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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 2018 2018

Upping the game of taxi driving in the age of Uber, Shashi Shekhar JHA, Shih-Fen CHENG, Meghna LOWALEKAR, Wai Hin WONG, Rajendram Rishikeshan RAJENDRAM, Trong Khiem TRAN, Pradeep VARAKANTHAM, Nghia TRUONG TRONG, and Firmansyah ABD RAHMAN Conference Proceeding Article

VT-Revolution: Interactive programming video tutorial authoring and watching system, Lingfeng BAO, Zhenchang XING, Xin XIA, and David LO Journal Article

Multi-target deep neural networks: Theoretical analysis and implementation, Zeng ZENG, Nanying LIANG, Xulei YANG, and Steven C. H. HOI Journal Article

A lightweight policy preserving EHR sharing scheme in the cloud, Zuobin YING, Lu WEI, Qi LI, Ximeng LIU, and Jie CUI Journal Article

Anatomy of online hate: Developing a taxonomy and machine learning models for identifying and classifying hate in online news media, Joni SALMINEN, Hind ALMEREKHI, Milica MILENKOVIC, Soon-Gyu JUNG, Haewoon KWAK, Haewoon KWAK, and Bernard J. JANSEN Conference Proceeding Article

An iterated local search algorithm for the team orienteering problem with variable profits, Aldy GUNAWAN, Kien Ming NG, Graham KENDALL, and Junhan LAI Journal Article

CODE: Coherence based decision boundaries for feature correspondence, Wen-yan LIN, Fan WANG, Ming-Ming CHENG, Sai-Kit YEUNG, Philip H. S. TORR, and Jiangbo LU Journal Article

Collaboration patterns in software developer network, Didi SURIAN, Ee-peng LIM, and David LO Encyclopaedia

Competency analytics tool: Analyzing curriculum using course competencies, Swapna GOTTIPATI and Venky SHANKARARAMAN Journal Article

Consortium blockchain-based SIFT: Outsourcing encrypted feature extraction in the D2D network, Xiaoqin FENG, Jianfeng MA, Tao FENG, Yinbin MIAO, and Ximeng LIU Journal Article

Discriminant analysis on Riemannian manifold of Gaussian distributions for face recognition with image sets, W. WANG, R. WANG, Zhiwu HUANG, S. SHAN, and X. CHEN Journal Article

Efficient and privacy-preserving outsourced calculation of rational numbers, Ximeng LIU, Kim-Kwang Raymond CHOO, Robert H. DENG, Rongxing LU, and Jian WENG Journal Article

Egocentric hand detection via dynamic region growing, Shao HUANG, Weiqiang WANG, Shengfeng HE, and Rynson W. H. LAU Journal Article

Exact and heuristic approaches for the multi-agent orienteering problem with capacity constraints, Wenjie WANG, Hoong Chuin LAU, and Shih-Fen CHENG Conference Proceeding Article

Handbook of blockchain, digital finance, and inclusion: Cryptocurrency, FinTech, InsurTech, and regulation, David LEE and Robert H. DENG Edited Book

Hybrid privacy-preserving clinical decision support system in fog-cloud computing, Ximeng LIU, Robert H. DENG, Yang YANG, Ngoc Hieu TRAN, and Shangping ZHONG Journal Article

Identifying and computing the exact core-determining class, Ye LUO and Hai WANG Working Paper

Integrated reward scheme and surge pricing in a ride sourcing market, Hai YANG, Chaoyi SHAO, Hai WANG, and Jieping YE Working Paper

Modeling engagement of programming students using unsupervised machine learning technique, Hua Leong FWA and Lindsay MARSHALL Journal Article

Multi-target deep neural networks: Theoretical analysis and implementation, Zeng ZENG, Nanying LIANG, Xulei YANG, and Steven C. H. HOI Journal Article

Online/Offline traceable attribute-based encryption [in Chinese], Kai ZHANG, Jianfeng MA, Junwei ZHANG, Zuobin YING, Tao ZHANG, and Ximeng LIU Journal Article

PageSense: Toward stylewise contextual advertising via visual analysis of web pages, Tao MEI, Lusong LI, Xinmei TIAN, Dacheng TAO, and Chong-wah NGO Journal Article

Pricing for a last-mile transportation system, Yiwei CHEN and Hai WANG Journal Article

Real-time inbound marketing: A use case for digital banking, Alan MEGARGEL, Venky SHANKARARAMAN, and Srinivas K. REDDY Book Chapter

Real-world large-scale IoT systems for community eldercare: A comparative study on system dependability, Hwee-Pink TAN and Austin ZHANG Conference Proceeding Article

