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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PACELA: A neural framework for user visitation in location-based social networks, Thanh Nam DOAN and Ee-peng LIM Conference Proceeding Article

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Privacy-preserving mining of association rule on outsourced cloud data from multiple parties, Lin LIU, Jinshu SU, Rongmao CHEN, Ximeng LIU, Xiaofeng WANG, Shuhui CHEN, and Ho-fung Fung LEUNG Conference Proceeding Article

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Probabilistic guided exploration for reinforcement learning in self-organizing neural networks, Peng WANG, Weigui Jair ZHOU, Di WANG, and Ah-hwee TAN Conference Proceeding Article

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Rumor detection on Twitter with tree-structured recursive neural networks, Jing MA, Wei GAO, and Kam-Fai WONG Conference Proceeding Article

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Searching for the X-Factor: Exploring corpus subjectivity for word embeddings, Maksim TKACHENKO, Chong Cher CHIA, and Hady W. LAUW Conference Proceeding Article

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Situation-aware authenticated video broadcasting over train-trackside WiFi networks, Yongdong WU, Dengpan YE, Zhuo WEI, Qian WANG, William TAN, and Robert H. DENG Journal Article

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SOA maturity influence on digital banking transformation, Alan MEGARGEL, Venky SHANKARARAMAN, and Terence P. C. FAN Journal Article

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Stackelberg security games: Looking beyond a decade of success, Arunesh SINHA, Fei FANG, Bo AN, Christopher KIEKINTVELD, and Milind TAMBE Conference Proceeding Article

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Striving to earn more: A survey of work strategies and tool use among crowd workers, Toni KAPLAN, Susumu SAITO, Kotaro HARA, and Jeffrey P. BIGHAM Conference Proceeding Article

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Summarizing source code with transferred API knowledge, Xing HU, Ge LI, Xin XIA, David LO, Shuai LU, and Zhi JIN Conference Proceeding Article

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Taxis strike back: A field trial of the driver guidance system, Shih-Fen CHENG, Shashi Shekhar JHA, and Rishikeshan RAJENDRAM Conference Proceeding Article

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Technology-enabled medication adherence for seniors living in the community: Experiences, lessons, and the road ahead, Hwee Xian TAN, Hwee-Pink TAN, and Huiguang LIANG Conference Proceeding Article

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The price of usability: Designing operationalizable strategies for security games, Sara Marie McCARTHY, Corine M. LAAN, Kai WANG, Phebe VAYANOS, Arunesh SINHA, and Milind TAMBE Conference Proceeding Article

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Towards 'verifying' a water treatment system, Jingyi WANG, Jun SUN, Yifan JIA, Shengchao QIN, and Zhiwu XU Conference Proceeding Article

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Unobtrusive detection of frailty in older adults, Nadee GOONAWARDENE, Hwee-Pink TAN, and Lee Buay TAN Conference Proceeding Article

Streaming music diffusion in a semi-closed social environment, Jing REN and Robert John KAUFFMAN Conference Proceeding Article

H-securebox: A hardened memory data protection framework on ARM devices, Zhangkai ZHANG, Zhoujun LI, Chunhe XIA, Jinhua CUI, and Jinxin MA Conference Paper

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An integrated approach for effective injection vulnerability analysis of web applications through security slicing and hybrid constraint solving, Julian THOME, Lwin Khin SHAR, Domenico BIANCULLI, and Lionel BRIAND Journal Article

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TKSE: Trustworthy keyword search over encrypted data with two-side verifiability via blockchain, Yinghui ZHANG, Robert H. DENG, Jiangang SHU, Kan YANG, and Dong ZHENG Journal Article

How modern news aggregators help development communities shape and share knowledge, Maurício ANICHE, Christoph TREUDE, Igor STEINMACHER, Igor Scaliante WIESE, Gustavo PINTO, Margaret-Anne STOREY, and Marco Aurélio GEROSA Conference Proceeding Article

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Static analysis of context leaks in android applications, Flavio TOFFALINI, Jun SUN, and Martín COHOA Conference Proceeding Article

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Towards optimal concolic testing, Xinyu WANG, Jun SUN, Zhenbang CHEN, Peixin ZHANG, Jingyi WANG, and Yun LIN Conference Proceeding Article

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Analysing multi-point multi-frequency machine vibrations using optical sampling, Dibyendu ROY, Avik GHOSE, Tapas CHAKRAVARTY, Sushovan MUKHERJEE, Arpan PAL, and Archan MISRA Conference Proceeding Article

