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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 2009 2009

Navigational Path Privacy Protection: Navigational Path Privacy Protection, Ken C. K. LEE, Wang-chien LEE, Hong Va LEONG, and Baihua ZHENG Conference Proceeding Article

n PAKE+: a tree-based group password-authenticated key exchange protocol using different passwords, Zhiguo WAN, Robert H. DENG, Feng Bao, Bart Preneel, and Ming GU Journal Article

Offering RSS Feeds: Does It Help to Gain Competitive Advantage?, Dan MA Conference Proceeding Article

Ontology-based business process customization for composite web services, Qianhui (Althea) LIANG, Xindong Wu, E. K. PARK, T. Khoshgoftaar, and C. Chi Journal Article

Open Innovation and Platform Pricing, Mei LIN, X. KE, and Andrew B. WHINSTON Conference Proceeding Article

Opportunities and challenges for information systems research: Beyond the bounds of statistical inference: An introduction: Chapter 1, Robert J. KAUFFMAN and Paul P. TALLON Book Chapter

Partially Materialized Digest Scheme: An Efficient Verification Method for Outsourced Databases, Kyriakos MOURATIDIS, Dimitris SACHARIDIS, and Hwee Hwa PANG Journal Article

Planning Technology Investments for High Payoffs: A Rational Expectations Approach to Gauging Potential and Realized Value in a Changing Environment, Yoris A. AU, Kim Huat GOH, Robert J. KAUFFMAN, and Frederick J. RIGGINS Book Chapter

Privacy-Preserving Querying in Sensor Networks, Emiliano CRISTOFARO, Xuhua DING, and Gene Tsudik Conference Proceeding Article

Quality-aware collaborative Question Answering: Methods and evaluation, Maggy Anastasia SURYANTO, Ee Peng LIM, Aixin SUN, and Roger Hsiang-Li CHIANG Conference Proceeding Article

QUC-Tree: Integrating query context information for efficient music retrieval, Jialie SHEN, Dacheng Tao, and Xuelong LI Journal Article

Ratings Lead You to the Product, Reviews Help you Clinch it? The Dynamics and Impact of Online Review Sentiments on Product Sales, Nan HU, Noi Sian KOH, and Srinivas K. REDDY Working Paper

Rule randomisation and its application to logic-based workflow verification, Qianhui (Althea) LIANG and S. Rubin Journal Article

Should We Collude? Analyzing the Benefits of Bidder Cooperation in Group-Buying Auctions, J. CHEN, X. CHEN, Robert J. Kauffman, and X. SONG Journal Article

Should We Collude? Analyzing the Benefits of Bidder Cooperation in Group-Buying Auctions., J. Chen, X. Chen, Robert John KAUFFMAN, and X. Song Journal Article

Spreadsheet Modeling of Hotel Room Sales and Demand Distribution Estimation, Thin Yin LEONG and Michelle Lee Fong CHEONG Journal Article

The Architecture of Platforms: A Unified View, Carliss Y. BALDWIN and C. Jason Woodard Book Chapter

The Price of Stability in Selfish Scheduling Games, Lucas AGUSSURJA and Hoong Chuin LAU Journal Article

Tuning On-Air Signatures for Balancing Performance and Confidentiality, Baihua ZHENG, Wang-chien LEE, Peng LIU, Dik Lun LEE, and Xuhua DING Journal Article

Two-Tier Air Indexing for on-Demand Xml Data Broadcast, Weiwei SUN, Ping YU, Yongrui Qin, Zhuoyao ZHANG, and Baihua ZHENG Conference Proceeding Article

Web Social Mining, Hady W. LAUW and Ee Peng LIM Encyclopaedia

When is it Beneficial for a Firm to Pursue a Unified Procurement Strategy for Enterprise Software Solutions?, Robert J. KAUFFMAN and Juliana Y. TSAI Conference Proceeding Article

Submissions from 2008 2008

Text Mining in Radiology Reports, Tianxia GONG, Chew Lim TAN, Tze-Yun LEONG, Cheng Kiang LEE, Boon Chuan PANG, C. C. Tchoyoson LIM, Qi TIAN, Suisheng TANG, and Zhuo ZHANG Conference Proceeding Article

A fast pruned‐extreme learning machine for classification problem, Hai-Jun RONG, Yew-Soon ONG, Ah-hwee TAN, and Zexuan ZHU Journal Article