Secure smart metering based on LoRa technology, Yao CHENG, Hendra SAPUTRA, Leng Meng GOH, and Yongdong WU Conference Proceeding Article

Securing display path for security-sensitive applications on mobile devices, Jinhua CUI, Yuanyuan ZHANG, Zhiping CAI, Anfeng LIU, and Yangyang LI Journal Article

SkyLens: Visual analysis of skyline on multi-dimensional data, Xun ZHAO, Yanhong WU, Weiwei CUI, Xinnan DU, Yuan CHEN, Yong WANG, Dik Lun LEE, and Huamin QU Journal Article

SLADE: A smart large-scale task decomposer in crowdsourcing, Yongxin TONG, Lei CHEN, Zimu ZHOU, H. V. JAGADISH, and Lidan SHOU Journal Article

Smart monitoring via participatory BLE relaying, Meeralakshmi RADHAKRISHNAN, Sougata SEN, Archan MISRA, Youngki LEE, and Rajesh Krishna BALAN Conference Proceeding Article

Smartwatch-based early gesture detection & trajectory tracking for interactive gesture-driven applications, Tran Huy VU, Archan MISRA, Quentin ROY, Kenny Tsu Wei CHOO, and Youngki LEE Journal Article

Social collaborative media in software development, Didi SURIAN and David LO Encyclopaedia

Social collaborative media in software development, Didi SURIAN and David LO Encyclopaedia

Strong identity-based proxy signature schemes, revisited, Weiwei LIU, Yi MU, Guomin YANG, and Yangguang TIAN Journal Article

TinyVisor: An extensible secure framework on Android platforms, Dong SHEN; Zhoujun LI; Xiaojing SU; Jinxin MA; and DENG, Robert H. Journal Article

User-friendly deniable storage for mobile devices, Bing CHANG, Yao CHENG, Bo CHEN, Fengwei ZHANG, Wen-Tao ZHU, Yanju LIU, and Zhan WANG Journal Article

User-friendly deniable storage for mobile devices, Bing CHANG, Yao CHENG, Bo CHEN, Fengwei ZHANG, Wen-Tao ZHU, Yingjiu LI, and Zhan. WANG Journal Article

Why are fairness concerns so important? Lessons from pricing a shared last-mile transportation system, Yiwei CHEN and Hai WANG Working Paper

Submissions from 2017 2017

Financial Services Technology: Processes, Architecture, and Solutions, Randall E. DURAN Book

BARTON: Low power tongue movement sensing with in-ear barometers, Balz MAAG, Zimu ZHOU, Olga SAUKH, and Lothar THIELE Conference Proceeding Article

A compact representation of human actions by sliding coordinate coding, Runwei DING, Qianru SUN, Mengyuan LIU, and Hong LIU Journal Article

A multiagent-based approach for vehicle routing by considering both arriving on time and total travel time, Zhiguang CAO, Hongliang GUO, and Jie ZHANG Journal Article

Analyst firm coverage and forecast accuracy: The effect of regulation fair disclosure, Yi DONG, Nan HU, Xu LI, and Ling LIU Journal Article

Analyzing the e-learning video environment requirements of Generation Z students using Echo360 platform, Swapna GOTTIPATI and Venky SHANKARARAMAN Conference Proceeding Article

A novel density peak clustering algorithm based on squared residual error, Milan PARMAR, Di WANG, Ah-hwee TAN, Chunyan MIAO, Jianhua JIANG, and You ZHOU Conference Paper

A selective-discrete particle swarm optimization algorithm for solving a class of orienteering problems, Aldy GUNAWAN, Vincent F. YU, Perwira REDI, Parida JEWPANYA, and Hoong Chuin LAU Conference Proceeding Article

BTCI: A new framework for identifying congestion cascades using bus trajectory data, Meng-Fen CHIANG, Ee Peng LIM, Wang-Chien LEE, and Agus Trisnajaya KWEE Conference Proceeding Article

Disease gene classification with metagraph representations, Sezin KIRCALI ATA, Yuan FANG, Min WU, Xiao-Li LI, and Xiaokui XIAO Journal Article

D-Watch: Embracing “bad” multipaths for device-free localization with COTS RFID devices, Ju WANG, Jie XIONG, Hongbo JIANG, Xiaojiang CHEN, and Dingyi FANG Journal Article

EACSIP: Extendable Access Control System with Integrity Protection for enhancing collaboration in the cloud, Willy SUSILO, Peng JIANG, Fuchun GUO, Guomin YANG, Yong YU, and Yi MU Journal Article

