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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 2015 2015

SOLAR: Scalable Online Learning Algorithms for Ranking, Jialei WANG, Ji WAN, Yongdong ZHANG, and Steven C. H. HOI Conference Proceeding Article

Structured learning from heterogeneous behavior for social identity linkage, Siyuan LIU, Shuhui WANG, and Feida ZHU Journal Article

Towards City-scale Mobile Crowdsourcing: Task Recommendations under Trajectory Uncertainties, CHEN CEN, Shih-Fen CHENG, Hoong Chuin LAU, and Archan MISRA Conference Proceeding Article

Using tweets to help sentence compression for news highlights generation, Zhongyu WEI, Yang LIU, Chen LI, and Wei GAO Conference Proceeding Article

CICC: A Fine-grained, Semantic-aware, and Transparent Approach to Preventing Permission Leaks for Android Permission Managers, Daibin WANG; Haixia YAO; Yingjiu LI; Hai JIN; Deqing ZOU; and DENG, Robert H. Conference Proceeding Article

Adaptive Duty Cycling in Sensor Networks via Continuous Time Markov Chain Modelling, Ronald Wai Hong Chan, Pengfei Zhang, Wenyu Zhang, Ido Nevat, Alvin Cerdena VALERA, and Hwee Xian TAN Conference Proceeding Article

Direct structure estimation for 3D reconstruction, Nianjuan JIANG, Wen-yan LIN, Minh N. DO, and Jiangbo LU Conference Proceeding Article

QCRI: Answer selection for community question answering - Experiment for Arabic and English, Massimo NICOSIA, Simone FILICE, Alberto BARRON-CEDENO, Iman SALEH, Hamdy MUBARAK, Wei GAO, Preslav NAKOV, Giovanni Da San MARTINO, Alessandro MOSCHITTI, Kareem DARWISH, Lluis Marquz MARQUZ, Shafiq JOTY, and Walid Magdy MAGDY Conference Proceeding Article

Indexing Metric Uncertain Data for Range Queries, Lu CHEN, Yunjun GAO, Xinhan LI, Christian S. JENSEN, Gang CHEN, and Baihua ZHENG Conference Proceeding Article

GI '15: Proceedings of the 41st Graphics Interface Conference, Hao Richard ZHANG and Anthony TANG Edited Conference Proceeding

AARPA: Combining Mobile and Power-line Sensing for Fine-grained Appliance Usage and Energy Monitoring, Nirmalya ROY, Nilavra PATHAK, and Archan MISRA Conference Proceeding Article

Adaptive resource provisioning mechanism in VEEs for improving performance of HLA-based simulations, Zengxiang LI, Wentong CAI, Stephen John TURNER, Xiaorong LI, and Nguyen Binh Duong TA Journal Article

Analyzing Software as a Service with Per-Transaction Charges, Dan MA and Abraham SEIDMANN Journal Article

Assessing the Opportunities and Challenges with Big Data in the Mobile Payments Ecosystem, JUN LIU, Robert John KAUFFMAN, and Dan MA Conference Paper

Author Topic Model-Based Collaborative Filtering for Personalized POI Recommendations, Shuhui JIANG, Xueming QIAN, Jialie SHEN, Yun FU, and Tao MEI Journal Article

Author topic model-based collaborative filtering for personalized POI recommendations, Shuhui JIANG, Xueming QIAN, Jialie SHEN, Yun FU, and Tao MEI Journal Article

Continuous Non-malleable Key Derivation and its Application to Related-Key Security, Baodong QIN, Shenli LIU, Tsz Hon YUEN, Robert H. DENG, and Kefei CHEN Conference Proceeding Article

Discriminant analysis on Riemannian manifold of Gaussian distributions for face recognition with image sets, Wen. WANG, Ruiping. WANG, Zhiwu HUANG, Shiguang. SHAN, and Xilin. CHEN Conference Proceeding Article

Dynamic Redeployment to Counter Congestion or Starvation in Vehicle Sharing Systems, SUPRIYO GHOSH, Pradeep VARAKANTHAM, Yossiri ADULYASAK, and Patrick JAILLET Conference Proceeding Article

EMIF: Towards a scalable and effective indexing framework for large scale music retrieval, Jialie SHEN, Tao MEI, Dacheng TAO, Xuelong LI, and Yong RUI Conference Proceeding Article

Extracting development tasks to navigate software documentation, Christoph TREUDE, Martin P. ROBILLARD, and Barthélémy DAGENAIS Journal Article

Face video retrieval with image query via hashing across Euclidean space and Riemannian manifold, Y. LI, R. WANG, Zhiwu HUANG, S. SHAN, and X. CHEN Conference Proceeding Article

History-Based Controller Design and Optimization for Partially Observable MDPs, Akshat KUMAR and Shlomo ZILBERSTEIN Conference Proceeding Article

