Skip to main content

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 2011 2011

Online AUC maximization, Peilin ZHAO, Steven C. H. HOI, Rong JIN, and Tianbo YANG Conference Proceeding Article

Parallel Learning to Rank for Information Retrieval, Shuaiqiang WANG, Byron J. GAO, Ke WANG, and Hady W. LAUW Conference Proceeding Article

Real-world parameter tuning using factorial design with parameter decomposition, Aldy GUNAWAN, Hoong Chuin LAU, and Elaine WONG Conference Proceeding Article

Relevant knowledge helps in choosing right teacher: Active query selection for ranking adaptation, Peng CAI, Wei GAO, Kam-Fai WONG, and Aoying ZHOU Conference Proceeding Article

Scalable Multiagent Planning using Probabilistic Inference, Akshat KUMAR, Shlomo ZILBERSTEIN, and Marc TOUSSAINT Conference Proceeding Article

Solution pluralism and metaheuristics, Steven O. Kimbrough, Ann KUO, Hoong Chuin LAU, Frederic H. Murphy, and David Harlan Wood Conference Paper

Trust network inference for online rating data using generative models, Freddy Tat Chua CHUA and Ee Peng LIM Conference Proceeding Article

Unsupervised discovery of discourse relations for eliminating intra-sentence polarity ambiguities, Lanjun ZHOU, Binyang LI, Wei GAO, Zhongyu WEI, and Kam-Fai WONG Conference Proceeding Article

Unsupervised Information Extraction with Distributional Prior Knowledge, Cane Wing-ki LEUNG, Jing JIANG, Kian Ming A. CHAI, Hai Leong Chieu, and Loo-Nin Teow Conference Proceeding Article

Parallel Markets, Interdependent Assets, and Market Crashes: An Agent-Based Modeling Perspective, Shih-Fen CHENG, Wing Bernard LEE, and Annie KOH Presentation

Trajectory-Based Consumer Segmentation and Product Recommender System in the Online Market, Young Soo KIM and Ramayya Krishnan Presentation

A mobile context monitoring platform for pervasive computing environments, Youngki LEE, Chulhong MIN, Younghyun JU, Saumay PUSHP, and Junehwa SONG Conference Proceeding Article

Adaptive display power management for mobile games, Bhojan ANAND, Karthik THIRUGNANAM, Jeena SEBASTIAN, Pravein G. KANNAN, Akhihebbal L. ANANDA, Mun Choon CHAN, and Rajesh Krishna BALAN Conference Proceeding Article

A feature based frequency domain analysis algorithm for fault detection of induction motors, Zhaoxia WANG, C. S. CHANG, and ZHANG Yifan Conference Proceeding Article

A Quality Metric for Sustainable Innovations, Arcot Desai NARASIMHALU Conference Paper

A Solution with Security Concern for RFID-Based Track and Trace Services in EPCglobal-Enabled Supply Chains, Wei HE, Yingjiu LI, Kevin CHIEW, Tieyan LI, and Eng Wah LEE Book Chapter

CIO reporting structure, strategic positioning, and firm performance, Rajiv D BANKER, Nan HU, Paul A PAVLOU, and Jerry LUFTMAN Journal Article

Continuous Visible Nearest Neighbor Query Processing in Spatial Databases, Yunjun GAO, Baihua ZHENG, Gencai CHEN, Qing LI, and Xiaofa GUO Journal Article

Enhancing SOA Integration through Enterprise Services, Venky SHANKARARAMAN and Eng Kit LUM Conference Proceeding Article

Fully Secure Cipertext-Policy Hiding CP-ABE, Junzuo LAI, Robert H. DENG, and Yingjiu LI Conference Proceeding Article

Getting to Global Yes! Designing a Distributed Student Collaboration, Selma Limam MANSAR, Randy WEINBERG, and Benjamin Kok Siew GAN Conference Proceeding Article

Hierarchical identity-based chameleon hash and its applications, Feng BAO, Robert H. DENG, Xuhua DING, Junzuo LAI, and Yunlei ZHAO Conference Proceeding Article

High-Performance Composite Event Monitoring System Supporting Large Numbers of Queries and Sources, SangJeong LEE, Youngki LEE, Byoungjip KIM, K. Selcuk CANDAN, Yunseok RHEE, and Junehwa SONG Conference Proceeding Article

kb-anonymity: A model for anonymized behavior-preserving test and debugging data, Aditya BUDI, David LO, Lingxiao JIANG, and Lucia Lucia Conference Proceeding Article

