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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

PrivacyCanary: Privacy-aware recommenders with adaptive input obfuscation, Thivya KANDAPPU, Arik FRIEDMAN, Roksan BORELLI, and Vijay SIVARAMAN Conference Proceeding Article

Review Synthesis for Micro-Review Summarization, Thanh-Son Nguyen, Hady W. LAUW, and Panayiotis TSAPARAS Conference Proceeding Article

SimApp: A framework for detecting similar mobile applications by online kernel learning, Ning CHEN, Steven C. H. HOI, Shaohua LI, and Xiaokui XIAO Conference Proceeding Article

Use of a high-value social audience index for target audience identification on Twitter, Siaw Ling LO, David CORNFORTH, and Raymond. CHIONG Conference Proceeding Article

Will this be quick? A case study of bug resolution times across industrial projects, Subhajit DATTA and Prasanth LADE Conference Proceeding Article

Adaptive duty cycling in sensor networks with energy harvesting using continuous-time markov chain and fluid models, Wai Hong Ronald CHAN, Pengfei ZHANG, Ido NEVAT, Sai Ganesh NAGARAJAN, Alvin C. VALERA, Hwee Xian TAN, and Natarajan GAUTAM Journal Article

Algorithm Selection via Ranking, Jayadi Oentaryo Richard, Handoko Stephanus Daniel, and Hoong Chuin LAU Conference Proceeding Article

Ambiguous optimistic fair exchange: Definition and constructions, Qiong HUANG, Guomin YANG, Duncan S. WONG, and Willy SUSILO Journal Article

An adaptive gradient method for online AUC maximization, Yi DING, Peilin ZHAO, Steven C. H. HOI, and Yew-Soon ONG Conference Proceeding Article

Are features equally representative? A feature-centric recommendation, Chenyi ZHANG, Ke WANG, Ee-peng LIM, Qinneng XU, Jianling SUN, and Hongkun YU Conference Proceeding Article

A systematic study on explicit-state non-zenoness checking for timed automata, Ting WANG, Jun SUN, Xinyu WANG, Yang LIU, Yuanjie SI, Jin Song DONG, Xiaohu YANG, and Xiaohong LI Journal Article

Automatic, high accuracy prediction of reopened bugs, Xin Xia, David LO, Emad Shihab, Xinyu Wang, and Bo Zhou Journal Article

Business Modeling with Spreadsheets: Problems, Principles and Practice - 3rd ed, Thin Yin LEONG and Michelle L. F. CHEONG Book

Ciphercard: A token-based approach against camera-based shoulder surfing attacks on common touchscreen devices, Teddy SEYED, Xing-Dong YANG, Anthony TANG, Saul GREENBERG, Jiawei GU, Bin ZHU, and Xiang CIAO Conference Proceeding Article

Community discovery from social media by low-rank matrix recovery, Jinfeng ZHUANG, Mei TAO, Steven C. H. HOI, Xian-Sheng HUA, and Yongdong ZHANG Journal Article

Data Analysis of Retailer Orders to Improve Order Distribution, Michelle Lee Fong CHEONG and Junyu CHOY Book Chapter

Designing a portfolio of parameter configurations for online algorithm selection, Aldy GUNAWAN, Hoong Chuin LAU, and Mustafa MISIR Conference Proceeding Article

Improving Internet Security through Mandatory Information Disclosure, Qian TANG and Andrew B. WHINSTON Conference Proceeding Article

Improving Software Quality and Productivity Leveraging Mining Techniques: [Summary of the Second Workshop on Software Mining, at ASE 2013], Ming LI, Hongyu ZHANG, David LO, and Lucia Lucia Magazine Article

Integrated intelligence for human-robot teams, Jean OH and et. al. Conference Proceeding Article

Intelligent polar cyberinfrastructure: enabling semantic search in geospatial metadata catalogue to support polar data discovery, Wenwen LI, Vidit BHATIA, and Kai CAO Journal Article

Low effort crowdsourcing: Leveraging peripheral attention for crowd work, Vaish RAJAN, Peter ORGANISCIAK, Kotaro HARA, Jeffrey P. BIGHAM, and Haoqi ZHANG Conference Poster

Mechanism Design for Near Real-Time Retail Payment and Settlement Systems, Zhiling GUO, Robert John KAUFFMAN, Mei LIN, and Dan MA Conference Proceeding Article

Modeling neuromorphic persistent firing networks, Ning NING, Guoqi LI, Wei HE, Kejie HUANG, Li PAN, Kiruthika RAMANATHAN, Rong ZHAO, and Luping SHI Journal Article

