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.

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Submissions from 2018

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

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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

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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

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

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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

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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

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

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

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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

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

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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

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

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

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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

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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

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

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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

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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

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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

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

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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

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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

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

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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

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

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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

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

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

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

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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

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

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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

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

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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

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

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

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

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

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

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

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A lightweight cloud sharing PHR system with access policy updating, Zuobin YING, Wenjie JANG, Shuanlong CAO, Ximeng LIU, and Jie CUI Journal Article

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Augmenting and structuring user queries to support efficient free-form code search, Raphael SIRRES, Tegawendé F. BISSYANDE, Dongsun KIM, David LO, Jacques KLEIN, Kisub KIM, and Yves Le TRAON Journal Article

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Automating intention mining, Qiao HUANG, Xin XIA, David LO, and Gail C. MURPHY Journal Article

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Categorizing the content of GitHub README files, Gede Artha Azriadi PRANA, Christoph TREUDE, Ferdian THUNG, Thushari ATAPATTU, and David LO Journal Article

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Deep understanding of cooking procedure for cross-modal recipe retrieval, Jingjing CHEN, Chong-wah NGO, Fu-Li FENG, and Tat-Seng CHUA Conference Proceeding Article

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Efficient attribute-based encryption with blackbox traceability, Shengmin XU, Guomin YANG, Yi MU, and Ximeng LIU Conference Proceeding Article

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Exploiting the interdependency of land use and mobility for urban planning, Kasthuri JAYARAJAH, Andrew TAN, and Archan MISRA Conference Proceeding Article

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Exploring experiential learning model and risk management process for an undergraduate software architecture course, Eng Lieh OUH and Yunghans IRAWAN Conference Proceeding Article

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Function risk assessment under memory leakage, Jianming FU, Rui JIN, Yan LIN, Baihe JIANG, and Zhengwei GUO Conference Proceeding Article

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Geometry-aware similarity learning on SPD manifolds for visual recognition, Zhiwu HUANG, R. WANG, X. LI, W. LIU, S. SHAN, Gool L. VAN, and X CHEN Journal Article

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Hawkeye: Towards a desired directed grey-box fuzzer, Hongxu CHEN, Yinxing XUE, Yuekang LI, Bihuan CHEN, Xiaofei XIE, Xiuheng WU, and Yang LIU Conference Proceeding Article

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I4S: Capturing shopper’s in-store interactions, Sougata SEN, Archan MISRA, Vigneshwaran SUBBARAJU, Karan GROVER, Meeralakshmi RADHAKRISHNAN, Rajesh K. BALAN, and Youngki LEE Conference Proceeding Article

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Inferring trip occupancies in the rise of ride-hailing services, Meng-Fen CHIANG, Ee-peng LIM, Wang-Chien LEE, and Tuan-Anh HOANG Conference Proceeding Article

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Influence maximization on social graphs: A survey, Yuchen LI, Ju FAN, Yanhao WANG, and Kian-Lee TAN Journal Article

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Initializing trust in smart devices via presence attestation, Xuhua DING and Gene TSUDIK Journal Article

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Interpretable multimodal retrieval for fashion products, Lizi LIAO, Xiangnan HE, Bo ZHAO, Chong-Wah NGO, and Tat-Seng CHUA Conference Proceeding Article

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Interpretable multimodal retrieval for fashion products, Lizi LIAO, Xiangnan HE, Bo ZHAO, Chong-wah NGO, and Tat-Seng CHUA Conference Proceeding Article

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Interpretable multimodal retrieval for fashion products, Lizi LIAO, Xiangnan HE, Bo ZHAO, Chong-wah NGO, and Tat-Seng CHUA Conference Proceeding Article

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Investigating multimodal affect sensing in an affective tutoring system using unobtrusive sensors, Hua Leong FWA and Lindsay MARSHALL Conference Proceeding Article

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

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

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

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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

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

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

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

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

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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

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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

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

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

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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

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

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

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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

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

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

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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

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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

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

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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

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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

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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

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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

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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

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

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

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

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

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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

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Challenges in learning UML: From the perspective of diagrammatic representation and reasoning, Z. SHEN, S. TAN, and Keng SIAU Journal Article

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Cognitive antecedents of family business bias in investment decisions: A commentary on 'Risky decisions and the family firm bias: An experimental study based on prospect theory, H. FANG, Keng SIAU, E. MEMILI, and J. DOU Journal Article

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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

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Diversity in online advertising: A case study of 69 brands on social media, Jisun AN and Ingmar WEBER Conference Proceeding Article