Link type based pre-cluster pair model for coreference resolution, Yang SONG, Houfeng WANG, and Jing JIANG Conference Proceeding Article

On combining state space reductions with global fairness assumptions, Shao Jie ZHANG, Jun SUN, Jun PANG, Yang LIU, and Jin Song DONG Conference Proceeding Article

Online fault detection of induction motors using frequency domain independent components analysis, Zhaoxia WANG and C. S. CHANG Conference Proceeding Article

Optimizing Sensor Data Acquisition for Energy-Efficient Smartphone-based Continuous Event Processing, Archan MISRA and Lipyeow LIM Conference Proceeding Article

Preserving transparency and accountability in optimistic fair exchange of digital signatures, Xinyi HUANG, Yi Mu, Willy Susilo, Jianying Zhou, and Robert H. DENG Journal Article

Query weighting for ranking model adaptation, Peng CAI, Wei GAO, Aoying ZHOU, and Kam-Fai WONG Conference Proceeding Article

Real-time trip information service for a large taxi fleet, Rajesh Krishna BALAN, Nguyen Xuan KHOA, and Lingxiao JIANG Conference Proceeding Article

Regret minimizing audits: A learning-theoretic basis for privacy protection, Jeremiah BLOCKI, Nicolas CHRISTIN, Anupam DATTA, and Arunesh SINHA Conference Proceeding Article

Secure localization with attack detection in wireless sensor networks, Wentao ZHU, Yang Xiang, Jianying Zhou, Robert H. DENG, and Bao Feng Journal Article

Smoothly varying affine stitching, Wen-yan LIN, Siying LIU, Yasuyuki MATSUHITA, Tian-Tsong NG, and Loong-Fah CHEONG Conference Proceeding Article

Supervisory evolutionary optimization strategy for adaptive maintenance schedules, Zhaoxia WANG and C. S. CHANG Conference Proceeding Article

Topical Keyphrase Extraction from Twitter, Xin ZHAO, Jing JIANG, Jing HE, Yang SONG, Palakorn ACHANANUPARP, Ee Peng LIM, and Xiaoming LI Conference Proceeding Article

Towards human-like social multi-agents with memetic automaton, Liang FENG, Yew-Soon ONG, Ah-hwee TAN, and Xian-Shun CHEN Conference Proceeding Article

Using service responsibility tables to supplement UML in analyzing e-service systems, Xin TAN, Steven ALTER, and Keng SIAU Journal Article

A Journey through the Spatial Data Mining and Geographic Knowledge Discovery Jungle, Tin Seong KAM Presentation

Getting to Know Social Media Analytics, Tin Seong KAM Presentation

Mining Software Specifications: Methodologies and Applications, David LO, Siau-Cheng KHOO, Chao LIU, and Jiawei HAN Edited Book

Adaptive decision support for structured organizations: A case for OrgPOMDPs, Pradeep Reddy VARAKANTHAM, Nathan Schurr, Alan Carlin, and Christopher Amato Conference Proceeding Article

A simple curious agent to help people be curious, Han YU, Zhiqi SHEN, Chunyan MIAO, and Ah-hwee TAN Conference Proceeding Article

BeeSpace Navigator: Exploratory Analysis of Gene Function using Semantic Indexing of Biological Literature, Moushumi Sen SARMA, David Arcoleo, Radhika S. Khetani, Brant CHEE, Xu Ling, Xin He, Jing JIANG, Qiaozhu MEI, ChengXiang ZHAI, and Bruce Schatz Journal Article

Configuring global software teams: A multi-company analysis of productivity, quality, and profits, Narayanasamy RAMASUBBU, Marcelo CATALDO, Rajesh Krishna BALAN, and James HERBSLEB Conference Proceeding Article

Continuous Nearest Neighbor Search in the Presence of Obstacles, Yunjun GAO, Baihua ZHENG, Gang CHEN, Chun CHEN, and Qing LI Journal Article

Decentralized Decision Support for an Agent Population in Dynamic and Uncertain Domains, Pradeep Reddy VARAKANTHAM, Shih-Fen CHENG, and Thi Duong NGUYEN Conference Proceeding Article

Design and performance analysis of MAC schemes for wireless sensor networks powered by ambient energy harvesting, Zhi Ang EU, Hwee-Pink TAN, and Winston K. G. SEAH Journal Article

Distributed Model Shaping for Scaling to Decentralized POMDPs with hundreds of agents, Prasanna VELAGAPUDI, Pradeep Reddy VARAKANTHAM, Katia Sycara, and Paul Scerri Conference Proceeding Article

