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 2017

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Managing sensor systems for early detection of mild cognitive impairment in community elderly: Lessons learned and future work, Boon Thai NG, Hwee-Pink TAN, and Hwee Xian TAN Conference Paper

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Measuring fine-grained metro interchange time via smartphones, Weixi GU, Kai ZHANG, Zimu ZHOU, Ming JIN, Yuxun ZHOU, Xi LIU, Costas J. SPANOS, Zuo-Jun (Max) SHEN, Wei-Hua LIN, and Lin ZHANG Journal Article

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Mechanism design for strategic project scheduling, Pradeep VARAKANTHAM and Na FU Conference Proceeding Article

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Modeling trajectories with recurrent neural networks, Hao WU, Ziyang CHEN, Weiwei SUN, Baihua ZHENG, and Wei WANG Conference Proceeding Article

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Multiplex media attention and disregard network among 129 countries, Haewoon KWAK and Jisun AN Conference Proceeding Article

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Object detection meets knowledge graphs, Yuan FANG, Kingsley KUAN, Jie LIN, Cheston TAN, and Vijay CHANDRASEKHAR Conference Proceeding Article

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On efficiently finding reverse K-nearest neighbors over uncertain graphs, Yunjun GAO, Xiaoye MIAO, Gang CHEN, Baihua ZHENG, Deng CAI, and Huiyong CUI Journal Article

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Online multitask relative similarity learning, Shuji HAO, Peilin ZHAO, Yong LIU, Steven C. H. HOI, and Chunyan MIAO Conference Proceeding Article

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On return oriented programming threats in Android runtime, Akshaya Venkateswara RAJA, Jehyun LEE, and Debin GAO Conference Proceeding Article

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Optimal security reductions for unique signatures: Bypassing impossibilities with a counterexample, Fuchun FUO, Rongmao CHEN, Willy SUSILO, Jianchang LAI, Guomin YANG, and Yi MU Conference Proceeding Article

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Personas for Content Creators via Decomposed Aggregate Audience Statistics, Jisun AN, Haewoon KWAK, and Bernard J. JANSEN Conference Proceeding Article

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Pivot-based Metric Indexing, Lu CHEN, Yunjun GAO, Baihua ZHENG, Christian S. JENSEN, Hanyu YANG, and Keyu YANG Conference Proceeding Article

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Predicting potential Alzheimer medical condition in elderly using IOT sensors - Case study, Zhi Hao Kevin CHONG, Yu Xuan TEE, Ling Jing TOH, Shi Jia PHANG, Jie Ying LIEW, Bertran QUECK, and Swapna GOTTIPATI Conference Proceeding Article

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Proactive and reactive coordination of non-dedicated agent teams operating in uncertain environments, Pritee AGRAWAL and Pradeep VARAKANTHAM Conference Proceeding Article

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Projection-free distributed online learning in networks, Wenpeng ZHANG, Peilin ZHAO, Wenwu ZHU, Steven C. H. HOI, and Tong ZHANG Conference Proceeding Article

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Real-time influence maximization on dynamic social streams, Yanhao WANG, Qi FAN, Yuchen LI, and Kian-Lee TAN Conference Proceeding Article

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Recommendation vs sentiment analysis: A text-driven latent factor model for rating prediction with cold-start awareness, Kaisong SONG, Wei GAO, Shi Feng FENG, Daling WANG, Kam-Fai WONG, and Chengqi ZHANG Conference Proceeding Article

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Representativeness-aware aspect analysis for brand monitoring in social media, Lizi LIAO, Xiangnan HE, Zhaochun REN, Liqiang NIE, Huan XU, and Ta-Seng CHUA Conference Proceeding Article

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Secure encrypted data deduplication with ownership proof and user revocation, Wenxiu DING, Zheng YAN, and Robert H. DENG Conference Proceeding Article

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Seeing through the same lens: Introspecting guest address space at native speed, Siqi ZHAO, Xuhua DING, Wen XU, and Dawu GU Conference Proceeding Article

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Semantic visualization for short texts with word embeddings, Van Minh Tuan LE and Hady W. LAUW Conference Proceeding Article

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Sequence aware functional encryption and its application in searchable encryption, Tran Viet Xuan PHUONG, Guomin YANG, Willy SUSILO, Fuchun GUO, and Qiong HUANG Journal Article

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Smartphone sensing meets transport data: A collaborative framework for transportation service analytics, Yu LU, Archan MISRA, Wen SUN, and Huayu WU Journal Article

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Sparse online learning of image similarity, Xingyu GAO, Steven C. H. HOI, Yongdong ZHANG, Jianshe ZHOU, Ji WAN, Zhenyu CHEN, Jintao LI, and Jianke ZHU Journal Article

