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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

How practitioners perceive coding proficiency, Xin XIA, Zhiyuan WAN, Pavneet S. KOCHHAR, and David LO Conference Proceeding Article

How to derive causal insights for digital commerce in China? A research commentary on computational social science methods, David C.W. PHANG, Kanliang WANG, Qiu-hong WANG, Robert John KAUFFMAN, and Maurizio NALDI Journal Article

Incentivizing collaboration in a competition, Arunesh SINHA and Michael P. WELLMAN Conference Proceeding Article

Learning two-layer neural networks with symmetric inputs, Rong GE, Rohith KUDITIPUDI, Zhize LI, and Xiang WANG Conference Proceeding Article

Multimodal review generation for recommender systems, Quoc Tuan TRUONG and Hady W. LAUW Conference Proceeding Article

Neural multimodal belief tracker with adaptive attention for dialogue systems, Zheng ZHANG, Lizi LIAO, Minlie HUANG, Xiaoyan ZHU, and Tat-Seng CHUA Conference Proceeding Article

Neural multimodal belief tracker with adaptive attention for dialogue systems, Zheng ZHANG, Lizi LIAO, Minlie HUANG, Xiaoyan ZHU, and Tat-Seng CHUA Conference Proceeding Article

Online multimodal co-indexing and retrieval of social media data, Lei MENG, Ah-hwee TAN, and Donald C. WUNSCH Book Chapter

On reliability of patch correctness assessment, Xuan-Bach D. LE, Lingfeng BAO, David LO, Xin XIA, Shanping LI, and Corina S. PASAREANU Conference Proceeding Article

PatchNet: A tool for deep patch classification, Thong HOANG, Julia LAWALL, Richard J. OENTARYO, Yuan TIAN, and David LO Conference Proceeding Article

PatchNet: A tool for deep patch classification, Thong HOANG, Julia LAWALL, Richard J. OENTARYO, Yuan TIAN, and David LO Conference Proceeding Article

PeerLens: Peer-inspired interactive learning path planning in online question pool, Meng XIA, Mingfei SUN, Huan WEI, Qing CHEN, Yong WANG, Lei SHI, Huamin QU, and Xiaojuan MA Conference Proceeding Article

Personalized web image organization, Lei MENG, Ah-hwee TAN, and Donald C. WUNSCH Book Chapter

Perspectives on the 21st century urban university from Singapore: A viewpoint forum, Jean-Paul D. ADDIE, Michele ACUTO, K. C. HO, Stephan CAIRNS, and Hwee-pink TAN Journal Article

PinchList: Leveraging pinch gestures for hierarchical list navigation on smartphones, Teng HAN, Jie LIU, Khalad HASAN, Mingming FAN, Junhyeok KIM, Jiannan LI, Xiangmin FAN, Feng TIAN, Edward LANK, and Pourang IRANI Conference Proceeding Article

PPTDS: A privacy-preserving truth discovery scheme in crowd sensing systems, Chuan ZHANG, Liehuang ZHU, Chang XU, Kashif SHARIF, and Ximeng LIU Journal Article

Practitioners' views on good software testing practices, Pavneet S. KOCHHAR, Xin XIA, and David LO Conference Proceeding Article

Predicting good configurations for github and stack overflow topic models, Christoph TREUDE and Markus WAGNER Conference Proceeding Article

Project Sidewalk: A Web-based crowdsourcing tool for collecting sidewalk accessibility data at scale, Manaswi SAHA, Michael SAUGSTAD, Hanuma MADDALI, Aileen ZENG, Ryan HOLLAND, Steven BOWER, Aditya DASH, Sage CHEN, Anthony Li, Kotaro HARA, and Jon FROEHLICH Conference Proceeding Article

RE-ORG: An online repositioning guidance agent, Muralidhar KONDA, Pradeep VARAKANTHAM, Aayush SAXENA, and MEGHNA LOWALEKAR Conference Proceeding Article

Robust factorization machine: A doubly capped norms minimization, Chenghao LIU, Teng ZHANG, Jundong LI, Jianwen YIN, Peilin ZHAO, Jianling SUN, and Steven C. H. HOI Conference Proceeding Article

Socially-enriched multimedia data co-clustering, Ah-hwee TAN Book Chapter

SOTorrent: Studying the origin, evolution, and usage of stack overflow code snippets, Sebastian BALTES, Christoph TREUDE, and Stephan DIEHL Conference Proceeding Article

The challenge of collaborative IoT-based inferencing in adversarial settings, Archan MISRA, Dulanga Kaveesha Weerakoon WEERAKOON MUDIYANSELAGE, and Kasthuri JAYARAJAH Conference Proceeding Article

