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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 2016 2016

Exploring Heterogeneous Features for Query-focused Summarization of Categorized Community Answers, Wei WEI, ZhaoYan MING, Liqiang NIE, Guohui LI, Jianjun LI, Feida ZHU, Tianfeng SHANG, and Changyin LUO Journal Article

ICT-TrAVEl: Mobile public transport companion for the visually impaired, Linting CUI, Kenny NGO, and Benjamin Kok Siew GAN Conference Proceeding Article

Mobile app tagging, Ning CHEN, Steven C. H. HOI, Shaohua LI, and Xiaokui XIAO Conference Proceeding Article

Multiagent based algorithmic approach for fast response in railway disaster handling, Poulami DALAPATI, Arambam James SINGH, and Animesh DUTTA Conference Proceeding Article

Multiagent-based route guidance for increasing the chance of arrival on time, Zhiguang CAO, Hongliang GUO, Jie ZHANG, and Ulrich FASTENRATH Conference Proceeding Article

Negative Factor: Improving Regular-Expression Matching in Strings, Xiaochun YANG, Tao QIU, Bin WANG, Baihua ZHENG, Yaoshu WANG, and Chen LI Journal Article

NLU Framework for voice enabling non-native applications on smart devices, Soujanya LANKA, Deepika PANTHANIA, Pooja KUSHALAPPA, and Pradeep VARAKANTHAM Conference Proceeding Article

One size does not fit all: A game-theoretic approach for dynamically and effectively screening for threats, Matthew BROWN, Arunesh SINHA, Aaron SCHLENKER, and Milind TAMBE Conference Proceeding Article

Online advertising, retail platform openness, and long tail sellers, Jianqing CHEN and Zhiling GUO Conference Proceeding Article

Online cross-modal hashing for web image retrieval, Liang XIE, Jialie SHEN, and Lei ZHU Conference Proceeding Article

Online learning of ARIMA for time series prediction, Chenghao LIU; HOI, Steven C. H.; Peilin ZHAO; and Jianling SUN Conference Proceeding Article

Online multi-modal distance metric learning with application to image retrieval, Pengcheng WU, Steven C. H. HOI, Peilin ZHAO, Chunyan MIAO, and Zhi-Yong LIU Journal Article

Online spatio-temporal matching in stochastic and dynamic domains, Meghna LOWALEKAR, Pradeep VARAKANTHAM, and Patrick JAILLET Conference Proceeding Article

Ranking of high-value social audiences on Twitter, Siaw Ling LO, Raymond CHIONG, and David CORNFORTH Journal Article

Robust decision making for stochastic network design, Akshat KUMAR, Arambam James SINGH, Pradeep VARAKANTHAM, and Daniel SHELDON Conference Proceeding Article

Shortest path based decision making using probabilistic inference, Akshat KUMAR Conference Proceeding Article

Solving risk-sensitive POMDPs with and without cost observations, Ping HOU, William YEOH, and Pradeep VARAKANTHAM Conference Proceeding Article

SuperCall: A Secure Interface For Isolated Execution Environment to Dynamically Use External Services, Yueqiang CHENG, Qing LI, Miao YU, Xuhua DING, and Qingni SHEN Conference Proceeding Article

Experience report: An industrial experience report on test outsourcing practices, Xin XIA, David LO, Pavneet Singh KOCHHAR, Zhenchang XING, Xinyu WANG, and Shanping LI Conference Proceeding Article

IBED: Combining IBEA and DE for optimal feature selection in software product line engineering, Yinxing XUE, Jinghui ZHONG, Tian Huat TAN, Yang LIU, Wentong CAI, Manman CHEN, and Jun SUN Journal Article

HappyFeet: Embodiments for joint remote dancing, Hesam ALIZADEH, Anna WITCRAFT, Anthony TANG, and Ehud SHARLIN Conference Proceeding Article

Formalizing and verifying stochastic system architectures using Monterey Phoenix, Songzheng SONG, Jiexin ZHANG, Yang LIU, Mikhail AUGUSTON, Jun SUN, Jin Song DONG, and Tieming CHEN Journal Article

Improved EGT-based robustness analysis of negotiation strategies in multiagent systems via model checking, Songzheng SONG, Jianye HAO, Yang LIU, Jun SUN, Ho-fung LEUNG, and Jie ZHANG Journal Article

