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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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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Deep adversarial subspace clustering, Pan ZHOU, Yunqing HOU, and Jiashi FENG 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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The wider impact of a national cryptocurrency, Dennis NG and Paul GRIFFIN 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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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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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