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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DSH: Deniable secret handshake framework, Yangguang TIAN, Yingjiu LI, Yinghui ZHANG, Nan LI, Guomin YANG, and Yong YU Conference Proceeding Article

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Efficient traceable oblivious transfer and its applications, Weiwei LIU, Yinghui ZHANG, Yi MU, Guomin YANG, and Yangguang TIAN Conference Proceeding Article

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FocusVR: Effective and usable VR display power management, Kiat Wee Tan, Eduardo CUERVO, and Rajesh Krishna BALAN Journal Article

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Implicit linking of food entities in social media, Wen Haw CHONG and Ee Peng LIM Conference Proceeding Article

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JobComposer: Career path optimization via multicriteria utility learning, Richard J. OENTARYO, Xavier Jayaraj Siddarth ASHOK, Ee-peng LIM, and Philips Kokoh PRASETYO Conference Proceeding Article

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Neural-machine-translation-based commit message generation: how far are we?, Zhongxin LIU, Xin XIA, Ahmed E. HASSAN, David LO, Zhenchang XING, and Xinyu WANG Conference Proceeding Article

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Question-guided hybrid convolution for visual question answering, Peng GAO, Pan LU, Hongsheng LI, Shuang LI, Yikang LI, Steven C. H. HOI, and Xiaogang WANG Conference Proceeding Article

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Resonance attacks on load frequency control of smart grids, Yongdong WU, Zhuo WEI, Jian WENG, Xin LI, and Robert H. DENG Journal Article

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Rule-based specification mining leveraging learning to rank, Zherui CAO, Yuan TIAN, Bui Tien Duy LE, and David LO Journal Article

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Secondary frequency stochastic optimal control in independent microgrids with virtual synchronous generator-controlled energy storage systems, Ting YANG, Yajian ZHANG, Zhaoxia WANG, and Haibo PEN Journal Article

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Self-supervised feature learning for semantic segmentation of overhead imagery, Suriya SINGH, Anil BATRA, Guansong PANG, Lorenzo TORRESANI, Saikat BASU, Manohar PALURI, and C. V. JAWAHAR Conference Proceeding Article

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Talent flow analytics in online professional network, Richard J. OENTARYO, Ee-peng LIM, Xavier Jayaraj Siddarth ASHOK, and Philips Kokoh PRASETYO Journal Article

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Teaching basic programming to pre-university students through blended learning pedagogy: A descriptive study, Vandana RAMACHANDRA RAO and Ngee Mok HENG Conference Proceeding Article

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Transferring time-series discrete choice to link-based route choice in space: Estimating vehicle type preference using recursive logit model, Fabian BASTIN, Yan LIU, Cinzia CIRILLO, and Tien MAI Journal Article

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Wasserstein divergence for GANs, J. WU, Zhiwu HUANG, J. THOMA, D. ACHARYA, and Gool L. VAN Conference Proceeding Article

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Welcome message from the DysDoc3 2018 chairs, Martin P. ROBILLARD, Andrian MARCUS, Christoph TREUDE, and Michele LANZA Conference Proceeding Article

PUSC: Privacy-preserving user-centric skyline computation over multiple encrypted domains, Ximeng LIU, Kim-Kwang Raymond CHOO, Robert H. DENG, and Yang YANG Conference Proceeding Article

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A formal specification and verification framework for timed security protocols, Li LI, Jun SUN, Yang LIU, Meng SUN, and Jin Song DONG Journal Article

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An empirical study of security issues posted in open source projects, Mansooreh ZAHEDI, M. Ali BABAR, and Christoph TREUDE Conference Proceeding Article

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Anonymous privacy-preserving task matching in crowdsourcing, Jiangang SHU, Ximeng LIU, Xiaohua JIA, Kan YANG, and Robert H. DENG Journal Article

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Code smells for Model-View-Controller architectures, Maurício ANICHE, Gabriele BAVOTA, Christoph TREUDE, Marco Aurélio GEROSA, and Arie VAN DEURSEN Journal Article

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Customer level predictive modeling for accounts receivable to reduce intervention actions, Michelle L. F. Cheong and Wen SHI Conference Proceeding Article

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Customer segmentation using online platforms: Isolating behavioral and demographic segments for persona creation via aggregated user data, Jisun AN, Haewoon KWAK, Soon‑gyo JUNG, Joni SALMINEN, and Bernard J. JANSEN Journal Article