2015 IEEE/WIC/ACM International joint conference on web intelligence and intelligent agent technology: WI-IAT 2015: December 6-9, Singapore: Proceedings, Ee-peng LIM, Ah-Hwee TAN, Yuefeng LI, Einoshin SUZUKI, Bryan Kian Hsiang LOW, and Jason WATSON Edited Conference Proceeding

A Comparison of Fundamental Network Formation Principles Between Offline and Online Friends on Twitter, Felicia NATALI and Feida ZHU Conference Proceeding Article

AmbiguityVis: Visualization of ambiguity in graph layouts, Yong WANG, Qiaomu SHEN, Zhiguang ZHOU, Min ZHU, Sixiao YANG, and QU Huamin Journal Article

An extended study on addressing defender teamwork while accounting for uncertainty in attacker defender games using iterative Dec-MDPs, Eric SHIEH, Albert Xin JIANG, Amulya YADAV, Pradeep VARAKANTHAM, and Milind TAMBE Journal Article

A novel hierarchical Bag-of-Words model for compact action representation, Qianru SUN, Qianru, Hong LIU, Hong LIU, Liqian MA, and Tianwei ZHANG Journal Article

A study on Singapore haze, Bingtian DAI, Kasthuri JAYARAJAH, Ee-Peng LIM, Archan MISRA, and Shriguru NAYAK Conference Proceeding Article

A tool-free calibration method for turntable-based 3D scanning systems, Xufang PANG, Rynson W.H. LAU, Zhan SONG, Shengfeng HE, and Shengfeng HE Journal Article

Business Analytics for Decision Making, Steven O. KIMBROUGH and Hoong Chuin LAU Book

Collaborative 'many to many' DDoS detection in cloud, Siqi MA, David LO, and Ning XI Journal Article

Data analytics on consumer behavior in omni-channel retail banking, card and payment services, GENG DAN Conference Proceeding Article

Defining a smart nation: The case of Singapore, Siu Loon HOE Journal Article

Demo: Profiling power utilization behaviours of smartwatch applications, Joseph Joo Keng CHAN, Lingxiao JIANG, Rajesh Krishna BALAN, Youngki LEE, and Archan MISRA Conference Proceeding Article

Demo: Real-world deployment of seat occupancy detectors, Nguyen Huy Hoang NGUYEN, Gihan HETTIARACHCHI, Youngki LEE, and Rajesh Krishna BALAN Conference Proceeding Article

Demo: Sensing gamers' emotions using physiological sensors, Sinh HUYNH, Rajesh Krishna BALAN, and Youngki LEE Conference Proceeding Article

Demo: Smartwatch based food diary and eating analytics, Sougata SEN, Vigneshwaran SUBBARAJU, Archan MISRA, Youngki LEE, and Rajesh Krishna BALAN Conference Proceeding Article

Demo: Sound localization using smartphone, Amit SHARMA and Youngki LEE Conference Proceeding Article

Demo: Towards immersive and interactive gym exercises, Fazlay RABBI, Taiwoo PARK, Biyi FANG, Mi ZHANG, Youngki LEE, and Rajiv RANGANATHAN Conference Proceeding Article

Elderly medication adherence with the internet of things, Xiaoping TOH, Hwee Xian TAN, Hwee-Pink TAN, and Hwee-Pink TAN Conference Paper

Enabling carrier collaboration via order sharing double auction: A Singapore urban logistics perspective, Handoko Stephanus Daniel and Hoong Chuin LAU Conference Proceeding Article

Experience Me! The Impact of Content Sampling Strategies on the Marketing of Digital Entertainment Goods, Ai Phuong HOANG and Robert J. KAUFFMAN Conference Proceeding Article

Friendship maintenance and prediction in multiple social networks, Roy Ka-Wei LEE and Ee-Peng LIM Conference Proceeding Article

Hidden ciphertext policy attribute-based encryption under standard assumptions, Tran Viet Xuan PHUONG, Guomin YANG, and Willy SUSILO Journal Article

Information source detection via maximum a posteriori estimation, Biao CHANG, Feida ZHU, Enhong CHEN, and Qi. LIU Conference Proceeding Article

Insights from machine-learned diet success prediction, Ingmar WEBER and Palakorn ACHANANUPARP Conference Proceeding Article

Investigating the influence of offline friendship on Twitter networking behaviors, Young Soo KIM, Felicia NATALI, Feida ZHU, and Ee-Peng LIM Conference Proceeding Article

IoT+Small Data: Transforming In-Store Shopping Analytics and Services, Meera RADHAKRISHNAN, Sougata SEN, Vigneshwaran SUBBARAJU, Archan MISRA, and Rajesh BALAN Conference Proceeding Article