Efficient gate system operations for a multipurpose port using simulation optimization, Ketki KULKARNI, Trong Khiem TRAN, Hai WANG, and Hoong Chuin LAU Conference Proceeding Article

Extracting implicit suggestions from students’ comments: A text analytics approach, Venky SHANKARARAMAN, Swapna GOTTIPATI, Jeff Rongsheng LIN, and Sandy GAN Conference Proceeding Article

Finding the 'faster' path in vehicle routing, Jing GUO, Yaoxin WU, Xuexi ZHANG, Le ZHANG, Wei CHEN, Zhiguang CAO, and Hongliang GUO Journal Article

GraphMP: an efficient semi-external-memory big graph processing system on a single machine, Peng SUN, Yonggang WEN, Nguyen Binh Duong TA, and Xiaokui XIAO Conference Proceeding Article

Home health care delivery problem, Aldy GUNAWAN, Hoong Chuin LAU, and Kun LU Conference Proceeding Article

Inferring social media users’ demographics from profile pictures: A Face++ analysis on Twitter users, Soon-Gyo JUNG, Jisun AN, Haewoon KWAK, Joni SALMINEN, and Bernard J. JANSEN Conference Proceeding Article

Law enforcement resource optimization with response time guarantees, Jonathan CHASE, Jiali DU, Na FU, Truc Viet LE, and Hoong Chuin LAU Conference Proceeding Article

Leveraging auxiliary tasks for document-level cross-domain sentiment classification, Jianfei YU and Jing JIANG Conference Proceeding Article

Leveraging the trade-off between accuracy and interpretability in a hybrid intelligent system, Di WANG, Chai QUEK, Ah-hwee TAN, Chunyan MIAO, Geok See NG, and You ZHOU Conference Proceeding Article

Multilingual sentiment analysis : From formal to informal and scarce resource languages, Siaw Ling LO, Erik CAMBRIA, Raymond CHIONG, and David CORNFORTH Journal Article

Multi-user multi-keyword rank search over encrypted data in arbitrary language, Yang YANG, Ximeng LIU, and Robert H. DENG Journal Article

MuVi: Multiview video aware transmission over MIMO wireless systems, Zhe CHEN, Xu ZHANG, Yuedong XU, Jie XIONG, Yu ZHU, and Xin WANG Journal Article

On modeling sense relatedness in multi-prototype word embedding, Yixin CAO, Juanzi LI, Jiaxin SHI, Zhiyuan LIU, and Chengjiang LI Conference Proceeding Article

Policy gradient with value function approximation for collective multiagent planning, Duc Thien NGUYEN, Akshat KUMAR, and Hoong Chuin LAU Conference Proceeding Article

Pose guided person image generation, Liqian MA, Xu JIA, Qianru SUN, Bernt SCHIELE, Tinne TUYTELAARS, and Luc VAN GOOL Conference Proceeding Article

Robust human activity recognition using lesser number of wearable sensors, Di WANG, Edwin CANDINEGARA, Junhui HOU, Ah-hwee TAN, and Chunyan MIAO Conference Proceeding Article

Secure server-aided top-k monitoring, Yujue WANG, Hwee Hwa PANG, Yanjiang YANG, and Xuhua DING Journal Article

Using data analytics for discovering library resource insights: Case from Singapore Management University, Ning LU, Rui SONG, Dina Li Gwek HENG, Swapna GOTTIPATI, and Aaron TAY Conference Proceeding Article

Using teaching cases for achieving bloom’s high-order cognitive levels: An application in technically-oriented information systems course, Kar Way TAN Conference Proceeding Article

VKSE-MO: Verifiable keyword search over encrypted data in multi-owner settings, Yinbin MIAO, Jianfeng MA, Ximeng LIU, Junwei ZHANG, and Zhiquan LIU Journal Article

What do developers search for on the web?, Xin XIA, Lingfeng BAO, David LO, Pavneet Singh KOCHHAR, Ahmed E. HASSAN, and Zhenchang XING Journal Article

Who are your users? comparing media professionals' preconception of users to data-driven personas, Lene NIELSEN, Soon-Gyu JUNG, Jisun AN, Joni SALMINEN, Haewoon KWAK, and Bernard J. JANSEN Conference Proceeding Article

Secure virtual machine placement in infrastructure cloud services, Varun NATU and Nguyen Binh Duong TA Conference Proceeding Article

An overview of charity governance in Singapore, I J SIM, A L C LOH, L TAY, and Siu Loon HOE Report

Disclosure of board and management matters: An exploratory study on charity governance in Singapore based on institutions of a public character from health and, social and welfare sectors, I J SIM and Siu Loon HOE Report

