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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 2019 2019

TopicSummary: A tool for analyzing class discussion forums using topic based summarizations, Swapna GOTTIPATI, Venky SHANKARARAMAN, and Renjini RAMESH Conference Proceeding Article

Towards generating transformation rules without examples for Android API replacement, Ferdian THUNG, Kang Hong JIN, Lingxiao JIANG, and David LO Conference Proceeding Article

Towards generating transformation rules without examples for android API replacement, Ferdian THUNG, Hong Jin KANG, Lingxiao JIANG, and David LO Conference Proceeding Article

Tracy: A business-driven technical debt prioritization framework, Rodrigo REBOUÇAS DE ALMEIDA, Christoph TREUDE, and Uirá KULESZA Conference Proceeding Article

Weakly-supervised deep anomaly detection with pairwise relation learning, Guansong PANG, Anton Van Den HENGEL, and Chuanhua SHEN Working Paper

Who, where, and what to wear?: extracting fashion knowledge from social media, Yunshan MA, Xun YANG, Lizi LIAO, Yixin CAO, and Tat-Seng CHUA Conference Proceeding Article

Who, where, and what to wear?: extracting fashion knowledge from social media, Yunshan MA, Xun YANG, Lizi LIAO, Yixin CAO, and Tat-Seng CHUA Conference Proceeding Article

Who, where, and what to wear?: Extracting fashion knowledge from social media, Yunshan MA, Xun YANG, Lizi LIAO, Yixin CAO, and Tat-Seng CHUA Conference Proceeding Article

Orienteering problems: Models and algorithms for vehicle routing problems with profits, Pieter VANSTEENWEGEN and Aldy GUNAWAN Book

Supervised generative adversarial cross-modal hashing by transferring pairwise similarities for venue discovery, Himanshu AGGARWAL, Rajiv Ratn SHAH, Suhua TANG, and Feida ZHU Conference Proceeding Article

Why reinventing the wheels? An empirical study on library reuse and re-implementation, Bowen XU, Le AN, Ferdian THUNG, Foutse KHOMH, and David LO Journal Article

A case study on automated fuzz target generation for large codebases, Matthew KELLY, Christoph TREUDE, and Alex MURRAY Conference Proceeding Article

A common approach for consumer and provider fairness in recommendations, Dimitris Sacharidis, Kyriakos MOURATIDIS, and Dimitrios Kleftogiannis Conference Proceeding Article

A lattice-based linkable ring signature supporting stealth addresses, Zhen LIU, Khoa NGUYEN, Guomin YANG, Huaxiong WANG, and Duncan S. WONG Conference Proceeding Article

Automatic generation of non-intrusive updates for third-party libraries in android applications, Yue DUAN, Lian GAO, Jie HU, and Heng YIN Conference Proceeding Article

Be sensitive and collaborative: Analyzing impact of coverage metrics in Greybox fuzzing, Jinghan WANG, Yue DUAN, Wei SONG, Heng YIN, and Chengyu SONG Conference Proceeding Article

Can earables support effective user engagement during weight-based gym exercises?, Meeralakshmi RADHAKRISHNAN and Archan MISRA Conference Proceeding Article

Confusion and information triggered by photos in persona profiles, Joni SALMINEN, Soon-gyo JUNG, Jisun AN, Haewoon KWAK, Lene NIELSEN, and Bernard J. JANSEN Journal Article

Detecting toxicity triggers in online discussions, Hamad Bin Khalifa University and Haewoon KWAK Conference Proceeding Article

Directional co-clustering, Aghiles SALAH and Mohamed NADIF Journal Article

Efficient and robust certificateless signature for data crowdsensing in cloud-assisted industrial IoT, Yinghui ZHANG, Robert H. DENG, Dong ZHENG, Jin LI, Pengfei WU, and Jin CAO Journal Article

Efficient distributed reachability querying of massive temporal graphs, Tianming ZHANG, Yunjun GAO, Chen LU, Wei GUO, Shiliang PU, Baihua ZHENG, and CHRISTIAN S. Jensen Journal Article

Efficient oblivious transfer with membership verification, Weiwei LIU, Dazhi SUN, and Yangguang TIAN Journal Article

Enhancing Python compiler error messages via Stack Overflow, Emillie THISELTON and Christoph TREUDE Conference Proceeding Article

Finding flaws from password authentication code in Android apps, Siqi MA, Elisa BERTINO, Surya NEPAL, Jianru LI, Ostry DIETHELM, Robert H. DENG, and Sanjay JHA Conference Proceeding Article

