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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

Knowledge-aware multimodal dialogue systems, Lizi LIAO, Yunshan MA, Xiangnan HE, Richang HONG, and Tat-Seng CHUA Conference Proceeding Article

Knowledge-aware multimodal dialogue systems, Lizi LIAO, Yunshan MA, Xiangnan HE, Richang HUANG, and Tat-Seng CHUA Conference Proceeding Article

Knowledge-aware multimodal fashion chatbot, Lizi LIAO, You ZHOU, Yunshan MA, Richang HONG, and Tat-Seng CHUA Conference Proceeding Article

Measuring program comprehension: A large-scale field study with professionals, Xin XIA, Lingfeng BAO, David LO, Zhengchang XING, Ahmed E. HASSAN, and Shanping LI Journal Article

Mini-case study pedagogy: Experience from a technical course in an information systems program, Venky SHANKARARAMAN, Swapna GOTTIPATI, and Alan MEGARGEL Conference Proceeding Article

Mixed-reality for object-focused remote collaboration, Martin FEICK, Anthony TANG, and Scott BATEMAN Conference Poster

Multiperspective graph-theoretic similarity measure, Dung D. LE and Hady W. LAUW Conference Proceeding Article

Optimal in-place suffix sorting, Zhize LI, Jian LI, and Hongwei HUO Conference Proceeding Article

Overfitting in semantics-based automated program repair, Dinh Xuan Bach LE, Ferdian THUNG, David LO, and Claire LE GOUES Journal Article

Predicting visual context for unsupervised event segmentation in continuous photo-streams, Ana García DEL MOLINO, Joo-Hwee LIM, and Ah-hwee TAN Conference Proceeding Article

Prediction of relatedness in stack overflow: Deep learning vs. SVM: A reproducibility study, Bowen XU, Amirreza SHIRANI, David LO, and Mohammad Amin ALIPOUR Conference Proceeding Article

Revisiting supervised and unsupervised models for effort-aware just-in-time defect prediction, Qiao HUANG, Xin XIA, and David LO Journal Article

Scaling-up stackelberg security games applications using approximations, Arunesh SINHA, Aaron SCHLENKER, Donnabell DMELLO, and Milind TAMBE Conference Proceeding Article

SIMkNN: A scalable method for in-memory kNN search over moving objects in road networks, Bin CAO, Chenyu HOU, Suifei LI, Jing FAN, Jianwei YIN, Baihua ZHENG, and Jie BAO Journal Article

SUFAT: An analytics tool for gaining insights from student feedback comments, Siddhant PYASI, Swapna GOTTIPATI, and Venky SHANKARARAMAN Conference Proceeding Article

Teaching adult learners on software architecture design skills, Eng Lieh OUH and Yunghans IRAWAN Conference Proceeding Article

Traffic-Cascade: Mining and visualizing lifecycles of traffic congestion events using public bus trajectories, Agus Trisnajaya KWEE, Meng-Fen CHIANG, Philips Kokoh PRASETYO, and Ee-peng LIM Conference Proceeding Article

Unearthing the X-Streams: Visualizing Water Contamination, Akangsha BANDALKUL, Angad SRIVASTAVA, Kishan Bharadwaj SHRIDHAR, Jason Guan Jie ONG, and Yanrong ZHANG Conference Proceeding Article

Using gamification in outreach camps: Experience from an information systems program, Swapna GOTTIPATI and Venky SHANKARARAMAN Conference Proceeding Article

VisForum: A visual analysis system for exploring user groups in online forums, Siwei FU, Yong WANG, Yi YANG, Qingqing BI, Fangzhou GUO, and Huamin QU Journal Article

An adaptive Markov strategy for defending smart grid false data injection from malicious attackers, Jianye HAO, Eunsuk KANG, Jun SUN, Zan WANG, Zhaopeng MENG, Xiaohong LI, and Zhong MING Journal Article

Break the dead end of dynamic slicing: localizing data and control omission bug, Yun LIN, Jun SUN, Lyly TRAN, Guangdong BAI, Haijun WANG, and Jin Song DONG Conference Paper

Decentralized planning for non-dedicated agent teams with submodular rewards in uncertain environments, Pritee AGRAWAL, Pradeep VARAKANTHAM, and William YEOH Conference Proceeding Article

PFix: Fixing concurrency bugs based on memory access patterns, Huarui LIN, Zan WANG, Shuang LIU, Jun SUN, Dongdi ZHANG, and Guangning WEI 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

A hybrid model for identity obfuscation by face replacement, Qianru SUN, Ayush TEWARI, Weipeng XU, Mario FRITZ, Christian THEOBALT, and Bernt SCHIELE Conference Proceeding Article

API method recommendation without worrying about the task-API knowledge gap, Qiao HUANG, Xin XIA, Zhenchang XING, David LO, and Xinyu WANG Conference Proceeding Article

Are you on the right track? Learning career tracks for job movement analysis, Meng-Fen CHIANG, Ee-peng LIM, Wang-Chien LEE, Yuan TIAN, and Chih-Chieh HUNG Conference Proceeding Article

Assessing carbon pollution standards: Electric power generation pathways and their water impacts, Kustini LIM-WAVDE, Haibo ZHAI, Robert John KAUFFMAN, and Edward S. RUBIN Journal Article

A strategic value appropriation path for cloud computing, Abhishek KATHURIA, Arti MANN, Jiban KHUNTIA, and Robert J. KAUFFMAN Journal Article

A two-stage mechanism for ordinal peer assessment, Zhize LI, Le ZHANG, Zhixuan FANG, and Jian LI Conference Proceeding Article

A vector field design approach to animated transitions, Yong WANG, Daniel ARCHAMBAULT, Carlos E. SCHEIDEGGER, and Huamin QU Journal Article

BiLock: User authentication via dental occlusion biometrics, Yongpan ZOU, Meng ZHAO, Zimu ZHOU, Jiawei LIN, Mo LI, and Kaishun WU Journal Article

Blockchain based efficient and robust fair payment for outsourcing services in cloud computing, Yinghui ZHANG, Robert H. DENG, Ximeng LIU, and Dong ZHENG Journal Article

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 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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