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.

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Submissions from 2018

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

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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

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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

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

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

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

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

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

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

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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

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

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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

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

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

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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

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

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

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

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

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

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

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

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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

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

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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

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

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'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

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

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

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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

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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

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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

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

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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

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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

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

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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

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Scalable hypergraph-based image retrieval and tagging system, Lu CHEN, Yunjun GAO, Yuanliang ZHANG, Sibo WANG, and Baihua ZHENG Conference Proceeding Article

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

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Social network monitoring for bursty cascade detection, Wei XIE, Feida ZHU, Jing XIAO, and Jianzong WANG Journal Article

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SoK: Towards the Science of security and privacy in machine learning, Nicolas PAPERNOT, Patrick MCDANIEL, Arunesh SINHA, and Michael WELLMAN Conference Proceeding Article

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The impact of rapid release cycles on the integration delay of fixed issues, Daniel Alencar DA COSTA, Shane MCINTOSH, Christoph TREUDE, Uirá KULESZA, and Ahmed E. HASSAN Journal Article

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The role of urban mobility in retail business survival, Krittika D'SILVA, Kasthuri JAYARAJAH, Anastasios NOULAS, Cecilia MASCOLO, and Archan MISRA Journal Article

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Virtualization in wireless sensor networks: Fault tolerant embedding for Internet of Things, Omprakash KAIWARTYA, Abdul Hanan ABDULLAH, Yue CAO, Jaime LLORET, Sushil KUMAR, Rajiv Ratn SHAH, Mukesh PRASAD, and Shiv PRAKASH Journal Article

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Vocal programming for people with upper-body motor impairments, Lucas ROSENBLATT, Patrick CARRINGTON, Kotaro HARA, and Jeffrey P. BIGHAM Conference Proceeding Article

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What is Gab: A bastion of free speech or an alt-right echo chamber, Savvas ZANNETTOU, Barry BRADLYN, Emiliano DE CRISTOFARO, Haewoon KWAK, Michael SIRIVIANOS, Gianluca STRINGHINI, and Jeremy BLACKBURN Conference Proceeding Article

Randomized online CP decomposition, Congbo MA, Xiaowei YANG, and Hu WANG Conference Proceeding Article

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CrowdService: Optimizing mobile crowdsourcing and service composition, Xin PENG, Jingxiao GU, Tian Huat TAN, Jun SUN, Yijun YU, Bashar NUSEIBEH, and Wenyun Zhao ZHAO Journal Article

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A model of competition between perpetual software and software as a service, Zhiling GUO and Dan MA Journal Article

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A model of competition between perpetual software and software as a service, Zhiling GUO and Dan MA Journal Article

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An efficient and expressive ciphertext-policy attribute-based encryption scheme with partially hidden access structures, revisited, Hui CUI, Robert H. DENG, Junzuo LAI, Xun YI, and Surya NEPAL Journal Article

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An efficient and expressive ciphertext-policy attribute-based encryption scheme with partially hidden access structures, revisited, Hui CUI, Robert H. DENG, Junzuo LAI, Xun YI, and Surya NEPAL Journal Article

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An efficient and privacy-preserving biometric identification scheme in cloud computing, Liehuang ZHU, Chuan ZHANG, Chang XU, Ximeng LIU, and Cheng HUANG Journal Article

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A new revocable and re-delegable proxy signature and its application, Shengmin XU, Guomin YANG, and Yi MU Journal Article

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An LSTM model for cloze-style machine comprehension, Shuohang WANG and Jing JIANG Conference Proceeding Article

A simulation environment for evaluation of routing algorithms for improvement of electromobility related services, Akshay RAO, Zhiguang CAO, and Felix KLANNER Journal Article

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Attributed social network embedding, Lizi LIAO, Xiangnan HE, Hanwang ZHANG, and Tat-Seng CHUA Journal Article

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Automatic persona generation (APG): A rationale and demonstration, Soon-Gyo JUNG, Joni SALMINEN, Haewoon KWAK, Jisun AN, and Bernard J JANSEN Conference Proceeding Article

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Constant-size ciphertexts in threshold attribute-based encryption without dummy attributes, Willy SUSILO, Guomin YANG, Fuchun GUO, and Qiong HUANG Journal Article

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Do your friends make you buy this brand?: Modeling social recommendation with topics and brands, Minh Duc LUU and Ee Peng LIM Journal Article

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EngageMon: Multi-modal engagement sensing for mobile games, Sinh HUYNH, Seungmin KIM, JeongGil KO, Rajesh Krishna BALAN, and Youngki LEE Journal Article

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Fixation and confusion: Investigating eye-tracking participants' exposure to information in personas, Joni SALMINEN, Bernard J. JANSEN, Jisun AN, Soon-Gyo JUNG, Lene NIELSEN, and Haewoon KWAK Conference Proceeding Article

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HiddenCode: Hidden acoustic signal capture with vibration energy harvesting, Guohao LAN, Dong MA, Mahbub HASSAN, and Wen HU Conference Proceeding Article

L-0-Regularized image downscaling, Junjie LIU, Shengfeng HE, and Rynson W.H. LAU Journal Article

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Mining sandboxes: Are we there yet?, Lingfeng BAO, Tien Duy B. LE, and David LO Conference Proceeding Article

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Multigeneration product diffusion in the presence of strategic consumers, Zhiling GUO and Jianqing CHEN Journal Article

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Obfuscation at-source: Privacy in context-aware mobile crowd-sourcing, Thivya KANDAPPU, Archan MISRA, Shih-Fen CHENG, Randy TANDRIANSYAH, and Hoong Chuin LAU Journal Article

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Scaling human activity recognition via deep learning-based domain adaptation, Md Abdullah Hafiz KHAN, Nirmalya ROY, and Archan MISRA Conference Proceeding Article

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SCLib: A practical and lightweight defense against component hijacking in android applications, Daoyuan WU, Yao CHENG, Debin GAO, Yingjiu LI, and Robert H. DENG Conference Proceeding Article

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The way you move: The effect of a robot surrogate movement in remote collaboration, Martin FEICK, Lora OEHLBERG, Anthony TANG, André MIEDE, and Ehud SHARLIN Conference Poster

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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

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

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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

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

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

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

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

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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

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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

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

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

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

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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

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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

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

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

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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

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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

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

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

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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

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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

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

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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

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

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

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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

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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