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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 2012 2012

Knowledge-based exploration for reinforcement learning in self-organizing neural networks, Teck-Hou TENG and Ah-hwee TAN Conference Proceeding Article

Knowledge-driven Autonomous Commodity Trading Advisor, Yee Pin LIM and Shih-Fen CHENG Conference Proceeding Article

Lagrangian relaxation for large-scale multi-agent planning, Geoffrey J. GORDON, Pradeep VARAKANTHAM, William YEOH, Hoong Chuin LAU, Ajay S. ARAVAMUDHAN, and Shih-Fen CHENG Conference Proceeding Article

Lagrangian relaxation for large-scale multi-agent planning, Geoff GORDON, Pradeep VARAKANTHAM, William YEOH, Hoong Chuin LAU, and Shih-Fen CHENG Conference Proceeding Article

On recommending hashtags in Twitter networks, Su Mon KYWE, Tuan-Anh HOANG, Ee Peng LIM, and Feida ZHU Conference Proceeding Article

Query-Oriented Keyphrase Extraction, Minghui QIU, Yaliang LI, and Jing JIANG Conference Proceeding Article

Reputation as Public Policy for Internet Security: A Field Study, Qian TANG, Leigh L. Linden, John S. Quarterman, and Andrew Whinston Presentation

Semi-automated verification of defense against SQL injection in web applications, Kaiping LIU, Hee Beng Kuan TAN, and Lwin Khin SHAR Conference Proceeding Article

Structural and Functional Analysis of Multi-interface Domains, Liang ZHAO, Steven C. H. HOI, Limsoon WONG, Tobias HAMP, and Jinyan LI Journal Article

Uncertainty, Switching Cost, and Competition in the Software-as-a-Service Market, Robert J. KAUFFMAN and Dan MA Conference Paper

Use of RSS Feeds to Push the Online Content to Users, Dan MA Journal Article

Visualization for anomaly detection and data management by leveraging network, sensor and GIS techniques, Zhaoxia WANG, Chee Seng CHONG, Rick S. M. GOH, Wanqing ZHOU, Dan PENG, and Hoong Chor CHIN Conference Proceeding Article

Scalable malware clustering through coarse-grained behavior modeling, Mahinthan CHANDRAMOHAN, Hee Beng Kuan TAN, and Lwin Khin SHAR Conference Proceeding Article

Action disambiguation analysis using normalized google-like distance correlogram, Qianru SUN and Hong LIU Conference Proceeding Article

Audit mechanisms for provable risk management and accountable data governance, Jeremiah BLOCKI, Nicolas CHRISTIN, Anupam DATTA, and Arunesh SINHA Conference Proceeding Article

Joint topic modeling for event summarization across news and social media streams, Wei GAO, Peng LI, and Kareem DARWISH Conference Proceeding Article

A generalized cluster centroid based classifier for text categorization, Guansong PANG and Shengyi JIANG Journal Article

An analytical and experimental comparison of CSP extensions and tools, Ling SHI, Yang LIU, Jun SUN, Jin Song DONG, and Gustavo CARVALHO Conference Proceeding Article

An empirical study of bugs in machine learning systems, Ferdian THUNG, Shaowei WANG, David LO, and Lingxiao JIANG Conference Proceeding Article

An improved authentication scheme for H.264/SVC and its performance evaluation over non-stationary wireless mobile networks, Yifan ZHAO, Swee-Won LO, Robert H. DENG, and Xuhua DING Conference Proceeding Article

A unified learning framework for auto face annotation by mining web facial images, Dayong WANG, Steven C. H. HOI, and Ying HE Conference Proceeding Article

Automatic generation of provably correct embedded systems, Shang-Wei LIN, Yang LIU, Pao-Ann HSIUNG, Jun SUN, and Jin Song DONG Conference Proceeding Article

Benchmarking still-to-video face recognition via partial and local linear discriminant analysis on COX-S2V dataset, Zhiwu HUANG, S. SHAN, H. ZHANG, S. LAO, A. KUERBAN, and X. CHEN Conference Proceeding Article

Cognitive architectures and autonomy: Commentary and response, Włodzisław DUCH, Ah-hwee TAN, and Stan FRANKLIN Journal Article

Community as a connector: Associating faces with celebrity names in web videos, Zhineng CHEN, Chong-wah NGO, Juan CAO, and Wei ZHANG Conference Proceeding Article

