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.

Follow

Submissions from 2018

PDF

MoveSpace: On-body athletic interaction for running and cycling, Velko VECHEV, Alexandru DANCU, Simon T. PERRAULT, Quentin Xavier Louis ROY, Morten FJELD, and Shengdong ZHAO Conference Proceeding Article

PDF

Natural and effective obfuscation by head inpainting, Qianru SUN, Liqian MA, Seong Joon OH, Luc VAN GOOL, Bernt SCHIELE, and Mario FRITZ Conference Proceeding Article

PDF

On-demand deep model compression for mobile devices: A usage-driven model selection framework, Sicong LIU, Yingyan LIN, Zimu ZHOU, Kaiming NAN, Hui LIU, and Junzhao DU Conference Proceeding Article

PDF

On the Fintech revolution: Interpreting the forces of innovation, disruption and transformation in financial services, Peter GOMBER, Robert J. KAUFFMAN, Chris PARKER, and Bruce W. WEBER Journal Article

PDF

Optimization of a cyclic express subway service, Hai WANG, Jiangang JIN, and Jingfeng YANG Conference Proceeding Article

PDF

Position manipulation attacks to balise-based train automatic stop control, Yongdong WU, Zhuo WEI, Jian WENG, and Robert H. DENG Journal Article

PDF

Poster: Understanding the role of reporting in work item tracking systems for software development: An industrial case study, Kochhar PAVNEET SINGH, Stanislaw SWIERC, Trevor CARNAHAN, Hitesh S. SAJNANI, and Meiyappan NAGAPPAN Conference Proceeding Article

PDF

Region-aware reflection removal with unified content and gradient priors, Renjie WAN, Boxin SHI, Ling-Yu DUAN, Ah-hwee TAN, Wen GAO, and Alex C. KOT Journal Article

PDF

Reserved optimisation: Handling incident priorities in emergency response systems, Muralidhar KONDA, Supriyo GHOSH, and Pradeep VARAKANTHAM Conference Proceeding Article

PDF

SATD detector: A text-mining-based self-admitted technical debt detection tool, Zhongxin LIU, Qiao HUANG, Xin XIA, Emad SHIHAB, David LO, and Shanping LI Conference Proceeding Article

PDF

Scale impacts elicited gestures for manipulating holograms: Implications for AR gesture design, Tran PHAM, Jo VERMEULEN, Anthony TANG, and Lindsay MACDONALD Conference Proceeding Article

PDF

Security and privacy in smart health: Efficient policy-hiding attribute-based access control, Yinghui ZHANG, Dong ZHENG, and Robert H. DENG Journal Article

PDF

Social stream classification with emerging new labels, Xin MU, Feida ZHU, Yue LIU, Ee-peng LIM, and Zhi-Hua ZHOU Conference Proceeding Article

PDF

Survey of randomization defenses on cloud computing, Jianming FU, Yan LIN, Xiuwen LIU, and Xu ZHANG Journal Article

PDF

Table of interest: Activity recognition and behaviour analysis using a battery lesswearable sensor, Dibyanshu JAISWAL, Andrew GIGIE, Tapas CHAKRAVARTY, Avik GHOSE, and Archan MISRA Conference Proceeding Article

The effect of ultimate ownership on the disclosure of environmental information, Peng WANG, Fangjun WANG, and Nan HU Journal Article

PDF

To detect stack buffer overflow with polymorphic canaries, Zhilong WANG, Xuhua DING, Chengbin PANG, Jian GUO, Jun ZHU, and Bing MAO Conference Proceeding Article

PDF

Towards dynamically monitoring Android applications on non-rooted devices in the wild, Xiaoxiao TANG, Daoyuan WU, Yan LIN, and Debin GAO Conference Proceeding Article

PDF

Towards easy comparison of local businesses using online reviews, Yong WANG, Hammad HALEEM, Conglei SHI, Yanhong WU, Xun ZHAO, Siwei FU, and Huamin QU Journal Article