Generating expensive relationship features from cheap objects, Xiaogang WANG, Qianru SUN, Tat-Seng CHUA, and Marcelo ANG Conference Proceeding Article

Interactive hierarchical object proposals, Mingliang CHEN, Jiawei ZHANG, Shengfeng HE, Qingxiong YANG, Qing LI, and Ming-Hsuan YANG Journal Article

Lightweight fine-grained search over encrypted data in fog computing, Yinbin MIAO, Jianfeng MA, Ximeng LIU, Jian WENG, Hongwei LI, and Hui Li Journal Article

Puncturable proxy re-encryption supporting to group messaging service, Tran Viet Xuan PHUONG, Willy SUSILO, Jongkil KIM, Guomin YANG, and Dongxi LIU Conference Proceeding Article

Rotation invariant convolutions for 3D point clouds deep learning, Zhiyuan ZHANG, Binh-Son HUA, David W. ROSEN, and Sai-Kit YEUNG Conference Proceeding Article

Self-refining deep symmetry enhanced network for rain removal, Hong LIU, Hanrong YE, Xia LI, Wei SHI, Mengyuan LIU, and Qianru SUN Conference Proceeding Article

Spatio-temporal analysis and prediction of cellular traffic in metropolis, Xu WANG, Zimu ZHOU, Fu XIAO, Kai XING, Zheng YANG, Yunhao LIU, and Chunyi PENG Journal Article

Triadic closure, homophily, and reciprocation: An empirical investigation of social ties between content providers, tingting SONG, Qian TANG, and Jinghua HUANG Journal Article

Adapting BERT for target-oriented multimodal sentiment classification, Jianfei YU and Jing JIANG Conference Proceeding Article

Knowledge base question answering with topic units, Yunshi LAN, Shuohang WANG, and Jing JIANG Conference Proceeding Article

Coresets for minimum enclosing balls over sliding windows, Yanhao WANG, Yuchen LI, and Kian-Lee TAN Conference Proceeding Article

FoodAI: Food image recognition via deep learning for smart food logging, Doyen SAHOO; Hao WANG; Ke SHU; Xiongwei WU; Hung LE; Palakorn ACHANANUPARP; Ee-peng LIM; and HOI, Steven C. H. Conference Proceeding Article

Optimizing impression counts for outdoor advertising, Yipeng ZHANG, Yuchen LI, Zhifeng BAO, Songsong MO, and Ping ZHANG Conference Proceeding Article

Sentence-level evidence embedding for claim verification with hierarchical attention networks, Jing MA, Wei GAO, Shafiq JOTY, and Kam-Fai WONG Conference Proceeding Article

Adapting BERT for target-oriented multimodal sentiment classification, Jianfei YU and Jing JIANG Conference Proceeding Article

Adversarial learning on heterogeneous information networks, Binbin HU, Yuan FANG, and Chuan SHI Conference Proceeding Article

AI-fashion: Collaborative AI in the fashion industry, Y. LUO and Keng SIAU Conference Proceeding Article

An evaluation of pure spectrum-based fault localization techniques for large-scale software systems, Simon HEIDEN, Lars GRUNSKE, Timo KEHRER, Fabian KELLER, Andre VAN HOORN, Antonio FILIERI, and David LO Journal Article

AnswerBot: An answer summary generation tool based on stack overflow, Liang CAI, Haoye WANG, Bowen XU, Qiao HUANG, Xin XIA, David LO, and Zhenchang XING Conference Proceeding Article

Applications of the OP, Pieter VANSTEENWEGEN and Aldy GUNAWAN Book Chapter

A secure IoT cloud storage system with fine-grained access control and decryption key exposure resistance, Shengmin XU, Guomin YANG, Yi MU, and Ximeng LIU Journal Article

A survey on bluetooth 5.0 and mesh: New milestones of IoT, Juenjie YIN, Zheng YANG, Hao CAO, Tongtong LIU, Zimu ZHOU, and Chenshu WU Journal Article

Bidding mechanisms in graph games, Guy AVNI, Thomas A. HENZINGER, and Dorde ZIKELIC Conference Proceeding Article

BIKER: A tool for Bi-information source based API method recommendation, Liang CAI, Haoye WANG, Qiao HUANG, Xin XIA, Zhenchang XING, and David LO Conference Proceeding Article

Cerebro: Context-aware adaptive fuzzing for effective vulnerability detection, Yuekang LI, Yinxing XUE, Hongxu CHEN, Xiuheng WU, Cen ZHANG, Xiaofei XIE, Haijun WANG, and Yang LIU Conference Proceeding Article

