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Research Collection School of Computing and Information Systems

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.

Submissions from 2018 2018

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

Neural correlates of flow experience, Fiona Fui-hoon NAH, Tejaswini YELAMANCHILI, Langtao CHEN, Keng SIAU, and Chandana MALLAPRAGADA Conference Proceeding Article

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

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

Organizational change in the artificial intelligence age – The case of marketing and sales, Yin YANG and Keng SIAU Conference Proceeding Article

Practical attribute-based multi-keyword search scheme in mobile crowdsourcing, Yinbin MIAO, Jianfeng MA, Ximeng LIU, Xinghua LI, Zhiquan LIU, and Hui LI Journal Article

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

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

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

Secure and efficient outsourcing of large-scale overdetermined systems of linear equations, Shiran PAN, Wen-Tao ZHU, Qiongxiao WANG, and Bing CHANG Conference Proceeding Article

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

Towards an integrated framework for air quality monitoring and exposure estimation - A review, Savina SINGLA, Divya BANSAL, Archan MISRA, and Gaurav RAHEJA Journal Article

Trajectory-driven influential billboard placement, Ping ZHANG, Zhifeng BAO, Yuchen LI, Guoliang LI, Yipeng ZHANG, and Zhiyong PENG Conference Proceeding Article

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

Trusting artificial intelligence in healthcare, W. WANG and Keng SIAU Conference Proceeding Article

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

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

HCI in Business, Government, and Organizations: 5th International Conference, HCIBGO 2018, Las Vegas, NV, July 15-20: Proceedings, Fiona Fui-hoon NAH and Bo Sophia XIAO Edited Conference Proceeding

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

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

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

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

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

An assessment of users’ cyber security risk tolerance in reward-based exchange, Xinhui ZHAN, Fiona Fui-hoon NAH, and Maggie X. CHENG Conference Proceeding Article

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

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

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

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

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

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

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

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

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

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

Effect of gamification on intrinsic motivation, Edna CHAN, Fiona Fui-hoon NAH, Qizhang LIU, and Zhiwei LU Conference Proceeding Article

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

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

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

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

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

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

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

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

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

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

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

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

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

Robust commuter movement inference from connected mobile devices, Achintya KUNDU, Pengqian YU, Laura WYNTER, and Shiau Hong LIM Conference Proceeding Article

Role of social media in public accounting firms, Brenda ESCHENBRENNER, Fiona Fui-hoon NAH, and Zhiwei LU Conference Proceeding Article

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Deep adversarial subspace clustering, Pan ZHOU, Yunqing HOU, and Jiashi FENG Conference Proceeding Article

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

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

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

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

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

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

Effect of temporality, physical activity, and cognitive load on spatiotemporal vibrotactile pattern recognition, Qin CHEN, Simon T. PERRAULT, Quentin Xavier Louis ROY, and Lonce WYSE 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

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

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

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

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

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

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

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

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

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