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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

Digital rights strategies in a virtual world marketplace, Yuanrong HU, Si FAN, and QIU-HONG WANG Conference Proceeding Article

Ad-hoc automated teller machine failure forecast and field service optimization, Michelle L. F. CHEONG, Ping Shung KOO, and B. Chandra BABU Conference Proceeding Article

Apparatus and method for determining the location of a mobile device using multiple wireless access points, Kyle JAMIESON and Jie XIONG Patent

Applying geocaching principles to site-based citizen science and eliciting reactions via a technology probe, Matthew A. DUNLAP, Anthony TANG, and Saul GREENBERG Journal Article

A study on the geographical distribution of Brazil’s prestigious software developers, Fernando FIGUEIRA FILHO, Marcelo Gattermann PERIN, Christoph TREUDE, Sabrina MARCZAK, Leandro de Almeida MELO, Igor MARQUES DA SILVA, and Lucas BIBIANO DOS SANTOS Journal Article

Cooperation in delay-tolerant networks with wireless energy transfer: Performance analysis and optimization, Dusit NIYATO, Ping WANG, Hwee-Pink TAN, Walid SAAD, and Dong In KIM Journal Article

Creating greater synergy between HCI academia and practice, Fiona Fui-hoon NAH, Dennis GALLETTA, Melinda KNIGHT, James R. LEWIS, John PRUITT, Gavriel SALVENDY, Hong SHENG, and Anna WICHANSKY Conference Proceeding Article

Decomposition Techniques for Urban Consolidation Problems, Duc Thien NGUYEN, Hoong Chuin LAU, and Akshat KUMAR Conference Proceeding Article

Deep Learning for Just-In-Time Defect Prediction, Xinli YANG, David LO, Xin XIA, Yun ZHANG, and Jianling SUN Conference Proceeding Article

Effects of the use of points, leaderboards and badges on in-game purchases of virtual goods, Fiona Fui-hoon NAH, Lakshmi Sushma DAGGUBATI, Amith TARIGONDA, Raghu Vinay NUVVULA, and Ofir TUREL Conference Proceeding Article

Event detection: Exploiting socio-physical interactions in physical spaces, Kasthuri JAYARAJAH, Archan MISRA, Xiao-Wen RUAN, and Ee-peng LIM Conference Proceeding Article

Facilitating Image Search with a Scalable and Compact Semantic Mapping, Meng WANG, Weisheng Li, Dong Liu, Bingbing Ni, Jialie SHEN, and Shuicheng YAN Journal Article

FaitCrowd: Fine grained truth discovery for crowdsourced data aggregation, Fenglong MA, Yaliang LI, Qi LI, Minghui QIU, Jing GAO, Shi ZHI, Lu SU, Bo ZHAO, and Jiawei HAN Conference Proceeding Article

Fast Object Retrieval using Direct Spatial Matching, Zhiyuan ZHONG, Jianke ZHU, and Steven C. H. HOI Journal Article

Fusing Heterogeneous Data for Alzheimer's Disease Classification, P. S. Pillai and Tze-Yun LEONG Conference Proceeding Article

Gibberish, assistant, or master? Using tweets linking to news for extractive single-document summarization, Zhongyu WEI and Wei GAO Conference Proceeding Article

Identity-based lossy encryption from learning with errors, Jingnan HE, Bao LI, Xianhui LU, Dingding JIA, Haiyang XUE, and Xiaochao SUN Conference Proceeding Article

Massive open online networks for urban sensing: Design, deployment and challenges, Hwee Xian TAN and Hwee-Pink TAN Conference Proceeding Article

Memes as building blocks: a case study on evolutionary optimization + transfer learning for routing problems, Liang FENG, Yew-Soon ONG, Ah-hwee TAN, and Ivor W. TSANG Journal Article

Municipal solid waste collection optimization in Singapore, Weijian XUE, Kai CAO, and Wenwen LI Journal Article

Neural modeling of sequential inferences and learning over episodic memory, Budhitama SUBAGDJA and Ah-hwee TAN Journal Article

On mining lifestyles from user trip data, Meng-Fen CHIANG and Ee-peng LIM Conference Proceeding Article

On the Usefulness of Ownership Metrics in Open-source Software Projects, Matthieu FOUCAULT, Cédric TEYTON, David LO, Xavier. BLANC, and Jean-Rémy FALLERI Journal Article

SAILS: Hybrid algorithm for the Team Orienteering Problem with Time Windows, Aldy GUNAWAN, Hoong Chuin LAU, and Kun LU Conference Proceeding Article

Semi-supervised hashing with semantic confidence for large scale visual search, Yingwei PAN, Ting YAO, Houqiang LI, Chong-wah NGO, and Tao MEI Conference Proceeding Article

The AutoProof Verifier: Usability by non-experts and on standard code, Carlo A. FURIA, Christopher M. POSKITT, and Julian TSCHANNEN Conference Proceeding Article

Topological spatial verification for instance search, Wei ZHANG and Chong-wah NGO Journal Article

Towards a robust sparse data representation in wireless sensor networks, Abu Alsheik MOHAMMAD, Shaowei LIN, Hwee-Pink TAN, and Dusit NIYATO Conference Proceeding Article

Tweet sentiment: From classification to quantification, Wei GAO and Fabrizio SEBASTIANI Conference Proceeding Article

Topic Modeling with Document Relative Similarities, Jianguang DU, Jing JIANG, Dandan SONG, and Lejian LIAO Conference Proceeding Article

