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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 2020 2020

CO2Vec: Embeddings of co-ordered networks based on mutual reinforcement, Meng-Fen CHIANG, Ee-Peng LIM, Wang-Chien LEE, and Philips Kokoh PRASETYO Conference Proceeding Article

Co-design and evaluation of an intelligent decision support system for stroke rehabilitation assessment, Min Hun LEE, Daniel P. SIEWIOREK, Asim SMAILAGIC, Alexandre BERNARDINO, and Sergi BADIA Journal Article

Compact bilinear augmented query structured attention for sport highlights classification, Yanbin HAO, Hao ZHANG, Chong-wah NGO, Qing LIU, and Xiaojun HU Conference Proceeding Article

CrossASR: Efficient differential testing of automatic speech recognition via text-to-speech, Muhammad Hilmi ASYROFI, Thung Ferdian, David LO, and Lingxiao JIANG Conference Proceeding Article

Cross-domain cross-modal food transfer, Bin ZHU, Chong-wah NGO, and Jingjing CHEN Conference Proceeding Article

Deep reinforcement learning approach to solve dynamic vehicle routing problem with stochastic customers, Waldy JOE and Hoong Chuin LAU Conference Proceeding Article

DeepRhythm: Exposing deepfakes with attentional visual heartbeat rhythms, Hua QI, Qing GUO, Felix JUEFEI-XU, Xiaofei XIE, Lei MA, Wei FENG, Yang LIU, and Jianjun ZHAO Conference Proceeding Article

DeepSonar: Towards effective and robust detection of AI-synthesized fake voices, Run WANG, Felix JUEFEI-XU, Yihao HUANG, Qing GUO, Xiaofei XIE, Lei MA, and Yang LIU Conference Proceeding Article

Did our course design on software architecture meet our student’s learning expectations?, Eng Lieh OUH, Benjamin GAN, and Yunghans IRAWAN Conference Proceeding Article

Dual-SLAM: A framework for robust single camera navigation, Huajian HUANG, Wen-yan LIN, Siying LIU, Dong ZHANG, and Sai-Kit YEUNG Conference Proceeding Article

Efficient ciphertext-policy attribute-based encryption with blackbox traceability, Shengmin XU, Jiaming YUAN, Guowen XU, Yingjiu Li, Ximeng LIU, Yinghui ZHANG, and Zuobin YANG Journal Article

Efficient sampling algorithms for approximate temporal motif counting, Jingjing WANG, Yanhao WANG, Wenjun JIANG, Yuchen LI, and Kian-Lee TAN Conference Proceeding Article

European floating strike lookback options: Alpha prediction and generation using unsupervised learning, Tristan LIM, Aldy GUNAWAN, and Chin Sin ONG Journal Article

Evaluating methods for students to identify and clarify doubts in computing design courses, Eng Lieh OUH and Benjamin GAN Conference Proceeding Article

Experience report on the use of technology to manage capstone course projects, Benjamin GAN and Eng Lieh OUH Conference Proceeding Article

Experimental comparison of features and classifiers for Android malware detection, Lwin Khin SHAR, Biniam Fisseha DEMISSIE, Mariano CECCATO, and Wei MINN Conference Proceeding Article

FakePolisher: Making deepfakes more detection-evasive by shallow reconstruction, Yihao HUANG, Felix JUEFEI-XU, Run WANG, Qing GUO, Lei MA, Xiaofei XIE, Jianwen LI, Weikai MIAO, Yang LIU, and Geguang PU Conference Proceeding Article

Faster authenticated key agreement with perfect forward secrecy for Industrial Internet-of-Things, Zheng YANG, Jun HE, Yangguang TIAN, and Jianying ZHOU Journal Article

Federated topic discovery: A semantic consistent approach, Yexuan SHI, Yongxin TONG, Zhiyang SU, Di JIANG, Zimu ZHOU, and Wenbin ZHANG Journal Article

Foodbot: A goal-oriented just-in-time healthy eating interventions chatbot, Philips Kokoh PRASETYO, Palakorn ACHANANUPARP, and Ee-peng LIM Conference Proceeding Article