Learning robust multi-label hashing for efficient image retrieval, Haibao CHEN, Yuyan ZHAO, Lei ZHU, Guilin CHEN, and Kaichuan SUN Conference Proceeding Article

Object pooling for multimedia event detection and evidence localization, Ho ZHANG, Chong-Wah NGO, and Chong-wah NGO Journal Article

On analyzing geotagged tweets for location-based patterns, Philips Kokoh PRASETYO, Palakorn ACHANANUPARP, and Ee Peng LIM Conference Proceeding Article

On detecting maximal quasi antagonistic communities in signed graphs, Ming GAO, Ee-Peng LIM, David LO, and Philips Kokoh PRASETYO Journal Article

Online ARIMA algorithms for time series prediction, Chenghao LIU; HOI, Steven C. H.; Peilin ZHAO; and Jianling SUN Conference Proceeding Article

Pervasive physical analytics using multi-modal sensing, Sougata SEN Conference Proceeding Article

Posting Topics ≠ Reading Topics: On Discovering Posting and Reading Topics in Social Media, Wei GONG, Ee-peng LIM, and Feida ZHU Conference Proceeding Article

PowerForecaster: Predicting power impact of mobile sensing applications at pre-installation time, Chulhong MIN, Youngki LEE, Chungkuk YOO, Seungwoo KANG, Inseok HWANG, and Junehwa SONG Magazine Article

PRESS: Personalized event scheduling recommender system (demonstration), Hoong Chuin LAU, Aldy GUNAWAN, Pradeep VARAKANTHAM, and Wenjie WANG Conference Proceeding Article

Privacy-preserving and verifiable data aggregation, Ngoc Hieu TRAN, Robert H. DENG, and Hwee Hwa PANG Conference Proceeding Article

Regular symmetry patterns, Anthony W. LIN, Truong Khanh NGUYEN, Philipp RÜMMER, and Jun SUN Conference Proceeding Article

Salient pairwise spatio-temporal interest points for real-time activity recognition, Mengyuan LIU, Hong LIU, Qianru SUN, Tianwei ZHANG, and Runwei DING Journal Article

Smart ambient sound analysis via structured statistical modeling, Jialie SHEN, Liqiang NIE, and Tat Seng CHUA Conference Proceeding Article

Synergizing specification miners through model fissions and fusions, LE BUI TIEN DUY, LE DINH XUAN BACH, David LO, and Ivan BESCHASTNIKH Conference Proceeding Article

Top-k Dominating Queries on Incomplete Data, Xiaoye MIAO, Yunjun GAO, Baihua ZHENG, Gang CHEN, and Huiyong CUI Journal Article

Towards a science of security games, Thanh Hong NGUYEN, Debarun KAR, Matthew BROWN, Arunesh SINHA, Albert XIN JIANG, and Milind TAMBE Book Chapter

Using online controlled experiments to examine authority effects on user behavior in email campaigns, LIM Kwan Hui, Ee-peng LIM, Binyan JIANG, and ACHANANUPARP Palakorn Conference Proceeding Article

We can hear you with Wi-Fi!, Guanhua WANG, Yongpan ZOU, Zimu ZHOU, Kaishun WU, and Lionel M. NI Journal Article

Submissions from 2015 2015

All your sessions are belong to us: Investigating authenticator leakage through backup channels on Android, Guangdong BAI, Jun SUN, Jianliang WU, Quanqi YE, Li LI, Jin Song DONG, and Shanqing GUO Conference Paper

GPU accelerated on-the-fly reachability checking, Zhimin WU, Yang LIU, Jun SUN, Jianqi SHI, and Shengchao QIN Conference Paper

Combining Software Metrics and Text Features for Vulnerable File Prediction, Yun ZHANG, David LO, Xin XIA, Bowen XU, Jianling Sun SUN, and Shanping LI Conference Proceeding Article

Business Model Planner: Towards Integrating Risk into Business Model Canvas, Arcot Desai NARASIMHALU Conference Proceeding Article

Towards a Business Model Validation Framework: A System Engineering Perspective, Uros SIKIMIC and Arcot Desai NARASIMHALU Conference Proceeding Article

Open designettes, flowcharts, and pseudocodes in Python programming with the aid of Finch, Cheah Huei YOONG, Hyowon LEE, Ngai-Man CHEUNG, Geok See NG, Yue ZHANG, and Subhajit DATTA Conference Proceeding Article

