan SUNDARESAN Conference Proceeding Article

Understanding the paradigm shift to computational social science in the presence of big data, Ray M. CHANG, Robert J. KAUFFMAN, and Young Ok KWON Journal Article

Unified Banking Profess Framework (UBPF) Wiki, Maitreyi Ramesh Swaroop and Enoch Chng Report

User daily activity pattern learning: A multi-memory modeling approach, Shan GAO and Ah-hwee TAN Conference Proceeding Article

Verifying monadic second-order properties of graph programs, Christopher M. POSKITT and Detlef PLUMP Conference Proceeding Article

BING: Binarized normed gradients for objectness estimation at 300fps, Ming-Ming CHENG, Yun LIU, Wen-yan LIN, Ziming ZHANG, and Paul L. TORR ROSIN Conference Proceeding Article

The Dynamics of Online Consumer’s Purchase Pattern: Hidden Markov Model, Young Soo KIM and Ramayya Krishnan Presentation

Air Indexing for On-Demand XML Data Broadcast, Weiwei SUN, Rongrui QIN, Jinjin WU, and Baihua ZHENG Journal Article

An air index for spatial query processing in road networks, Weiwei SUN, Chunan CHEN, Baihua ZHENG, Chong CHEN, and Peng LIU Journal Article

AR-Miner: Mining informative reviews for developers from mobile app marketplace, Ning CHEN, Jialiu LIN, Steven C. H. HOI, Xiaokui XIAO, and Boshen ZHANG Conference Proceeding Article

BOAT: An Experimental Platform for Researchers to Comparatively and Reproducibly Evaluate Bug Localization Techniques, Xinyu WANG, David LO, Xin XIA, Xingen WANG, Pavneet Singh KOCHHAR, Yuan TIAN, Xiaohu YANG, Shanping LI, Jianling SUN, and Bo ZHOU Conference Proceeding Article

Bootstrapping simulation-based algorithms with a suboptimal policy, Nguyen T., Silander T., Lee W., and Tze-Yun LEONG Conference Proceeding Article

Condensing class diagrams by analyzing design and network metrics using optimistic classification, Ferdian Thung, David LO, Mohd Hafeez Osman, and Michel R.V. Chaudron Conference Proceeding Article

Constructive visualization, Samuel HURON, Sheelagh CARPENDALE, Alice THUDT, Anthony TANG, and Michael MAUERER Conference Proceeding Article

Cross-language bug localization, Xin Xia, David LO, Xingen Wang, Chenyi Zhang, and Xinyu Wang Conference Proceeding Article

DAISY filter flow: A generalized discrete approach to dense correspondences, Hongsheng YANG, Wen-yan LIN, and Jiangbo LU Conference Proceeding Article

Does latitude hurt while longitude kills? Geographical and temporal separation in a large scale software development project, Patrick WAGSTROM and Subhajit DATTA Conference Proceeding Article

Evolving an Information Systems Capstone Course to Align with the Fast Changing Singapore Marketplace, Chris BOESCH and Benjamin Kok Siew GAN Conference Proceeding Article

Fault attacks on hyperelliptic curve discrete logarithm problem over binary field, Mingqiang WANG, Haiyang XUE, and Tao ZHAN Journal Article

Fully secure key-policy attribute-based encryption with constant-size ciphertexts and fast decryption, Junzuo LAI, Robert H. DENG, Yingjiu LI, and Jian WENG Conference Proceeding Article

Global Immutable Region Computation, Jilian ZHANG, Kyriakos MOURATIDIS, and Hwee Hwa PANG Conference Proceeding Article

Graph-based Semi-supervised Learning: Realizing Pointwise Smoothness Probabilistically, Yuan FANG, Kevin Chen-Chuan CHANG, and Hady W. LAUW Conference Proceeding Article

HYDRA: Large-scale Social Identity Linkage via Heterogeneous Behavior Modeling, Siyuan Liu, Shuhui Wang, Feida ZHU, Jinbo Zhang, and Ramayya Krishnan Conference Proceeding Article

