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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 2014 2014

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

Competition, Cooperation and Regulation: Understanding the Evolution of the Mobile Payments Technology Ecosystem, Jun Liu, Robert John KAUFFMAN, and Dan MA Working Paper

Deep learning for content-based image retrieval: A comprehensive study, Ji WAN, Dayong WANG, Steven C. H. HOI, Pengcheng WU, Jianke ZHU, Yongdong ZHANG, and Jintao LI Conference Proceeding Article

Developer involvement considered harmful? An empirical examination of Android bug resolution times, Subhajit DATTA, Proshanta SARKAR, and Subhashis MAJUMDER Conference Proceeding Article

Dynamic Clustering of Contextual Multi-Armed Bandits, Trong T. NGUYEN and Hady W. LAUW Conference Proceeding Article

Dynamic Clustering of Contextual Multi-Armed Bandits, Trong T. NGUYEN and Hady Wirawan LAUW Conference Paper

Exploiting Geographical Neighborhood Characteristics for Location Recommendation, Yong LIU, Wei WEI, Aixin SUN, and Chunyan MIAO Conference Proceeding Article

Generative Modeling of Entity Comparisons in Text, Maksim TKACHENKO and Hady W. LAUW Conference Proceeding Article

Generative Modeling of Entity Comparisons in Text, Maksim TKACHENKO and Hady Wirawan LAUW Conference Paper

GruMon: Fast and Accurate Group Monitoring for Heterogeneous Urban Spaces, Rijurekha SEN, Youngki LEE, Kasthuri JAYARAJAH, Rajesh Krishna BALAN, and Archan MISRA Conference Proceeding Article

Historical Traffic-Tolerant Paths in Road Networks, Pui Hang LI, Man Lung YIU, and Kyriakos MOURATIDIS Conference Proceeding Article

Hybrid euclidean-and-riemannian metric learning for image set classification, Zhiwu HUANG, R. WANG, S. SHAN, and X. CHEN Conference Proceeding Article

ImageSpirit: Verbal guided image parsing, Ming-Ming CHENG, Shuai ZHENG, Wen-yan LIN, Vibhav VINEET, Paul STURGESS, Nigel CROOK, Niloy J. MITRA, and Philip TORR Journal Article

K-Sketch: Digital storytelling with animation sketches, Richard Christopher DAVIS and NUR CAMELLIA BINTE ZAKARIA Conference Proceeding Article

Linguistic analysis of toxic behavior in an online video game, Haewoon KWAK and Telefonica Book

Managing Seller Heterogeneity in a Competitive Marketplace, R. Wu and Mei LIN Working Paper

MODLoc: Localizing multiple objects in dynamic indoor environment, Xiaonan Guo, Dian ZHANG, Kaishun WU, and Lionel M. NI Journal Article

On joint modeling of Topical Communities and Personal Interest in microblogs, Tuan-Anh HOANG and Ee Peng LIM Conference Proceeding Article

Online Passive Aggressive Active Learning and its Applications, Jing LU, Peilin ZHAO, and Steven C. H. HOI Conference Proceeding Article

Online Transfer Learning, Peilin ZHAO, Steven C. H. HOI, Jialei WANG, and Bin LI Journal Article

Organizing video search results to adapted semantic hierarchies for topic-based browsing, Jiajun WANG, Yu-Gang JIANG, Qiang WANG, Kuiyuan YANG, and Chong-wah NGO Conference Proceeding Article

Perspectives on task ownership in mobile operating system development [invited talk], Subhajit DATTA Conference Proceeding Article

Player acceptance of Human Computation Games: An aesthetic perspective, Xiaohui WANG, Dion Hoe Lian GOH, Ee Peng LIM, and Adrian Wei Liang VU Conference Proceeding Article

Predicting Effectiveness of IR-Based Bug Localization Techniques, Tien-Duy B. LE, Ferdian THUNG, and David LO Conference Proceeding Article

Predicting Effectiveness of IR-Based Bug Localization Techniques, Tien-Duy B. Le, Ferdian Thung, and David LO Conference Paper

