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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

Automatic early defects detection in use case documents, Shuang LIU, Jun SUN, Yang LIU, Yue ZHANG, Bimlesh WADHWA, Jin Song DONG, and Xinyu WANG Conference Proceeding Article

CLEar: A Real-time Online Observatory for Bursty and Viral Events, Runquan XIE, Feida ZHU, Hui MA, Wei XIE, and Chen LIN Conference Proceeding Article

Control Flow Obfuscation using Neural Network to Fight Concolic Testing, Haoyu Ma, Xinjie Ma, Weijie Liu, Zhipeng Huang, Debin GAO, and Chunfu Jia Conference Proceeding Article

CrossNavi: Enabling real-time crossroad navigation for the blind with commodity phones, Longfei SHANGGUAN, Zheng YANG, Zimu ZHOU, Xiaolong ZHENG, Chenshu WU, and Yunhao LIU Conference Proceeding Article

DupFinder: Integrated tool support for duplicate bug report detection, Ferdian THUNG, Pavneet Singh KOCHHAR, and David LO Conference Proceeding Article

Efficient Data Compression with Error Bound Guarantee in Wireless Sensor Networks, Mohammad Abu Alsheikh, P. K. Poh, S. Lin, Hwee-Pink TAN, and D. Niyato Conference Proceeding Article

Efficient hidden vector encryption with constant-size ciphertext, Tran Viet Xuan PHUONG, Guomin YANG, and Willy SUSILO Conference Proceeding Article

Efficient Reverse Top-k Boolean Spatial Keyword Queries on Road Networks, Yunjun Gao, Qing Liu, Baihua ZHENG, and Gang Chen Journal Article

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

Exploring Variety Seeking Behavior in Mobile Users, Kasthuri JAYARAJAH, Robert J. KAUFFMAN, and Archan MISRA Conference Proceeding Article

Fusing Fault Localizers, - Lucia, David LO, and Xin XIA Conference Proceeding Article

Graph Matching by Simplified Convex-Concave Relaxation Procedure, Zhiyong LIU, Hong QIAO, Xu YANG, and Steven C. H. HOI Journal Article

High5: Promoting interpersonal hand-to-hand touch for vibrant workplace with electrodermal sensor watches, Yuhwan KIM, Seungchul LEE, Inseok HWANG, Hyunho RO, Youngki LEE, Miri MOON, and Junehwa SONG Conference Proceeding Article

Innovation in Layered Modular Architectures: Value Creation, Value Capture and the Role of Strategic Bottlenecks, Richard TEE and C. Jason WOODARD Working Paper

Interestingness-Driven Diffussion Process Summarization in Dynamic Networks, Qiang Qu, Siyuan Liu, Christian Jensen, Feida ZHU, and Christos Faloutsos Conference Proceeding Article

Name-face association in web videos: A large-scale dataset, baselines, and open issues, Zhi-Neng CHEN, Chong-wah NGO, Wei ZHANG, Juan CAO, and Yu-Gang JIANG Journal Article

Online probabilistic learning for fuzzy inference system, Richard Jayadi OENTARYO, Meng Joo ER, San LINN, and Xiang LI Journal Article

Phaser: Enabling phased array signal processing on commodity WiFi access points, Jon GJENGSET, Jie XIONG, Graeme MCPHILIPS, and Kyle JAMIESON Conference Proceeding Article

Potential Biases in Bug Localization: Do they Matter?, Pavneet Singh Kochhar, Yuan Tian, and David LO Conference Proceeding Article

PRESS: A Novel Framework of Trajectory Compression in Road Networks, Renchu SONG, Weiwei SUN, Baihua ZHENG, and Yu ZHENG Conference Proceeding Article

PrivateDroid: Private Browsing Mode for Android, SU MON KYWE, Christopher LANDIS, Yutong PEI, Justin SATTERFIELD, Yuan TIAN, and Patrick TAGUE Conference Proceeding Article

Saliency detection with flash and no-flash image pairs, Shengfeng HE and Rynson W.H. LAU Conference Proceeding Article

Sharing political news: the balancing act of intimacy and socialization in selective exposure, Jisun AN, Daniele QUERCIA, Meeyoung CHA, Krishna GUMMADI, and Jon CROWCROFT Journal Article

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 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