Multidimensional context awareness in mobile devices, Zhuo WEI, Robert H. DENG, Jialie SHEN, Jixiang ZHU, Kun OUYANG, and Yongdong WU Conference Proceeding Article

Multi-user multiple input multiple output (MIMO) communication with distributed antenna systems in wireless networks, Karthikeyan SUNDARESAN, Mohammad KHOJASTEPOUR, Sampath RANGARAJAN, and Jie XIONG Patent

On the Financification of Cloud Computing: An Agenda for Pricing and Service Delivery Mechanism Design Research, Robert John KAUFFMAN, Dan MA, Richard Shang, Jianhui Huang, and Yinping Yang Journal Article

On the Financification of Cloud Computing: An Agenda for Pricing and Service Delivery Mechanism Design Research, Robert John KAUFFMAN, Dan MA, Richard Shang, Jianhui Huang, and Yinping Yang Journal Article

Pricing Strategy for Cloud Computing: A Damaged Services Perspective, Jianhui HUANG, Robert John KAUFFMAN, and Dan MA Journal Article

Pricing Strategy for Cloud Computing: a Damaged Services Perspective, Jianhui Huang, Robert John KAUFFMAN, and Dan MA Journal Article

Push or Pull? A Website's Strategic Choice of Content Delivery Mechanism, Dan MA Journal Article

Recovering Household Preferences for Digital Entertainment, Jin LI, Zhiling GUO, and Robert J. KAUFFMAN Conference Proceeding Article

ReputationPro: The efficient approaches to contextual transaction trust computation in e-commerce environments, Haibin ZHANG, Yan WANG, Xiuzhen ZHANG, and Ee Peng LIM Journal Article

Risk based Optimization for Improving Emergency Medical Systems, Sandhya SAISUBRAMANIAN, Pradeep VARAKANTHAM, and Hoong Chuin LAU Conference Proceeding Article

Saliency-Guided Color-to-Gray Conversion Using Region-Based Optimization, Hao DU, Shengfeng HE, Bin SHENG, Lizhuang MA, and Rynson W.H. LAU Journal Article

Semi-universal portfolios with transaction costs, Dingjiang HUANG, Yan ZHU, Bin LI, Shuigeng ZHOU, and Steven C. H. HOI Conference Proceeding Article

Software puzzle: A countermeasure to resource-inflated denial-of-service attacks, Yongdong WU, Zhigang ZHAO, Bao FENG, and Robert H. DENG Journal Article

Solving Uncertain MDPs with Objectives that are Separable over Instantiations of Model Uncertainty, Yossiri ADULYASAK, Pradeep VARAKANTHAM, Asrar AHMED, and Patrick JAILLET Conference Proceeding Article

Special section: Economics, electronic commerce, and competitive strategy, Eric K. CLEMONS, Rajiv M. DEWAN, and Robert John KAUFFMAN Journal Article

Stability of transportation networks under adaptive routing policies, Sebastien BOYER, Sebastien BLANDIN, and Laura WYNTER Journal Article

Technology Investment Decision-Making under Uncertainty, Robert J. Kauffman, Jun Liu, and Dan Ma Journal Article

The Knowledge Accumulation and Transfer in Open-Source Software (OSS) Development, Youngsoo KIM and Lingxiao JIANG Conference Proceeding Article

Toward mobile robots reasoning like humans, Jean OH, Arne SUPPE, Felix DUVALLET, Abdeslam BOULARIAS, Luis NAVARRO-SERMENT, Martial HEBERT, Anthony STENTZ, Jerry VINOKUROV, Oscar ROMERO, Christian LEBIERE, and Robert DEAN Conference Proceeding Article

Travel Recommendation via Author Topic Model Based Collaborative Filtering, Shuhui JIANG, Xueming QIAN, Jialie SHEN, and Tao MEI Conference Proceeding Article

Submissions from 2014 2014

The Communication in A Social Networking Site (SNS) and Its Dynamics, Young Soo KIM Presentation

Effects of training datasets on both the extreme learning machine and support vector machine for target audience identification on twitter, Siaw Ling LO, David CORNFORTH, and Raymond CHIONG Conference Proceeding Article

Human action classification based on sequential bag-of-words model, Hong LIU, Qiaoduo ZHANG, and Qianru SUN Conference Proceeding Article

Online learning on incremental distance metric for person re-identification, Yuke SUN, Hong LIU, and Qianru SUN Conference Proceeding Article

Enhancing machine-learning methods for sentiment classification of web data, Zhaoxia WANG, Victor Joo Chuan TONG, and Hoong Chor CHIN Conference Proceeding Article

