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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Multi-worker-aware task planning in real-time spatial crowdsourcing, Qian TAO, Yuxiang ZENG, Zimu ZHOU, Yongxin TONG, Lei CHEN, and Ke XU Conference Proceeding Article

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Analyzing requirements and traceability information to improve bug localization, Michael RATH, David LO, and Patrick MADER Conference Proceeding Article

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AnFlo: Detecting anomalous sensitive information flows in Android apps, Biniam Fisseha DEMISSIE, Mariano CECCATO, and Lwin Khin SHAR Conference Proceeding Article

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A qualitative research on marketing and sales in the artificial intelligence age, Yin YANG and Keng SIAU Conference Proceeding Article

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Big data for climate change actions and the paradox of citizen informedness, Kustini LIM-WAVDE and Robert J. KAUFFMAN Magazine Article

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Breathing-based authentication on resource-constrained IoT devices using recurrent neural networks, Jagmohan CHAUHAN, Suranga SENEVIRATNE, Yining HU, Archan MISRA, Aruna SENEVIRATNE, and Youngki LEE Journal Article

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Building a smart nation: Singapore’s digital journey, Siu Loon HOE Journal Article

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Deep code comment generation, Xing HU, Ge LI, Xin XIA, David LO, and Zhi JIN Conference Proceeding Article

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Discovering hidden topical hubs and authorities in online social networks, Roy Ka-Wei LEE, Tuan-Anh HOANG, and Ee-Peng LIM Conference Proceeding Article

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DOAS: Efficient data owner authorized search over encrypted cloud data, Yibin MIAO, Jianfeng MA, Ximeng LIU, Zhiquan LIU, Junwei ZHANG, and Fushan WEI Journal Article

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Efficient and expressive keyword search over encrypted data in the cloud, Hui CUI; Zhiguo WAN; DENG, Robert H.; Guilin WANG; and Yingjiu LI Journal Article

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Empirical risk landscape analysis for understanding deep neural networks, Pan ZHOU and Jiashi FENG Conference Proceeding Article

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Evidence aggregation for answer re-ranking in open-domain question answering, Shuohang WANG, Mo YU, Jing JIANG, Wei ZHANG, Xiaoxiao GUO, Shiyu CHANG, Zhiguo WANG, Tim KLINGER, Gerald TESAURO, and Murray CAMPBELL Conference Proceeding Article

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Exploring relationship between indistinguishability-based and unpredictability-based RFID privacy models, Anjia YANG, Yunhui ZHUANG, Jian WENG, Gerhard HANCKE, Duncan S. WONG, and Guomin YANG Journal Article

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Expressive query over outsourced encrypted data, Yang YANG, Ximeng LIU, and Robert H. DENG Journal Article

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Finding all nearest neighbors with a single graph traversal, Yixin XU, QI Jianzhong, BOROVICA‐GAJIC Renata, and KULIK Lars Conference Proceeding Article

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Finding small-bowel lesions: Challenges in endoscopy-image-based learning systems, Jungmo AHN, Loc Nguyen HUYNH, Rajesh Krishna BALAN, Youngki LEE, and JeongGil KO Journal Article

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Hierarchical learning of cross-language mappings through distributed vector representations for code, Nghi D. Q. BUI and Lingxiao JIANG Conference Proceeding Article

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k-means: A revisit, Wan-Lei ZHAO, Cheng-Hao DENG, and Chong-wah NGO Journal Article

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Learning from mutants: Using code mutation to learn and monitor invariants of a cyber-physical system, Yuqi CHEN, Christopher M. POSKITT, and Jun SUN Conference Proceeding Article

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Neural correlates of states of user experience in gaming using EEG and predictive analytics, Chandana MALLAPRAGADA, Fiona Fui-Hoon NAH, Keng SIAU, Langtao CHEN, and Tejaswini YELAMANCHILI Conference Proceeding Article

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Recommending frequently encountered bugs, Yun ZHANG, David LO, Xin XIA, Jing JIANG, and Jianling SUN Conference Proceeding Article

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SOTorrent: Reconstructing and analyzing the evolution of stack overflow posts, Sebastian BALTES, Lorik DUMANI, Christoph TREUDE, and Stephan DIEHL Conference Proceeding Article

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Understanding the effects of taxi ride-sharing: A case study of Singapore, Yazhe WANG, Baihua ZHENG, and Ee peng LIM Journal Article

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Wisdom in sum of parts: Multi-platform activity prediction in social collaborative sites, Roy Ka-Wei LEE and David LO Conference Proceeding Article

A feasibility study on crowdsourcing to monitor municipal resources in smart cities, Thivya KANDAPPU, Archan MISRA, Desmond KOH, Randy Daratan TANDRIANSYAH, and Nikita JAIMAN Conference Proceeding Article

A design framework for awareness cues in distributed multiplayer games, Jason WUERTZ, Sultan A. ALHARTHI, William A. HAMILTON, Scott BATEMAN, Anthony TANG, Anthony TANG, and Jessica HAMMER Conference Proceeding Article

Censored observation recovery for causal inference using temporal sequence and iterative data simulation, Ai-Phuong HOANG and Robert John KAUFFMAN Conference Paper

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Performance characterization of deep learning models for breathing-based authentication on resource-constrained devices, Jagmohan CHAUHAN, Jathusan RAJASEGARAN, Surang SENEVIRATNE, Archan MISRA, Aruan SENEVIRATNE, and Youngki LEE Journal Article

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A data-driven analysis of workers' earnings on Amazon Mechanical Turk, Kotaro HARA, Abigail ADAMS, Kristy MILLAND, Saiph SAVAGE, Chris CALLISON-BURCH, and Jeffrey P. BIGHAM Conference Proceeding Article

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A feasibility study on crowdsourcing to monitor municipal resources in smart cities, Thivya KANDAPPU; Archan MISRA; Ming Hui, Desmond (XU Minghui) KOH; Randy Tandriansyah DARATAN; and Nikita JAIMAN Conference Proceeding Article

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A novel representation and compression for queries on trajectories in road networks, Xiaochun YANG, Bin WANG, Kai YANG, Chengfei LIU, and Baihua ZHENG Journal Article

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A sliding-window framework for representative subset selection, Yanhao WANG, Yuchen LI, and Kian-Lee TAN Conference Proceeding Article

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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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Regularly lossy functions and applications, Yu CHEN, Baodong QIN, and Haiyang XUE Conference Proceeding Article

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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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Building trust in artificial intelligence, machine learning, and robotics, Keng SIAU and W. WANG Journal 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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Education in the age of artificial intelligence: How will technology shape learning?, Keng SIAU 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