How are Chief Information Officers Different? A Comparative Empirical Study of American Chief CIOs, Gregory S. DAWSON, Man-Wai HO, and Robert John KAUFFMAN Journal Article

How are C-suite executives different? A comparative empirical study of the survival of American chief information officers, Gregory S. DAWSON, Man-Wai HO, and Robert J. KAUFFMAN Journal Article

Improving automatic name-face association using celebrity images on the Web, Zhineng CHEN, Bailan FENG, Chong-wah NGO, Caiyan JIA, and Xiangsheng HUANG Conference Proceeding Article

Integrated low-rank-based discriminative feature learning for recognition, Pan ZHOU, Zhouchen LIN, and Chao ZHANG Journal Article

Method for matching probabilistic encrypted data, Hwee Hwa PANG and Xuhua DING Patent

Multimodal learning with deep Boltzmann Machine for emotion prediction in user generated videos, Lei PANG and Chong-wah NGO Conference Proceeding Article

Online Consumers' Channel Choice between Online and Offline, Young Soo KIM Presentation

Online multimodal co-indexing and retrieval of weakly labeled web image collections, Lei MENG, Ah-hwee TAN, Cyril LEUNG, Liqiang NIE, Tan-Seng CHUA, and Chunyan MIAO Conference Proceeding Article

Probabilistic Inference Techniques for Scalable Multiagent Decision Making, Akshat KUMAR, Shlomo ZILBERSTEIN, and Marc TOUSSAINT Journal Article

Projection metric learning on Grassmann manifold with application to video based face recognition, Zhiwu HUANG, R. WANG, S. SHAN, and X. CHEN Conference Proceeding Article

Reliable Patch Trackers: Robust visual tracking by exploiting reliable patches, Yang LI, Jianke ZHU, and Steven C. H. HOI Conference Proceeding Article

Replica Placement for Availability in the Worst Case, Peng Li, Debin GAO, and Mike Reiter Conference Proceeding Article

Retail precinct management: A case of commercial decentralization in Singapore, Robert DE SOUZA, Hoong Chuin LAU, Mark GOH, Lindawati, Wee-Siong NG, and Puay-Siew TAN Conference Proceeding Article

Semi-supervised domain adaptation with subspace learning for visual recognition, Ting YAO, Yingwei PAN, Chong-wah NGO, Houqiang LI, and Tao MEI Conference Proceeding Article

Should We Use the Sample? Analyzing Datasets Sampled from Twitter's Stream API, Yazhe WANG, Jamie CALLAN, and Baihua ZHENG Journal Article

Showrooming vs. Competing: How does Brand Selection Matter?, Qian TANG and Mei LIN Conference Proceeding Article

Spatial and temporal image fusion via regularized spatial unmixing, Yong XU, Bo HUANG, Yueyue XU, Kai CAO, Chunlan GUO, and Deyu MENG Journal Article

Technology Investment Decision-Making under Uncertainty, Robert J. KAUFFMAN, Jun LIU, and Dan MA Journal Article

Text-mining Approach for Verifying Alignment of Information Systems Curriculum with Industry Skills, Sheng Xun LAW; GOTTIPATI Swapna; and SHANKARARAMAN, Venky Conference Proceeding Article

The Role of Intermediary in Sustainable Lending: An Economic Analysis of Crowdfunding Platform, Ling GE and Zhiling GUO Conference Proceeding Article

Unsupervised celebrity face naming in web videos, Lei PANG and Chong-wah NGO Journal Article

Verifying parameterized timed security protocols, Li LI, Jun SUN, Yang LIU, and Jin Song DONG Conference Proceeding Article

WiFi-based indoor line-of-sight identification, Zimu ZHOU, Zheng YANG, Chenshu WU, Longfei SHANGGUAN, Haibin CAI, Yunhao LIU, and Lionel M. NI Journal Article

WiFi-based indoor line-of-sight identification, Zimu ZHOU, Zheng YANG, Chenshu WU, Longfei SHANGGUAN, Haibin CAI, Yunhao LIU, and Lionel M. NI Journal Article

Will High-Frequency Trading Practices Transform the Financial Markets in the Asia Pacific Region?, Robert John KAUFFMAN, Yuzhou HU, and Dan MA Journal Article

CrowdLink: An Error-Tolerant Model for Linking Complex Records, Chen Jason ZHANG, Rui MENG, Lei CHEN, and Feida ZHU Conference Proceeding Article

Dramaturgical and dissonance theories in explicit social context modeling for complex agents, Jaroslaw KOCHANOWICZ, Ah-hwee TAN, and Daniel THALMANN Journal Article

Heuristic collective learning for efficient and robust emergence of social norms, Jianye HAO, Jun SUN, Dongping HUANG, Yi CAI, and Chao YU Conference Proceeding Article