PDF

Towards model checking Android applications, Guangdong BAI, Quanqi YE, Yongzheng WU, Heila BOTHA, Jun SUN, Yang LIU, Jin Song DONG, and Willem VISSER Journal Article

PDF

Verifiably encrypted cascade-instantiable blank signatures to secure progressive decision management, Yujue WANG, Hwee Hwa PANG, and Robert H. DENG Journal Article

PDF

Where does Google find API documentation?, Christoph TREUDE and Maurício ANICHE Conference Proceeding Article

PDF

Multi-worker-aware task planning in real-time spatial crowdsourcing, Qian TAO, Yuxiang ZENG, Zimu ZHOU, Yongxin TONG, Lei CHEN, and Ke XU Conference Proceeding Article

PDF

Analyzing requirements and traceability information to improve bug localization, Michael RATH, David LO, and Patrick MADER Conference Proceeding Article

PDF

AnFlo: Detecting anomalous sensitive information flows in Android apps, Biniam Fisseha DEMISSIE, Mariano CECCATO, and Lwin Khin SHAR Conference Proceeding Article

PDF

A qualitative research on marketing and sales in the artificial intelligence age, Yin YANG and Keng SIAU Conference Proceeding Article

PDF

Artificial intelligence: A study on governance, policies, and regulations, Weiyu WANG and Keng SIAU Conference Proceeding Article

PDF

Assessing classical and expressive aesthetics of web pages using machine learning, Ang CHEN, Fiona Fui-hoon NAH, and Langtao CHEN Conference Proceeding Article

PDF

Big data for climate change actions and the paradox of citizen informedness, Kustini LIM-WAVDE and Robert J. KAUFFMAN Magazine Article

PDF

Breathing-based authentication on resource-constrained IoT devices using recurrent neural networks, Jagmohan CHAUHAN, Suranga SENEVIRATNE, Yining HU, Archan MISRA, Aruna SENEVIRATNE, and Youngki LEE Journal Article

PDF

Building a smart nation: Singapore’s digital journey, Siu Loon HOE Journal Article

PDF

Deep code comment generation, Xing HU, Ge LI, Xin XIA, David LO, and Zhi JIN Conference Proceeding Article

PDF

Discovering hidden topical hubs and authorities in online social networks, Roy Ka-Wei LEE, Tuan-Anh HOANG, and Ee-Peng LIM Conference Proceeding Article

PDF

DOAS: Efficient data owner authorized search over encrypted cloud data, Yibin MIAO, Jianfeng MA, Ximeng LIU, Zhiquan LIU, Junwei ZHANG, and Fushan WEI Journal Article

PDF

Effect of probable and guaranteed monetary value gains and losses on cybersecurity behavior of users, S. RAVINDRAN, Fiona Fui-hoon NAH, and M. CHENG Conference Proceeding Article

PDF

Efficient and expressive keyword search over encrypted data in the cloud, Hui CUI; Zhiguo WAN; DENG, Robert H.; Guilin WANG; and Yingjiu LI Journal Article

PDF

Empirical risk landscape analysis for understanding deep neural networks, Pan ZHOU and Jiashi FENG Conference Proceeding Article

PDF

Evidence aggregation for answer re-ranking in open-domain question answering, Shuohang WANG, Mo YU, Jing JIANG, Wei ZHANG, Xiaoxiao GUO, Shiyu CHANG, Zhiguo WANG, Tim KLINGER, Gerald TESAURO, and Murray CAMPBELL Conference Proceeding Article

PDF

Exploring relationship between indistinguishability-based and unpredictability-based RFID privacy models, Anjia YANG, Yunhui ZHUANG, Jian WENG, Gerhard HANCKE, Duncan S. WONG, and Guomin YANG Journal Article

PDF

Expressive query over outsourced encrypted data, Yang YANG, Ximeng LIU, and Robert H. DENG Journal Article

PDF

Factors influencing the adoption of smart wearable devices, Apurva ADAPA, Fiona Fui-hoon NAH, Richard H. HALL, and Keng SIAU Journal Article