A Bayesian recommender model for user rating and review profiling, Mingming JIANG, Dandan SONG, Lejian LIAO, and Feida ZHU Journal Article

A benchmark and comparative study of video-based face recognition on cox face database, Zhiwu HUANG, S. SHAN, R. WANG, H. ZHANG, S. LAO, A. KUERBAN, and X. CHEN Journal Article

A Cooperative Coevolution Framework for Parallel Learning to Rank, Shuaiqiang WANG, Yun WU, Byron J. GAO, Ke WANG, Hady W. LAUW, and Jun MA Journal Article

Active crowdsourcing for annotation, Shuji HAO, Chunyan MIAO, Steven C. H. HOI, and Peilin ZHAO Conference Proceeding Article

Adaptive duty cycling in sensor networks with energy harvesting using continuous-time markov chain and fluid models, Ronald Wai Hong Chan, Pengfei Zhang, Ido Nevat, Sai Ganesh Nagarajan, Alvin Cerdena VALERA, and Hwee Xian TAN Journal Article

Adaptive scaling of cluster boundaries for large-scale social media data clustering, Lei MENG, Ah-hwee TAN, and Donald C. WUNSCH Journal Article

Aesthetic Experience and Acceptance of Human Computation Games, Xiaohui WANG, Dion Hoe-Lian GOH, Ee-Peng LIM, and Adrian Wei Liang VU Conference Proceeding Article

A Layered Hidden Markov Model for predicting human trajectories in a multi-floor building, Qian LI and Hoong Chuin LAU Conference Proceeding Article

A misspecification test for logit based route choice models, Tien MAI, Emma FREJINGER, and Fabian BASTIN Journal Article

An Automaton-based Index Scheme supporting Twig Queries for On-demand XML Data Broadcast, Peng LIU, Weiwei SUN, Jian ZHANG, and Baihua ZHENG Journal Article

BEP: Bit error pattern measurement and analysis in IEEE 802.11, Jiayue LI, Zimu ZHOU, Chen ZHANG, Liang YIN, and Lionel M. NI Conference Proceeding Article

BL-MLE: Block-level message-locked encryption for secure large file deduplication, Rongmao CHEN, Yi MU, Guomin YANG, and Fuchun GUO Journal Article

Bring-your-own-application (BYOA): Optimal stochastic application migration in mobile cloud computing, Jonathan David CHASE, Dusit NIYATO, and Sivadon CHAISIRI Conference Proceeding Article

Building Crowd Movement Model Using Sample-Based Mobility Survey, Larry J. J. LIN, Shih-Fen CHENG, and Hoong Chuin LAU Conference Proceeding Article

Capstone Projects Mining System for Insights and Recommendations, Melvrivk Aik Chun GOH, Swapna GOTTIPATI, and Venky SHANKARARAMAN Conference Proceeding Article

Content-Based Visual Landmark Search via Multimodal Hypergraph Learning, Lei ZHU, Jialie SHEN, Hai JIN, Ran ZHENG, and Liang XIE Journal Article

Coordinated persuasion with dynamic group formation for collaborative elderly care, Budhitama SUBAGDJA and Ah-hwee TAN Conference Proceeding Article

Coordinated persuasion with dynamic group formation for collaborative elderly care, Budhitama SUBAGDJA and Ah-hwee TAN Conference Proceeding Article

Differentially Private Subspace Clustering, Yining WANG, Yu-Xiang WANG, and Aarti SINGH Conference Proceeding Article

Fast reinforcement learning under uncertainties with self-organizing neural networks, Teck-Hou TENG and Ah-hwee TAN Conference Proceeding Article

Incorporating Analytics into a Business Process Modelling Course, GOTTIPATI Swapna and SHANKARARAMAN, Venky Conference Proceeding Article

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

Learning and Controlling Network Diffusion in Dependent Cascade Models, Jiali DU, Pradeep VARAKANTHAM, Akshat KUMAR, and Shih-Fen CHENG Conference Proceeding Article

Learning query and image similarities with ranking canonical correlation analysis, Ting YAO, Tao MEI, and Chong-wah NGO Conference Proceeding Article

Lossy projective hashing and its applications, Haiyang XUE, Yamin LIU, Xianhui LU, and Bao LI Conference Proceeding Article

Modeling Social Media Content with Word Vectors for Recommendation, Ying DING and Jing JIANG Conference Proceeding Article

MopEye: Monitoring Per-app Network Performance with Zero Measurement Traffic, Daoyuan WU, Weichao LI, Rocky K. C. CHANG, and Debin GAO Conference Proceeding Article