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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

Hierarchical self-healing key distribution for heterogeneous wireless sensor networks, Yanjiang YANG, Jianying ZHOU, Robert H. DENG, and Feng BAO Conference Proceeding Article

Information Security: Facilitating User Precautions Vis-a-Vis Enforcement Against Attackers, Ivan P. L. PNG and QIU-HONG WANG Journal Article

Innovation Rules: A Step by Step Approach Towards Identifying New Innovation Opportunities, Arcot Desai NARASIMHALU Book

Localized matching using Earth Mover's Distance towards discovery of common patterns from small image samples, Hung-Khoon TAN and Chong-wah NGO Journal Article

Multi-view ear recognition based on moving least square pose interpolation, Heng LIU, David ZHANG, and Zhiyuan ZHANG Conference Proceeding Article

Research Strategies for E-Business: A Philosophy of Science View in the Age of the Internet, Robert J. KAUFFMAN and Charles A. WOOD Book Chapter

Understanding early diffusion of digital wireless phones, Robert J. KAUFFMAN and Angsana A. Techatassanasoontorn Journal Article

Visible Reverse k-Nearest Neighbor Query Processing in Spatial Databases, Yunjun GAO, Baihua ZHENG, Gencai CHEN, Wang-Chien LEE, Ken C. K. LEE, and Qing LI Journal Article

Why quants fail, M. THULASIDAS Magazine Article

Exploiting bilingual information to improve web search, Wei GAO, John BITZER, Ming ZHOU, and Kam-Fai WONG Conference Proceeding Article

A Distributed Spatial Index for Error-Prone Wireless Data Broadcast, Baihua ZHENG, Wang-Chien LEE, Ken C. K. LEE, Dik Lun LEE, and Min SHAO Journal Article

A Fair Assignment Algorithm for Multiple Preference Queries, Leong Hou U, Nikos Mamoulis, and Kyriakos Mouratidis Conference Proceeding Article

Application of fast independent component analysis in fault detection of induction motors, W. Xu, F. F. Hao, Q. Hao, N. N. Li, T. Yang, and Zhaoxia WANG Journal Article

Data Mining for Software Engineering, Tao XIE, Suresh Thummalapenta, David LO, and Chao LIU Journal Article

Detecting Review Management, Nan HU and Ling LIU Conference Paper

Do Vendor Pricing Decisions Fully Reflect Information in Online Reviews?, Nan HU, Ling LIU, and Chenkai Ni Conference Paper

Essential Spreadsheet Modeling Course for Business Students, Thin Yin LEONG and Michelle L. F. CHEONG Journal Article

Evaluating Straddle Carrier Deployment Policies: A Simulation Study for the Piraeus Container Terminal, Eleni HADJICONSTANTINOU and Nang Laik MA Journal Article

Extracting Paraphrases of Technical Terms from Noisy Parallel Software Corpus, Xiaoyin WANG, David LO, Jing JIANG, LU ZHANG, and Hong Mei Conference Paper

Game Action Based Power Management for Multiplayer Online Game, Bhojan ANAND, A. L. ANANDA, Mun Choon CHAN, Long Thanh LE, and Rajesh Krishna BALAN Conference Proceeding Article

Inferring Player Rating from Performance Data in Massively Multiplayer Online Role-Playing Games (MMORPGs), Kyong Jin SHIM, Muhammad Aurangzeb AHMAD, Nishith PATHAK, and Jaideep SRIVASTAVA Conference Proceeding Article

Intelligent Road Network Routing Prototype for Singapore (Towards One Nsdi), Tin Seong KAM, Hridaya Misra Aditya, JI Junyao, and Chee Yong Timothy TAN Conference Paper

Interactive GeoVisual Analytic Tool (IGVAT)-A spatio-temporal multivariate data exploratory, Tin Seong KAM, Adhyan Arizki, Nhu Ngoc Cao Dang, and LIM Qiuhui Conference Paper

Multilayer image inpainting approach based on neural networks, Quan WANG, Zhaoxia WANG, Che Sau CHANG, and Ting YANG Conference Proceeding Article

Multi-Task Transfer Learning for Weakly-Supervised Relation Extraction, Jing JIANG Conference Proceeding Article