Ambiguous optimistic fair exchange, Qiong HUANG, Guomin YANG, Duncan S. WONG, and Willy SUSILO Conference Proceeding Article

Analysis and Improvements of a Secure E-Tender Submission, Shaoying CAI, Yingjiu LI, Yunlei ZHAO, and Yiming ZHAO Conference Paper

A Security and Performance Evaluation of Hash-Based Rfid Protocols, Tong-Lee Lim, Tieyan Li, and Yingjiu Li Conference Paper

Chosen-Ciphertext Secure Proxy Re-Encryption without Pairing, Robert H. DENG, Jian Weng, Shengli LIU, and Kefei CHEN Conference Proceeding Article

Cognitive agents integrating rules and reinforcement learning for context-aware decision support, Teck-Hou TENG and Ah-hwee TAN Conference Proceeding Article

Cultural Factors in Technological Innovation and Entrepreneurship: Israel Versus Singapore, Ori SASSON Conference Paper

Distributing complementary resources across multiple periods with stochastic demand, Shih-Fen CHENG, John TAJAN, and Hoong Chuin LAU Conference Proceeding Article

Efficient Client-to-Client Password Authenticated Key Exchange, Yanjiang YANG, Feng BAO, and Robert H. DENG Conference Proceeding Article

Explaining Inferences in Bayesian Networks, Ghim-Eng YAP, Ah-Hwee TAN, and Hwee Hwa PANG Journal Article

Graph OLAP: Towards Online Analytical Processing on Graphs, CHEN CHEN, Xifeng YAN, Feida ZHU, Jiawei Han, and Philip S. YU Conference Proceeding Article

Hemorrhage slices detection in brain CT images, Liu R., Tan C., Tze-Yun LEONG, Lee C., Pang B., Lim C., Tian Q., Tang S., and Zhang Z. Conference Proceeding Article

Innovation in the programmable web: Characterizing the mashup ecosystem, C. Jason WOODARD and Shuli YU Conference Proceeding Article

Making Sense of Technology Trends in the Information Technology Landscape, Gediminas Adomavicius, Jesse C. Bockstedt, Alok Gupta, and Robert J. KAUFFMAN Journal Article

Mobitop: Accessing hierarchically organized georeferenced multimedia annotations, Thi Nhu Quynh KIM, Khasfariyati Razikin, Dion Hoe-Lian GOH, Quang Minh NGUYEN, and Ee Peng LIM Conference Proceeding Article

On visualizing heterogeneous semantic networks from multiple data sources, Maureen Maureen, Aixin SUN, Ee Peng LIM, Anwitaman DATTA, and Kuiyu CHANG Conference Proceeding Article

Planning with iFALCON: Towards a neural-network-based BDI agent architecture, Budhitama SUBAGDJA and Ah-hwee TAN Conference Proceeding Article

Pricing on-Demand Software Competitively in a Dynamic Market, Dan MA Conference Paper

Privacy Engine for Context-Aware Enterprise Application Services, Marion BLOUNT, John DAVIS, Maria EBLING, William JEROME, Barry LEIBA, Xuan LIU, and Archan MISRA Conference Proceeding Article

Robust regularized Kernel regression, Jianke ZHU, Steven C. H. HOI, and Michael R. LYU Journal Article

Scaling up multi-agent reinforcement learning in complex domains, Dan XIAO and Ah-hwee TAN Conference Proceeding Article

Text Cube: Computing IR Measures for Multidimensional Text Database Analysis, Cindy Xinde LIN, Bolin DING, Jiawei HAN, Feida ZHU, and Bo ZHAO Conference Proceeding Article

Value-at-Risk in Services-Oriented Systems and Technology Investments: A Framework for Managing Project Portfolio Uncertainties, Robert J. KAUFFMAN and Ryan Sougstad Journal Article

Vulnerability Analysis of RFID Protocols for Tag Ownership Transfer, Pedro PERIS-LOPEZ, Julio Hernandez-Castro, Juan Estevez-Tapiador, Tieyan LI, and Yingjiu LI Conference Paper

Writing for publication in biomedical informatics., D. Aronsky, Tze-Yun LEONG, J. Talmon, R. Haux, Safran, and C. Conference Proceeding Article