FM 2014: Formal methods: 19th international symposium, Cliff B. JONES, Pekka PIHLAJASAARI, and Jun SUN Edited Book

14th IEEE International Conference on Data Mining Workshops: Proceedings: Shenzhen, China, 14 December 2014, Ming LI, Hongyu ZHANG, and David LO Edited Conference Proceeding

Aligning Assessments with Competencies using Keyphrase Extraction, Venky SHANKARARAMAN and Swapna GOTTIPATI Conference Proceeding Article

A metrics suite of cloud computing adoption readiness, Robert J. KAUFFMAN, Dan MA, and Martin YU Conference Proceeding Article

Analyzing Course Competencies: What can Competencies Reveal about the Curriculum?, Swapna GOTTIPATI and Venky SHANKARARAMAN Conference Proceeding Article

Android or iOS for Better Privacy Protection?, Jin Han, Qiang Yan, Debin GAO, Jianying Zhou, and Huijie Robert DENG Conference Paper

An Empirical Study on the Adequacy of Testing in Open Source Projects, Pavneet Singh Kochhar, Ferdian Thung, David LO, and Julia Lawall Conference Paper

An Empirical Study on the Adequacy of Testing in Open Source Projects, Pavneet Singh Kochhar, Ferdian Thung, David LO, and Julia Lawall Conference Proceeding Article

Anomaly detection through enhanced sentiment analysis on social media data, Zhaoxia WANG, Victor JOO, Chuan TONG, Xin XIN, and Hoong Chor CHIN Conference Proceeding Article

CardioGuard: A Brassiere-based Reliable ECG Monitoring Sensor System for Supporting Daily Smartphone Healthcare Applications, Sungjun Kwon, Jeehoon Kim, Seungwoo Kang, Youngki LEE, Hyunjae Baek, and Kwangsuk Park Journal Article

Detecting Camouflaged Applications on Mobile Application Markets, Mon Kywe SU, Yingjiu LI, Huijie Robert DENG, and Jason HONG Conference Proceeding Article

Detecting flow anomalies in distributed systems, Freddy Chong-Tat CHUA, Ee Peng LIM, and Bernardo HUBERMAN Conference Proceeding Article

Experimenting with Gamification in the Classroom, Emanuel Grant, Venkataramanan (Venky) SHANKARARAMAN, and Jeremy Kian Loong LECK Conference Proceeding Article

Extracting Interest Tags from Twitter User Biographies, Ying DING and Jing JIANG Conference Proceeding Article

From cells to streets: Estimating mobile paths with cellular-side data, Qatar Computing Research Institute, University of Birmingham, Seattle University of Washington, and Haewoon KWAK Conference Proceeding Article

High-dimensional Data Stream Classification via Sparse Online Learning, Dayong WANG, Pengcheng WU, Peilin ZHAO, Yue WU, Chunyan MIAO, and Steven C. H. HOI Conference Proceeding Article

High Utility Episode Mining Made Practical and Fast, Guangming GUO, Lei Zhang, Qi Liu, Enhong Chen, Feida ZHU, and Guan Chu Conference Proceeding Article

High Utility K-anonymization for Social Network Publishing, Yazhe WANG, Long XIE, Baihua ZHENG, and Ken C.K. LEE Journal Article

I’ve heard you have problems: Cellular signal monitoring through UE participatory sensing, Huiguang Liang, Hyong Kim, Hwee-Pink TAN, and Wai-Leong Yeow Conference Proceeding Article

Learning Analytics Applied to Curriculum Analysis, Swapna GOTTIPATI and Venky SHANKARARAMAN Conference Paper

Measuring Student Performance and Providing Feedback Using Competency Framework, Joelle DUCROT and Venky SHANKARARAMAN

Measuring Student Performance and Providing Feedback using Competency Framework, Joelle ELMALEH and Venky SHANKARARAMAN Conference Proceeding Article

MIDAS: Empowering 802.11ac with multiple-input distributed antenna systems, Jie XIONG, Karthikeyan SUNDARESAN, Kyle JAMIESON, Mohammad A. KHOJASTEPOUR, and Sampath RANGARAJAN Conference Proceeding Article

Modeling the evolution of generativity and the emergence of digital ecosystems, C. Jason WOODARD and Eric K. CLEMONS Conference Proceeding Article

myDeal: A Mobile Shopping Assistant Matching User Preferences to Promotions, Kartik MURALIDHARAN, Swapna GOTTIPATI, Jing JIANG, Narayan RAMASUBBU, and Rajesh Krishna BALAN Conference Proceeding Article