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An economic analysis of disintermediation on crowdfunding platforms, Jianqing CHEN, Ling GE, and Zhiling GUO Conference Proceeding Article

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Annapurna: Building a real-world smartwatch-based automated food journal, Sougata SEN, Vigneshwaran SUBBARAJU, Archan MISRA, Rajesh Krishna BALAN, and Youngki LEE Conference Proceeding Article

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Applying spatial database techniques to other domains: A case study on top-k and computational geometric operators, Kyriakos MOURATIDIS Conference Proceeding Article

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A proposal for a decentralized liquidity savings mechanism with side payments, Adam FUGAL, Rodney GARRATT, Zhiling GUO, and Dave HUDSON Report

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Assessing the accuracy of four popular face recognition tools for inferring gender, age, and race, Soon-Gyu JUNG, Jisun AN, Haewoon KWAK, Joni SALMINEN, and Bernard J. JANSEN Conference Proceeding Article

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Automatically conceptualizing social media analytics data via personas, Jung S.G., Salminen J., An J., Kwak H., and Jansen B.J. Conference Proceeding Article

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Bounded rank optimization for effective and efficient emergency response, Pallavi Madhusudan MANOHAR, Pradeep VARAKANTHAM, and Hoong Chuin LAU Conference Proceeding Article

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Column generation approach for feeder vessel routing and synchronization at a congested transshipment port, Jian G. JIN, Qiang MENG, and Hai WANG Conference Proceeding Article

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Covariance pooling for facial expression recognition, D. ACHARYA, Zhiwu HUANG, D. PAUDEL, and Gool L. VAN Conference Proceeding Article

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CRRN: Multi-scale guided concurrent reflection removal network, Renjie WAN, Boxin SHI, Ling-Yu DUAN, Ah-hwee TAN, and Alex C. KOT Conference Proceeding Article

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Dimensionality's blessing: Clustering images by underlying distribution, Wen-yan LIN, Jian-Huang LAI, Siying LIU, and Yasuyuki MATSUSHITA Conference Proceeding Article

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Disentangled person image generation, Liqian MA, Qianru SUN, Stamatios GEORGOULIS, Luc VAN GOOL, Bernt SCHIELE, and Mario FRITZ Conference Proceeding Article

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D-pruner: Filter-based pruning method for deep convolutional neural network, Nguyen Loc HUYNH, Youngki LEE, and Rajesh Krishna BALAN Conference Proceeding Article

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D-pruner: Filter-based pruning method for deep convolutional neural network, Nguyen Loc HUYNH, Youngki LEE, and Rajesh Krishna BALAN Conference Proceeding Article

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Dynamic pricing in spatial crowdsourcing: A matching-based approach, Yongxin TONG, Libin WANG, Zimu ZHOU, Lei CHEN, Bowen DU, and Jieping YE Conference Proceeding Article

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Effectiveness of bite-sized lecture on student learning outcomes, Noi Sian KOH, Swapna GOTTIPATI, and Venky SHANKARARAMAN Conference Proceeding Article

Efficient image super-resolution integration, Ke XU, Xin WANG, Xin YANG, Shengfeng HE, Qiang ZHANG, Baocai YIN, Xiaopeng WEI, and Rynson W. H. LAU Journal Article

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Empath-D: VR-based empathetic app design for accessibility, Wonjung KIM, Kenny Tsu Wei CHOO, Youngki LEE, Archan MISRA, and Rajesh Krishna BALAN Conference Proceeding Article

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FIMCE: A fully isolated micro-computing environment for multicore systems, Siqi ZHAO and Xuhua DING Journal Article

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FIMCE: A fully isolated micro-computing environment for multicore systems, Siqi ZHAO and Xuhua DING Journal Article

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From 2,772 segments to five personas: Summarizing a diverse online audience by generating culturally adapted personas, Joni SALMINEN, Sercan SENGUN, Haewoon KWAK, Bernard J. JANSEN, Jisun AN, Soon-gyu JUNG, Sarah VIEWEG, and D. Fox HARRELL Journal Article

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How does developer interaction relate to software quality? an examination of product development data, Subhajit DATTA Journal Article

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Inference of development activities from interaction with uninstrumented applications, Lingfeng BAO, Zhenchang XING, Xin XIA, David LO, and Ahmed E. HASSAN Journal Article