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Special section: Technological innovations for communication and collaboration in social spaces, Eric K. CLEMONS, Rajiv M. DEWAN, Robert J. KAUFFMAN, and Thomas A. WEBER Journal Article

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The simpler the better: A unified approach to predicting original taxi demands on large-scale online platforms, Yongxin TONG, Yuqiang CHEN, Zimu ZHOU, Lei CHEN, Jie WANG, Qiang YANG, Jieping YE, and Weifeng LV Conference Proceeding Article

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Time-aware conversion prediction, Wendi JI, Xiaoling WANG, and Feida ZHU Journal Article

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Toward accurate network delay measurement on android phones, Weichao LI, Daoyuan WU, Rocky K. C. CHANG, and Ricky K. P. MOK Journal Article

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Transaction cost optimization for online portfolio selection, Bin LI, Jialei WANG, Dingjiang HUANG, and Steven C. H. HOI Journal Article

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Well-tuned algorithms for the Team Orienteering Problem with Time Windows, Aldy GUNAWAN, Hoong Chuin LAU, Pieter VANSTEENWEGEN, and Kun LU Journal Article

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Will this localization tool be effective for this bug? Mitigating the impact of unreliability of information retrieval based bug localization tools, Tien-Duy B. LE, Ferdian THUNG, and David LO Journal Article

The emergence of visual crowdsensing: Challenges and opportunities, Bin GUO, Qi HAN, Huihui CHEN, Longfei SHANGGUAN, Zimu ZHOU, and Zhiwen YU Journal Article

JFIX: Semantics-based repair of Java programs via symbolic PathFinder, Xuan-Bach D. LE, Duc-Hiep CHU, David LO, Claire Le GOUES, and Willem VISSER Conference Proceeding Article

Keyword-driven image captioning via Context-dependent Bilateral LSTM, Xiaodan ZHANG, Shengfeng HE, Xinhang SONG, Pengxu WEI, Shuqiang JIANG, Qixiang YE, Jianbin JIAO, and Rynson W. H. LAU Conference Proceeding Article

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A decidable fragment in separation logic with inductive predicates and arithmetic, Quang Loc LE, Makoto TATSUTA, Jun SUN, and Wei-Ngan CHIN Conference Proceeding Article

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A domain based approach to social relation recognition, Qianru SUN, Bernt SCHIELE, and Mario FRITZ Conference Proceeding Article

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ADVISER+: Toward a usable web-based algorithm portfolio deviser, Hoong Chuin LAU, Mustafa MISIR, Xiang LI LI, and Lingxiao JIANG Conference Proceeding Article

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A secure, usable, and transparent middleware for permission managers on Android, Daibin WANG, Haixia YAO, Yingjiu LI, Hai JIN, Deqing ZOU, and Robert H. DENG Journal Article

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Attribute-based encryption with expressive and authorized keyword search, Hui CUI, Robert H. DENG, Joseph K. LIU, and Yingjiu LI Conference Proceeding Article

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Auditing anti-malware tools by evolving Android malware and dynamic loading technique, Yinxing XUE, Guozhu MENG, Yang LIU, Tian Huat TAN, Hongxu CHEN, Jun SUN, and Jie ZHANG Journal Article

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A unified framework for vehicle rerouting and traffic light control to reduce traffic congestion, Zhiguang CAO, Siwei JIANG, Jie ZHANG, and Hongliang GUO Journal Article

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Automatically locating malicious packages in piggybacked Android apps, Li LI, Daoyuan LI, Tegawende BISSYANDE, Jacques KLEIN, Haipeng CAI, David LO, and Yves LE TRAON Conference Proceeding Article

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Cloud-based query evaluation for energy-efficient mobile sensing, Tianli MO, Lipyeow LIM, Sougata SEN, Archan MISRA, Rajesh Krishna BALAN, and Youngki LEE Journal Article

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Cyber foraging: Fifteen years later, Rajesh Krishna BALAN and Jason FLINN Journal Article

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Deep learning on lie groups for skeleton-based action recognition, Zhiwu HUANG, C. WAN, T. PROBST, and Gool L. VAN Conference Proceeding Article

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Demographics of news sharing in the U.S. twittersphere, Julio C.S. REIS, Haewoon KWAK, Jisun AN, Johnnatan MESSIAS, and BENEVENUTO Fabrıcio. Conference Proceeding Article

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DeshadowNet: A multi-context embedding deep network for shadow removal, Liangqiong QU, Jiandong TIAN, Shengfeng HE, Yandong TANG, and Rynson W. H. LAU Conference Proceeding Article

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Discovering newsworthy themes from sequenced data: A step towards computational journalism, Qi FAN, Yuchen LI, Dongxiang ZHANG, and Kian-Lee Tan TAN Journal Article