PDF

Factors influencing the adoption of smart wearable devices, Apurva ADAPA, Fiona Fui-hoon NAH, Richard H. HALL, Keng SIAU, and Samuel SMITH Journal Article

PDF

Finding all nearest neighbors with a single graph traversal, Yixin XU, QI Jianzhong, BOROVICA‐GAJIC Renata, and KULIK Lars Conference Proceeding Article

PDF

Finding small-bowel lesions: Challenges in endoscopy-image-based learning systems, Jungmo AHN, Loc Nguyen HUYNH, Rajesh Krishna BALAN, Youngki LEE, and JeongGil KO Journal Article

PDF

Hierarchical learning of cross-language mappings through distributed vector representations for code, Nghi D. Q. BUI and Lingxiao JIANG Conference Proceeding Article

PDF

k-means: A revisit, Wan-Lei ZHAO, Cheng-Hao DENG, and Chong-wah NGO Journal Article

PDF

Learning from mutants: Using code mutation to learn and monitor invariants of a cyber-physical system, Yuqi CHEN, Christopher M. POSKITT, and Jun SUN Conference Proceeding Article

PDF

Neural correlates of states of user experience in gaming using EEG and predictive analytics, Chandana MALLAPRAGADA, Fiona Fui-Hoon NAH, Keng SIAU, Langtao CHEN, and Tejaswini YELAMANCHILI Conference Proceeding Article

PDF

Recommending frequently encountered bugs, Yun ZHANG, David LO, Xin XIA, Jing JIANG, and Jianling SUN Conference Proceeding Article

PDF

SOTorrent: Reconstructing and analyzing the evolution of stack overflow posts, Sebastian BALTES, Lorik DUMANI, Christoph TREUDE, and Stephan DIEHL Conference Proceeding Article

PDF

Trade-offs between monetary gain and risk taking in cybersecurity behavior, X. ZHAN, Fiona Fui-hoon NAH, and M. CHENG Conference Proceeding Article

PDF

Understanding the effects of taxi ride-sharing: A case study of Singapore, Yazhe WANG, Baihua ZHENG, and Ee peng LIM Journal Article

PDF

Wisdom in sum of parts: Multi-platform activity prediction in social collaborative sites, Roy Ka-Wei LEE and David LO Conference Proceeding Article

A feasibility study on crowdsourcing to monitor municipal resources in smart cities, Thivya KANDAPPU, Archan MISRA, Desmond KOH, Randy Daratan TANDRIANSYAH, and Nikita JAIMAN Conference Proceeding Article

A design framework for awareness cues in distributed multiplayer games, Jason WUERTZ, Sultan A. ALHARTHI, William A. HAMILTON, Scott BATEMAN, Anthony TANG, Anthony TANG, and Jessica HAMMER Conference Proceeding Article

Censored observation recovery for causal inference using temporal sequence and iterative data simulation, Ai-Phuong HOANG and Robert John KAUFFMAN Conference Paper

PDF

Performance characterization of deep learning models for breathing-based authentication on resource-constrained devices, Jagmohan CHAUHAN, Jathusan RAJASEGARAN, Surang SENEVIRATNE, Archan MISRA, Aruan SENEVIRATNE, and Youngki LEE Journal Article

PDF

A data-driven analysis of workers' earnings on Amazon Mechanical Turk, Kotaro HARA, Abigail ADAMS, Kristy MILLAND, Saiph SAVAGE, Chris CALLISON-BURCH, and Jeffrey P. BIGHAM Conference Proceeding Article

PDF

A feasibility study on crowdsourcing to monitor municipal resources in smart cities, Thivya KANDAPPU; Archan MISRA; Ming Hui, Desmond (XU Minghui) KOH; Randy Tandriansyah DARATAN; and Nikita JAIMAN Conference Proceeding Article

PDF

A novel representation and compression for queries on trajectories in road networks, Xiaochun YANG, Bin WANG, Kai YANG, Chengfei LIU, and Baihua ZHENG Journal Article