The challenges of creating engaging content: Results from a focus group study of a popular news media organization, Kholoud Khalil ALDOUS, Jisun AN, and Bernard J. JANSEN Conference Proceeding Article

Towards personalized data-driven bundle design with QoS constraint, Mustafa MISIR and Hoong Chuin LAU Book Chapter

Unifying knowledge graph learning and recommendation: towards a better understanding of user preferences, Yixin CAO, Xiang WANG, Xiangnan HE, Zikun HU, and Tat-Seng CHUA Conference Proceeding Article

Witt: Querying technology terms based on automated classification, Mathieu NASSIF, Christoph TREUDE, and Martin P. ROBILLARD Conference Proceeding Article

Interaction-aware arrangement for event-based social networks, Feifei KOU, Zimu ZHOU, Hao CHEG, Junping DU, Yexuan SHI, and Pan XU Conference Proceeding Article

Joint shape matching for overlapping cytoplasm segmentation in cervical smear images, Youyi SONG, Jing QIN, Baiying LEI, Shengfeng HE, and Kup-Sze CHOI Conference Proceeding Article

Adopting hyperledger fabric blockchain for EPCglobal network, Pamela Hui Ting CHUA, Yingjiu LI, and Wei HE Conference Proceeding Article

Artificial intelligence, machine learning, and autonomous technologies in the mining industry, Zeshan HYDER, Keng SIAU, and Fiona Fui-hoon NAH Journal Article

Automatic short answer grading using Siamese bidirectional LSTM based regression, Arya PRABHUDESAI and Nguyen Binh Duong TA Conference Proceeding Article

CINEMA: Efficient and privacy-preserving online medical primary diagnosis with skyline query, Jianfeng HUA, Hui ZHU, Fengwei WANG, Ximeng LIU, Rongxing LU, Hao LI, and Yeping ZHANG Journal Article

DeepReview: Automatic code review using deep multi-instance learning, Hengyi LI, Shuting SHI, Ferdian THUNG, Xuan HUO, Bowen XU, Ming LI, and David LO Conference Proceeding Article

Dependable machine intelligence at the tactical edge, Archan MISRA, Kasthuri JAYARAJAH, Dulanga Kaveesha Weerakoon WEERAKOON MUDIYANSELAGE, Randy Tandriansyah DARATAN, Shuochao YAO, and Tarek ABDELZAHER Conference Proceeding Article

Discursive power in contemporary media systems: A comparative framework, Andreas JUNGHERR, Oliver POSEGGA, and Jisun AN Journal Article

Dynamic student classification on memory networks for knowledge tracing, Sein MINN, Michel C. DESMARAIS, Feida ZHU, Jing XIAO, and Jianzong WANG Conference Proceeding Article

Efficient algorithms for solving aggregate keyword routing problems, Qize JIANG, Weiwei SUN, Baihua ZHENG, and Kunjie CHEN Conference Proceeding Article

Exploring and visualizing household electricity consumption patterns in Singapore: A geospatial analytics approach, Yong Ying TAN and Tin Seong KAM Conference Proceeding Article

Fair and dynamic data sharing framework in cloud-assisted Internet of Everything, Yinbin MIAO, Ximeng LIU, Kim-Kwang Raymond CHOO, Robert H. DENG, Hongjun WU, and Hongwei LI Journal Article

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

Maximizing multifaceted network influence, Yuchen LI, Ju FAN, George V. OVCHINNIKOV, and Panagiotis KARRAS Conference Proceeding Article

Online collaborative filtering with implicit feedback, Jianwen YIN, Chenghao LIU, Jundong LI, Bing Tian DAI, Yun-Chen CHEN, Min WU, and Jianling SUN Conference Proceeding Article

Perception coordination network: A neuro framework for multimodal concept acquisition and binding, You-Lu XING, Xiao-Feng SHI, Fu-Rao SHEN, Jin-Xi ZHAO, Jing-Xin PAN, and Ah-hwee TAN Journal Article

Revocable attribute-based encryption with decryption key exposure resistance and ciphertext delegation, Shengmin XU, Guomin YANG, and Yi MU Journal Article

Route planning for a fleet of electric vehicles with waiting times at charging stations, Baoxiang LI, Shashi Shekhar JHA, and Hoong Chuin LAU Conference Proceeding Article

Text analytics approach to examining corporate social responsibility, Nurul Asyikeen Binte AZHAR, Gary PAN, Poh Sun SEOW, Andrew KOH, and Wan Ying TAY Journal Article

The capacitated team orienteering problem, Aldy GUNAWAN, Kien Ming NG, Vincent F. YU, Gordy ADIPRASETYO, and Hoong Chuin LAU Conference Proceeding Article