Cold-start aware deep memory networks for multi-entity aspect-based sentiment analysis, Kaisong SONG, Wei GAO, Lujun ZHAO, Changlong SUN, and Xiaozhong LIU Conference Proceeding Article

Constructing strong designated verifier signatures from key encapsulation mechanisms, Borui GONG, Ho Man AU, and Haiyang XUE Conference Proceeding Article

Correlation-sensitive next-basket recommendation, Duc Trong LE, Hady Wirawan LAUW, and Yuan FANG Conference Proceeding Article

Creating top ranking options in the continuous option and preference space, Bo TANG, Kyriakos MOURATIDIS, Man Lung YIU, and Zhenyu CHEN Conference Proceeding Article

Data-driven decision-support for process improvement through predictions of bed occupancy rates, Kar Way TAN, Qi You NG, Francis Ngoc Hoang Long NGUYEN, and Sean Shao Wei LAM Conference Proceeding Article

Data-driven surgical duration prediction model for surgery scheduling: A case-study for a practice-feasible model in a public hospital, Kar Way TAN, Francis Ngoc Hoang Long NGUYEN, Boon Yew ANG, Jerald GAN, and Sean Shao Wei LAM Conference Proceeding Article

Decision making for improving maritime traffic safety using constraint programming, Saumya BHATNAGAR, Akshat KUMAR, and Hoong Chuin LAU Conference Proceeding Article

Deep anomaly detection with deviation networks, Guansong PANG, Chunhua SHEN, and Anton van den HENGEL Conference Proceeding Article

DeepStellar: Model-based quantitative analysis of stateful deep learning systems, Xiaoning DU, Xiaofei XIE, Yi LI, Lei MA, Yang LIU, and Jianjun ZHAO Conference Proceeding Article

Definitions and mathematical models of single vehicle routing problems with profits, Pieter VANSTEENWEGEN and Aldy GUNAWAN Book Chapter

Deformable object tracking with gated fusion, Wenxi LIU, Yibing SONG, Dengsheng CHEN, Shengfeng HE, Yuanlong YU, Tao YAN, Gerhard P. HANCKE, and Rynson W.H. LAU Journal Article

DiffChaser: Detecting disagreements for deep neural networks, Xiaofei XIE, Lei MA, Haijun WANG, Yuekang LI, Yang LIU, and Xiaohong LI Conference Proceeding Article

Digital marketing in the artificial intelligence and machine learning age, Z. RUAN and Keng SIAU Conference Proceeding Article

Enhancing multi-hop sensor calibration with uncertainty estimates, Balz MAAG, Zimu ZHOU, and Lothar THIELE Conference Proceeding Article

Evaluating vulnerability to fake news in social networks: A community health assessment model, Bhavtosh RATH, Wei GAO, and Jaideep SRIVASTAVA Conference Proceeding Article

EzLog: Data visualization for logistics, Aldy GUNAWAN, Benjamin GAN, Jin An TAN, Sheena L.S.L VILLANUEVA, and Timothy K.J. WEN Conference Paper

Faster first-order methods for stochastic non-convex optimization on Riemannian manifolds, Pan ZHOU, Xiao-Tong YUAN, Shuicheng YAN, and Jiashi FENG Journal Article

FinTech empowerment: Data science, AI, and machine learning, Keng SIAU, Michael HILGERS, Langtao CHEN, Steve LIU, Fiona Fui-hoon NAH, Richard HALL, and Barry FLACHSBART Journal Article

Generalized majorization-minimization for non-convex optimization, Hu ZHANG, Pan ZHOU, Yi YANG, and Jiashi FENG Conference Proceeding Article

Gradient boosting with piece-wise linear regression trees, Yu SHI, Jian LI, and Zhize LI Conference Proceeding Article

Higher education in the AI age, Yizhi MA and Keng SIAU Conference Proceeding Article

How can AI help to enhance diversity and inclusion?, Keng SIAU Conference Proceeding Article

How does machine learning change software development practices?, Zhiyuan WAN, Xin XIA, David LO, and Gail C. MURPHY Journal Article

Impact of framing and base size of computer security risk information, Xinhui ZHAN, Fiona Fui-hoon NAH, Keng SIAU, Richard HALL, and Maggie CHENG Conference Proceeding Article

