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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

Detecting differences across multiple instances of code clones, Yun LIN, Zhenchang XING, Yinxing XUE, Yang LIU, Xin PENG, Jun SUN, and Wenyun ZHAO Conference Proceeding Article

NomLoc: Calibrationfree indoor localization with nomadic access points, Jiang XIAO, Youwen YI, Lu WANG, Haochao LI, Zimu ZHOU, Kaishun WU, and Lionel M. NI Conference Proceeding Article

A novel algorithm based on visual saliency attention for localization and segmentation in rapidly-stained leukocyte images, Xin ZHENG, Yong WANG, Guoyou WANG, and Zhong CHEN Journal Article

A retail bank's BPM experience, SHANKARARAMAN, Venky; GOTTIPATI Swapna; and Randall E. DURAN Journal Article

A simple polynomial-time randomized distributed algorithm for connected row convex constraints, T. K. Satish KUMAR, NGUYEN DUC THIEN, William YEOH, and Sven KOENIG Conference Proceeding Article

Automated Configuration Bug Report Prediction Using Text Mining, Xin Xia, David LO, Weiwei Qiu, Wang Xingen, and Bo Zhou Conference Proceeding Article

Board interlock networks and the use of relative performance evaluation, Qian HAO, Nan HU, Ling LIU, and Lee J. Yao Journal Article

Building algorithm portfolios for memetic algorithms, Mustafa MISIR, Stephanus Daniel HANDOKO, and Hoong Chuin LAU Conference Proceeding Article

Build Predictor: More Accurate Missed Dependency Prediction in Build Configuration Files, Bo Zhou, Xia Xin, David LO, and Xinyu Wang Conference Proceeding Article

CenKNN: A scalable and effective text classifier, Guansong PANG, Huidong JIN, and Shengyi JIANG Journal Article

Click-through-based cross-view learning for image search, Yingwei PAN, Ting YAO, Tao MEI, Houqiang LI, Chong-wah NGO, and Yong RUI Conference Proceeding Article

Cloud-based Query Evaluation for Energy-Efficient Mobile Sensing, Tianli MO, Sougata SEN, Lipyeow LIM, Archan MISRA, Rajesh Krishna BALAN, and Youngki LEE Conference Proceeding Article

Collaborative error reduction for hierarchical classification, Shiai ZHU, Xiao-Yong WEI, and Chong-wah NGO Journal Article

Creating autonomous adaptive agents in a real-time first-person shooter computer game, Di WANG and Ah-hwee TAN Journal Article

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

Decentralized Stochastic Planning with Anonymity in Interactions, Pradeep VARAKANTHAM, Yossiri ADULYASAK, and Patrick JAILLET Conference Proceeding Article

Diamonds are a girl's best friend: Partial order reduction for timed automata with abstractions, Henri HANSEN, Shang-Wei LIN, Yang LIU, Truong Khanh NGUYEN, and Jun SUN Conference Proceeding Article

Enterprise Systems Enabling Smart Commerce, Venky SHANKARARAMAN and Eng Kit LUM Conference Proceeding Article

Facilitating crowd sourced software engineering via stack overflow, Ohad BARZILAY, Christoph TREUDE, and Alexey ZAGALSKY Book Chapter

FSpH: Fitted spectral hashing for efficient similarity search, Yong-Dong ZHANG, Yu WANG, Sheng TANG, Steven C. H. HOI, and Jin-Tao LI Journal Article

FSpH: Fitted spectral hashing for efficient similarity search, Yong-Dong ZHANG, Yu WANG, Sheng TANG, Steven C. H. HOI, and Jin-Tao LI Journal Article

Individual and Collective Trade-offs In Small World Decisions, Prabir Sen and Nang Laik MA Conference Paper

Influences of Influential Users: An Empirical Study of Music Social Network, Jing REN, Zhiyong CHENG, Jialie SHEN, and Feida ZHU Conference Proceeding Article

Integrating self-organizing neural network and motivated learning for coordinated multi-agent reinforcement learning in multi-stage stochastic game, Teck-Hou TENG, Ah-Hwee TAN, Janusz A. STARZYK, Yuan-Sin TAN, and Loo-Nin TEOW Conference Proceeding Article

Just-for-Me: An Adaptive Personalization System for Location-Aware Social Music Recommendation, Zhiyong Cheng, Jialie SHEN, and Tao Mei Conference Proceeding Article

Learning relative similarity by stochastic dual coordinate ascent, Pengcheng WU, Ding YI, Peilin ZHAO, Chunyan MIAO, and Steven C. H. HOI Conference Proceeding Article

Lifetime lexical variation in social media, Lizi LIAO, Jing JIANG, Ying DING, Heyan HUANG, and Ee Peng LIM Conference Proceeding Article

Lifetime lexical variation in social media, Lizi LIAO, Jing JIANG, Ying DING, Heyan HUANG, and Ee-peng LIM Conference Proceeding Article

Manifold Learning for Jointly Modeling Topic and Visualization, Tuan Minh Van LE and Hady W. LAUW Conference Proceeding Article

Mobile humanoid agent with mood awareness for elderly care, Di WANG and Ah-hwee TAN Conference Proceeding Article

Mobile visual search via hievarchical sparse coding, Xiyu Yang, Lianli Liu, Xueming Qian, Tao Mei, Jialie SHEN, and Tian QI Conference Proceeding Article

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

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

Self-organizing neural networks integrating domain knowledge and reinforcement learning, Teck-Hou TENG, Ah-hwee TAN, and Jacek M. ZURADA Journal 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