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Does director interlock impact the diffusion of accounting method choice?, Jie HAN, Nan HU, Ling LIU, and Gaoliang TIAN Journal Article

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EHealthPortal: A social support hub for the active living of the elderly, Di WANG and Ah-hwee TAN Conference Proceeding Article

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Elderly friendliness evaluation of mobile assistants, Di WANG, Xinjia YU, Simon FAUVEL, Ah-hwee TAN, and Chunyan MIAO Conference Proceeding Article

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Fast adaptation of activity sensing policies in mobile devices, Mohammad Abu ALSHEIKH, Dusit NIYATO, Shaowei LIN, Hwee-Pink TAN, and Dong In KIM Journal Article

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Fast adaptation of activity sensing policies in mobile devices, Mohammad Abu ALSHEIKH, Dusit NIYATO, Shaowei LIN, Hwee-Pink TAN, and Dong In KIM Journal Article

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GMS: Grid-based motion statistics for fast, ultra-robust feature correspondence, Jiawang BIAN, Wen-yan LIN, Matsushita YASUYUKI, Sai-Kit YEUNG, Tan-Dat NGUYEN, and Ming-Ming CHENG Conference Proceeding Article

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Hierarchical functional encryption for linear transformations, Shiwei ZHANG, Yi MU, Guomin YANG, and Xiaofen WANG Conference Proceeding Article

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How artificial intelligence is impacting manufacturing industry, Deepak SRINIVASAN, Maitreyi Ramesh SWAROOP, Balaji RAJARAM, and Sri Krishan IYER Journal Article

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How to enable future faster payments? An evaluation of a hybrid payments settlement mechanism, Zhiling GUO and Yuanzhi HUANG Conference Proceeding Article

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Incentivizing the use of bike trailers for dynamic repositioning in bike sharing systems, Supriyo GHOSH and Pradeep VARAKANTHAM Conference Proceeding Article

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iUpdater: Low cost RSS fingerprints updating for device-free localization, Liqiong CHANG, Jie XIONG, Yu WANG, Xiaojiang CHEN, Junhao HU, and Dingyi FANG Conference Proceeding Article

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JFIX: Semantics-based repair of Java programs via symbolic PathFinder, Xuan Bach D. LE, Duc-Hiep CHU, David LO, GOUES LE, and Willem VISSER Conference Proceeding Article

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Mergeable and revocable identity-based encryption, Shengmin XU, Guomin YANG, Yi MU, and Willy SUSILO Conference Proceeding Article

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Mining capstone project wikis for knowledge discovery, Swapna GOTTIPATI, Venky SHANKARARAMAN, and Melvrivk GOH Conference Proceeding Article

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MopEye: Opportunistic monitoring of per-app mobile network performance, Daoyuan WU, Rocky K. C. CHANG, Weichao LI, Eric K. T. CHENG, and Debin GAO Conference Proceeding Article

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Multi-authority ABS supporting dendritic access structure, Ruo MO, Jian-feng MA, Ximeng LIU, and Qi LI Journal Article

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Perception and reality: Measuring digital skills in Singapore, Swapna GOTTIPATI Report

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Poster: Unobtrusive user verification using piezoelectric energy harvesting, Dong MA, Guohao LAN, Weitao XU, Mahbub HASSAN, and Wen HU Conference Proceeding Article

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Privacy-preserving k-time authenticated secret handshakes, Yangguang TIAN, Shiwei ZHANG, Guomin YANG, Yi MU, and Yong YU Conference Proceeding Article

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Sparsity based reflection removal using external patch search, Renjie WAN, Boxin SHI, Ah-hwee TAN, and Alex C. KOT Conference Proceeding Article

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The making of a successful analytics master degree program: Experiences and lessons drawn for a young and small Asian university, Michelle L. F. CHEONG Journal Article

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The role of different tie strength in disseminating different topics on a microblog, Felicia NATALI, Kathleen M. CARLEY, Feida ZHU, and Binxuan HUANG Conference Proceeding Article

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TLEL: A two-layer ensemble learning approach for just-in-time defect prediction, Xinli YANG, David LO, Xin XIA, and Jianling SUN Journal Article

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Truly multi-modal YouTube-8M video classification with video, audio, and text, Zhe WANG, Kingsley KUAN, Mathieu RAVANT, Gaurav MANEK, Sibo SONG, Yuan FANG, and et al Conference Proceeding Article

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An effective change recommendation approach for supplementary bug fixes, Xin XIA and David LO Journal Article

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An exploratory study of functionality and learning resources of web APIs on Programmableweb, Yuan TIAN, Pavneet Singh KOCHHAR, and David LO Conference Proceeding Article

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Augmenting decisions of taxi drivers through reinforcement learning for improving revenues, Tanvi VERMA, Pradeep VARAKANTHAM, Sarit KRAUS, and Hoong Chuin LAU Conference Proceeding Article