Generating question titles for Stack Overflow from mined code snippets, Zhipeng GAO, Xin XIA, John GRUNDY, David LO, and Yuan-Fang LI Journal Article

Gesture enhanced comprehension of ambiguous human-to-robot instructions, WEERAKOON MUDIYANSELAGE DULANGA KAVEESHA WEERAKOON, Vigneshwaran SUBBARAJU, Nipuni KARUMPULLI, Minh Anh Tuan TRAN, Qianli XU, U-Xuan TAN, Joo Hwee LIM, and Archan MISRA Conference Proceeding Article

Gym usage behavior & desired digital interventions: An empirical study, Meeralakshmi RADHAKRISHNAN, Archan MISRA, Rajesh Krishna BALAN, and Youngki LEE Conference Proceeding Article

Hierarchical identity-based signature in polynomial rings, Zhichao YANG, Dung H. DUONG, Willy SUSILO, Guomin YANG, Chao LI, and Rongmao CHEN Journal Article

Hysia: Serving DNN-based video-to-retail applications in cloud, Huaizheng ZHANG, Yuanming LI, Qiming AI, Yong LUO, Yonggang WEN, Yichao JIN, and Nguyen Binh Duong TA Conference Proceeding Article

Interpretable embedding for ad-hoc video search, Jiaxin WU and Chong-wah NGO Conference Proceeding Article

IoT-enabled community care for ageing-in-place: The Singapore experience, Hwee-Pink TAN Conference Proceeding Article

Knowledge enhanced neural fashion trend forecasting, Yunshan MA, Yujuan DING, Xun YANG, Lizi LIAO, Wai Keung WONG, and Tat-Seng CHUA Conference Proceeding Article

LiS: Lightweight Signature Schemes for continuous message authentication in cyber-physical systems, Zheng YANG, Chenglu JIN, Yangguang TIAN, Junyu LAI, and Jianying ZHOU Conference Proceeding Article

LiveSnippets: Voice-based live authoring of multimedia articles about experiences, Hyeongcheol KIM, Shengdong ZHAO, Can LIU, and Kotaro HARA Conference Proceeding Article

Message from the general co-chairs and the program co-chairs, Christoph TREUDE, Hongyu ZHANG, Kelly BLINCOE, and Zhenchang XING Conference Proceeding Article

Multi-modal cooking workflow construction for food recipes, Liangming PAN, Jingjing CHEN, Jianlong WU, Shaoteng LIU, Chong-wah NGO, Min-Yen KAN, Yugang JIANG, and Tat-Seng CHUA Conference Proceeding Article

Online traffic signal control through sample-based constrained optimization, Srishti DHAMIJA, Alolika GON, Pradeep VARAKANTHAM, and William YEOH Conference Proceeding Article

Opinion-aware answer generation for review-driven question answering in e-commerce, Yang DENG, Wenxuan ZHANG, and Wai LAM Conference Proceeding Article

Peer-inspired student performance prediction in interactive online question pools with graph neural network, Haotian LI, Huan WEI, Yong WANG, Yangqiu SONG, and Huamin. QU Conference Proceeding Article

Person-level action recognition in complex events via TSD-TSM networks, Yanbin HAO, Zi-Niu LIU, Hao ZHANG, Bin ZHU, Jingjing CHEN, Yu-Gang JIANG, and Chong-wah NGO Conference Proceeding Article

Regression testing of massively multiplayer online role-playing games, Yuechen WU, Yingfeng CHEN, Xiaofei XIE, Bing YU, Changjie FAN, and Lei MA Conference Proceeding Article

Reinforcement learning for zone based multiagent pathfinding under uncertainty, Jiajing LING, Tarun GUPTA, and Akshat KUMAR Conference Proceeding Article

Revocable and certificateless public auditing for cloud storage, Yinghui ZHANG, Tiantian ZHANG, Shengmin XU, Guowen XU, and Dong ZHENG Journal Article