On Efficient Mutual Nearest Neighbor Query Processing in Spatial Databases, Yunjun GAO, Baihua ZHENG, Gencai CHEN, and Qing LI Journal Article

Optimal-Location-Selection Query Processing in Spatial Databases, Yunjun GAO, Baihua ZHENG, Gencai CHEN, and Qing LI Journal Article

Scalable Verification for Outsourced Dynamic Databases, Hwee Hwa PANG, Jilian ZHANG, and Kyriakos MOURATIDIS Conference Proceeding Article

Setting discrete bid levels adaptively in repeated auctions, Jilian ZHANG, Hoong Chuin LAU, and Jialie SHEN Conference Proceeding Article

Ssnetviz: A visualization engine for heterogeneous semantic social networks, Ee Peng LIM, Maureen MAUREEN, Nelman Lubis IBRAHIM, Aixin SUN, Anwitaman DATTA, and Kuiyu CHANG Conference Proceeding Article

Strategic Responses to Standardization: Embrace, Extend or Extinguish?, Jason WOODARD and Joel WEST Conference Paper

Symphony: Enabling Search-Driven Applications, John C. SHAFER, Rakesh AGRAWAL, and Hady W. LAUW Conference Paper

Formal verification of scalable nonzero indicators, Jun SUN, Yang LIU, Jun SUN, Jin Song DONG, Wei CHEN, and Yanhong A. LIU Conference Proceeding Article

A Bayesian approach integrating regional and global features for image semantic learning, Luong-Dong NGUYEN, Ghim-Eng YAP, Ying LIU, Ah-hwee TAN, Liang-Tien CHIA, and Joo-Hwee LIM Conference Proceeding Article

Active learning for causal bayesian network structure with non-symmetrical entropy, Li G. and Tze-Yun LEONG Conference Proceeding Article

A Method for Monetizing Technology Innovations, Arcot Desai NARASIMHALU Conference Proceeding Article

An Agent-based Commodity Trading Simulation, Shih-Fen CHENG and Yee Pin LIM Conference Proceeding Article

Answering the Need for Information Assurance Graduates: A Case Study of Pennsylvania State University's Security and Risk Analysis, R. L. MARCHANT, R. Cole, and Chao-Hsien CHU Journal Article

Automatic Steering of Behavioral Model Inference, David LO, Leonardo Mariani, and Mauro Pezze Conference Proceeding Article

Bonus plans of mice and men, M. THULASIDAS Magazine Article

Compositemap: A Novel Framework for Music Similarity Measure, Bingjun ZHANG, Jialie SHEN, Qiaoliang XIANG, and Ye WANG Conference Proceeding Article

Concept Drifting Detection on Noisy Streaming Data in Random Ensemble Decision Trees, Peipei LI, X. Hu, Qianhui (Althea) LIANG, and Yunjun GAO Conference Proceeding Article

Conditional Proxy Broadcast Re-Encryption, Cheng-Kang CHU, Jian Weng, Sherman S. W. Chow, Jianying Zhou, and Robert H. DENG Conference Proceeding Article

Continuous Obstructed Nearest Neighbor Queries in Spatial Databases, Yunjun GAO and Baihua ZHENG Conference Proceeding Article

Creating human-like autonomous players in real-time first person shooter computer games, Di WANG, Budhitama SUBAGDJA, Ah-hwee TAN, and Gee-Wah NG Conference Proceeding Article

Efficient non-interactive range proof, Tsz Hon YUEN, Qiong HUANG, Yi MU, Willy SUSILO, Duncan S. WONG, and Guomin YANG Conference Proceeding Article

Electronic commerce research and applications (ECRA) co-editors' introduction for volume 8, issue 4, July - August 2009, Robert John KAUFFMAN, Patrick Y. K. Chau, Terry R. Payne, and J. Christopher Westland Editorial

Emerging Behaviors in a Large Scale System: The Singapore Education System, Ori SASSON Conference Paper

Enhancing the Speed and Accuracy of Automated Parameter Tuning in Heuristic Design, Hoong Chuin LAU and Fei Xiao Conference Proceeding Article