Cross-view graph embedding, Zhiwu HUANG, S. SHAN, H. ZHANG, S. LAO, and X. CHEN Conference Proceeding Article

Delayed Product Introduction, QIU-HONG WANG and Kai-Lung HUI Journal Article

Design and Implementation of a Secure Prototype for EPCglobal Network Services, Jie SHI, Yingjiu LI, Robert H. DENG, and Kevin CHIEW Conference Proceeding Article

Diffusion of Software Features: An Exploratory Study, Ferdian Thung, David LO, and Lingxiao JIANG Conference Paper

DIVAD: A Dynamic and Interactive Visual Analytical Dashboard for Exploring and Analyzing Transport Data, Tin Seong KAM, Ketan BARSHIKAR, and Shaun Jun Hua TAN Journal Article

Enhanced Authentication for Commercial Video Services, Xinyi HUANG, Cheng-Kang CHU, Hung-Min SUN, Jianying ZHOU, and Robert H. DENG Journal Article

FashionAsk: Pushing community answers to your fingertips, Wei ZHANG, Lei PANG, and Chong-wah NGO Conference Proceeding Article

Fast and accurate PSD matrix estimation by row reduction, Hiroshi KUWAJIMA, Takashi WASHIO, and Ee Peng LIM Journal Article

Impact of Multimedia in Sina Weibo: Popularity and Life Span, Xun ZHAO, Feida ZHU, Weining QIAN, and Aoying ZHOU Conference Paper

Information and competitive strategy in a networked economy, Robert J. KAUFFMAN, Thomas A. WEBER, and D. J. WU Journal Article

Microblog search and filtering with time sensitive feedback and thresholding based on BM25, Wei GAO, Zhongyu WEI, and Kam-Fai WONG Conference Proceeding Article

Mining coherent anomaly collections on web data, Hanbo DAI, Feida ZHU, Ee-peng LIM, and Hwee Hwa PANG Conference Proceeding Article

More anti-chain based refinement checking, Ting WANG, Songzheng SONG, Jun SUN, Yang LIU, Jin Song DONG, Xinyu WANG, and Shanping LI Conference Proceeding Article

Multimedia Mashup Markup Language, Lai-Tee CHEOK, S. Rhyu, and Jaeyong SONG Conference Proceeding Article

Multiview semi-supervised learning with consensus, Guangxia LI, Kuiyu CHANG, and Steven C. H. HOI Journal Article

Poster Abstract: Towards crowd-aware sensing platform for metropolitan environments, Saumay PUSHP, Chulhong MIN, Youngki LEE, Chi Harold LIU, and Junehwa SONG Conference Proceeding Article

Predicting domain adaptivity: Redo or recycle?, Ting YAO, Chong-wah NGO, and Shiai ZHU Conference Proceeding Article

Science and Technology Parks as an Open Innovation catalyst for Valorization, Arcot Desai NARASIMHALU Conference Paper

Searching Connected API Subgraph via Text Phrases, Wing-Kwan CHAN, Hong CHENG, and David LO Conference Proceeding Article

Snap-and-ask: Answering multimodal question by naming visual instance, Wei ZHANG, Lei PANG, and Chong-wah NGO Conference Proceeding Article

(Strong) multidesignated verifiers signatures secure against rogue key attack, Yunmei ZHANG, Man Ho AU, Guomin YANG, and Willy SUSILO Conference Proceeding Article

SymPhoney: A Coordinated Sensing Flow Execution Engine for Concurrent Mobile Sensing Applications, Younghyun Ju, Youngki Lee, Jihyun Yu, Chulhong Min, Insik Shin, and Junehwa Song Conference Paper

SymPhoney: A Coordinated Sensing Flow Execution Engine for Concurrent Mobile Sensing Applications, Younghyun JU, Youngki LEE, Jihyun YU, Chulhong MIN, Insik SHIN, and Junehwa SONG Conference Proceeding Article

Tournament-based Teaching, Shannon Christopher BOESCH and Sandra BOESCH Conference Proceeding Article

US Presidential election 2012 prediction using census corrected Twitter model, Junyu CHOY, Michelle L. F. CHEONG, Nang Laik MA, and Ping Shung KOO Report

Video hyperlinking: Libraries and tools for threading and visualizing large video collection, Lei PANG, Wei ZHANG, Hung-Khoon TAN, and Chong-wah NGO Conference Proceeding Article