PDF

A sliding-window framework for representative subset selection, Yanhao WANG, Yuchen LI, and Kian-Lee TAN Conference Proceeding Article

PDF

Augmented keyword search on spatial entity databases, Dongxiang ZHANG, Yuchen LI, Xin CAO, Jie SHAO, and Heng Tao SHEN Journal Article

PDF

A UTP semantics for communicating processes with shared variables and its formal encoding in PVS, Ling SHI, Yongxin ZHAO, Yang LIU, Jun SUN, Jin Song DONG, and Shengchao QIN Journal Article

PDF

A visual interaction cue framework from video game environments for augmented reality, Kody R. DILLMAN, Terrance Tin Hoi MOK, Anthony TANG, Lora OEHLBERG, and Alex MITCHELL Conference Proceeding Article

PDF

Can multimodal sensing detect and localize transient events?, Kasthuri JAYARAJAH, Subbaraju VIGNESHWARAN, Noel ATHAIDE, Lakmal MEEGHAPOLA, Andrew TAN, and Archan MISRA Conference Proceeding Article

PDF

Combination forecasting reversion strategy for online portfolio selection, Dingjiang HUANG, Shunchang YU, Bin LI, Steven C. H. HOI, and Shuigeng G. ZHOU Journal Article

PDF

Combined classifier for cross-project defect prediction: An extended empirical study, Yun ZHANG, David LO, Xin XIA, and Jianling SUN Journal Article

PDF

Combined classifier for cross-project defect prediction: An extended empirical study, Yun ZHANG, David LO, Xin XIA, and Jianling SUN Journal Article

PDF

Continuous top-K monitoring on document streams (Extended abstract), Leong Hou U, Junjie ZHANG, Kyriakos MOURATIDIS, and Ye LI Conference Proceeding Article

PDF

Criteria-based encryption, Tran Viet Xuan PHUONG, Guomin YANG, and Willy SUSILO Journal Article

PDF

DeepRefiner: Multi-layer Android malware detection system applying deep neural networks, Xu KE, Yingjiu Li, Robert H. DENG, and Kai CHEN Conference Proceeding Article

PDF

Demo abstract: Simultaneous energy harvesting and sensing using piezoelectric energy harvester, Dong MA, Guohao LAN, Weitao XU, Mahbub HASSAN, and Wen HU Conference Proceeding Article

PDF

Detect rumor and stance jointly by neural multi-task learning, Jing MA, Wei GAO, and Kam-Fai WONG Conference Proceeding Article

PDF

Distributed multi-task classification: A decentralized online learning approach, Chi ZHANG, Peilin ZHAO, Shuji HAO, Yeng Chai SOH, Bu Sung LEE, Chunyan MIAO, and Steven C. H. HOI Journal Article

PDF

Does journaling encourage healthier choices? Analyzing healthy eating behaviors of food journalers, Palakorn ACHANANUPARP, Ee Peng LIM, and Vibhanshu ABHISHEK Conference Proceeding Article

PDF

Domain-specific cross-language relevant question retrieval, Bowen XU, Zhenchang XING, Xin XIA, David LO, and Shanping LI Journal Article

PDF

Eat & tell: A randomized trial of random-loss incentive to increase dietary self-tracking compliance, Palakorn ACHANANUPARP, Ee Peng LIM, Vibhanshu ABHISHEK, and Tianjiao YUN Conference Proceeding Article

PDF

Empirical study of face authentication systems under OSNFD attacks, Yan LI; Yingjiu LI; XU, KE; Qiang YAN; and Robert H. DENG Journal Article

PDF

EnTagRec(++): An enhanced tag recommendation system for software information sites, Shaowei Wang, David LO, Bogdan VASILESCU, and Alexander SEREBRENIK Journal Article

PDF

EnTagRec(++): An enhanced tag recommendation system for software information sites, Shawei WANG, David LO, Bogdan VASILESCU, and Alexander SEREBRENIK Journal Article