Orchestrating service innovation using design moves: The dynamics of fit between service and enterprise IT architectures, Narayan Ramasubbu, Charles Jason WOODARD, and Sunil Mithas Conference Proceeding Article

PADS: Passive detection of moving targets with dynamic speed using PHY layer information, Kun QIAN, Chenshu WU, Zheng YANG, Yunhao LIU, and Zimu ZHOU Conference Proceeding Article

Platform pricing with endogenous network effects, Mei LIN, Ruhai WU, and Wen ZHOU Conference Paper

Probabilistic Latent Document Network Embedding, Tuan M. V. LE and Hady W. LAUW Conference Proceeding Article

Probabilistic Latent Document Network Embedding, Tuan M. V. LE and Hady Wirawan LAUW Conference Paper

Second Order-Response Surface Model for the Automated Parameter Tuning Problem, Aldy GUNAWAN and Hoong Chuin LAU Conference Proceeding Article

Sensor-free corner shape detection by wireless networks, Yuxi WANG, Zimu ZHOU, and Kaishun WU Conference Proceeding Article

Shell Miner: Mining Organizational Phrases in Argumentative Texts in Social Media, Jianguang DU, Jing JIANG, Liu YANG, Dandan SONG, and Lejian LIAO Conference Proceeding Article

Skills Frameworks for Industry and IT Education Alignment: A Pilot Study, Mehdi Asgarkhani and Venky SHANKARARAMAN Conference Proceeding Article

Special Section: IT-Enabled Social and Economic Transitions, Eric K. CLEMONS, Robert John KAUFFMAN, and Thomas A. WEBER Journal Article

Towards intelligent caring agents for Aging-In-Place: Issues and challenges, Di WANG, Budhitama SUBAGDJA, Yilin KANG, and Ah-hwee TAN Conference Proceeding Article

UNISENSE: A Unified and Sustainable Sensing and Transport Architecture for Large Scale and Heterogeneous Sensor Networks, Yunye Jin and Hwee-Pink TAN Book Chapter

Using Consumer Informedness as an Information Strategy, Ting LI, Robert John KAUFFMAN, Eric VAN HECK, Peter VERVEST, and Benedict DELLAERT Magazine Article

Identifying the high-value social audience from Twitter through text-mining methods, Siaw Ling LO, David CORNFORTH, and Raymond CHIONG Conference Proceeding Article

WenZher: Comprehensive Vertical Search for Healthcare Domain, Liqiang NIE, Tao LI, Mohammad Akbari, Jialie SHEN, and Tat-Seng CHUA

Automated runtime recovery for QoS-based service composition, Tian Huat TAN, Manman CHEN, Étienne ANDRÉ, Jun SUN, Yang LIU, and Jin Song DONG Conference Proceeding Article

A first look at global news coverage of disasters by using the GDELT dataset, Haewoon KWAK and Jisun. AN Conference Proceeding Article

An ecological model for digital platforms maintenance and evolution, Paolo ROCCHI, Paolo SPAGNOLETTI, and Subhajit DATTA Conference Proceeding Article

Band selection for hyperspectral images using probabilistic memetic algorithm, Liang FENG, Ah-hwee TAN, Meng-Hiot LIM, and Si Wei JIANG Journal Article

BugLocalizer: Integrated Tool Support for Bug Localization, Ferdian Thung, Tien-Duy B. Le, Pavneet Singh Kochhar, and David LO Conference Paper

BugLocalizer: Integrated Tool Support for Bug Localization, Ferdian THUNG, Tien-Duy B. LE, Pavneet Singh KOCHHAR, and David LO Edited Conference Proceeding

Building Effective Bridges between Science and Technology Parks and Universities, Arcot Desai Narasimhalu Conference Paper

CAMA: Efficient Modeling of the Capture Effect for Low Power Wireless Networks, Behnam DEZFOULI, Marjan RADI, Kamin WHITEHOUSE, Shukor Abd RAZAK, and Hwee-Pink TAN Journal Article

CeleLabel: An interactive system for annotating celebrities in web videos, Zhineng CHEN, Jinfeng BAI, Chong-wah NGO, Bailan FENG, and Bo XU Conference Proceeding Article

Click-through-based subspace learning for image search, Yingwei PAN, Ting YAO, Xinmei TIAN, Houqiang LI, and Chong-wah NGO Conference Proceeding Article

Combining multiple kernel methods on Riemannian manifold for emotion recognition in the wild, M. LIU, R. WANG, S. LI, S. SHAN, Zhiwu HUANG, and X. CHEN Conference Proceeding Article