Automatic detection of frustration of novice programmers from contextual and keystroke logs, Hua Leong FWA Conference Proceeding Article

A Framework for Embedding Analytics in a Business Process, SHANKARARAMAN, Venky and GOTTIPATI Swapna Conference Proceeding Article

Detection and classification of malicious JavaScript via attack behavior modelling, Yinxing XUE, Junjie WANG, Yang LIU, Hao XIAO, Jun SUN, and Mahinthan CHANDRAMOHAN Conference Proceeding Article

An Empirical Study of Bug Fixing Rate, Weiqin ZOU, Xin XIA, Weiqiang ZHANG, Zhenyu CHEN, and David LO Conference Proceeding Article

On multipath link characterization and adaptation for device-free human detection, Zimu ZHOU, Zheng YANG, Chenshu WU, Yunhao LIU, and Lionel M. NI Conference Proceeding Article

A comparative study between motivated learning and reinforcement learning, James T. GRAHAM, Janusz A. STARZYK, Zhen NI, Haibo HE, T.-H. TENG, and Ah-Hwee TAN Conference Proceeding Article

A Convolution Kernel Approach to Identifying Comparisons in Text, Maksim TKACHENKO and Hady W. LAUW Conference Proceeding Article

Active semi-supervised approach for checking app behavior against its description, MA SIQI; Shaowei WANG; David LO; DENG, Robert H.; and Cong SUN Conference Proceeding Article

A Hassle-free Unsupervised Domain Adaptation Method using Instance Similarity Features, Jianfei YU and Jing JIANG Conference Proceeding Article

An adaptive computational model for personalized persuasion, Yilin KANG, Ah-hwee TAN, and Chunyan MIAO Conference Proceeding Article

An Empirical Study of Classifier Combination on Cross-Project Defect Prediction, Yun ZHANG, David LO, Xin XIA, and Jianling SUN Conference Proceeding Article

A new general framework for secure public key encryption with keyword search, Rongmao CHEN, Yi MU, Guomin YANG, Fuchun GUO, and Xiaofen WANG Conference Proceeding Article

A new public remote integrity checking scheme with user privacy, Yiteng FENG, Yi MU, Guomin YANG, and Joseph LIU Conference Proceeding Article

Attribute-based encryption with efficient verifiable outsourced decryption, Baodong QIN, Robert H. DENG, Shengli LIU, and Siqi MA Journal Article

Attribute-based encryption with efficient verifiable outsourced decryption, Baodong QIN, Robert H. DENG, Shengli LIU, and Siqi MA Journal Article

Cross-Promotion in Social Media: Choosing the Right Allies, Tingting SONG and Qian TANG Conference Proceeding Article

Fast, accurate, and reliable molecular docking with QuickVina 2, Amr ALHOSSARY, Stephanus Daniel HANDOKO, Yuguang MU, and Chee-Keong KWOH Journal Article

Fast Optimal Aggregate Point Search for a Merged Set on Road Networks, Weiwei SUN, Chong CHEN, Baihua ZHENG, Chunan CHEN, Liang ZHU, Weimo LIU, and Yan HUANG Journal Article

Improving Patient Flow with Data-Driven Patient Prioritization Method in the Emergency Department, Kar Way TAN and Sean Shao Wei LAM Conference Paper

Investments in Internet-based Innovations in Financial Services: Advantage or Necessity?, Kim Huat GOH and Robert J. KAUFFMAN Journal Article

Landmark Classification With Hierarchical Multi-Modal Exemplar Feature, Lei ZHU, Jialie SHEN, and Hai JIN Journal Article

Landmark Classification with Hierarchical Multi-Modal Exemplar Feature, Lei ZHU, Jialie SHEN, Hai JIN, Liang XIE, and Ran ZHENG Journal Article

Log-euclidean metric learning on symmetric positive definite manifold with application to image set classification, Zhiwu HUANG, R. WANG, S. SHAN, X. LI, and X. CHEN Conference Proceeding Article

Message Passing for Collective Graphical Models, Tao SUN, Daniel SHELDON, and Akshat KUMAR Conference Proceeding Article

Online learning to rank for content-based image retrieval, Ji WAN, Pengcheng WU, Steven C. H. HOI, Peilin ZHAO, Xingyu GAO, Dayong WANG, Yongdong. ZHANG, and Jintao LI Conference Proceeding Article

Optimizing selection of competing features via feedback-directed evolutionary algorithms, Tian Huat TAN, Yinxing XUE, Manman CHEN, Jun SUN, Yang LIU, and Jin Song Dong DONG Conference Proceeding Article

Personalized sentiment classification based on latent individuality of microblog users, Kaisong SONG, Shi FENG, Wei GAO, Daling WANG, Ge YU, and Kam-Fai WONG Conference Proceeding Article

Privacy-preserving offloading of mobile app to the public cloud, Yue DUAN, Mu ZHANG, Heng YIN, and Yuzhe TANG Conference Proceeding Article

Probabilistic Inference Based Message-Passing for Resource Constrained DCOPs, Supriyo GHOSH, Akshat KUMAR, and Pradeep VARAKANTHAM Conference Proceeding Article

Production Cost Heterogeneity in a Circular-City Model, Mei LIN and Ruhai WU Journal Article

Reliability assessment for distributed systems via communication abstraction and refinement, Lin GUI, Jun SUN, Yang LIU, and Jin Song DONG Conference Proceeding Article

S-Looper: Automatic summarization for multipath string loops, Xiaofei XIE, Yang LIU, Wei LE, Xiaohong LI, and Hongxu CHEN Conference Proceeding Article

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