To the attention of mobile software developers: Guess what, test your app!, Luis C. CRUZ, Rui ABREU, and David LO Journal Article

WindyWall: Exploring creative wind simulations, David TOLLEY, Thi Ngoc Tram NGUYEN, Anthony TANG, Nimesha RANASINGHE, Kensaku KAWAUCHI, and Ching-Chiuan YEN Conference Proceeding Article

WiWear: Wearable sensing via directional wifi energy harvesting, Huy Vu TRAN, Archan MISRA, Jie XIONG, and Rajesh Krishna BALAN Conference Paper

An artificial bee colony-based hybrid approach for waste collection problem with midway disposal pattern, Qu WEI, Zhaoxia GUO, Hoong Chuin LAU, and Zhenggang HE Journal Article

API recommendation for event-driven Android application development, Weizhao YUAN, Huu Hoang NGUYEN, Lingxiao JIANG, Yuting CHEN, Jianjun ZHAO, and Haibo YU Journal Article

Automatic, highly accurate app permission recommendation, Zhongxin LIU, Xin XIA, David LO, and John GRUNDY Journal Article

BING: Binarized normed gradients for objectness estimation at 300fps, Ming-Ming CHENG, Yun LIU, Wen-yan LIN, Ziming ZHANG, Paul L. ROSIN, and Philip H. S. TORR Journal Article

BING: Binarized normed gradients for objectness estimation at 300fps, Ming-Ming CHENG, Yun LIU, Wen-yan LIN, Ziming ZHANG, Paul L. ROSIN, and Philip H. S. TORR Journal Article

Careful-Packing: A practical and scalable anti-tampering software protection enforced by trusted computing, Flavio TOFFALINI, Martín OCHOA, Jun SUN, and Jianying ZHOU Conference Proceeding Article

Characterizing and identifying reverted commits, Meng YAN, Xin XIA, David LO, Ahmed E. HASSAN, and Shanping LI Journal Article

Confusion prediction from eye-tracking data: Experiments with machine learning, Joni SALMINEN, Mridul NAGPAL, Haewoon KWAK, Jisun AN, Soon-gyo JUNG, and Bernard J. JANSEN Conference Proceeding Article

Design and assessment of myoelectric games for prosthesis training of upper limb amputees, MEERALAKSHMI RADHAKRISHNAN, Asim SMAILAGIC, Brian FRENCH, Daniel P. SIEWIOREK, and Rajesh Krishna BALAN Conference Proceeding Article

Distributed Gibbs: A linear-space sampling-based DCOP algorithm, Duc Thien NGUYEN, William YEOH, Hoong Chuin LAU, and Roie ZIVAN Journal Article

Fine-grained geolocation of tweets in temporal proximity, Wen Haw CHONG and Ee Peng LIM Journal Article

ICT: In-field calibration transfer for air quality sensor deployments, Yun CHENG, Xiaoxi HE, Zimu ZHOU, and Lothar THIELE Journal Article

Making wearable sensing less obtrusive, Huy Vu TRAN and Archan MISRA Conference Proceeding Article

MicroBTC: Efficient, flexible and fair micropayment for Bitcoin using hash chains, Zhiguo WAN, Robert H. DENG, David Kuo Chuen LEE, and Ying LI Journal Article

Neural network based detection of self-admitted technical debt: From performance to explainability, Xiaoxue REN, Zhenchang XING, Xin XIA, David LO, Xinyu WANG, and John GRUNDY Journal Article

Picking flowers in an ICO garden, Fam Guo TENG, Paul R. GRIFFIN, and Andrew KOH Working Paper

See no evil, hear no evil? Dissecting the impact of online hacker forums, Wei T. YUE, Qiu-Hong WANG, and Kai‐Lung HUI Journal Article

Semantic and influence aware k-representative queries over social streams, Yanhao WANG, Yuchen LI, and Kianlee TAN Conference Proceeding Article

SINet: A scale-insensitive convolutional neural network for fast vehicle detection, Xiaowei HU, Xuemiao XU, Yongjie XIAO, Hao CHEN, Shengfeng HE, Jing QIN, and Pheng-Ann HENG Journal Article

SUAA: A Secure User Authentication Scheme with Anonymity for the single & multi-server environments, Nassoro M. R. LWAMO, Liehuang ZHU, Chang XU, Kashif SHARIF, Ximeng LIU, and Chuan ZHANG Journal Article

Welcome message from the General Chairs, Nabil I. ALSHURAFA, Archan MISRA, and Abhishek MUKHERJI Conference Proceeding Article

FC2: Cloud-based cluster provisioning for distributed machine learning, Nguyen Binh Duong TA Journal Article

A coordination framework for multi-agent persuasion and adviser systems, Budhitama SUBAGDJA, Ah-hwee TAN, and Yilin KANG Journal Article