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Battery-aware mobile data service, Liang HE, Guozhu MENG, Yu GU, Cong LIU, Jun SUN, Ting ZHU, Yang LIU, and Kang G. SHIN Journal Article

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BreathPrint: Breathing acoustics-based user authentication, Jagmohan CHAUHAN, Yining HU, Suranga SEREVIRATNE, Archan MISRA, Aruna SEREVIRATNE, and Youngki LEE Conference Proceeding Article

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Bug characteristics in blockchain systems: A large-scale empirical study, Zhiyuan WAN, David LO, Xin XIA, and Liang CAI Conference Proceeding Article

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Cataloging GitHub repositories, Abhishek SHARMA, Ferdian THUNG, Pavneet Singh KOCHHAR, Agus SULISTYA, and David LO Conference Proceeding Article

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CCA Secure encryption supporting authorized equality test on ciphertexts in standard model and its applications, Yujue WANG, Hwee Hwa PANG, Ngoc Hieu TRAN, and Robert H. DENG Journal Article

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Charitable fundraising: Gaining donors' trust on online platforms, Deserinas SULAEMAN Conference Proceeding Article

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Collaboration in 360° videochat: Challenges and opportunities, Anthony TANG, Omid FAKOURFAR, Carman NEUSTAEDTER, and Scott BATEMAN Conference Proceeding Article

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COMPRESS: A comprehensive framework of trajectory compression in road networks, Yunheng HAN, Weiwei SUN, and Baihua ZHENG Journal Article

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Culturally-grounded analysis of everyday creativity in social media: A case study in qatari context, D. Fox HARRELL, Sarah VIEWEG, Haewoon KWAK, Chong-U LIM, Sercan SENGUN, Ali JAHANIAN, and Pablo. ORTIZ Conference Proceeding Article

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Cybercrime deterrence and international legislation: Evidence from distributed denial of service attacks, Kai-Lung HUI, Seung Hyun KIM, and Qiu-Hong WANG Journal Article

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DeepMon: Mobile GPU-based deep learning framework for continuous vision applications, Nguyen Loc HUYNH, Youngki LEE, and Rajesh Krishna BALAN Conference Proceeding Article

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DEMO: DeepMon - Building mobile GPU Deep learning models for continuous vision applications, Loc Nguyen HUYNH, Rajesh Krishna BALAN, and Youngki LEE Conference Proceeding Article

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Employing smartwatch for enhanced password authentication, Bing CHANG, Ximing LIU, Yingjiu LI, Pingjian WANG, Wen-Tao ZHU, and Zhan WANG Conference Proceeding Article

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Enabling gesture-based interactions with objects, Longfei SHANGGUAN, Zimu ZHOU, and Kyle JAMIESON Conference Proceeding Article

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Exception handling bug hazards in Android: Results from a mining study and an exploratory survey, Roberta COELHO, Lucas ALMEIDA, Georgios GOUSIOS, Arie VAN DEURSEN, and Christoph TREUDE Journal Article

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Experiences in building a real-world eating recogniser, Sougata SEN, Vigneshwaran SUBBARAJU, Archan MISRA, Rajesh Krishna BALAN, and Youngki LEE Conference Proceeding Article

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Exploiting android system services through bypassing service helpers, Yachong GU, Yao CHENG, Lingyun YING, Yemian LU, Qi LI, and Purui SU Conference Proceeding Article

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Flexible wildcard searchable encryption system, Yang YANG, Ximeng LIU, Robert H. DENG, and Jian WENG Journal Article

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Improving student learning in an introductory programming course using flipped classroom and competency framework, Joelle ELMALEH and Venky SHANKARARAMAN Conference Proceeding Article

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Is the whole greater than the sum of its parts?, Liangyue LI, Hanghang TONG, Yong WANG, Conglei SHI, Nan CAO, and Norbou BUCHLER Conference Proceeding Article

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Local Gaussian processes for efficient fine-grained traffic speed prediction, Truc Viet LE, Richard OENTARYO, Siyuan LIU, and Hoong Chuin LAU Journal Article

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Measuring the declared SDK versions and their consistency with API calls in android apps, Daoyuan WU, Ximing LIU, Jiayun XU, David LO, and Debin GAO Conference Proceeding Article

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Multi label text classification for un-trained data through supervised learning, Mayank BUDHIRAJA Conference Proceeding Article

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Online advertising, retail platform openness, and long tail sellers, Jianqing CHEN and Zhiling GUO Conference Proceeding Article

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Online repositioning in bike sharing systems, Meghna LOWALEKAR, Pradeep VARAKANTHAM, Supriyo GHOSH, Sanjay Dominic JENA, and Patrick JAILLET Conference Proceeding Article