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Deep learning for practical image recognition: Case study on kaggle competitions, Xulei YANG, Zeng ZENG, Sin G. TEO, Li WANG, Vijay CHANDRASEKAR, and Steven C. H. HOI Conference Proceeding Article

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Demand-aware charger planning for electric vehicle sharing, Bowen DU, Yongxin TONG, Zimu ZHOU, Qian TAO, and Wenjun ZHOU Conference Proceeding Article

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Embedding WordNet knowledge for textual entailment, Yunshi LAN and Jing JIANG Conference Proceeding Article

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ESG and corporate financial performance: Empirical evidence from China's listed power generation companies, Changhong ZHAO, Yu GUO, Jiahai YUAN, Mengya WU, Daiyu LI, Yiou ZHOU, and Jiangang KANG Journal Article

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Ethical and moral issues with AI, Weiyu WANG and Keng SIAU Conference Proceeding Article

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Exact processing of uncertain top-k queries in multi-criteria settings, Kyriakos MOURATIDIS and Bo TANG Conference Proceeding Article

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Fusing multi-abstraction vector space models for concern localization, Yun ZHANG, David LO, Xin XIA, Giuseppe SCANNIELLO, Tien-Duy B. LE, and Jianling SUN Journal Article

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Iterated local search algorithm for the capacitated team orienteering problem, Aldy GUNAWAN, Kien Ming NG, Vincent F. YU, Gordy ADIPRASETYO, and Hoong Chuin LAU Conference Proceeding Article

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Knowledge as a bridge: Improving cross-domain answer selection with external knowledge, Yang DENG, Ying SHEN, Min YANG, Yaliang LI, Nan DU, Wei FAN, and Kai LEI Conference Proceeding Article

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Learning representations of ultrahigh-dimensional data for random distance-based outlier detection, Guansong PANG, Longbing CAO, Ling CHEN, Defu LIAN, and Huan LIU Conference Proceeding Article

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Lightweight break-glass access control system for healthcare Internet-of-Things, Yang YANG, Ximeng LIU, and Robert H. DENG Journal Article

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Neural collective entity linking, Yixin CAO, Lei HOU, Juanzi LI, and Zhiyuan LIU Conference Proceeding Article

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Offline versus online: A meaningful categorization of ties for retweets, Felicia NATALI and Feida ZHU Conference Proceeding Article

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Online spatio-temporal matching in stochastic and dynamic domains, Meghna LOWALEKAR, Pradeep VARAKANTHAM, and Patrick JAILLET Journal Article

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Privacy-preserving biometric-based remote user authentication with leakage resilience, Yangguang TIAN, Yingjiu LI, Rongmao CHEN, Ximeng LIU, Bing CHANG, and Xingjie YU Conference Proceeding Article

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Probabilistic collaborative representation learning for personalized item recommendation, Aghiles SALAH and Hady W. LAUW Conference Proceeding Article

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Regular lossy functions and their applications in leakage-resilient cryptography, Yu CHEN, Baodong QIN, and Haiyang XUE Journal Article

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Server-aided attribute-based signature with revocation for resource-constrained Industrial-Internet-of-Things devices, Hui CUI, Robert H. DENG, Joseph K. LIU, Xun YI, and Yingjiu LI Journal Article

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Trajectory-driven influential billboard placement, Ping ZHANG, Zhifeng BAO, Yuchen LI, Guoliang LI, Yipeng ZHANG, and Zhiyong PENG Conference Proceeding 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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Trusting artificial intelligence in healthcare, W. WANG and Keng SIAU Conference Proceeding Article

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Unusual events in GitHub repositories, Christoph TREUDE, Larissa LEITE, and Maurício ANICHE Journal Article

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Use of artificial intelligence, machine learning, and autonomous technologies in the mining industry, Z. HYDER, Keng SIAU, and Fiona Fui-hoon NAH Conference Proceeding Article

Characterizing common and domain-specific package bugs: A case study on Ubuntu, Xiaoxue REN, Qiao HUANG, Xin XIA, Zhenchang XING, Lingfeng BAO, and David LO Conference Proceeding Article

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A Bayesian latent variable model of user preferences with item context, Aghiles SALAH and Hady W. LAUW Conference Proceeding Article

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A co-matching model for multi-choice reading comprehension, Shuohang WANG, Mo YU, Shiyu CHANG, and Jing JIANG Conference Proceeding Article

