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Journal Papers

2022

Perceptions and Needs of Artificial Intelligence in Healthcare to Increase Adoption: A Scoping Review

Journal of Medical Internet Research, 14 Jan 2022

Han Shi Jocelyn Chew; Palakorn Achananuparp

2021

Cross-Modal Food Retrieval: Learning a Joint Embedding of Food Images and Recipes With Semantic Consistency and Attention Mechanism

IEEE Transactions on Multimedia, 25 May 2021

Hao Wang , Doyen Sahoo, Chenghao Liu, Ke Shu, Palakorn Achananuparp, Ee-Peng Lim, and Steven C. H. Hoi

Practical server-side WiFi-based indoor localization: Addressing cardinality & outlier challenges for improved occupancy estimation

Elsevier Ad Hoc Networks, 15 Apr 2021

Anuradha Ravi and Archan Misra

2020

Extract Human Mobility Patterns Powered by City Semantic Diagram

IEEE Transactions on Knowledge and Data Engineering (TKDE), 29 Sep 2020

Zhangqing Shan, Weiwei Sun and Baihua Zheng

Towards an Optimal Bus Frequency Scheduling: When the Waiting Time Matters

IEEE Transactions on Knowledge and Data Engineering (TKDE), 6 Nov 2020

Songsong Mo, Zhifeng Bao, Baihua Zheng and Zhiyong Peng

Querying Recurrent Convoys in a Sliding Window

ACM Transactions on Intelligent Systems and Technology (TIST), Vol. 11, Issue 5, August 2020, Article No.: 59, pp 1–24

Munkh-Erdene Yadamjav, Zhifeng Bao, Baihua Zheng, Farhana Murtaza Choudhury and Hanan Samet

TRIPDECODER: Study Travel Time Attributes and Route Preferences of Metro Systems from Smart Card Data

ACM Transactions on Data Science, 1 May 2020

Xiancai TIAN, Baihua ZHENG, Yazhe WANG, Hsiao-Ting HUANG and CHih-Chieh HUNG

Expediting the Accuracy-improving Process of SVMs for Class Imbalance Learning

IEEE Transactions on Knowledge and Data Engineering (TKDE), 18 Feb 2020

Bin Cao, Yuqi Liu, Chenyu Hou, Jing Fan, Baihua Zheng, and Jianwei Yin

2019

Knowledge Base Question Answering with a Matching-Aggregation Model and Question-Specific Contextual Relations

IEEE/ACM Trans. Audio, Speech & Language Processing 27(10): Volume 27, Number 10, 1629-1638, 10 Oct 2019

Yunshi Lan, Shuohang Wang, and Jing Jiang

2018

Scalable Urban Mobile Crowdsourcing: Handling Uncertainty in Worker Movement

ACM Transactions on Intelligent Systems and Technology (TIST), Special Issue on Urban Intelligence, 13 Feb 2018

Shih-Fen Cheng, Cen Chen, Thivya Kandappu, Hoong Chuin Lau, Archan Misra, Nikita Jaiman, Randy Tandriansyah and Desmond Koh

Predicting Episodes of Non-Conformant Mobility in Indoor Environments

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Vol. 2, No. 4, Article 172, 18 Jan 2018

Kasthuri Jayarajah, Archan Misra

Talent Flow Analytics in Online Professional Network

Data Science and Engineering Journal, 12 Aug 2018

Richard J. Oentaryo, Ee-Peng Lim, Xavier Jayaraj Siddarth Ashok, Philips Kokoh Prasetyo, Koon Han Ong and Zi Quan Lau

A Novel Representation and Compression for Queries on Trajectories in Road Networks

IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 30(4): Page 613 – 619, 1 Apr 2018

Xiaochun Yang, Bin Wang, Kai Yang, Chengfei Liu and Baihua Zheng

Understanding the effects of taxi ride-sharing — A case study of Singapore

Computers, Environment and Urban Systems Journal, 1 Feb 2018

Yazhe Wang, Baihua Zheng, Ee-Peng Lim

Sparse Passive-Aggressive Learning for Bounded Online Kernel Methods

ACM Transactions Intelligent Systems and Technology Vol. 9, No. 4, Article 45, 1 Jan 2018

Jing Lu, Doyen Sahoo, Peilin Zhao, Steven C. H. Hoi

Exploiting User and Venue Characteristics for Fine-Grained Tweet Geolocation

ACM Transactions on Information Systems, Vol. 36, No.3, Page 26:1-26:34, 3 Apr 2018

Wen-Haw Chong and Ee-Peng Lim

Do your friends make you buy this brand? - Modeling social recommendation with topics and brands

Data Mining and Knowledge Discovery Journal, 32(2): 287-319 (2018)

Duc Minh Luu and Ee-Peng Lim

2017

Large-Scale Online Feature Selection for Ultra-High Dimensional Sparse Data

ACM Transactions on Knowledge Discovery from Data (ACM TKDD), Vol. 11 No. 4, 1 Aug 2017