Keeping pace with criminals: Designing patrol allocation against adaptive opportunistic criminals, Chao ZHANG, Arunesh SINHA, and Milind TAMBE Conference Proceeding Article

Non-invasive detection of moving and stationary human with WiFi, Chenshu WU, Zheng YANG, Zimu ZHOU, Xuefeng LIU, Yunhao LIU, and Jiannong CAO Journal Article

Relative localization of RFID tags using spatial-temporal phase profiling, Longfei SHANGGUAN, Zheng YANG, Alex X. LIU, Zimu ZHOU, and Yunhao LIU Conference Proceeding Article

Modeling User Arguments, Interactions and Attributes for Stance Prediction in Online Debate Forums, Minghui QIU, Yanchuan SIM, Noah A. SMITH, and Jing JIANG Conference Proceeding Article

Active Semi-Supervised Defect Categorization, Ferdian THUNG, Xuan-Bach D. LE, and David LO Conference Proceeding Article

Advances in Knowledge Discovery and Data Mining: 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I, Tru CAO, Ee-peng LIM, Zhi-Hua ZHOU, Tu-Bao HO, David Wai-Lok CHEUNG, and Hiroshi MOTODA Edited Conference Proceeding

Advances in knowledge discovery and data mining Part II, Tru CAO, Ee Peng LIM, Zhi-Hua ZHOU, Tu-Bao HO, David Wai-Lok CHEUNG, and Hiroshi MOTODA Edited Conference Proceeding

ADVISER: A web-based algorithm portfolio deviser, Mustafa MISIR, Stephanus Daniel HANDOKO, and Hoong Chuin LAU Conference Proceeding Article

Ambient rendezvous: Energy efficient neighbor discovery via acoustic sensing, Keyu WANG, Zheng YANG, Zimu ZHOU, Yunhao LIU, and Lionel M. NI Conference Proceeding Article

A nested recursive logit model for route choice analysis, Tien MAI, Mogens FOSGERAU, and Emma FREJINGER Journal Article

Beyond traits: Social context based personality model, Jaroslaw KOCHANOWICZ, Ah-hwee TAN, and Daniel THALMANN Conference Proceeding Article

Breaking the news: First impressions matter on online news, Julio REIS, Fabr´ıcio BENEVENUTO, Pedro OLMO, Raquel PRATES, Haewoon KWAK, and Jisun AN Conference Proceeding Article

Characterizing silent users in social media communities, Wei GONG, Ee-peng LIM, and Feida ZHU Conference Proceeding Article

Crowdsourcing with tullock contests: A new perspective, Tie LUO, Salil S KANHERE, Hwee-Pink TAN, and Fan WU Conference Proceeding Article

DIRECT: A scalable approach for route guidance in Selfish Orienteering Problems, Pradeep VARAKANTHAM, Hala MOSTAFA, Na FU, and Hoong Chuin LAU Conference Proceeding Article

Discovering the rise and fall of software engineering ideas from scholarly publication data, Subhajit DATTA, Santonu SARKAR, Sajeev A. S. M., and Nishant KUMAR Conference Proceeding Article

Efficient Reverse Top-k Boolean Spatial Keyword Queries on Road Networks, Yunjun GAO, Xu QIN, Baihua ZHENG, and Gang CHEN Journal Article

Efficient Revocable Certificateless Encryption against Decryption Key Exposure, Yinxia SUN; Futai ZHANG; Limin SHEN; and DENG, Robert H. Journal Article

ELBlocker: Predicting blocking bugs with ensemble imbalance learning, Xin XIA, David LO, Emad SHIHAB, Xinyu WANG, and Xiaohu YANG Journal Article

Electronic Contract Signing without using Trusted Third Party, Zhiguo WAN, Robert H. DENG, and David Kuo Chuen LEE Conference Proceeding Article

FluTCHA: Using fluency to distinguish humans from computers, Kotaro HARA, Mohammad Taghi HAJIAGHAYI, and Benjamin B. BENDERSON Conference Proceeding Article

GameOn: P2p gaming on public transport, Nairan ZHANG, Youngki LEE, Meera RADHAKRISHNAN, and Rajesh Krishna BALAN Conference Proceeding Article

MAP: A computational model for adaptive persuasion, Yilin KANG and Ah-hwee TAN Conference Proceeding Article

Matchmaking game players on public transport, Nairan ZHANG, Youngki LEE, and Rajesh Krishna BALAN Conference Proceeding Article

Measuring centralities for transportation networks beyond structures, Yew-Yih CHENG; LEE KA WEI, ROY; Ee-peng LIM; and Feida ZHU Book Chapter

Mining patterns of unsatisfiable constraints to detect infeasible paths, Sun DING, Hee Beng Kuan TAN, and Lwin Khin SHAR Conference Proceeding Article