Identifying essential pairwise interactions in elastic network model using the alpha shape theory, Fei XIA, Dudu TONG, Lifeng YANG, Dayong WANG, Steven C. H. HOI, Patrice KOEHL, and Lanyuan LU Journal Article

Identifying essential pairwise interactions in elastic network model using the alpha shape theory, Fei XIA, Dudu TONG, Lifeng YANG, Dayong WANG, Steven C. H. HOI, Patrice KOEHL, and Lanyuan LU Journal Article

Interactive two-sided transparent displays: designing for collaboration, Jiannan LI, Saul GREENBERG, Ehud SHARLIN, and Joaquim JORGE Conference Proceeding Article

It's not a bug, it's a feature: Does misclassification affect bug localization?, Pavneet Singh KOCCHAR, Tien-Duy B. LE, and David LO Conference Proceeding Article

Joint virtual machine and bandwidth allocation in software defined network (SDN) and cloud computing environments, Jonathan David CHASE, Rakpong KAEWPUANG, Wen YONGGANG, and Dusit NIYATO Conference Proceeding Article

Learning Euclidean-to-Riemannian metric for point-to-set classification, Zhiwu HUANG, R. WANG, S. SHAN, and X. CHEN Conference Proceeding Article

Managing Innovation Efficiencies, Arcot Desai Narasimhalu Conference Paper

On Efficient Reverse Skyline Query Processing, Yunjun GAO, Qing LIU, Baihua ZHENG, and Gang CHEN Journal Article

Online Community Transition Detection, Biying TAN, Feida ZHU, Qiang QU, and Siyuan LIU Conference Proceeding Article

On modeling brand preferences in item adoptions, Minh Duc LUU, Ee Peng LIM, and Freddy Chong-Tat CHUA Conference Proceeding Article

Optimal Performance Trade-offs in MAC for Wireless Sensor Networks Powered by Heterogeneous Ambient Energy Harvesting, Jin Yunye and Hwee-Pink TAN Conference Proceeding Article

Paths of Influence for Innovations in Financial IS and Technology Ecosystems, Jun Liu, Robert John KAUFFMAN, and Dan MA Conference Proceeding Article

Permission based Android security: Issues and countermeasures, Zheran FANG, Weili HAN, and Yingjiu LI Journal Article

Placing videos on a semantic hierarchy for search result navigation, Song TAN, Yu-Gang JIANG, and Chong-wah NGO Journal Article

Revisiting Risk-Sensitive MDPs: New Algorithms and Results, Ping HOU, William YEOH, and Pradeep Reddy VARAKANTHAM Conference Proceeding Article

SEW-ing a Simple Endorsement Web to incentivize trustworthy participatory sensing, T. Luo, S. Kanhere, and Hwee-Pink TAN Conference Proceeding Article

SEWordSim: Software-Specific Word Similarity Database, Yuan TIAN, David LO, and Julia Lawall Conference Proceeding Article

Socio-physical analytics: Challenges & opportunities, Archan MISRA, Kasthuri JAYARAJAH, Shriguru NAYAK, Philips Kokoh PRASETYO, and Ee-peng LIM Conference Proceeding Article

Technology Investment Decision-Making under Uncertainty in Mobile Payment Systems, Robert J. KAUFFMAN, Jun LIU, and Dan MA Conference Proceeding Article

The Case for Human-Centric Personal Analytics, Youngki LEE and Rajesh Krishna BALAN Conference Proceeding Article

Towards more accurate content categorization of API discussions, Bo Zhou, Xin Xia, David LO, Cong Tian, and Xinyu Wang Conference Proceeding Article

Understanding OSN-based Facial Disclosure against Face Authentication Systems, Yan LI, Ke XU, Qiang YAN, Yingjiu LI, and Robert H. DENG Conference Proceeding Article

Version history, similar report, and structure: Putting them together for improved bug localization, Shaowei Wang and David LO Conference Proceeding Article

A framework for comparing high performance computing technologies, Randall E. DURAN, Ding CHEN, Rish SARASWAT, and Aaron HALLMARK Journal Article

A hybrid model of connectors in cyber-physical systems, Xiaohong CHEN, Jun SUN, and Meng Sun SUN Conference Proceeding Article