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Instance-specific selection of AOS methods for solving combinatorial optimisation problems via neural networks, Teck Hou (DENG Dehao) TENG, Hoong Chuin LAU, and Aldy GUNAWAN Conference Proceeding Article

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LibraryGuru: API recommendation for Android developers, Weizhao YUAN, Hoang H. NGUYEN, Lingxiao JIANG, and Yuting CHEN Conference Proceeding Article

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MobiCeal: Towards secure and practical plausibly deniable encryption on mobile devices, Bing CHANG, Fengwei ZHANG, Bo CHEN, Yingjiu LI, Wen Tao ZHU, Yangguang TIAN, Zhan WANG, and Albert CHING Conference Proceeding Article

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Natural and effective obfuscation by head inpainting, Qianru SUN, Liqian MA, Seong Joon OH, Luc VAN GOOL, Bernt SCHIELE, and Mario FRITZ Conference Proceeding Article

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On-demand deep model compression for mobile devices: A usage-driven model selection framework, Sicong LIU, Yingyan LIN, Zimu ZHOU, Kaiming NAN, Hui LIU, and Junzhao DU Conference Proceeding Article

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On the Fintech revolution: Interpreting the forces of innovation, disruption and transformation in financial services, Peter GOMBER, Robert J. KAUFFMAN, Chris PARKER, and Bruce W. WEBER Journal Article

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Optimization of a cyclic express subway service, Hai WANG, Jiangang JIN, and Jingfeng YANG Conference Proceeding Article

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Position manipulation attacks to balise-based train automatic stop control, Yongdong WU, Zhuo WEI, Jian WENG, and Robert H. DENG Journal Article

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Poster: Understanding the role of reporting in work item tracking systems for software development: An industrial case study, Kochhar PAVNEET SINGH, Stanislaw SWIERC, Trevor CARNAHAN, Hitesh S. SAJNANI, and Meiyappan NAGAPPAN Conference Proceeding Article

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Region-aware reflection removal with unified content and gradient priors, Renjie WAN, Boxin SHI, Ling-Yu DUAN, Ah-hwee TAN, Wen GAO, and Alex C. KOT Journal Article

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Reserved optimization: Handling incident priorities in emergency response systems, Muralidhar Konda KONDA, Supriyo GHOSH, and Pradeep VARAKANTHAM Conference Proceeding Article

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SATD detector: A text-mining-based self-admitted technical debt detection tool, Zhongxin LIU, Qiao HUANG, Xin XIA, Emad SHIHAB, David LO, and Shanping LI Conference Proceeding Article

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Scale impacts elicited gestures for manipulating holograms: Implications for AR gesture design, Tran PHAM, Jo VERMEULEN, Anthony TANG, and Lindsay MACDONALD Conference Proceeding Article

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Security and privacy in smart health: Efficient policy-hiding attribute-based access control, Yinghui ZHANG, Dong ZHENG, and Robert H. DENG Journal Article

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Social stream classification with emerging new labels, Xin MU, Feida ZHU, Yue LIU, Ee-peng LIM, and Zhi-Hua ZHOU Conference Proceeding Article

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Survey of randomization defenses on cloud computing, Jianming FU, Yan LIN, Xiuwen LIU, and Xu ZHANG Journal Article

The effect of ultimate ownership on the disclosure of environmental information, Peng WANG, Fangjun WANG, and Nan HU Journal Article

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To detect stack buffer overflow with polymorphic canaries, Zhilong WANG, Xuhua DING, Chengbin PANG, Jian GUO, Jun ZHU, and Bing MAO Conference Proceeding Article

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Towards dynamically monitoring Android applications on non-rooted devices in the wild, Xiaoxiao TANG, Daoyuan WU, Yan LIN, and Debin GAO Conference Proceeding Article

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Towards easy comparison of local businesses using online reviews, Yong WANG, Hammad HALEEM, Conglei SHI, Yanhong WU, Xun ZHAO, Siwei FU, and Huamin QU Journal Article

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Towards model checking Android applications, Guangdong BAI, Quanqi YE, Yongzheng WU, Heila BOTHA, Jun SUN, Yang LIU, Jin Song DONG, and Willem VISSER Journal Article

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Verifiably encrypted cascade-instantiable blank signatures to secure progressive decision management, Yujue WANG, Hwee Hwa PANG, and Robert H. DENG Journal Article

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Where does Google find API documentation?, Christoph TREUDE and Maurício ANICHE Conference Proceeding Article

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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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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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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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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