Modeling Low-power Wireless Communications, Behnam DEZFOULI, Marjan RADI, Shukor ABD RAZAK, Hwee-Pink TAN, and Kamalrulnizam ABU BAKAR Journal Article

Moving average reversion strategy for on-line portfolio selection, Bin LI, Steven C. H. HOI, Doyen SAHOO, and Zhi-Yong LIU Journal Article

Multi-Agent Task Assignment for Mobile Crowdsourcing Under Trajectory Uncertainties, Cen CHEN, Shih-Fen CHENG, Hoong Chuin LAU, and Archan MISRA Conference Proceeding Article

Near-Optimal Decentralized Power Supply Restoration in Smart Grids, Pritee AGRAWAL, Akshat KUMAR, and Pradeep VARAKANTHAM Conference Proceeding Article

OSCAR: Online selection of algorithm portfolios with case study on memetic algorithms, Mustafa MISIR, Stephanus Daniel HANDOKO, and Hoong Chuin LAU Conference Proceeding Article

PhaseU: Real-time LOS Identification with WiFi, Chenshu WU, Zheng YANG, Zimu ZHOU, Kun QIAN, Yunhao LIU, and Mingyan LIU Conference Proceeding Article

Predicting bundles of spatial locations from learning revealed preference data, Truc Viet LE, Siyuan LIU, Hoong Chuin LAU, and Ramayya KRISHNAN Conference Proceeding Article

RCLinker: Automated Linking of Issue Reports and Commits Leveraging Rich Contextual Information, Tien-Duy B. LE, Mario Linares VASQUEZ, David LO, and Denys POSHYVANYK Conference Proceeding Article

Report on the FG 2015 video person recognition evaluation, J.R. BEVERIDGE, H. ZHANG, B.A. DRAPER, P.J. FLYNN, Z. FENG, P. HUBER, J. KITTLER, Zhiwu HUANG, LI S., LI Y., M. KAN, R. WANG, S. SHAN, X. CHEN, LI H., G. HUA, V. STRUC, J. KRIZAJ, C. DING, and D. TAO Conference Proceeding Article

Self-organizing neural networks integrating domain knowledge and reinforcement learning, Teck-Hou TENG, Ah-hwee TAN, and Jacek M. ZURADA Journal Article

Solving multi-vehicle profitable tour problem via knowledge adoption in evolutionary bi-level programming, Stephanus Daniel HANDOKO, Abhishek GUPTA, Chen Kim HENG, Hoong Chuin LAU, Yew Soon ONG, and Puay Siew TAN Conference Proceeding Article

Special Section on New E-commerce Research from the Asian Region [Editorial], Sang-Yong Tom LEE, Chee Wei PHANG, and Robert John KAUFFMAN Journal Article

TaskNav: Task-based navigation of software documentation, Christoph TREUDE, Mathieu SICARD, Marc KLOCKE, and Martin P. ROBILLARD Conference Proceeding Article

Thinking bigger: Pushing Singaporean entrepreneurship to the next level, Arcot Desai NARASIMHALU Magazine Article

Understanding Customer Satisfaction Feedback in an IT Outsourcing Company: A Case Study on the Insigma Hengtian Company, Xin XIA, David LO, Jingfan TANG, and Shanping LI Conference Proceeding Article

Mapping out work in a mixed reality project room, Derek REILLY, Andy ECHENIQUE, Andy WU, Anthony TANG, and W. Keith EDWARDS Conference Proceeding Article

STRATOS: Using visualization to support decisions in strategic software release planning, Bon Adriel ASENIERO, Tiffany WUN, David LEDO, Guenther H. RUHE, Anthony TANG, and Sheelagh CARPENDALE Conference Proceeding Article

Efficient Virtualization-based Application Protection against Untrusted Operating System, Yueqiang CHENG; Xuhua DING; and DENG, Robert H. Conference Proceeding Article

Towards practical graph-based verification for an object-oriented concurrency model, Alexander HEUßNER, Christopher M. POSKITT, Claudio CORRODI, and Benjamin MORANDI Conference Proceeding Article

Efficient data retrieval for large-scale smart city applications through applied bayesian interference, Jin Ming KOH, Marcus SAK, Hwee Xian TAN, Huiguang LIANG, Fachmin FOLIANTO, and Tony QUEK Conference Paper

TLV: Abstraction through testing, learning, and validation, Jun SUN, Hao XIAO, Yang LIU, Shang-Wei LIN, and Shengchao QIN Conference Proceeding Article

Semantic labeling of objects in a simulated environment, Ralph W. BREWER, Mary Anne FIELDS, Arne SUPPE, and Dave WAGNER Conference Proceeding Article

An Empirical Assessment of Bellon's Clone Benchmark, Alan CHARPENTIER, Jean-Rémy FALLERI, David LO, and Laurent REVEILLERE Conference Proceeding Article