A neural network model for a hierarchical spatio-temporal memory, Kiruthika RAMANATHAN, Luping SHI, Jianming LI, Kian Guan LIM, Zhi Ping ANG, and Chong Chong TOW Conference Proceeding Article

A new framework for the design and analysis of identity-based identification schemes, Guomin YANG, Jing CHEN, Duncan S. WONG, Xiaotie DENG, and Dongsheng WANG Journal Article

Beyond semantic search: What you observe may not be what you think, Chong-wah NGO, Yu-Gang JIANG, Xiaoyong WEI, Wanlei ZHAO, Feng WANG, Xiao WU, and Hung-Khoon TAN Conference Paper

Bias and Controversy in Evaluation Systems, Hady Wirawan LAUW, Ee Peng LIM, and Ke WANG Journal Article

Determining Error Bounds for Spectral Filtering Based Reconstruction Methods in Privacy Preserving Data Mining, Songtao GUO, Xintao Wu, and Yingjiu LI Journal Article

Market Liquidity Provision for On-Demand Computing, Zhiling GUO Conference Proceeding Article

Modality Mixture Projections for Semantic Video Event Detection, Jialie SHEN, Dacheng TAO, and Xuelong LI Journal Article

Model-Driven Remote Attestation: Attesting Remote System from Behavioral Aspect, Liang GU, Xuhua DING, Robert H. DENG, Yanzhen ZOU, Bing XIE, Weizhong SHAO, and Hong MEI Conference Proceeding Article

Ontology-Based Compatibility Checking for Web Service Configuration Management, Qianhui (Althea) LIANG and M. N. Huhns Conference Proceeding Article

Profile-guided program simplification for effective testing and analysis, Lingxiao JIANG and Zhendong SU Conference Proceeding Article

Two-factor mutual authentication based on smart cards and passwords, Guomin YANG, Duncan S. WONG, Huaxiong WANG, and Xiaotie DENG Journal Article

Distribution-Based Similarity Measures for Multi-Dimensional Point Set Retrieval Applications, Jie SHAO, Zi HUANG, Heng Tao SHEN, Jialie SHEN, and Xiaofang ZHOU Conference Proceeding Article

A Federated UDDI System for Concurrent Access to Service Data, Qianhui (Althea) LIANG and J. Chung Conference Proceeding Article

A Service-Oriented Development Platform with Precise Service Discovery, G. LIU, Xindong WU, E. TANG, Qianhui (Althea) LIANG, and Y. LI Conference Proceeding Article

Robust Application Level QoS Management in Service-Oriented Systems, Qianhui (Althea) LIANG, Hoong Chuin LAU, and Xindong WU Conference Proceeding Article

Optimal Routing Policy for Taxi Queuing, Shih-Fen CHENG, Darshan Santani, and C. Jason WOODARD Presentation

Accelerating near-duplicate video matching by combining visual similarity and alignment distortion, Hung-Khoon TAN, Xiao WU, Chong-wah NGO, and Wan-Lei ZHAO Conference Proceeding Article

An effective approach to 3D deformable surface tracking, Jianke ZHU, Steven C. H. HOI, Zenglin XU, and Michael R. LYU Conference Proceeding Article

A Secure and Synthesis Tele-Ophthalmology System, Zhuo WEI, Yongdong Wu, Robert H. DENG, Shengsheng YU, Haixia YAO, Zhigang ZHAO, Lek Heng NGOH, Tock Han LIM, and Eugenie POH Journal Article

A study of early stage game design and prototyping, Brien COLWELL, Richard C. DAVIS, and James A. Landay Report

Bayesian Tensor Approach for 3-D Face Modeling, Dacheng TAO, Mingli SONG, Xuelong LI, Jialie SHEN, Jimeng SUN, Xindong WU, Christos Faloutsos, and Stephen J. Maybank Journal Article

Binhunt: Automatically Finding Semantic Differences in Binary Programs, Debin GAO, Michael K. Reiter, and Dawn SONG Conference Proceeding Article

Bridging the Gap between Data-Flow and Control-Flow Analysis for Anomaly Detection, Peng LI, Hyundo PARK, Debin GAO, and Jianming Fu Conference Proceeding Article

Comparison of online social relations in volume vs interaction: A case study of Cyworld, Hyunwoo CHUN, Haewoon KWAK, Young-Ho EOM, Yong-Yeol AHN, Sue MOON, and Hawoong. JEONG Conference Proceeding Article