VIREO@TRECVID 2012: Searching with topology, recounting will small concepts, learning with free examples, Wei ZHANG, Chun-Chet TAN, Shi-Ai ZHU, Ting YAO, Lei PANG, and Chong-Wah NGO Conference Paper

QoS-aware revenue-cost optimization for latency-sensitive services in IaaS clouds, Nguyen Binh Duong TA, Xiaorong LI, Rick Siow Mong GOH, Xueyan TANG, and Wentong CAI Conference Proceeding Article

MedInfo2013: Join the International Biomedical and Health Informatics Community in Copenhagen., Aronsky D. and Tze-Yun LEONG Editorial

Bootstrapping Monte Carlo tree search with an imperfect heuristic, Nguyen T., Lee W., and Tze-Yun LEONG Conference Proceeding Article

Improved spin images for 3D surface matching using signed angles, Zhiyuan ZHANG, Sim Heng ONG, and Kelvin FOONG Conference Proceeding Article

A feasibility study of crowdsourcing and Google street view to determine sidewalk accessibility, Kotaro HARA, Victoria LE, and Jon FROEHLICH Conference Proceeding Article

A flexible mixed integer programming framework for nurse scheduling, Murphy CHOY and Michelle L. F. CHEONG Working Paper

A Generic Approach for Providing Revocation Support in Secret Handshake, Yanjiang YANG, Haibing LU, Jian WENG, Xuhua DING, and Jianying ZHOU Conference Proceeding Article

A Probabilistic Graphical Model for Topic and Preference Discovery on Social Media, Lu LIU, Feida ZHU, Lei ZHANG, and Shiqiang YANG Journal Article

A scalable and format-compliant encryption scheme for H.264/SVC bitstreams, Zhuo WEI, Yongdong Wu, Xuhua DING, and Robert H. DENG Journal Article

Automatic defect categorization, Ferdian THUNG, David LO, and Lingxiao JIANG Conference Proceeding Article

Content Contribution for Revenue Sharing and Reputation: A Dynamic Structural Model, Qian TANG, Bin GU, and Andrew B. Whinston Journal Article

Credit card program value maximization with promotion density for product discounts in shopping malls, Rae M. CHANG, Robert John KAUFFMAN, and Kwansoo KIM Conference Paper

Eating alone, together: New forms of commensality, Catherine GREVET, Anthony TANG, and Elizabeth MYNATT Conference Proceeding Article

Entity Synonyms for Structured Web Search, Tao CHENG, Hady W. LAUW, and Stelios PAPARIZOS Journal Article

Handling interpretation and representation in multilingual research: A meta-study of pragmatic issues resulting from the use of multiple languages in a qualitative Information Systems research work, Ilse BAUMGARTNER Journal Article

Influentials, novelty, and social contagion: The viral power of average friends, close communities, and old news, Nicholas HARRIGAN, Palakorn ACHANANUPARP, and Ee Peng LIM Journal Article

Information Retrieval Based Nearest Neighbor Classification for Fine-Grained Bug Severity Prediction, Yuan TIAN, David LO, and Chengnian SUN Conference Proceeding Article

Knowledge Discovery from Multi-sources Healthcare Informatics, Tin Seong KAM, Juhi SHARMA, Michael Tack Keong WONG, and Asokan LAVANYA Conference Paper

Model checking software architecture design, Jiexin ZHANG, Yang LIU, Jing SUN, Jin Song DONG, and Jun SUN Conference Proceeding Article

Multimedia Recommendation, Jialie SHEN, Meng WANG, Shuicheng YAN, and Peng CUI Presentation

Neural modeling of episodic memory: Encoding, retrieval, and forgetting, Wenwen WANG, Budhitama SUBAGDJA, Ah-hwee TAN, and Janusz A. STARZYK Journal Article

OTO: Online Trust Oracle for User-Centric Trust Establishment, Tiffany Hyun-Jin KIM, Payas GUPTA, Jun HAN, Emmanuel Owusu, Jason Hong, Adrian Perrig, and Debin GAO Conference Proceeding Article

Self-regulating action exploration in reinforcement learning, Teck-Hou TENG and Ah-hwee TAN Conference Proceeding Article

Sensor OpenFlow: Enabling Software-Defined Wireless Sensor Networks, Tie LUO, Hwee-Pink TAN, and Tony Q. S. QUEK Journal Article