GPU Accelerated counterexample generation in LTL model checking, Zhimin WU, Yang LIU, Yun LIANG, and Jun SUN Conference Proceeding Article

Practical analysis framework for software-based attestation scheme, Li LI, Hong HU, Jun SUN, Yang LIU, and DONG Jin Song Conference Proceeding Article

SCC-based improved reachability analysis for Markov decision processes, Lin GUI, Jun SUN, Songzheng SONG, Yang LIU, and Jin Song DONG Conference Proceeding Article

TAuth: Verifying timed security protocols, Li LI, Jun SUN, Yang LIU, and Jin Song DONG Conference Proceeding Article

Learning directional co-occurrence for human action classification, Hong LIU, Mengyuan LIU, and Qianru SUN Conference Proceeding Article

LiFi: Line-of-sight identification with WiFi, Zimu ZHOU, Zheng YANG, Chenshu WU, Wei SUN, and Yunhao LIU Conference Proceeding Article

An Integrated Model for User Attribute Discovery: A Case Study on Political Affiliation Identification, Swapna Gottipati, Minghui Qiu, Liu Yang, Feida ZHU, and Jing JIANG Conference Proceeding Article

A quantitative analysis of decision process in social groups using human trajectories, Truc Viet LE, Siyuan LIU, Hoong Chuin LAU, and Ramayya KRISHNAN Conference Proceeding Article

Calibrating a cellular automata model for understanding rural-urban land conversion: a Pareto front-based multi-objective optimization approach, Kai CAO, Bo HUANG, Manchun LI, and Wenwen LI Journal Article

Canaries in the Urban Data Mine: Analytics for Smarter City Life, Robert J. KAUFFMAN Magazine Article

Classification of Patterns Involving Intertemporal Similarities in Time-Series Data, Zhaoxia Wang, Robert J. KAUFFMAN, Rick Goh, Yinping Yang, and S. Chin Working Paper

Consumer Informedness and Firm Information Strategy, Ting LI, Robert J. KAUFFMAN, Eric VAN HECK, Peter VERVEST, and Benedict G.C. DELLAERT Journal Article

Decentralized multi-agent reinforcement learning in average-reward dynamic DCOPs, Duc Thien NGUYEN, William YEOH, Hoong Chuin LAU, and Shlomo Zilberstein Conference Proceeding Article

Declarative-procedural memory interaction in learning agents, Wenwen WANG, Ah-hwee TAN, Loo-Nin TEOW, and TAN Yuan-Sin Conference Proceeding Article

Detecting Anomaly Collections using Extreme Feature Ranks, Hanbo DAI, Feida ZHU, Ee Peng LIM, and Hwee Hwa PANG Journal Article

Didn’t you see my message?: Predicting attentiveness to mobile instant messages, Martin PIELOT, Rodrigo DE OLIVEIRA, Haewoon KWAK, and Nuria. OLIVER Conference Proceeding Article

Exploring video streaming in public settings: Shared geocaching over distance using mobile video chat, Jason PROCYK, Carman NEUSTAEDTER, Carolyn PANG, Anthony TANG, and Tejinder K. JUDGE Conference Proceeding Article

Handling Location Uncertainty in Event Driven Experimentation, Kartik MURALIDHARAN, Srinivasan SESHAN, Narayan RAMASUBBU, and Rajesh Krishna BALAN Conference Proceeding Article

Haptics in remote collaborative exercise systems for seniors, Hesam ALIZADEH, Richard TANG, Ehud SHARLIN, and Anthony TANG Conference Poster

How many eyeballs does a bug need? An empirical validation of Linus' Law, Subhajit DATTA, Proshanta SARKAR, Sutirtha DAS, Sonu SRESHTHA, Prasanth LADE, and Subhashis MAJUMDER Conference Proceeding Article

Identity-Based Encryption Secure against Selective Opening Chosen-Ciphertext Attack, Junzuo Lai, Robert H. DENG, Shengli Liu, Jian Weng, and Yunlei Zhao Conference Proceeding Article