Adaptive cost-sensitive online classification, Peilin ZHAO, Yifan ZHANG, Min WU, Steven C. H. HOI, Mingkui TAN, and Junzhou HUANG Journal Article

An attribute-based framework for secure communications in vehicular ad hoc networks, Hui CUI, Robert H. DENG, and Guilin WANG Journal Article

A sampling approach for proactive project scheduling under generalized time-dependent workability uncertainty, Wen SONG, Donghun KANG, Jie ZHANG, Zhiguang CAO, and Hui XI Journal Article

Automatic code review by learning the revision of source code, Shu-Ting SHI, Ming LI, David LO, Ferdian THUNG, and Xuan HUO Conference Proceeding Article

Bilateral dependency neural networks for cross-language algorithm classification, Duy Quoc Nghi BUI, Yijun YU, and Lingxiao JIANG Conference Proceeding Article

CompareLDA: A topic model for document comparison, Maksim TKACHENKO and Hady Wirawan LAUW Conference Proceeding Article

CryptoCurrency mining on mobile as an alternative monetization approach, Nguyen Phan Sinh HUYNH, Kenny CHOO, Rajesh Krishna BALAN, and Youngki LEE Conference Proceeding Article

Deception in finitely repeated security games, Thanh H. NGUYEN, Yongzhao WANG, Arunesh SINHA, and Michael P. WELLMAN Conference Proceeding Article

Discrete social recommendation, Chenghao LIU, Xin WANG, Tao LU, Wenwu ZHU, Jianling SUN, and Steven C. H. HOI Conference Proceeding Article

Evolutionary trends in the collaborative review process of a large software system, Subhajit DATTA and Poulami SARKAR Conference Proceeding Article

Explainable reasoning over knowledge graphs for recommendation, Xiang WANG, Dingxian WANG, Canran XU, Xiangnan HE, Yixin CAO, and Tat-Seng CHUA Conference Proceeding Article

Grand challenges in accessible maps, Jon E. FROEHLICH, Anke M. BROCK, Anat CASPI, Joao GUERREIRO, Kotaro HARA, Reuben KIRKHAM, Johannes SCHONING, and Benjamin TANNERT Magazine Article

Manifold-valued image generation with Wasserstein generative adversarial nets, Zhiwu HUANG, WU J., and G. L. VAN Conference Proceeding Article

Multiagent decision making for maritime traffic management, ARAMBAM JAMES SINGH, Duc Thien NGUYEN, Akshat KUMAR, and Hoong Chuin LAU Conference Proceeding Article

Multiagent decision making for maritime traffic management, Arambam James SINGH, Duc Thien NGUYEN, Akshat KUMAR, and Hoong Chuin LAU Conference Proceeding Article

Multi-task learning with multi-view attention for answer selection and knowledge base question answering, Yang DENG, Yuexiang XIE, Yaliang LI, Min YANG, Nan DU, Wei FAN, Kai LEI, and Ying SHEN Conference Proceeding Article

Partially observable multi-sensor sequential change detection: A combinatorial multi-armed bandit approach, Chen ZHANG and Steven C. H. HOI Conference Proceeding Article

Preference-aware task assignment in on-demand taxi dispatching: An online stable matching approach, Boming ZHAO, Pan XU, Yexuan SHI, Yongxin TONG, Zimu ZHOU, and Yuxiang ZENG Conference Proceeding Article

Recommending new features from mobile app descriptions, He JIANG, Jingxuan ZHANG, Xiaochen LI, Zhilei REN, David LO, Xindong WU, and Zhongxuan LUO Journal Article

Risk pooling, supply chain hierarchy, and analysts' forecasts, Nan HU, Jian-Yu KE, Ling LIU, and Yue ZHANG Journal Article

Robust estimation of similarity transformation for visual object tracking, Yang LI, Jianke ZHU, Steven C. H. HOI, Wenjie SONG, Zhefeng WANG, and Hantang LIU Conference Proceeding Article

Security analysis of a large-scale concurrent data anonymous batch verification scheme for mobile healthcare crowd sensing, Yinghui ZHANG, Jiangang SHU, Ximeng LIU, Jin LI, and Dong ZHENG Journal Article

Send hardest problems my way: Probabilistic path prioritization for hybrid fuzzing, Lei ZHAO, Yue DUAN, and Jifeng XUAN Conference Proceeding Article

Social media mining for journalism, Arkaitz ZUBIAGA, Bahareh HERAVI, Jisun AN, and Haewoon KWAK Journal Article

Stock market prediction analysis by incorporating social and news opinion and sentiment, Zhaoxia WANG, Seng-Beng HO, and Zhiping LIN Conference Proceeding Article