Sentiment analysis for software engineering: How far can pre-trained transformer models go?, Ting ZHANG, Bowen XU, Thung Ferdian, Stefanus AGUS HARYONO, David LO, and Lingxiao JIANG Conference Proceeding Article

The future of work now: AI-driven transaction surveillance at DBS Bank, Thomas H. DAVENPORT and Steven M. MILLER Magazine Article

The future of work now: AutoML at 84.51°and Kroger, Thomas H. DAVENPORT and Steven M. MILLER Magazine Article

The impact of dynamics of collaborative software engineering on introverts: A study protocol, Ingrid NUNES, Christoph TREUDE, and Fabio CALEFATO Conference Proceeding Article

The virtual reality questionnaire toolkit, Martin FEICK, Niko KLEER, Anthony TANG, and Anthony TANG Conference Poster

Towards locality-aware meta-learning of tail node embeddings on networks, Zemin LIU, Wentao ZHANG, Yuan FANG, Xinming ZHANG, and Steven C. H. HOI Conference Proceeding Article

Towards systematically deriving defence mechanisms from functional requirements of cyber-physical systems, Cheah Huei YOONG, Venkata Reddy PALLETI, Arlindo SILVA, and Christopher M. POSKITT Conference Proceeding Article

TPR: Text-aware Preference Ranking for recommender systems, Yu-Neng CHUANG, Chih-Ming CHEN, Chuan-Ju WANG, Ming-Feng TSAI, Yuan FANG, and Ee-peng LIM Conference Proceeding Article

Two-stage photograph cartoonization via line tracing, Simin LI, Qiang WEN, Shuang ZHAO, Zixun SUN, and Shengfeng HE Journal Article

Using student perceptions to design smart class participation tools: A technology framework, Swapna GOTTIPATI; SHANKARARAMAN, Venky; and Mark Wei Jie NG Conference Proceeding Article

ViScene: A collaborative authoring tool for scene descriptions in videos, Rosiana NATALIE, Ebrima JARJUE, Hernisa KACORRI, and Kotaro HARA Conference Proceeding Article

Visual sentiment analysis for review images with item-oriented and user-oriented CNN: Reproducibility companion paper, Quoc Tuan TRUONG, Hady W. LAUW, Martin AUMULLER, and Naoko NITTA Conference Proceeding Article

We mind your well-being: Preventing depression in uncertain social networks by sequential interventions, Aye Phye Phye AUNG, Xinrun WANG, Bo AN, and Xiaoli LI Conference Proceeding Article

What is the vocabulary of flaky tests?, Gustavo PINTO, Breno MIRANDA, Supun DISSANAYAKE, Marcelo D'AMORIM, Christoph TREUDE, and Antonia BERTOLINO Conference Proceeding Article

White-box fairness testing through adversarial sampling, Peixin ZHANG, Jingyi WANG, Jun SUN, Guoliang DONG, Xinyu WANG, Xingen WANG, Jin Song DONG, and Dai TING Conference Proceeding Article

ZoomWalls: Dynamic walls that simulate haptic infrastructure for room-scale VR world, Yan YIXIAN, Kazuki TAKASHIMA, Anthony TANG, Takayuki TANNO, Kazuyuki FUJITA, and Yoshifumi KITAMURA Conference Proceeding Article

Potential early identification of a large Campylobacter outbreak using alternative surveillance data sources: Autoregressive modelling and spatiotemporal clustering, Mehnaz ADNAN, Xiaoying GAO, Xiaohan BAI, Elizabeth NEWBERN, Jill SHERWOOD, Nicholas JONES, Michael BAKER, Tim WOOD, and Wei GAO Journal Article

Automatic identification and inpainting of cracks in mural images based on improved SOM, Ting YANG, Shuangshuan WANG, Haibo PEN, and Zhaoxia WANG Journal Article

User detection of threats with different security measures, Yoav Ben YAAKOV, Joachim MEYER, Xinrun WANG, and Bo AN Conference Proceeding Article

Accelerating All-SAT computation with short blocking clauses, Yueling ZHANG, Geguang PU, and Jun SUN Conference Proceeding Article