Egocentric temporal action proposals, Shao HUANG, Weiqiang WANG, Shengfeng HE, and Rynson W. H. LAU Journal Article

BikeMate: Bike riding behavior monitoring with smartphones, Weixi GU, Zimu ZHOU, Yuxun ZHOU, Han ZOU, Yunxin LIU, Costas J. SPANOS, and Lin ZHANG Conference Proceeding Article

Learning likely invariants to explain why a program fails, Long H. PHAM, Jun SUN, Lyly Tran THI, Jingyi WANG, and Xin PENG Conference Proceeding Article

Automatic loop-invariant generation and refinement through selective sampling, Jiaying LI, Jun SUN, Li LI, Quang Loc LE, and Shang-Wei LIN Conference Proceeding Article

FiB: Squeezing loop invariants by interpolation between forward/backward predicate transformers, Shang-Wei LIN, Jun SUN, Hao XIAO, Yang LIU, David SANA, and Henri HANSEN Conference Proceeding Article

Mining implicit design templates for actionable code reuse, Yun LIN, Guozhu MENG, Yinxing YUE, Zhenchang XING, Jun SUN, Xin PENG, Yang LIU, Wenyun ZHAO, and Jin Song DONG Conference Proceeding Article

A fast trajectory outlier detection approach via driving behavior modeling, Hao WU, Weiwei SUN, and Baihua ZHENG Conference Proceeding Article

An analysis of rumor and counter-rumor messages in social media, Dion Hoe-Lian GOH, Alton Y. K. CHUA, Hanyu SHI, Wenju WEI, Haiyan WANG, and Ee-peng LIM Conference Proceeding Article

Anomaly detection for a water treatment system using unsupervised machine learning, Jun INOUE, Yoriyuki YAMAGATA, Yuqi CHEN, Christopher M. POSKITT, and Jun SUN Conference Proceeding Article

AnswerBot: Automated generation of answer summary to developers’ technical questions, Bowen XU, Zhenchang XING, Xin XIA, and David LO Conference Proceeding Article

APIBot: Question answering bot for API documentation, Yuan TIAN, Ferdian THUNG, Abhishek SHARMA, and David LO Conference Proceeding Article

A semantics comparison workbench for a concurrent, asynchronous, distributed programming language, Claudio CORRODI, Alexander HEUßNER, and Christopher M. POSKITT Journal Article

A verification framework for stateful security protocols, Li LI, Naipeng DONG, Jun PANG, Jun SUN, Guangdong BAI, Yang LIU, and Jin Song DONG Conference Proceeding Article

CapSense: Capacitor-based activity sensing for kinetic energy harvesting powered wearable devices, Guohao LAN, Dong MA, Weitao XU, Mahbub HASSAN, and Wen HU Conference Proceeding Article

Classification-based parameter synthesis for parametric timed automata, Jiaying LI, Jun SUN, Bo GAO, and Étienne ANDRE Conference Proceeding Article

Collaborative topic regression with denoising AutoEncoder for content and community co-representation, Trong T. NGUYEN and Hady W. LAUW Conference Proceeding Article

Color-sketch simulator: A guide for color-based visual known-item search, Jakub LOKOČ, Anh Nguyen PHUONG, Marta VOMLELOVÁ, and Chong-wah NGO Conference Proceeding Article

Detecting semantic uncertainty by learning hedge cues in sentences using an HMM, Xiujun LI, Wei GAO, and Jude SHAVLIK Book Chapter

EEG-based emotion recognition via fast and robust feature smoothing, Cheng TANG, Di WANG, Ah-hwee TAN, and Chunyan MIAO Conference Proceeding Article

Enabling phased array signal processing for mobile WiFi devices, Kun QIAN, Chenshu WU, Zheng YANG, Zimu ZHOU, Xu WANG, and Yunhao LIU Journal Article

File-level defect prediction: Unsupervised vs. supervised models, Meng YAN, Yicheng FANG, David LO, Xin XIA, and Xiaohong ZHANG Conference Proceeding Article

Guest editor's introduction to the special issue on source code analysis and manipulation (SCAM 2015), Foutse KHOMH, David LO, and Michael W. GODFREY Transcript

Highly efficient mining of overlapping clusters in signed weighted networks, Tuan-Anh HOANG and Ee-peng LIM Conference Proceeding Article

Improving probability estimation through active probabilistic model learning, Jingyi WANG, Xiaohong CHEN, Jun SUN, and Shengchao QIN Conference Proceeding Article

Indexable Bayesian personalized ranking for efficient top-k recommendation, Dung D. LE and Hady W. LAUW Conference Proceeding Article