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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

Statistical Database Auditing Without Query Denial Threat, Haibing LU, Jaideep VAIDYA, Vijay ATLURI, and Yingjiu LI Journal Article

The Use of Geospatial Clustering in Analysing Health Risk Profile, Sue-Mae YEO, Tin Seong KAM, Kai Xin THIA, and Dan WU Journal Article

Towards rigorously faking bidirectional model transformations, Christopher M. POSKITT, Mike DODDS, Richard F. PAIGE, and Arend RENSINK Conference Proceeding Article

To what extent could we detect field defects? An extended empirical study of false negatives in static bug finding tools, Ferdian THUNG, Lucia Lucia, David LO, Lingxiao JIANG, Foyzur RAHMAN, and Premkumar DEVANBU Journal Article

Uncovering Embarrassing Moments in In-situ Exposure of Incoming Mobile Messages, Chulhong MIN, Saumay PUSHP, Seungchul LEE, Inseok HWANG, Youngki LEE, Seungwoo KANG, and Junehwa SONG Conference Proceeding Article

Unforgeability of an Improved Certificateless Signature Scheme in the Standard Model, Chaowen GUAN, Jian WENG, Robert H. DENG, Minrong CHEN, and Dehua ZHOU Journal Article

Verifiable Computation on Outsourced Encrypted Data, Junzuo LAI, Robert H. DENG, Hwee Hwa PANG, and Jian Weng Conference Proceeding Article

Network mining and analysis for social applications, Feida ZHU, Huan SUN, and Xifeng YAN Conference Proceeding Article

Brain informatics and health - International Conference, BIH 2014, Warsaw, Poland, August 11-14, 2014, Dominik SLEZAK, Ah-hwee TAN, James F. PETERS, and Lars SCHWABE Edited Conference Proceeding

A fast decomposition approach for traffic control, Xiaocheng TANG, Sébastien BLANDIN, and Laura WYNTER Conference Proceeding Article

A mathematical model and metaheuristics for Time Dependent Orienteering Problem, Aldy GUNAWAN, Zhi YUAN, and Hoong Chuin LAU Conference Proceeding Article

An Empirical Study of Off-line Configuration and On-line Adaptation in Operator Selection, Zhi YUAN, Stephanus Daniel HANDOKO, Duc Thien NGUYEN, and Hoong Chuin LAU Conference Proceeding Article

A Novel RFID Tag Identification Protocol: Adaptive n-Resolution and k-Collision Arbitration, Kuo-Hui YEH, Nai-Wei LO, Kuo-Yu TSAI, Yingjiu LI, and Enrico WINATA Journal Article

A palm vein identification system based on Gabor wavelet features, Ran WANG, Guoyou WANG, Zhong CHEN, Zhigang ZENG, and Yong WANG Journal Article

Automated Prediction of Glasgow Outcome Scale for Traumatic Brain Injury, Bolan SU, Thien Anh DINH, A. K. AMBASTHA, Tianxia GONG, Tomi SILANDER, Shijian LU, C. C. Tchoyoson LIM, Boon Chuan PANG, Cheng Kiang LEE, Tze-Yun LEONG, and Chew Lim TAN Conference Proceeding Article

Automatic Defect Categorization based on Fault Triggering Conditions, Xin Xia, David LO, Xinyu Wang, and Bo Zhou Conference Proceeding Article

Automatic Fine-Grained Issue Report Reclassification, Pavneet Singh Kochhar, Ferdian Thung, and David LO Conference Proceeding Article

Collaborative online multitask learning, Guangxia LI, Steven C. H. HOI, Kuiyu CHANG, Wenting LIU, and Ramesh JAIN Journal Article

Direct Neighbor Search, Jilian ZHANG, Kyriakos MOURATIDIS, and Hwee Hwa PANG Journal Article

Diversified Social Influence Maximization, Fangshuang Tang, Qi Liu, Hengshu Zhu, Enhong Chen, and Feida ZHU Conference Proceeding Article

Diversity-Oriented Bi-Objective Hyper-heuristics for Patrol Scheduling, Mustafa MISIR and Hoong Chuin LAU Conference Proceeding Article

Externalities, Incentives and Strategic Complementarities: Understanding Herd Behavior in IT Adoption, Xiaotong LI, Robert J. Kauffman, Feifei YU, and Ying ZHANG Journal Article

Generating Supplementary Travel Guides from Social Media, Liu YANG, Jing JIANG, Lifu HUANG, Minghui QIU, and Lizi LIAO Conference Proceeding Article