A genetic algorithm to minimise number of vehicles in an electric vehicle routing problem, Kiian Leong Bertran QUECK and Hoong Chuin LAU Conference Proceeding Article

A hybrid framework using a QUBO solver for permutation-based combinatorial optimization, Siong Thye GOH, Sabrish GOPALAKRISHNAN, Jianyuan BO, and Hoong Chuin LAU Working Paper

A lattice-based key-insulated and privacy-preserving signature scheme with publicly derived public key, Wenling LIU, Zhen LIU, Khoa NGUYEN, Guomin YANG, and Yu YU Conference Proceeding Article

An empirical study of the dependency networks of deep learning libraries, Junxiao HAN, Shuiguang DENG, David LO, Chen ZHI, Jianwei YIN, and Xin XIA Conference Proceeding Article

A performance-sensitive malware detection system using deep learning on mobile devices, Ruitao FENG, Sen CHEN, Xiaofei XIE, Guozhu MENG, Shang-Wei LIN, and Yang LIU Journal Article

Attribute-based encryption for cloud computing access control: A survey, Yinghui ZHANG, Robert H. DENG, Shengmin XU, Jianfei SUN, Qi LI, and Dong ZHENG Journal Article

Bus frequency optimization: When waiting time matters in user satisfaction, Songsong MO, Zhifeng BAO, Baihua ZHENG, and Zhiyong PENG Conference Proceeding Article

Cats are not fish: Deep learning testing calls for out-of-distribution awareness, David BEREND, Xiaofei XIE, Lei MA, Lingjun ZHOU, Yang LIU, Chi XU, and Jianjun ZHAO Conference Proceeding Article

DCT: An scalable multi-objective module clustering tool, Ana Paula M. TARCHETTI, Luis Henrique Vieira AMARAL, Marcos C. OLIVEIRA, Rodrigo BONIFACIO, Gustavo PINTO, and David LO Conference Proceeding Article

DeepStyle: User style embedding for authorship attribution of short texts, Zhiqiang HU, Roy Ka-Wei LEE, Lei WANG, and Ee-Peng LIM Conference Proceeding Article

DETECTIF: Unified detection and correction of IoT faults in smart homes, Madhumita MALIICK, Archan MISRA, Niloy GANGULY, and Youngki LEE Conference Proceeding Article

Efficient fine-grained data sharing mechanism for electronic medical record systems with mobile devices, Hui MA, Rui ZHANG, Guomin YANG, Zishuai ZONG, Kai HE, and Yuting XIAO Journal Article

FASTS: A satisfaction-boosting bus scheduling assistant (demo), Momo SONG, Zhifeng BAO, Baihua ZHENG, and Zhiyong PENG Conference Proceeding Article

Group Instance: Flexible co-location resistant virtual machine placement in IaaS clouds, Vu Duc LONG and Nguyen Binh Duong TA Conference Proceeding Article

Hierarchical multimodal attention for end-to-end audio-visual scene-aware dialogue response generation, Hung LE, Doyen SAHOO, Nancy F. CHEN, and Steven C. H. HOI Journal Article

How (not) to find bugs: The interplay between merge conflicts, co-changes, and bugs, Luis AMARAL, Marcos C. OLIVEIRA, Welder LUZ, José FORTES, Rodrigo BONIFACIO, Daniel ALENCAR, Eduardo MONTEIRO, Gustavo PINTO, and David LO Conference Proceeding Article

Human-like summaries from heterogeneous and time-windowed software development artefacts, Mahfouth ALGHAMDI, Christoph TREUDE, and Markus WAGNER Conference Proceeding Article

Learning to collaborate in multi-module recommendation via multi-agent reinforcement learning without communication, Xu HE, AN Bo, Yanghua LI, Haikai CHEN, Rundong WANG, Xinrun WANG, Runsheng YU, Xin LI, and Zhirong WANG Conference Proceeding Article

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

On modeling labor markets for fine-grained insights, Hendrik Santoso SUGIARTO and Ee-peng LIM Conference Proceeding Article

