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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

Concessive online/offline attribute based encryption with cryptographic reverse firewalls: Secure and efficient fine-grained access control on corrupted machines, Hui MA, Rui ZHANG, Guomin YANG, Zishuai SONG, Shuzhou SUN, and Yuting XIAO Conference Proceeding Article

Diversity in online advertising: A case study of 69 brands on social media, Jisun AN and Ingmar WEBER Conference Proceeding Article

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

Efficient and privacy-preserving online face recognition over encrypted outsourced data, Xiaopeng YANG, Hui ZHU, Rongxing LU, Ximeng LIU, and Hui LI Conference Proceeding Article

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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