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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

URLNet: Learning a URL representation with deep learning for malicious URL detection, Hung LE, Hong Quang PHAM, Doyen SAHOO, and Steven C. H. HOI Working Paper

Visualizing research impact through citation data, Yong WANG, Conglei SHI, Liangyue LI, Hanghang TONG, and Huamin QU Journal Article

VMKDO: Verifiable multi-keyword search over encrypted cloud data for dynamic data-owner, Yibin MIAO, Jianfeng MA, Ximeng LIU, Zhiquan LIU, Limin SHEN, and Fushan WEI Journal Article

W-Air: Enabling personal air pollution monitoring on wearables, Balz MAAG, Zimu ZHOU, and Lothar THIELE Journal Article

A Metrics Suite of Cloud Computing Adoption Readiness, Robert J. KAUFFMAN, Dan MA, and Martin YU Journal Article

Attribute-based cloud storage with secure provenance over encrypted data, Hui CUI, Robert H. DENG, and Yingjiu LI Journal Article

Building deep networks on grassmann manifolds, Zhiwu HUANG, J. WU, and Gool L. VAN Conference Proceeding Article

Compressive representation for device-free activity recognition with passive RFID signal strength, Lina YAO, Quan Z. SHENG, Xue LI, Tao GU, Mingkui TAN, Xianzhi WANG, Sen WANG, and Wenjie RUAN Journal Article

Country 2.0: Upgrading cities with smart technologies, Steven Mark MILLER Book Chapter

Credit default swap spreads and annual report readability, Nan HU, Ling LIU, and Lu ZHU Journal Article

Cross-language learning for program classification using bilateral tree-based convolutional neural networks, Duy Quoc Nghi BUI, Lingxiao JIANG, and Yijun YU Conference Proceeding Article

Dispatch guided allocation optimization for effective emergency response, Supriyo GHOSH and Pradeep VARAKANTHAM Conference Proceeding Article

Early detection of mild cognitive impairment in elderly through IoT: Preliminary findings, Hwee-Xian TAN and Hwee-Pink TAN Conference Proceeding Article

Enhanced vireo KIS at VBS 2018, Phuong Anh NGUYEN, Yi-Jie LU, Hao ZHANG, and Chong-wah NGO Conference Proceeding Article

Food photo recognition for dietary tracking: System and experiment, Zhao-Yan MING, Jingjing CHEN, Yu CAO, Ciarán FORDE, Chong-wah NGO, and Tat Seng CHUA Conference Proceeding Article

Identifying self-admitted technical debt in open source projects using text mining, Qiao HUANG, Emad SHIHAB, Xin XIA, David LO, and Shanping LI Journal Article

Integrated cooperation and competition in multi-agent decision-making, Kyle Hollins WRAY, Akshat KUMAR, and Shlomo ZILBERSTEIN Conference Proceeding Article

Long term key management architecture for SCADA systems, Hendra SAPUTRA and Zhigang ZHAO Conference Proceeding Article

Modelling domain relationships for transfer learning on retrieval-based question answering systems in e-commerce, Jianfei YU, Minghui QIU, Jing JIANG, Jun HUANG, Shuangyong SONG, Wei CHU, and Haiqing CHEN Conference Proceeding Article

R3: Reinforced Ranker-Reader for open-domain Question Answering, Shuohang WANG, Mo YU, Xiaoxiao GUO, Zhiguo WANG, Tim KLINGER, Wei ZHANG, Shiyu CHANG, Gerald TESAURO, Bowen ZHOU, and Jing JIANG Conference Proceeding Article

Resource-constrained scheduling for maritime traffic management, Lucas AGUSSURJA, Akshat KUMAR, and Hoong Chuin LAU Conference Proceeding Article

Risk-sensitive stochastic orienteering problems for trip optimization in urban environments, Pradeep VARAKANTHAM, Akshat KUMAR, Hoong Chuin LAU, and William YEOH Journal Article

Scalable urban mobile crowdsourcing: Handling uncertainty in worker movement, Shih-Fen CHENG, Cen CHEN, Thivya KANDAPPU, Hoong Chuin LAU, Archan MISRA, Nikita JAIMAN, Randy Tandriansyah DARATAN, and Desmond KOH Journal Article

Secure fine-grained access control and data sharing for dynamic groups in the cloud, Shengmin XU, Guomin YANG, Yi MU, and Robert H. DENG Journal Article

Sequential recommendation with user memory networks, Xu CHEN, Hongteng XU, Yongfeng ZHANG, Jiaxi TANG, Yixin CAO, Zheng QIN, and Hongyuan ZHA Conference Proceeding Article

Sparse modeling-based sequential ensemble learning for effective outlier detection in high-dimensional numeric data, Guansong PANG, Longbing CAO, Ling CHEN, Defu LIAN, and Huan LIU Conference Proceeding Article

Sparse Passive-Aggressive learning for bounded online kernel methods, Jing LU, Doyen SAHOO, Peilin ZHAO, and Steven C. H. HOI Journal Article

Technologies for ageing-in-place: The Singapore context, Nadee GOONAWARDENE, Pius LEE, Hwee Xian TAN, Alvin C. VALERA, and Hwee-Pink TAN Book Chapter

Things you may not know about Android (un)packers: A systematic study based on whole-system emulation, Yue DUAN, Mu ZHANG, Abhishek Vasist BHASKAR, Heng YIN, Xiaorui PAN, Tongxin LI, Xueqiang WANG, and Xiaofeng WANG Conference Proceeding Article

Unified locally linear classifiers with diversity-promoting anchor points, Chenghao LIU, Teng ZHANG, Peilin ZHAO, Jianling SUN, and Steven C. H. HOI Conference Proceeding Article

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

Catching Captain Jack: Efficient time and space dependent patrols to combat oil-siphoning in international waters, Xinrun WANG, Bo AN, Martin STROBEL, and Fookwai KONG Conference Proceeding 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

Dictionary learning with structured noise, Pan ZHOU, Cong FANG, Zhouchen LIN, Chao ZHANG, and Y. Edward CHANG 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

Compact hierarchical IBE from lattices in the standard model, Daode ZHANG, Fuyang FANG, Bao LI, Haiyang XUE, and Bei LIANG 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

Enterprise social media use and impact on performance: The role of workplace integration and positive emotions, Murad MOQBEL and Fiona Fui-hoon NAH Journal 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