Persona perception scale: Development and exploratory validation of an instrument for evaluating individuals' perceptions of personas, Joni SALMINEN, Joao M. SANTOS, Haewoon KWAK, Jisun AN, and Soon-gyo JUNG Journal Article

Pine: Enabling privacy-preserving deep packet inspection on TLS with rule-hiding and fast connection establishment, Jianting NING, Xinyi HUANG, Geong Sen POH, Shengmin XU, Jia-Chng LOH, Jain WENG, and Robert H. DENG Conference Proceeding Article

Pricing and equilibrium in on-demand ride-pooling markets, Jintao KE, Hai YANG, Xinwei LI, Hai WANG, and Jieping YE Journal Article

Privacy-preserving outsourced calculation toolkit in the cloud, Ximeng LIU, Robert H. DENG, Kim-Kwang Raymond CHOO, Yang YANG, and Hwee Hwa PANG Journal Article

Querying recurrent convoys over trajectory data, Munkh-Erdene YADAMJAV, Zhifeng BAO, Baihua ZHENG, Farhana M. CHOUDHURY, and Hanan SAMET Journal Article

Research directions for sharing economy issues, Robert J. KAUFFMAN and Maurizio NALDI Journal Article

Smart contract repair, Xiao Liang YU, Omar AL-BATAINEH, David LO, and Abhik ROYCHOUDHURY Journal Article

Social influence attentive neural network for friend-enhanced recommendation, Yuanfu LU, Ruobing XIE, Chuan SHI, Yuan FANG, Wei WANG, Xu ZHANG, and Leyu LIN Conference Proceeding Article

Temporal heterogeneous interaction graph embedding for next-item recommendation, Yugang JI, Mingyang YIN, Yuan FANG, Hongxia YANG, Xiangwei WANG, Tianrui JIA, and Chuan SHI Conference Proceeding Article

The future of work now: The multi-faceted mall security guard at a multi-faceted Jewel, Thomas H. DAVENPORT and Steven M. MILLER Magazine Article

The gap of semantic parsing: A survey on automatic Math word problem solvers, Dongxiang ZHANG, Lei WANG, Luming ZHANG, Bing Tian DAI, and Heng Tao SHEN Journal Article

The impact of automated feature selection techniques on the interpretation of defect models, Jirayus JIARPAKDEE, Chakkrit TANTITHAMTHAVORN, and Christoph TREUDE Journal Article

Towards generating thread-safe classes automatically, Haichi WANG, Zan WANG, Jun SUN, Shuang LIN, Ayesha SADIQ, and Yuan Fang LI Conference Proceeding Article

Towards interpreting recurrent neural networks through probabilistic abstraction, Guoliang DONG, Jingyi WANG, Jun SUN, Yang ZHANG, Xinyu WANG, Ting DAI, Jin Song DONG, and Xingen WANG Conference Proceeding Article

Urban scale trade area characterization for commercial districts with cellular footprints, Yi ZHAO, Zimu ZHOU, Xu WANG, Tongtong LIU, and Zheng YANG Journal Article

Vehicle routing problem with reverse cross-docking: An adaptive large neighborhood search algorithm, Aldy GUNAWAN, Audrey Tedja WIDJAJA, Pieter VANSTEENWEGEN, and Vincent F. YU Conference Proceeding Article

Visualization Research Lab at HKUST, Yong WANG Journal Article

Wait for it: Identifying 'on-hold' self-admitted technical debt, Rungroj MAIPRADIT, Christoph TREUDE, Hideaki HATA, and Kenichi MATSUMOTO Journal Article

Weakly paired multi-domain image translation, M.Y. ZHANG, Zhiwu HUANG, D.P. PAUDEL, J. THOMA, and Gool L. VAN Conference Proceeding Article

Zone pAth Construction (ZAC) based approaches for effective real-time ridesharing, MEGHNA LOWALEKAR, Pradeep VARAKANTHAM, and Patrick JAILLET Working Paper

Accelerating exact constrained shortest paths on GPUs, Shengliang LU, Bingsheng HE, Yuchen LI, and Hao FU Conference Proceeding Article