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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

Quantifying activity levels of community-dwelling seniors through beacon monitoring, Jin Qiang GOH, Hwee-Pink TAN, and Hwee Xian TAN Conference Proceeding Article

Reliable and privacy-preserving truth discovery for mobile crowdsensing systems, Chuan ZHANG, Liehuang ZHU, Chang XU, Ximeng LIU, and Kashif SHARIF Journal Article

Routing and scheduling for a last-mile transportation system, Hai WANG Journal Article

Semi-supervised deep embedded clustering, Yazhou REN, Kangrong HU, Xinyi DAI, Lili PAN, Steven C. H. HOI, and Zenglin XU Journal Article

Software engineering dashboards: Types, risks, and future, Margaret-Anne STOREY and Christoph TREUDE Book Chapter

Task relation networks, Jianshu LI, Pan ZHOU, Yunpeng CHEN, Jian ZHAO, Sujoy ROY, Shuicheng YAN, Jiashi FENG, and Terence SIM Conference Proceeding Article

Template-based math word problem solvers with recursive neural networks, Lei WANG, Dongxiang ZHANG, Jipeng ZHANG, Xing XU, Lianli GAO, Bing Tian DAI, and Heng Tao SHEN Conference Proceeding Article

Vireo @ video browser showdown 2019, Phuong Anh NGUYEN, Chong-wah NGO, Danny FRANCIS, and Benoit HUET Conference Proceeding Article

When Human cognitive modeling meets PINs: User-independent inter-keystroke timing attacks, Ximing LIU, Yingjiu LI, Robert H. DENG, Bing CHANG, and Shujun LI Journal Article

Submissions from 2018 2018

Tutorial: SMU Teaching Bank: Enhancing classroom learning for digital banking and IT architecture related courses, Alan @ Ali MADJELISI MEGARGEL Conference Proceeding Article

Multi-task zipping via layer-wise neuron sharing, Xiaoxi HE, Zimu ZHOU, and Lothar THIELE Conference Proceeding Article

Integrated telegram and web-based forum with automatic assessment of questions and answers for collaborative learning, Michelle L. F. CHEONG, Yun-Chen CHEN, and Bing Tian DAI Conference Proceeding Article

A cloud-based data gathering and processing system for intelligent demand forecasting, Colin K. L. TAY and Kyong Jin SHIM Conference Proceeding Article

Active matting, Xin YANG, Ke XU, Shaozhe CHEN, Shengfeng HE, Baocai YIN, and Rynson LAU Conference Proceeding Article

An architectural design and evaluation of an affective tutoring system for novice programmers, Hua Leong FWA Journal Article

An economic analysis of incentivized positive reviews, Jianqing CHEN, Zhiling GUO, and Jian HUANG Conference Proceeding Article

An essential Applied Statistical Analysis course using RStudio with Project-Based Learning for Data Science, Aldy GUNAWAN, Michelle L. F. CHEONG, and Johnson POH Conference Proceeding Article

Applying design thinking to student outreach projects: Experiences from an Information Systems School, Swapna GOTTIPATI, Venky SHANKARARAMAN, and Alan MEGARGEL Conference Proceeding Article

A simple proximal stochastic gradient method for nonsmooth nonconvex optimization, Zhize LI and Jian LI Conference Proceeding Article

Attention-based LSTM-CNNs for uncertainty identification on Chinese social media texts, Binyang LI, Kaiming ZHOU, Wei GAO, Xu Han HAN, and Linna ZHOU Conference Proceeding Article

Authorized function homomorphic signature, Qingwen GUO, Qiong HUANG, and Guomin YANG Journal Article

Automatically `Verifying’ discrete-time complex systems through learning, abstraction and refinement, Jingyi WANG, Jun SUN, Shengchao QIN, and Cyrille JEGOUREL Journal Article

Better inpatient health quality at lower cost: Should I participate in the online healthcare community first?, Kai LUO, Qiu-Hong WANG, Hock Hai TEO, and Xi CHEN Conference Proceeding Article

Building a smart nation: Singapore's digital journey, Siu Loon HOE Journal Article

Co-location resistant virtual machine placement in cloud data centers, Amit AGARWAL and Nguyen Binh Duong TA Conference Proceeding Article

Credit assignment for collective multiagent RL with global rewards, Duc Thien NGUYEN, Akshat KUMAR, and Hoong Chuin LAU Conference Proceeding Article

Cross Euclidean-to-Riemannian metric learning with application to face recognition from video, Zhiwu HUANG, R. WANG, S. SHAN, and Gool L VAN Journal Article