GTA-m: Greedy Trajectory-Aware (m copies) routing for airborne networks, Xiaoping MA, Hwee Xian TAN, and Alvin C. VALERA Conference Proceeding Article

Guest editorial: Special issue on brain inspired models of cognitive memory, Huajin TANG, Kiruthika RAMANATHAN, and Ning NIGN Transcript

Hybrid Metaheuristics for Solving the Quadratic Assignment Problem and the Generalized Quadratic Assignment Problem, Aldy GUNAWAN, Kien Ming Ng, Kim Leng Poh, and Hoong Chuin LAU Conference Proceeding Article

Incorporating Microblogging ('Tweeting') in Higher Education: Lessons Learnt in a Knowledge Management Course, Thomas MENKHOFF, Yue Wah Chay, Magnus Lars Bengtsson, C. Jason WOODARD, and Benjamin GAN Conference Paper

Incorporating Microblogging (“Tweeting”) in Higher Education: Lessons Learnt in a Knowledge Management Course, Thomas MENKHOFF, Yue Wah Chay, Magnus Lars Bengtsson, Charles Jason WOODARD, and Kok Siew Benjamin GAN Conference Paper

Incorporating Microblogging (“Tweeting”) in Higher Education: Lessons Learnt in a Knowledge Management Course, Thomas MENKHOFF, Yue Wah Chay, Magnus Lars Bengtsson, C. Jason WOODARD, and Benjamin GAN Conference Paper

Integrating motivated learning and k-winner-take-all to coordinate multi-agent reinforcement learning, Teck-Hou TENG, Ah-hwee TAN, Janusz STARZYK, Yuan-Sin TAN, and Loo-Nin TEOW Conference Proceeding Article

Integrating motivated learning and k-winner-take-all to coordinate multi-agent reinforcement learning, Teck-Hou TENG, Ah-hwee TAN, Janusz STARZYK, Yuan-Sin TAN, and Loo-Nin TEOW Conference Proceeding Article

Jointly Modeling Aspects, Ratings and Sentiments for Movie Recommendation (JMARS), Qiming DIAO, Minghui QIU, Chao-Yuan WU, Alexander J. SMOLA, Jing JIANG, and Chong WANG Conference Proceeding Article

Managing complexity through selective decoupling, C. Jason WOODARD and Eric K. CLEMONS Conference Proceeding Article

Online Multiple Kernel Regression, Doyen SAHOO, Steven C. H. HOI, and Bin LI Conference Proceeding Article

On macro and micro exploration of hashtag diffusion in Twitter, Yazhe WANG and Baihua ZHENG Conference Proceeding Article

Reducing carbon emission of ocean shipments by optimizing container size selection, Edwin Lik Ming CHONG, Nang Laik MA, and Kar Way TAN Conference Proceeding Article

Reducing carbon emission of ocean shipments by optimizing container size selection, Edwin Lik Ming Chong, Nang Laik MA, and Kar Way TAN Conference Paper

Semantic Visualization for Spherical Representation, Tuan M. V. LE and Hady W. LAUW Conference Proceeding Article

Skills Frameworks: A Tool for Reform in Information Technology Higher Education, Mehdi ASGARKHANI and Venky SHANKARAMAN Conference Proceeding Article

The Learning Curves in Open-Source Software (OSS) Development Network, Youngsoo KIM and Lingxiao JIANG Conference Proceeding Article

Unleashing Dec-MDPs in Security Games: Enabling Effective Defender Teamwork, Eric Shieh, Albert Jiang, Amulya Yadav, Pradeep Reddy VARAKANTHAM, and Milind Tambe Conference Proceeding Article

Unobtrusive monitoring of ECG-derived features during daily smartphone use, Sungjun Kwon, Seungwoo Kang, Youngki LEE, Chungkuk Yoo, and Kwangsuk Park Conference Proceeding Article

Urban planning process: Can technology enhance participatory communication?, Rojin VISHKAIE, Richard LEVY, and Anthony TANG Journal Article

Utilizing microblogs for improving automatic news high-lights extraction, Zhongyu WEI and Wei GAO Conference Proceeding Article

Video event detection using motion relativity and feature selection, Feng WANG, Zhanhu SUN, Yu-Gang JIANG, and Chong-wah NGO Journal Article

Ranking model selection and fusion for effective microblog search, Zhongyu WEI, Wei GAO, Tarek EL-GANAINY, Walid MAGDY, and Kam-Fai WONG Conference Proceeding Article

Symbolic analysis of an electric vehicle charging protocol, Li LI, Jun PANG, Yang LIU, Jun SUN, and Jin Song DONG Conference Proceeding Article

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