Exploring inter-concept relationship with context space for semantic video indexing, Xiao-Yong WEI, Yu-Gang JIANG, and Chong-wah NGO Conference Proceeding Article

Identifying Bug Signatures Using Discriminative Graph Mining, Hong CHENG, David LO, YANG ZHOU, Xiaoyin WANG, and Xifeng YAN Conference Proceeding Article

Integrating specification and programs for system modeling and verification, Jun SUN, Yang LIU, Jin Song DONG, and Chunqing CHEN Conference Proceeding Article

Internal Supply Chain Coordination in the Electric Utility Industry, Guiseppi FORGIONNE and Zhiling GUO Journal Article

KTR: An efficient key management scheme for secure data access control in wireless broadcast services recovery, Qijun GU, Peng LIU, Wang-Chien LEE, and Chao-Hsien CHU Journal Article

Large-scale near-duplicate web video search: Challenge and opportunity, Wan-Lei ZHAO, Song TAN, and Chong-wah NGO Conference Proceeding Article

Leak-Free Mediated Group Signatures, Xuhua DING, Gene TSUDIK, and Shouhuai XU Journal Article

Learning and inferencing in user ontology for personalized Semantic Web search, Xing JIANG and Ah-hwee TAN Journal Article

On the Effectiveness of Software Diversity: A Systematic Study on Real-World Vulnerabilities, Jin HAN, Debin GAO, and Robert H. DENG Conference Proceeding Article

On using genetic algorithms to support post-solution deliberation in the generalized assignment problem, Steven O. KIMBROUGH, Ann KUO, and Hoong Chuin LAU Conference Paper

Poster abstract: BeamCast: Harnessing beamforming capabilities for link layer multicast, Souvik SEN, Rahul GHOSH, Jie XIONG, and Romit Roy CHOUDHURY Magazine Article

Randomization for Testing Systems of Systems, Qianhui (Althea) LIANG and S. Rubin Conference Proceeding Article

Spatial Cloaking Revisited: Distinguishing Information Leakage from Anonymity, Kar Way TAN, Yimin LIN, and Kyriakos MOURATIDIS Conference Proceeding Article

The wisdom of the few: A collaborative filtering approach based on expert opinions from the web, Xavier AMATRIAIN, Neal LATHIA, Josep M. PUJOL, Haewoon KWAK, and Nuria. OLIVER Conference Proceeding Article

Towards expressive specification and efficient model checking, Jin Song DONG and Jun SUN Conference Proceeding Article

Verification of population ring protocols in PAT, Yang LIU, Jun PANG, Jun SUN, and Jianhua ZHAO Conference Proceeding Article

Bridging Academic and Industry Innovation Networks, Arcot Desai NARASIMHALU Conference Paper

Fair model checking with process counter abstraction, Jun SUN, Yang LIU, Abhik ROYCHOUDHURY, Shanshan LIU, and Jin Song DONG Conference Proceeding Article

Model checking linearizability via refinement, Yang LIU, Wei CHEN, Yanhong A. LIU, and Jun SUN Conference Proceeding Article

Adaptive In-Network Processing for Bandwidth and Energy Constrained Mission-Oriented Multi-hop Wireless Networks, Sharanya ESWARAN, Matthew JOHNSON, Archan MISRA, and Thomas LA PORTA Conference Proceeding Article

Applying Sanitizable Signature to Web-Service-Enabled Business Processes: Going Beyond Integrity Protection, Kar Way TAN and Robert H. DENG Conference Proceeding Article

Architectural Dualities in Complex Systems: Components, Interfaces, Technologies and Organizations, C. Jason WOODARD and Joel West Conference Paper

A revisit of generative model for automatic image annotation using markov random fields, Yu XIANG, Xiangdong ZHOU, Tat-Seng CHUA, and Chong-wah NGO Conference Proceeding Article

Buzzspace: Virtual World Based Game for Youth Engagement, Ori SASSON and Shamim Akhtar Conference Paper

Conceptual framework of a dynamic resource allocation test bed and its practical realization with ProModel, I. R. WIOR, Z. J. ZHAO, M. LUO, J. B. ZHANG, S. S. GE, and Hoong Chuin LAU Conference Proceeding Article