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ADOPT: Combining parameter tuning and adaptive operator ordering for solving a class of orienteering problems, Aldy GUNAWAN, Hoong Chuin LAU, and Kun LU Journal Article

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A driver guidance system for taxis in Singapore, Shashi Shekhar JHA, Shih-Fen CHENG, Meghna LOWALEKAR, Nicholas WONG, Rishikeshan RAJENDRAM, Pradeep VARAKANTHAM, Nghia Troung TROUNG, and Firmansyah BIN ABD RAHMAN Conference Proceeding Article

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Analysis of public transportation patterns in a densely populated city with station-based shared bikes, Di WANG, Evan WU, and Ah-hwee TAN Conference Proceeding Article

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A survey on sensor calibration in air pollution monitoring deployments, Balz MAAH, Zimu ZHOU, and Lothar THIELE Journal Article

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A unified approach to route planning for shared mobility, Yongxin TONG, Yuxiang ZENG, Zimu ZHOU, Lei CHEN, Jieping YE, and Ke XU Journal Article

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Autonomous agents in snake game via deep reinforcement learning, Zhepei WEI, Di WANG, Ming ZHANG, Ah-hwee TAN, Chunyan MIAO, and You ZHOU Conference Proceeding Article

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Compositional reasoning for shared-variable concurrent programs, Fuyuan ZHANG, Yongwang ZHAO, David SANAN, Yang LIU, Alwen TIU, Shang-Wei LIN, and Jun SUN Conference Proceeding Article

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Deep specification mining, Tien-Duy B. LE and David LO Conference Proceeding Article

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DEEPTRAVEL: A neural network based travel time estimation model with auxiliary supervision, Hanyuan ZHANG, Hao WU, Weiwei SUN, and Baihua ZHENG Conference Proceeding Article

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Detecting personal intake of medicine from Twitter, Debanjan MAHATA, Jasper FRIEDRICHS, Rajiv Ratn SHAH, and Jing JIANG Journal Article

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Disease gene classification with metagraph representations, Sezin KIRCALI ATA, Yuan FANG, Min WU, Xiao-Li LI, and Xiaokui XIAO Book Chapter

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Distributed k-nearest neighbor queries in metric spaces, Xin DING, Yuanliang ZHANG, Lu CHEN, Yunjun GAO, and Baihua ZHENG Conference Proceeding Article

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Efficient representative subset selection over sliding windows, Yanhao WANG, Yuchen LI, and Kian-Lee TAN Journal Article

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Experiences & challenges with server-side WiFi indoor localization using existing infrastructure, Dheryta JAISINGHANI, Rajesh Krishna BALAN, Vinayak NAIK, Archan MISRA, and Youngki LEE Conference Proceeding Article

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Face detection using deep learning: An improved faster RCNN approach, Xudong SUN, Pengcheng WU, and Steven C. H. HOI Journal Article

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Identifying elderlies at risk of becoming more depressed with Internet-of-Things, Jiajue OU, Huiguang LIANG, and Hwee Xian TAN Conference Proceeding Article

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Knowledge-aware attentive neural network for ranking question answer pairs, Ying SHEN, Yang DENG, Min YANG, Yaliang LI, Nan DU, Wei FAN, and Kai LEI Conference Proceeding Article

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Lattice-based dual receiver encryption and more, Daode ZHANG, Kai ZHANG, Bao LI, Xianhui LU, Haiyang XUE, and Jie LI Conference Proceeding Article

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Modeling contemporaneous basket sequences with twin networks for next-item recommendation, Duc Trong LE, Hady W. LAUW, and Yuan FANG Conference Proceeding Article

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Moved by conflict: Exploring the relationship between experienced conflict and individual mobility patterns, Nur Camellia Binte ZAKARIA, Kenneth T. GOH, Youngki LEE, and Rajesh Krishna BALAN Conference Paper

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Online active learning with expert advice, Shuji HAO, Peiying HU, Peilin ZHAO, Steven C. H. HOI, and Chunyan MIAO Journal Article

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Online deep learning: Learning deep neural networks on the fly, Doyen SAHOO, Hong Quang PHAM, Jing LU, and Steven C. H. HOI Conference Proceeding Article

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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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Understanding generalization and optimization performance of deep CNNs, Pan ZHOU and Jiashi FENG 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