Data center holistic demand response algorithm to smooth microgrid tie-line power fluctuation, Ting YANG, Yingjie ZHAO, Haibo PEN, and Zhaoxia WANG Journal Article

Data mining approach to the detection of suicide in social media: A case study of Singapore, Jane H. K. SEAH and Kyong Jin SHIM Conference Proceeding Article

Data mining approach to the identification of at-risk students, Li Chin HO and Kyong Jin SHIM Conference Proceeding Article

Deep air learning: Interpolation, prediction, and feature analysis of fine-grained air quality, Zhongang QI, Tianchun WANG, Guojie SONG, Weisong HU, Xi LI, and Zhongfei Mark ZHANG Journal Article

Deep Unsupervised Pixelization, Chu HAN, Qiang WEN, Shengfeng HE, Qianshu ZHU, Yinjie TAN, Guoqiang HAN, and Tien-Tsin WONG Journal Article

Design and implementation of decision support for traffic management at multipurpose port gates, Ketki KULKARNI, Hoong Chuin LAU, Hai WANG, Sathyavarathan SIVABALASINGAM, and Trong Khiem TRAN Conference Proceeding Article

Early prediction of merged code changes to prioritize reviewing tasks, Yuanrui FAN, Xin XIA, David LO, and Shanping LI Journal Article

Effectiveness of physical robot versus robot simulator in teaching introductory programming, Oka KURNIAWAN, Norman Tiong Seng LEE, Subhajit DATTA, Nachamma SOCKALINGAM, and Pey Lin LEONG Conference Proceeding Article

Efficient stochastic gradient hard thresholding, Pan ZHOU, Xiao-Tong YUAN, and Jiashi FENG Conference Proceeding Article

FogFly: A traffic light optimization solution based on fog computing, Quang Tran MINH, Chanh Minh TRAN, Tuan An LE, Binh Thai NGUYEN, Triet Minh TRAN, and Rajesh Krishna BALAN Conference Proceeding Article

Integrated reward scheme and surge pricing in a ride-sourcing market, Hai YANG, Chaoyi SHAO, Hai WANG, and Jieping YE Conference Proceeding Article

Integrating node embeddings and biological annotations for genes to predict disease-gene associations, Sezin Kircali ATA, Le OU-YANG, Yuan FANG, Chee-Keong KWOH, Min WU, and Xiao-Li LI Journal Article

Living with artificial intelligence – developing a theory on trust in health chatbots, Weiyu WANG and Keng SIAU Conference Proceeding Article

Making a good thing better: Enhancing password/PIN-based user authentication with smartwatch, Bing CHANG, Yingjiu LI, Qiongxiao WANG, Wen-Tao ZHU, and Robert H. DENG Journal Article

Message from the chairs, Toshiki HIRAO, Yutaro KASHIWA, Christoph TREUDE, and Raula Gaikovina KULA Conference Proceeding Article

Mobility-driven BLE transmit-power adaptation for participatory data muling, Chung-Kyun HAN, Archan MISRA, and Shih-Fen CHENG Conference Proceeding Article

New insight into hybrid stochastic gradient descent: Beyond with-replacement sampling and convexity, Pan ZHOU, Xiao-Tong YUAN, and Jiashi FENG Conference Proceeding Article

On learning psycholinguistics tools for English-based Creole languages using social media data, Pei-Chi LO and Ee-peng LIM Conference Proceeding Article

PerfLearner: learning from bug reports to understand and generate performance test frames, Xue HAN, Tingting YU, and David LO Conference Proceeding Article

Preprocess-then-NTT technique and its applications to Kyber and NewHope, Shuai ZHOU, Haiyang XUE, Daode ZHANG, Kunpeng WANG, Xianhui LU, Bao LI, and Jingnan HE Conference Proceeding Article

PriBioAuth: Privacy-preserving biometric-based remote user authentication, Yangguang TIAN, Yingjiu LI, Ximeng LIU, Robert H. DENG, and Binanda SENGUPTA Conference Proceeding Article

Privacy-preserving remote user authentication with K-times untraceability, Yangguang TIAN, Yingjiu LI, Binanda SENGUPTA, Robert H. DENG, Albert CHING, and Weiwei LIU Conference Proceeding Article

Secure smart health with privacy-aware aggregate authentication and access control in Internet of Things, Yinghui ZHANG, Robert H. DENG, Gang HAN, and Dong ZHENG Journal Article

SybMatch: Sybil detection for privacy-preserving task matching in crowdsourcing, Jiangang SHU, Ximeng LIU, Kan YANG, Yinghui ZHANG, Xiaohua JIA, and Robert H. DENG Conference Proceeding Article