Control-theoretic optimization of utility over mission lifetimes in multi-hop wireless networks, Sharanya ESWARAN, Archan MISRA, and Thomas LA PORTA Conference Proceeding Article

Cyber attacks: Cross-country interdependence and enforcement, QIU-HONG WANG and Seung Hyun KIM Conference Proceeding Article

Goldenspear Hls: Wargame for Peacekeeping and Homeland Security, Ori SASSON and Hajindar Singh Conference Paper

Information sharing and strategic signaling in supply chains, Robert J. KAUFFMAN and Hamid MOHTADI Journal Article

Intentional learning agent architecture, Budhitama SUBAGDJA, Liz SONENBERG, and Iyad RAHWAN Journal Article

Interference-aware routing protocol in multi-radio wireless mesh networks, Byoungheon SHIN, Yangwoo KO, Jisun AN, and Dongman LEE Conference Proceeding Article

mFerio: The design and evaluation of a peer-to-peer mobile payment system, Rajesh Krishna BALAN, Narayanasamy RAMASUBBU, Komsit Prakobphol, Nicolas Christin, and Jason Hong Conference Proceeding Article

Non-Redundant Sequential Rules - Theory and Algorithm, David LO, Siau-Cheng KHOO, and Limsoon WONG Journal Article

Nonrigid Shape Recovery by Gaussian Process Regression, Jianke ZHU, Steven C. H. HOI, and Michael R. LIU Conference Proceeding Article

SimpleNPKL: Simple Non-Parametric Kernel Learning, Jinfeng ZHUANG, Ivor TSANG, and Steven C. H. HOI Conference Proceeding Article

The Influence of Online Word-of-Mouth of Long Tail Formation in Online Book Sale: An Empirical Analysis, Qian TANG, Bin GU, and Andrew WHINSTON Presentation

A formal framework for modeling and validating Simulink diagrams, Chunqing CHEN, Jin Song DONG, and Jun SUN Journal Article

An Agent-based Commodity Trading Simulation, Shih-Fen CHENG, Yee Pin LIM, and Chao-Chi LIU Conference Proceeding Article

A Novel Framework for Efficient Automated Singer Identification in Large Music Databases, Jialie SHEN, John Shepherd, Bin CUI, and Kian-Lee TAN Journal Article

Are Online Auction Markets Efficient? An Empirical Study of Market Liquidity and Abnormal Returns., Robert J. KAUFFMAN, Trent J Spaulding, and Charles A. Wood Journal Article

A self-organizing neural network architecture for intentional planning agents, Budhitama SUBAGDJA and Ah-hwee TAN Conference Proceeding Article

Automatic mining of functionally equivalent code fragments via random testing, Lingxiao JIANG and Zhendong SU Conference Proceeding Article

Classification of Software Behaviors for Failure Detection: A Discriminative Pattern Mining Approach, David LO, Hong CHENG, Jiawei Han, Siau-Cheng KHOO, and Chengnian SUN Conference Proceeding Article

ConcernLines: A timeline view of co-occurring concerns, Christoph TREUDE and Margaret-Anne STOREY Conference Proceeding Article

Constraint-Based Dynamic Programming for Decentralized POMDPs with Structured Interactions, Akshat KUMAR and Shlomo ZILBERSTEIN Conference Proceeding Article

Distributed Constraint Optimization with Structured Resource Constraints, Akshat KUMAR, Boi FALTINGS, and Adrian PETCU Conference Proceeding Article

Dynamic Programming Approximations for Partially Observable Stochastic Games, Akshat KUMAR and Shlomo ZILBERSTEIN Conference Proceeding Article

How tagging helps bridge the gap between social and technical aspects in software development, Christoph TREUDE and Margaret-Anne STOREY Conference Proceeding Article

On Mining Rating Dependencies in Online Collaborative Rating Networks, Hady W. LAUW, Ee Peng LIM, and Ke WANG Conference Proceeding Article

Predicting outcome for collaborative featured article nomination in Wikipedia, Meiqun HU, Ee Peng LIM, and Ramayya KRISHNAN Conference Paper

Semisupervised SVM batch mode active learning with applications to image retrieval, Steven C. H. HOI, Rong JIN, Jianke ZHU, and Michael R. LYU Journal Article