Talk versus work: Characteristics of developer collaboration on the Jazz platform, Subhajit DATTA, Renuka SINDHGATTA, and Bikram SENGUPTA Conference Proceeding Article

The shanghai-hongkong team at mediaeval2012: Violent scene detection using trajectory-based features, Yu-Gang JIANG, Qi DAI, Chun Chet TAN, Xiangyang XUE, and Chong-wah NGO Conference Paper

Trajectory-based modeling of human actions with motion reference points, Yu-Gang JIANG, Qi DAI, Xiangyang XUE, Wei LIU, and Chong-wah NGO Conference Proceeding Article

Social Media Analytics: Discovering insights from a connected world, Tin Seong KAM Presentation

Predicting common web application vulnerabilities from input validation and sanitization code patterns, Lwin Khin SHAR and Hee Beng Kuan TAN Conference Proceeding Article

A Computational Analysis of Bundle Trading Markets Design for Distributed Resource Allocation, Zhiling GUO, Gary J. KOEHLER, and Andrew B. WHINSTON Journal Article

Adaptive In-Network Processing for Bandwidth and Energy Constrained Mission-Oriented Multi-hop Wireless Networks, Sharanya ESWARAN, James EDWARDS, Archan MISRA, and Thomas LA PORTA Journal Article

Automatic classification of software related microblogs, Philips Kokoh PRASETYO, David LO, Achananuparp PALAKORN, Yuan TIAN, and Ee Peng LIM Conference Proceeding Article

BDUOL: Double Updating Online Learning on a Fixed Budget, Peilin ZHAO and Steven C. H. HOI Conference Proceeding Article

Combining Multiple Sensor Features For Stress Detection using Combinatorial Fusion, Yong DENG, D. F. HSU, Z. Wu, and Chao-Hsien CHU Journal Article

Detecting Similar Applications with Collaborative Tagging, Ferdian THUNG, David LO, and Lingxiao JIANG Conference Proceeding Article

Diversity Maximization Speedup for Fault Localization, Liang Gong, David LO, Lingxiao JIANG, and Hongyu Zhang Conference Paper

Diversity maximization speedup for fault localization, Liang GONG, David LO, Lingxiao JIANG, and Hongyu ZHANG Conference Proceeding Article

Duplicate Bug Report Detection with a Combination of Information Retrieval and Topic Modeling, Anh Tuan NGUYEN, Tung NGUYEN, Tien NGUYEN, David LO, and Chengnian SUN Conference Proceeding Article

Ensuring Flexible Process Compliance with Semantic Constraints using Mixed-Integer Programming, Akhil KUMAR, Wen YAO, and Chao-Hsien CHU Journal Article

Extending a mobile device's interaction space through body-centric interaction, Xiang CHEN, Nicolai MARQUARDT, Anthony TANG, Sebastian BORING, and Saul GREENBERG Conference Proceeding Article

Guest editors’ introduction: Methods innovations for the empirical study of technology adoption and diffusion, Robert John KAUFFMAN and Angsana A. TECHATASSANASOONTORN Transcript

Guest editors’ introduction: Poverty, technology, microfinance and development, Robert J. KAUFFMAN and Frederick J. Riggins Editorial

Inferring Semantically Related Software Terms and their Taxonomy by Leveraging Collaborative Tagging, Shaowei WANG, David LO, and Lingxiao JIANG Conference Proceeding Article

Information and Communication Technology, and the Sustainability of Microfinance, Robert J. KAUFFMAN and Frederick J. Riggins Journal Article

In-game action list segmentation and labeling in real-time strategy games, Wei GONG, Ee-Peng LIM, Palakorn ACHANANUPARP, Feida ZHU, David LO, and Freddy Chong-Tat CHUA Conference Proceeding Article

In Search of Efficient Flexibility: Effects of Software Component Granularity on Development Effort, Defects, and Customization Effort, Ramanath SUBRAMANYAM, Narayanasamy RAMASUBBU, and M. S. Krishnan Journal Article

Interactive fault localization leveraging simple user feedback, Liang GONG, David LO, Lingxiao JIANG, and Hongyu ZHANG Conference Proceeding Article

kbe-Anonymity: Test Data Anonymization for Evolving Programs, - Lucia, David LO, Lingxiao JIANG, and Aditya Budi Conference Paper