Text analytics approach to extract course improvement suggestions from students’ feedback, Swapna GOTTIPATI, Venky SHANKARARAMAN, and Jeff Rongsheng LIN Journal Article

The living wall display: Physical augmentation of interactive content using an autonomous mobile display, Yuki ONISHI, Yoshiki KUDO, Kazuki TAKASHIMA, Anthony TANG, and Yoshifumi KITAMURA Conference Proceeding Article

Towards mining comprehensive Android sandboxes, Tien-Duy B. LE, Lingfeng BAO, David LO, Debin GAO, and Li LI Conference Proceeding Article

Typing-Proof: Usable, secure and low-cost two-factor authentication based on keystroke timings, Ximming LIU, Yingjiu LI, and Robert H. DENG Conference Proceeding Article

Understanding and constructing AKE via double-key key encapsulation mechanism, Haiyang XUE, Xianhui LU, Bao LI, Bei LIANG, and Jingnan HE Conference Proceeding Article

Using smart card data to model commuters’ responses upon unexpected train delays, Xiancai TIAN and Baihua ZHENG Conference Proceeding Article

Utilizing computational trust to identify rumor spreaders on Twitter, Bhavtosh RATH, Wei GAO, Jing MA, and Jaideep SRIVASTAVA Journal Article

VR Safari park: A concept-based world building interface using blocks and world tree, Shotaro ICHIKAWA, Anthony TANG, Kazuki TAKASHIMA, and Yoshifumi KITAMURA Conference Proceeding Article

Distributed machine learning on IAAS clouds, Nguyen Binh Duong TA and Quang Sang NGUYEN Conference Proceeding Article

Delta debugging microservice systems, Xiang ZHOU, Xin PENG, Tao XIE, Jun SUN, Wenhai LI, Chao JI, and Dan DING Conference Paper

Are personas done?: Evaluating the usefulness of personas in the age of online analytics, Joni SALMINEN, Bernard J. JANSEN, Jisun AN, Haewoon KWAK, and Soon-gyo JUNG Journal Article

Personalized microblog sentiment classification via adversarial cross-lingual learning, Weichao WANG, Shi FENG, Wei GAO, Daling WANG, and Yifei ZHANG Conference Proceeding Article

Aligning technical debt prioritization with business objectives: A multiple-case study, Rodrigo REBOUÇAS DE ALMEIDA, Uirá KULESZA, Christoph TREUDE, D’angellys Cavalcanti FEITOSA, and Aliandro Higino Guedes LIMA Conference Proceeding Article

An interpretable neural fuzzy inference system for predictions of underpricing in initial public offerings, Di WANG, Xiaolin QIAN, Chai QUEK, Ah-hwee TAN, Chunyan MIAO, Xiaofeng ZHANG, Geok See NG, and You ZHOU Journal Article

Artefact: An R implementation of the autospearman function, Jirayus JIARPAKDEE, Chakkrit TANTITHAMTHAVORN, and Christoph TREUDE Conference Proceeding Article

Autospearman: Automatically mitigating correlated software metrics for interpreting defect models, Jirayus JIARPAKDEE, Chakkrit TANTITHAMTHAVORN, and Christoph TREUDE Conference Proceeding Article

Centroid-amenities: An interactive visual analytical tool for exploring and analyzing amenities in Singapore, Xue Qian Jazreel SIEW and Sean Jia Ming KOH Conference Proceeding Article

Class discussion management and analysis application, Venky SHANKARARAMAN, Swapna GOTTIPATI, Seshan RAMASWAMI, and Chirag CHHABLAN Conference Proceeding Article

Comparing ELM with SVM in the field of sentiment classification of social media text data, Zhihuan CHEN, Zhaoxia WANG, Zhiping LIN, and Ting YANG Conference Proceeding Article

Cross-border interbank payments and settlements: Emerging opportunities for digital transformation, Yi Meng LAU and et al Report

Cross-modal recipe retrieval with stacked attention model, Jing-Jing CHEN, Lei PANG, and Chong-wah NGO Journal Article

Designing a tangible interface for manager awareness in wilderness search and rescue, Brennan JONES, Anthony TANG, Carman NEUSTAEDTER, Alissa N. ANTLE, and Elgin-Skye MCLAREN Conference Poster

Double learning or double blinding: An investigation of vendor private information acquisition and consumer learning via online reviews, Nan HU, Kevin E. DOW, Alain Yee Loong CHONG, and Ling LIU Journal Article

DSM: A specification mining tool using recurrent neural network based language model, Tien-Duy B. LE, Lingfeng BAO, and David LO Conference Proceeding Article