Double Updating Online Learning, Peilin ZHAO, Steven C. H. HOI, and Rong JIN Journal Article

Fragile online relationship: A first look at unfollow dynamics in Twitter, Haewoon KWAK, Hyunwoo CHUN, and Sue. MOON Conference Proceeding Article

How do programmers ask and answer questions on the web? (NIER track), Christoph TREUDE, Ohad BARZILAY, and Margaret-Anne STOREY Conference Proceeding Article

Incremental DCOP Search Algorithms for Solving Dynamic DCOP Problems, William YEOH, Pradeep VARAKANTHAM, Xiaoxun SUN, and Sven KOENIG Conference Proceeding Article

Leveraging complex event processing for smart hospitals using RFID, Wen YAO, Chao-Hsien CHU, and Zang LI Journal Article

Measuring API documentation on the web, Chris PARNIN and Christoph TREUDE Conference Proceeding Article

Message-Passing Algorithms for Large Structured Decentralized POMDPs, Akshat KUMAR and Shlomo ZILBERSTEIN Conference Proceeding Article

Mining Message Sequence Graphs, Sandeep KUMAR, Siau-Cheng KHOO, Abhik Roychoudhury, and David LO Conference Proceeding Article

Prototyping Video Games with Animation, Richard C. DAVIS Conference Paper

Prototyping Video Games with Animation, Richard Christopher DAVIS

SandCanvas: A Multi-touch Art Medium Inspired by Sand Animation, Rubaiat Habib KAZI, Kien-Chuan CHUA, Shengdong ZHAO, Richard Christopher DAVIS, and Kok-Lim Low Conference Proceeding Article

SandCanvas: New Expressions in Sand Animation, Rubaiat Habib Kazi, Kien-Chuan Chua, Shengdong Zhao, Richard Christopher DAVIS, and Kok-Lim Low

SandCanvas: New Possibilities in Sand Animation, Rubaiat Habib KAZI, Kien-Chuan CHUA, Shengdong ZHAO, Richard Christopher DAVIS, and Kok-Lim Low Conference Proceeding Article

Second international workshop on Web 2.0 for Software Engineering (Web2SE 2011), Christoph TREUDE, Margaret-Anne STOREY, Arie VAN DEURSEN, Andrew BEGEL, and Sue BLACK Conference Proceeding Article

TeamSkill: Modeling Team Chemistry in Online Multi-Player Games, Colin DELONG, Nishith Pathak, Kendrick Erickson, Eric Perrino, Kyong Jin SHIM, and Jaideep Srivastava Conference Proceeding Article

Effect of challenge, control and curiosity on intrinsic motivation in computer gaming for learning, Sook-Yee Edna CHAN, Seng Chun Alvin TANG, Fiona Fui-hoon NAH, Huei Wuan LOW-EE, and Qizhang LIU Conference Proceeding Article

Impact of flow on exploratory learning behavior in gaming and learning achievement, Fiona Fui-hoon NAH, Keng SIAU, and Sook-Yee Edna CHAN Conference Proceeding Article

Real-time smoke simulation with improved turbulence by spatial adaptive vorticity confinement, Shengfeng HE, Hon-Cheng WONG, Wai-Man PANG, and Un-Hong WONG Journal Article

Key establishment — Secrecy, authentication and anonymity, Guomin YANG, Duncan S. WONG, and Xiaotie DENG Book Chapter

RFID mutual authentication protocols with universally composable security, Chunhua SU, Yingjiu LI, and Robert H. DENG Conference Proceeding Article

Interactivity-constrained server provisioning in large-scale distributed virtual environments, Nguyen Binh Duong TA, Thang NGUYEN, Suiping ZHOU, Xueyan TANG, Wentong CAI, and Rassul AYANI Journal Article

Abstracting Events for Data Mining, David LO, Ganesan RAMALINGAM, Venkatesh-Prasad RANGANATH, and Kapil VASWANI Patent

Action learning: Reflections of a first-time coach, Siu Loon HOE Journal Article

A Family of Simple Non-Parametric Kernel Learning Algorithms from Pairwise Constraints, Jinfeng ZHUANG, Ivor W. TSANG, and Steven C. H. HOI Journal Article

A High-Throughput Routing Metric for Reliable Multicast in Multi-Rate Wireless Mesh Networks, Xin ZHAO, Jun GUO, Chun Tung CHOU, Archan MISRA, and Sanjay JHA Conference Proceeding Article