Yue Wu, Steven C. H. Hoi, Tao Mei, Nenghai Yu

Collaborative Topic Regression for Online Recommender Systems: An Online and Bayesian Approach

Machine Learning Journal, Vol. 106 No. 5, 1 May 2017

Chenghao Liu, Tao Jin, Steven C.H. Hoi, Peilin Zhao, Jianling Sun

Modeling Topics and Behavior of Microbloggers: An Integrated Approach

ACM Transactions on Intelligent Systems and Technology, 8(3): 44:1-44:37, 22 Apr 2017

Tuan-Anh Hoang, Ee-Peng Lim

COMPRESS: A Comprehensive Framework of Trajectory Compression in Road Networks

ACM Transactions on Database Systems, Volume 42

Yunheng Han, Weiwei Sun and Baihua Zheng

2016

Learning with Differential Privacy: Stability, Learnability and the Sufficiency and Necessity of ERM Principle

Journal of Machine Learning Research, (forthcoming)

Yu-Xiang WANG, Jing LEI and Stephen FIENBERG

Orienteering Problem: A Survey of Recent Variants, Solution Approaches and Applications

European Journal of Operational Research, (2016)

Aldy GUNAWAN, Hoong Chuin LAU and Pieter VANSTEENWEGEN

Inference Using Noisy Degrees – Differentially Private ß-Model and Synthetic Graphs

Annals of Statistics, (2016)

Vishesh KARWA and Aleksandra SLAVKOVIC

2015

An Empirical Estimator for the Sparsity of a Large Covariance Matrix Under Multivariate Normal Assumptions

Annals of the Institute of Statistical Mathematics, (2015)

Binyan JIANG



2014

Robust Bayesian Graphical Modeling Using Dirichlet t-Distributions

Bayesian Analysis, (2014)

Michael FINEGOLD and Mathias DRTON

Understanding the Paradigm Shift to Computational Social Science in the Presence of Big Data

Decision Support Systems, (2014)

Ray M. CHANG, Robert J. KAUFFMAN and Young Ok KWON

How to Conduct Distributed Incomplete Pattern Matching

IEEE Transactions on Parallel and Distributed Systems, (2014)

Siyuan LIU, Lei KANG, Lei CHEN and Lionel NI

Inducing Customers to Try New Goods

Review of Industrial Organization, (2014)

Alessandro ACQUISTI

Detecting Click Fraud in Online Advertising: A Data Mining Approach

Journal of Machine Learning Research, (2014)

Richard OENTARYO, Ee-Peng LIM, Michael FINEGOLD, David LO and Feida ZHU



2013

Valuation of Participation in Social Gaming

International Journal of Electronic Commerce, (2013)

Kwansoo KIM, Byungjoon YOO and Robert J. KAUFFMAN

VAIT: A Visual Analytics System for Metropolitan Transportation

IEEE Transactions on Intelligent Transportation Systems, (2013)

Siyuan LIU, Jiansu PU, Qiong LUO, Huamin QU, Lionel M. NI and Ramayya KRISHNAN

Fraud Detection from Taxis’ Driving Behaviors

IEEE Transactions on Vehicular Technology, (2013)

Siyuan LIU, Lionel NI and Ramayya KRISHNAN

Maximum Likelihood Estimation in the Network Model

Annals of Statistics, (2013)

Alessandro Rinaldo , Sonja Petovi? and Stephen E. Fienberg

Detecting Crowdedness Spot in City Transportation

IEEE Transactions on Intelligent Transportation Systems, (2013)

Siyuan LIU, Yunhuai LI, Lionel NI, Minglu LI and Jianping FAN

Business Intelligence and Analytics: Research Directions

IEEE Transactions on Intelligent Transportation Systems, (2013)

Ee-Peng LIM, Hsinchun CHEN and Guoqing CHEN



2012

Who is Retweeting the Tweeters? Modeling Originating and Promoting Behaviors in Twitter Network.

ACM Transactions on Management Information Systems, (2012)

Ee-Peng LIM, Jing JIANG and Tuan-Anh HOANG

Achieving Both Valid and Secure Logistic Regression Analysis on Aggregated Data from Different Private Sources

Journal of Privacy and Confidentiality, (2012)

Yuval NARDI, Stephen FIENBERG and Robert J. HALL

Privacy-Preserving Data Sharing in High Dimensional Regression and Classification Settings

Journal of Privacy and Confidentiality, (2012)

Stephen E. FIENBERG and Jiashun JIN

?Privacy and Market Failures: Three Reasons for Concern, and Three Reasons for Hope

Journal on Telecommunications and High Technology Law, (2012)

Alessandro ACQUISTI

?The Impact of Relative Judgments on Concern about Privacy. Alessandro ACQUISTI

Journal of Marketing Research, (2012)

Leslie JOHN and George LOEWENSTEIN

Last updated on 10 Mar 2022 .