Gesture recognition with transparent solar cells, Dong MA, Guohao LAN, Mahbub HASSAN, Wen HU, B. Mushfika UPAMA, Ashraf UDDIN, YOUSEEF, and Moustafa Conference Proceeding Article

Heterogeneous embedding propagation for large-scale e-commerce user alignment, Vincent W. ZHENG, Mo SHA, Yuchen LI, Hongxia YANG, Yuan FANG, Zhenjie ZHANG, Kian-Lee TAN, and Kevin Chen-Chuan CHANG Conference Proceeding Article

Imaginary people representing real numbers: Generating personas from online social media data, Jisun AN, Haewoon KWAK, Soongyo JUNG, Joni SALMINEN, M. ADMAD, and Bernard J. JANSEN Journal Article

Improving knowledge tracing model by integrating problem difficulty, Sein MINN, Feida ZHU, and Michel C. DESMARAIS Conference Proceeding Article

Improving multi-label emotion classification via sentiment classification with dual attention transfer network, Jianfei YU, Luis MARUJO, Jing JIANG, Pradeep KARUTURI, and William BRENDEL Conference Proceeding Article

Improving reusability of software libraries through usage pattern mining, Mohamed Aymen SAIED, Ali OUNI, Houari A. SAHRAOUI, Raula Gaikovina KULA, Katsuro INOUE, and David LO Journal Article

INFAR: insight extraction from app reviews, Cuiyun GAO, Jichuan ZENG, David LO, Chin-Yew LIN, Michael R. LYU, and Irwin KING Conference Proceeding Article

Is there space for violence?: A data-driven approach to the exploration of spatial-temporal dimensions of conflict, Tin Seong KAM and Vincent ZHI Conference Proceeding Article

JobSense: A data-driven career knowledge exploration framework and system, Xavier Jayaraj Siddarth ASHOK, Ee-peng LIM, and Philips Kokoh PRASETYO Conference Proceeding Article

Joint representation learning of cross-lingual words and entities via attentive distant supervision, Yixin CAO, Lei HOU, Juanzi LI, Zhiyuan LIU, Chengjiang LI, Xu CHEN, and Tiansi DONG Conference Proceeding Article

Latent Dirichlet Allocation for textual student feedback analysis, Swapna GOTTIPATI, Venky SHANKARARAMAN, and Jeff LIN Conference Proceeding Article

Learning generalized video memory for automatic video captioning, Poo-Hee CHANG and Ah-hwee TAN Conference Proceeding Article

Learning probabilistic models for model checking: an evolutionary approach and an empirical study, Jingyi WANG, Jun SUN, Qixia YUAN, and Jun PANG Journal Article

Linky: Visualizing user identity linkage results for multiple online social networks (Demo), Roy Ka-Wei LEE, Ming Shan HEE, Philips Kokoh PRASETYO, and Ee-Peng LIM Conference Proceeding Article

Network data mining and analysis, Ming GAO, Ee-Peng LIM, and David LO Book

On the sequential massart algorithm for statistical model checking, Cyrille JEGOUREL, Jun SUN, and Jin Song DONG Conference Proceeding Article

Privacy-preserving communication and power injection over vehicle networks and 5G smart grid slice, Yinghui ZHANG, Jin LI, Dong ZHENG, Ping LI, and Yangguang TIAN Journal Article

Recommending who to follow in the software engineering Twitter space, Abhabhisheksh SHARMA, Yuan TIAN, Agus SULISTYA, Dinusha WIJEDASA, and David LO Journal Article

River: A real-time influence monitoring system on social media stream, Mo SHA, Yuchen LI, Yanhao WANG, Wentian GUO, and Kian-Lee TAN Conference Paper

Ten years of hunting for similar code for fun and profit (keynote), Stephane GLONDU, Lingxiao JIANG, and Zhendong SU Conference Proceeding Article

Unsupervised user identity linkage via factoid embedding, Wei XIE, Xin MU, Roy Ka Wei LEE, Feida ZHU, and Ee-peng LIM Conference Proceeding Article

Using finite-state models for log differencing, Hen AMAR, Lingfeng BAO, Nimrod BUSANY, David LO, and Shahar MAOZ Conference Proceeding Article

VPSearch: Achieving verifiability for privacy-preserving multi-keyword search over encrypted cloud data, Zhiguo WAN and Robert H. DENG Journal Article

VT-Revolution: Interactive programming tutorials made possible, Lingfeng BAO, Zhenchang XING, Xin XIA, David LO, and Shanping LI Conference Proceeding Article

A learning and masking approach to secure learning, Linh NGUYEN, Sky WANG, and Arunesh SINHA Conference Proceeding Article