Determining the number of BP neural network hidden layer units, Huayu SHEN, Zhaoxia WANG, Chengyao GAO, Juan QIN, Fubin YAO, and Wei XU Journal Article

Evaluation of operational plans in container terminal yards using Discrete-Event Simulation, Nang Laik MA and Eleni Hadjiconstantinou Journal Article

Event detection with common user interests, Meishan HU, Aixin SUN, and Ee Peng LIM Conference Proceeding Article

Fusing semantics, observability, reliability and diversity of concept detectors for video search, Xiao-Yong WEI and Chong-wah NGO Conference Proceeding Article

Hierarchical Inter-Object Traces for Specification Mining, David LO and Shahar Maoz Conference Proceeding Article

Impacts of Information and Communication Technologies on Country Development: Accounting for Area Interrelationships, Robert J. KAUFFMAN and Ajay Kumar Journal Article

Leveraging Social Context for Searching Social Media, Marc SMITH, Vladimir BARASH, Lise GETOOR, and Hady W. LAUW Conference Proceeding Article

Link layer multicast using smart antennas: No client left behind, Souvik SEN, Jie XIONG, Rahul GHOSH, and Romit Roy CHOUDHURY Conference Proceeding Article

Mining Specifications in Diversified Formats from Execution Traces, David LO Conference Proceeding Article

Model checking CSP revisited: Introducing a process analysis toolkit, Jun SUN, Yang LIU, and Jin Song DONG Conference Proceeding Article

Modeling video hyperlinks with hypergraph for web video reranking, Hung-Khoon TAN, Chong-wah NGO, and Xiao WU Conference Proceeding Article

Near-Duplicate Keyframe Retrieval by Nonrigid Image Matching, Jianke ZHU, Steven C. H. HOI, Michael R. LYU, and Shuicheng YAN Conference Proceeding Article

Offering RSS Feeds: Will it Increase Website Profitability?, Dan MA Conference Paper

Ontology-based visual word matching for near-duplicate retrieval, Yu-Gang JIANG and Chong-wah NGO Conference Proceeding Article

Ontology enhanced web image retrieval: Aided by Wikipedia and spreading activation theory, Huan WANG, Xing JIANG, Liang-Tien CHIA, and Ah-hwee TAN Conference Proceeding Article

Output regularized metric learning with side information, Wei LIU, Steven C. H. HOI, and Jianzhuang LIU Conference Proceeding Article

Recursive pattern based hybrid supervised training, Kiruthika RAMANATHAN and Sheng Uei GUAN Book Chapter

Remote Attestation on Program Execution, Liang GU, Xuhua DING, Robert H. DENG, Bing Xie, and Hong MEI Conference Proceeding Article

Representative entry selection for profiling blogs, Jinfeng ZHUANG, Steven C. H. HOI, Aixin SUN, and Rong JIN Conference Proceeding Article

Resource-aware Video Multicasting via Access Gateways in Wireless Mesh Networks, Wanqing TU, Cormac J. SREENAN, Chun Tung CHOU, and Archan MISRA Conference Proceeding Article

ROAD: An Efficient Framework for Location De-pendent Spatial Queries on Road Networks, Ken C. K. LEE, Wang-chien LEE, and Baihua ZHENG Conference Proceeding Article

Selection of concept detectors for video search by ontology-enriched semantic spaces, Xiao-Yong WEI, Chong-wah NGO, and Yu-Gang JIANG Journal Article

Spatio-temporal efficiency in a taxi dispatch system, Darshan SANTANI, Rajesh Krishna BALAN, and C. Jason WOODARD Report

Specification Mining of Symbolic Scenario-Based Models, David LO and Shahar Maoz Conference Proceeding Article

Specifying and verifying event-based fairness enhanced systems, Jun SUN, Yang LIU, Jin Song DONG, and Hai H. WANG Conference Proceeding Article

Specifying and verifying sensor networks: An experiment of formal methods, Jin Song DONG, Jing SUN, Jun SUN, Kenji TAGUCHI, and Xian ZHANG Conference Proceeding Article

Spreadsheet Data Resampling for Monte-Carlo Simulation, Thin Yin LEONG and Wee Leong LEE Journal Article

Structuring low-quality videotaped lectures for cross-reference browsing by video text analysis, Feng WANG, Chong-wah NGO, and Ting-Chuen PONG Journal Article