Bidirectional Mining of Non-Redundant Recurrent Rules from a Sequence Database, David LO, Bolin DING, - Lucia, and Jiawei Han Conference Proceeding Article

Comparing Twitter and Traditional Media using Topic Models, Wayne Xin ZHAO, Jing JIANG, Jianshu WENG, Jing HE, Ee Peng LIM, Hongfei YAN, and Xiaoming LI Conference Proceeding Article

Confidence Weighted Mean Reversion Strategy for On-Line Portfolio Selection, Bin LI, Steven C. H. HOI, Peilin ZHAO, and Vivek Gopalkrishnan Conference Proceeding Article

CORN: Correlation-driven Nonparametric Learning Approach for Portfolio Selection, Bin LI, Steven C. H. HOI, and Vivekanand GOPALKRISHNAN Journal Article

Efficient Topological OLAP on Information Networks, Qiang QU, Feida ZHU, Xifeng YAN, Jiawei HAN, Philip YU, and Hongyan LI Conference Proceeding Article

Fusing heterogeneous modalities for video and image re-ranking, Hung-Khoon TAN and Chong-wah NGO Conference Proceeding Article

Heterogeneous signcryption with key privacy, Qiong HUANG, Duncan S. WONG, and Guomin YANG Journal Article

Image in painting method based on evolutionary algorithm, Zhaoxia WANG, Quan WANG, C. S. CHANG, Ming BAI, Zhen SUN, and Ting YANG Journal Article

IR-Tree: An Efficient Index for Geographic Document Search, Zhisheng LI, Ken C. K. LEE, Baihua ZHENG, Wang-Chien LEE, Dik Lun LEE, and Xufa WANG Journal Article

Learning feature dependencies for noise correction in biomedical prediction, Ghim-Eng YAP, Ah-Hwee TAN, and Hwee Hwa PANG Conference Proceeding Article

MKBoost: A framework of multiple kernel boosting, Hao XIA and Steven C. H. HOI Conference Proceeding Article

PeerCast: Improving link layer multicast through cooperative relaying, Jie XIONG and Romit Roy CHOUDHURY Conference Proceeding Article

Predicting Item Adoption Using Social Correlation, Freddy Chong-Tat CHUA, Hady W. LAUW, and Ee Peng LIM Conference Proceeding Article

Towards Succinctness in Mining Scenario-Based Specifications, David LO and Shahar Maoz Conference Proceeding Article

Two-Layer Multiple Kernel Learning, JInfeng ZHUANG, Ivor W. TSANG, and Steven C. H. HOI Conference Proceeding Article

Utility-Oriented K-Anonymization on Social Networks, Yazhe WANG, Long XIE, Baihua ZHENG, and Ken C. K. LEE Conference Proceeding Article

Weight-based boosting model for cross-domain relevance ranking adaptation, Peng CAI, Wei GAO, Kam-Fai WONG, and Aoying ZHOU Conference Proceeding Article

YouTube Analyzed: User Behavior on Social Media Sites, Qian TANG Presentation

An Energy Efficient Quality Adaptive Multi-Modal Sensor Framework for Context Recognition, Nirmalya ROY, Archan MISRA, Christine JULIEN, Sajal K. DAS, and Jit BISWAS Conference Proceeding Article

Authenticated key exchange under bad randomness, Guomin YANG, Shanshan DUAN, Duncan S. WONG, Chik How TAN, and Huaxiong WANG Conference Proceeding Article

A virtualization-based approach for zone migration in distributed virtual environments, Nguyen Binh Duong TA, Thang NGUYEN, Tran NGUYEN, Do NGUYEN, Xueyan TANG, Wentong CAI, and Suiping ZHOU Conference Proceeding Article

Certificateless public key encryption: A new generic construction and two pairing-free schemes, Guomin YANG and Chik How TAN Journal Article

Chameleon all-but-one TDFs and their application to chosen-ciphertext security, Junzuo LAI, Robert H. DENG, and Shengli LIU Conference Proceeding Article

ECRA co-editors introduction for volume 10, issue 2, March, April 2011, Robert John KAUFFMAN, Patrick Y. K. Chau, Terry R. Payne, and J. Christopher Westland Editorial

How information management capability influences firm performance, Sunil MITHAS, Narayan RAMASUBBU, and V. Sambamurthy Journal Article

Integrating a Process-Based Composite Application With ERP, Venky SHANKARARAMAN and Eng Kit LUM Conference Paper