RaPiD: A toolkit for reliability analysis of non-deterministic systems, Lin GUI, Jun SUN, Yang LIU, Truong Khanh NGUYEN, and Jin Song Dong DONG Conference Proceeding Article

Scalable visual instance mining with threads of features, Wei ZHANG, Hongzhi LI, Chong-wah NGO, and Shih-Fu CHANG Conference Proceeding Article

Semantics-aware Android malware classification using weighted contextual API dependency graphs, Mu ZHANG, Yue DUAN, Heng YIN, and Zhiruo ZHAO Conference Proceeding Article

StopWatch: A Cloud Architecture for Timing Channel Mitigation, Peng Li, Debin GAO, and Michael K Reiter Journal Article

The Evolution of Research on Multimedia Travel Guide Search and Recommender Systems, Junge SHEN, Zhiyong CHENG, Jialie SHEN, Tao MEI, and Xinbo GAO Conference Proceeding Article

The Innovation Clusters Concept: Innovation Ecosystem Building: The Singapore Experience, Arcot Desai Narasimhalu Conference Paper

TRACCS: Trajectory-Aware Coordinated Urban Crowd-Sourcing, Cen CHEN, Shih-Fen CHENG, Aldy GUNAWAN, Archan MISRA, Koustuv Dasgupta, and Deepthi Chander Conference Proceeding Article

Transparency Strategy in Internet-Based Selling., N.F. Granados, A. Gupta, and Robert John KAUFFMAN Book Chapter

Understanding bug fixes in Ant: An observational study, Shilpi SAHA, Subhashis MAJUMDER, Samip JAIN, and Subhajit DATTA Conference Proceeding Article

User Profiling via Affinity-aware Friendship, Zhuohua Chen, Feida ZHU, Guangming Guo, and Hongyan Liu Conference Proceeding Article

Vector Abstraction and Concretization for Scalable Detection of Refactorings, Narcisa Andreea MILEA, Lingxiao JIANG, and Siau-Cheng KHOO Conference Proceeding Article

Vireo-Tno @ TRECVID 2014: Multimedia event detection and recounting (MED and MER), Chong-wah NGO, Yi-Jie LU, Hao ZHANG, Ting YAO, Chun-Chet TAN, Lei PANG, Maaike DE BOER, John SCHAVEMAKER, Klamer SCHUTTE, and Wessel KRAAIJ Conference Paper

Vireo @ TRecViD 2014: Instance search and semantic indexing, Wei ZHANG, Hao ZHANG, Ting YAO, Yijie LU, Jingjing CHEN, and Chong-wah NGO Conference Paper

Web application vulnerability prediction using hybrid program analysis and machine learning, Lwin Khin SHAR, Lionel BRIAND, and Hee Beng Kuan TAN Journal Article

WIGA as a Bridge from Theory to Practice, Tin Seong KAM, Lian Chee Koh, and Wu Dan Conference Paper

Action classification by exploring directional co-occurrence of weighted STIPs, Mengyuan LIU, Hong LIU, and Qianru SUN Conference Proceeding Article

Agent-based Problem Solving Methods in Big Data Environment, Hao Lan ZHANG and Hoong Chuin LAU Editorial

A Multi-dimensional Image Quality Prediction Model for User-generated Images in Social Networks, You YANG, Xu WANG, Tao GUAN, Jialie SHEN, and Li YU Journal Article

Analyzing the dangers posed by Chrome Extensions, Lujo BAUER, Shaoying CAI, Limin JIA, Timothy PASSARO, and Yuan TIAN Conference Proceeding Article

Attribute-based signing right delegation, Weiwei LIU, Yi MU, and Guomin YANG Conference Proceeding Article

auction with rolling horizon for urban consolidation centre, Chen WANG, Stephanus Daniel HANDOKO, and Hoong Chuin LAU Conference Proceeding Article

Biases in Trust-Based Systems, Hady W. LAUW Book Chapter

Case studies in computing education: Presentation, evaluation and assessment of four case study-based course design and delivery models, Ilse BAUMGARTNER and Venky SHANKARARAMAN Conference Proceeding Article