Mechanisms for Arranging Ride Sharing and Fare Splitting for Last-Mile Travel Demands, Shih-Fen CHENG, Duc Thien Nguyen, and Hoong Chuin LAU Conference Proceeding Article

Medical imaging specialists and 3D: A domain perspective on mobile 3D interactions, Teddy SEYED, Frank MAURER, Francisco Marinho RODRIGUES, and Anthony TANG Conference Poster

On coordinating pervasive persuasive agents, Budhitama SUBAGDJA and Ah-hwee TAN Conference Proceeding Article

On coordinating pervasive persuasive agents, Budhitama SUBAGDJA and Ah-hwee TAN Conference Proceeding Article

One space: Shared visual scenes for active free play, Maayan COHEN, Kody DILLMAN, Haley MACLEOD, Seth HUNTER, and Anthony TANG Conference Proceeding Article

On Understanding Diffusion Dynamics of Patrons at a Theme Park, Jiali DU, Akshat KUMAR, and Pradeep Reddy VARAKANTHAM Conference Proceeding Article

Persistent Community Detection in Dynamic Social Networks, Siyuan LIU, Shuhui WANG, and Ramayya KRISHNAN Conference Proceeding Article

Physio@Home: Design explorations to support movement guidance, Richard TANG, Hesam ALIZADEH, Anthony TANG, Scott BATEMAN, and Joaquim A.P. JORGE Conference Poster

ShopProfiler: Profiling Shops with Crowdsourcing Data, Xiaonan GUO, Eddie C. L. CHAN, Ce LIU, Kaishun WU, Siyuan LIU, and Lionel NI Conference Proceeding Article

Simple effective named entity recognition for microblogs: Arabic as an example, Kareem DARWISH and Wei GAO Conference Proceeding Article

Supporting non-verbal visual communication in online group art therapy, Brennan JONES, Kate COLLIE, Sara Prins HANKINSON, and Anthony TANG Conference Poster

Technique for authenticating H.264/SVC and its performance evaluation over wireless mobile networks, Yifan ZHAO, Swee Won LO, Robert H. DENG, and Xuhua DING Journal Article

Towards Semantically Secure Outsourcing of Association Rule Mining on Categorical Data, Junzuo LAI, Yingjiu LI, Robert H. DENG, Jian WENG, Chaowen GUAN, and Qiang YAN Journal Article

Visual Analysis of Uncertainty in Trajectories, Lu LU, Nan CAO, Siyuan LIU, Lionel NI, Xiaoru YUAN, and Huamin QU Conference Proceeding Article

WaaZam! Supporting creative play at a distance in customized video environments, Seth E. HUNTER, Pattie MAES, Anthony TANG, and Kori INKPEN Conference Proceeding Article

Performance evaluation of MQTT and CoAP via a common middleware, Dinesh THANGAVEL, Xiaoping MA, Alvin VALERA, Hwee Xian TAN, and Colin Keng-Yan TAN Conference Paper

Improving Broadcast Reliability for Neighbor Discovery, Link Estimation and Collection Tree Construction in Wireless Sensor Networks, Behnam DEZFOULI, Marjan RADI, Shukor ADB RAZAK, Kamin WHITEHOUSE, Kamalrulnizam ABU BAKAR, and Hwee-Pink TAN Journal Article

Adoption of mobile information services: An empirical study, S. GAO, J. KROGSTIE, and Keng SIAU Journal Article

A hamming embedding kernel with informative bag-of-visual words for video semantic indexing, Feng WANG, Wen-Lei ZHAO, Chong-wah NGO, and Bernard MERIALDO Journal Article

A hybrid scheme for authenticating scalable video codestreams, Zhuo WEI, Yongdong Wu, Robert H. DENG, and Xuhua DING Journal Article

A Lightweight and Robust Interference mitigation scheme for Wireless Body Sensor Networks in Realistic Environments, S. Liang, Y. Ge, S. Jiang, and Hwee-Pink TAN Conference Proceeding Article

Are timed automata bad for a specification language? Language inclusion checking for timed automata, Ting WANG, Jun SUN, Yang LIU, Xinyu WANG, and Shanping LI Conference Proceeding Article