PDF

Every step you take, I’ll be watching you: Practical StepAuth-entication of RFID paths, Kai BU and Yingjiu LI Journal Article

PDF

Exploiting user and venue characteristics for fine-grained tweet geolocation, Wen Haw CHONG and Ee Peng LIM Journal Article

PDF

Fast and robust segmentation of white blood cell images by self-supervised learning, Xin ZHENG, Yong WANG, Guoyou WANG, and Jianguo LIU Journal Article

PDF

Feature Engineering for Machine Learning and Data Analytics, Xin XIA and David LO Book Chapter

PDF

Findings of a user study of automatically generated personas, Joni SALMINEN, Haewoon KWAK, Jisun AN, Soon-gyo JUNG, and Bernard J. JANSEN Conference Proceeding Article

PDF

Frame inference for inductive entailment proofs in separation logic, Quang Loc LE, Jun SUN, and Shengchao QIN Conference Paper

PDF

Geocaching with a beam: Shared outdoor activities through a telepresence robot with 360 degree viewing, Yasamin HESHMAT, Brennan JONES, Xiaoxuan XIONG, Carman NEUSTAEDTER, Anthony TANG, Bernhard E. RIECKE, and Lillian YANG Conference Proceeding Article

PDF

Introducing basic programming to pre-university students: A successful initiative in Singapore, Heng Ngee MOK and Vandana RAMACHANDRA RAO Conference Proceeding Article

PDF

'Is more better?': Impact of multiple photos on perception of persona profiles, Joni SALMINEN, Lene NIELSEN, Soon-Gyo JUNG, Jisun AN, Haewoon KWAK, and Bernard J. JANSEN Conference Proceeding Article

PDF

Latency-oriented task completion via spatial crowdsourcing, Yuxiang ZENG, Yongxin TONG, Lei CHEN, and Zimu ZHOU Conference Proceeding Article

PDF

Location-aware influence maximization over dynamic social streams, Yanhao WANG, Yuchen LI, Ju FAN, and Kianlee TAN Journal Article

PDF

Modeling security and privacy requirements: A use case-driven approach, Phu Xuan MAI, Arda GOKNIL, Lwin Khin SHAR, Fabrizio PASTORE, Lionel BRIAND, and Shaban SHAAME Journal Article

PDF

OCTOPUS: An online topic-aware influence analysis system for social networks, Ju FAN, Jiarong QIU, Yuchen LI, Qingfei MENG, Dongxiang ZHANG, Guoliang LI, Kian-Lee TAN, and Xiaoyong DU Conference Proceeding Article

PDF

PageFlip: Leveraging page-flipping gestures for efficient command and value selection on smartwatches, Teng HAN, Jiannan LI, Khalad HASAN, Keisuke NAKAMURA, Randy GOMEZ, Ravin BALAKRISHNAN, and Pourang IRANI Conference Proceeding Article

PDF

PCCF: Periodic and continual temporal co-factorization for recommender systems, Guibing GUO, Feida ZHU, Shilin QU, and Xingwei WANG Journal Article

PDF

Persona perception scale: Developing and validating an instrument for human-like representations of data, Salminen JONI, Haewoon KWAK, João SANTOS, Soon-Gyo JUNG, Jisun AN, and Bernard J. JANSEN Conference Proceeding Article

PDF

Perspective on and re-orientation of physical proxies in object-focused remote collaboration, Martin FEICK, Terrance MOK, Anthony TANG, Lora OEHLBERG, and Ehud SHARLIN Conference Proceeding Article

PDF

Predicting episodes of non-conformant mobility in indoor environments, Kasthuri JAYARAJAH and Archan MISRA Journal Article

PDF

Real world, large scale IoT systems for community eldercare: Experiences and lessons learned, Alvin Cerdena VALERA, Wei Qi LEE, Hwee-Pink TAN, Hwee Xian TAN, and Huiguang LIANG Book Chapter

PDF

Regularly lossy functions and applications, Yu CHEN, Baodong QIN, and Haiyang XUE Conference Proceeding Article