Improving law enforcement daily deployment through machine learning-informed optimization under uncertainty, Jonathan David CHASE, Duc Thien NGUYEN, Haiyang SUN, and Hoong Chuin LAU Conference Proceeding Article

Improving urban crowd flow prediction on flexible region partition, Xu WANG, Zimu ZHOU, Yi ZHAO, Xinglin ZHANG, Kai XING, Fu XIAO, Zheng YANG, and Yunhao LIU Journal Article

Industry 4.0: Challenges and opportunities in different countries, Keng SIAU, Yingrui XI, and Cui ZOU Journal Article

Industry 4.0: Ethical and moral predicaments, W. WANG and Keng SIAU Journal Article

InSPeCT: Iterated local search for solving path conditions, Fuxiang CHEN, Aldy GUNAWAN, David LO, and Sunghun KIM Conference Proceeding Article

Integrated assignment and routing with mixed service mode cross-dock, Vincent YU, Aldy GUNAWAN, Eric I. JUNAIDI, and Audrey T. WIDJAJA Conference Paper

ITAA: An intelligent trajectory-driven outdoor advertising deployment assistant, Yipeng ZHANG, Zhifeng BAO, Songsong MO, Yuchen LI, and Yanghao ZHOU Journal Article

KGAT: Knowledge graph attention network for recommendation, Xiang WANG, Xiangnan HE, Yixin CAO, Meng LIU, and Tat-Seng CHUA Conference Proceeding Article

Knowledge base question answering with topic units, Yunshi LAN, Shuohang WANG, and Jing JIANG Conference Proceeding Article

Language and robotics: Complex sentence understanding, Seng-Beng HO and Zhaoxia WANG Conference Proceeding Article

Latent error prediction and fault localization for microservice applications by learning from system trace logs, Xiang ZHOU, Xin PENG, Tao XIE, Jun SUN, Chao JI, Dewei LIU, Qilin XIANG, and Chuan HE Conference Paper

Learning multiple maps from conditional ordinal triplets, Duy Dung LE and Hady Wirawan LAUW Conference Proceeding Article

Let me in: Guidelines for the successful onboarding of newcomers to open source projects, Igor STEINMACHER, Christoph TREUDE, and Marco Aurélio GEROSA Magazine Article

Locating vulnerabilities in binaries via memory layout recovering, Haijun WANG, Xiaofei XIE, Shang-Wei LIN, Yun LIN, Yuekang LI, Shengchao QIN, Yang LIU, and Ting LIU Conference Proceeding Article

Low-rank sparse subspace for spectral clustering, Xiaofeng ZHU, Shichao ZHANG, Yonggang LI, Jilian ZHANG, Lifeng YANG, and Yue FANG Journal Article

Multiagent decision making and learning in urban environments, Akshat KUMAR Conference Proceeding Article

Multimodal transformer networks for end-to-end video-grounded dialogue systems, Hung LE, Doyen SAHOO, Nancy F. CHEN, and Steven C. H. HOI Conference Proceeding Article

Potential impact of artificial intelligence on mental well-being, Weiyu WANG and Keng SIAU Conference Proceeding Article

Proposal-driven segmentation for videos, Junliang LI, Shengfeng HE, Hon-Cheng WONG, and Sio-Long LO Journal Article

SAR: Learning cross-language API mappings with little knowledge, Duy Quoc Nghi BUI, Yijun YU, and Lingxiao JIANG Conference Proceeding Article

Shared dynamic data audit supporting anonymous user revocation in cloud storage, Yinghui ZHANG, Chen CHEN, Dong ZHENG, Rui GUO, and Shengmin XU Journal Article

SHOAL: Large-scale hierarchical taxonomy via graph-based query coalition in E-commerce, Zhao LI, Xia CHEN, Xuming PAN, Pengcheng ZOU, Yuchen LI, and Guoxian YU Conference Proceeding Article

Simulated annealing for the multi-vehicle cyclic inventory routing problem, Aldy GUNAWAN, Vincent F. YU, Audrey Tedja WIDJAJA, and Pieter VANSTEENWEGEN Conference Proceeding Article

State-of-the-art solution techniques for OP and TOP, Pieter VANSTEENWEGEN and Aldy GUNAWAN Book Chapter

State-of-the-art solution techniques for OPTW and TOPTW, Pieter VANSTEENWEGEN and Aldy GUNAWAN Book Chapter

Topic enhanced word embedding for toxic content detection in Q&A sites, Do Yeon KIM; Xiaohang LI; Sheng WANG; Yunying ZHUO; and Ka Wei, Roy LEE Conference Proceeding Article