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    First name: Jimeng
    Last name: Sun
    DBLP: 54/4948
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    Conference paper
    Mohammad Taha Bahadori, Krzysztof Chalupka, Edward Choi, Robert Chen, Walter F. Stewart, Jimeng Sun.
    Causal Regularization.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Jing Zhang, Jie Tang, Yuanyi Zhong, Yuchen Mo, Juan-Zi Li, Guojie Song, Wendy Hall, Jimeng Sun.
    StructInf: Mining Structural Influence from Social Streams.
    Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA. 2017 (0) 2017
    Conference paper
    Edward Choi, Andy Schuetz, Walter F. Stewart, Jimeng Sun.
    Using recurrent neural network models for early detection of heart failure onset.
    JAMIA 2017, Volume 24 (0) 2017
    Conference paper
    Ioakeim Perros, Evangelos E. Papalexakis, Fei Wang 0001, Richard W. Vuduc, Elizabeth Searles, Michael Thompson, Jimeng Sun.
    SPARTan: Scalable PARAFAC2 for Large Sparse Data.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Han Zhang, Maosong Sun, Xiaochen Wang, Zhengyang Song, Jie Tang, Jimeng Sun.
    Smart Jump: Automated Navigation Suggestion for Videos in MOOCs.
    Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017 2017 (0) 2017
    Conference paper
    Yejin Kim, Jimeng Sun, Hwanjo Yu, Xiaoqian Jiang.
    Federated Tensor Factorization for Computational Phenotyping.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Edward Choi, Siddharth Biswal, Bradley Malin, Jon Duke, Walter F. Stewart, Jimeng Sun.
    Generating Multi-label Discrete Electronic Health Records using Generative Adversarial Networks.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Jiajia Li, Jee Choi, Ioakeim Perros, Jimeng Sun, Richard W. Vuduc.
    Model-Driven Sparse CP Decomposition for Higher-Order Tensors.
    2017 IEEE International Parallel and Distributed Processing Symposium, IPDPS 2017, Orlando, FL, USA, May 29 - June 2, 2017 2017 (0) 2017
    Conference paper
    Siddharth Biswal, Joshua Kulas, Haoqi Sun, Balaji Goparaju, M. Brandon Westover, Matt T. Bianchi, Jimeng Sun.
    SLEEPNET: Automated Sleep Staging System via Deep Learning.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Yejin Kim, Jimeng Sun, Hwanjo Yu, Xiaoqian Jiang.
    Federated Tensor Factorization for Computational Phenotyping.
    Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017 2017 (0) 2017
    Conference paper
    Edward Choi, Mohammad Taha Bahadori, Le Song, Walter F. Stewart, Jimeng Sun.
    GRAM: Graph-based Attention Model for Healthcare Representation Learning.
    Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017 2017 (0) 2017
    Conference paper
    Ioakeim Perros, Evangelos E. Papalexakis, Fei Wang, Richard W. Vuduc, Elizabeth Searles, Michael Thompson, Jimeng Sun.
    SPARTan: Scalable PARAFAC2 for Large Sparse Data.
    Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017 2017 (0) 2017
    Conference paper
    Yutao Zhang, Robert Chen, Jie Tang, Walter F. Stewart, Jimeng Sun.
    LEAP: Learning to Prescribe Effective and Safe Treatment Combinations for Multimorbidity.
    Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017 2017 (0) 2017
    Conference paper
    Ioakeim Perros, Fei Wang 0001, Ping Zhang, Peter Walker, Richard W. Vuduc, Jyotishman Pathak, Jimeng Sun.
    Polyadic Regression and its Application to Chemogenomics.
    Proceedings of the 2017 SIAM International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017. 2017 (0) 2017
    Conference paper
    Jette Henderson, Joyce C. Ho, Abel N. Kho, Joshua C. Denny, Bradley Malin, Jimeng Sun, Joydeep Ghosh.
    Granite: Diversified, Sparse Tensor Factorization for Electronic Health Record-Based Phenotyping.
    2017 IEEE International Conference on Healthcare Informatics, ICHI 2017, Park City, UT, USA, August 23-26, 2017 2017 (0) 2017
    Conference paper
    Zhaoming Wu, Charu C. Aggarwal, Jimeng Sun.
    The Troll-Trust Model for Ranking in Signed Networks.
    Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 2016 2016 (0) 2016
    Conference paper
    Edward Choi, Mohammad Taha Bahadori, Elizabeth Searles, Catherine Coffey, Jimeng Sun.
    Multi-layer Representation Learning for Medical Concepts.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Edward Choi, Andy Schuetz, Walter F. Stewart, Jimeng Sun.
    Medical Concept Representation Learning from Electronic Health Records and its Application on Heart Failure Prediction.
    CoRR 2016, Volume 0 (0) 2016
    Journal article
    Yuyu Zhang, Mohammad Taha Bahadori, Hang Su, Jimeng Sun.
    FLASH: Fast Bayesian Optimization for Data Analytic Pipelines.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Zhijun Yin, You Chen, Daniel Fabbri, Jimeng Sun, Bradley Malin.
    #PrayForDad: Learning the Semantics Behind Why Social Media Users Disclose Health Information.
    Proceedings of the Tenth International Conference on Web and Social Media, Cologne, Germany, May 17-20, 2016. 2016 (0) 2016
    Conference paper
    Edward Choi, Mohammad Taha Bahadori, Elizabeth Searles, Catherine Coffey, Michael Thompson, James Bost, Javier Tejedor-Sojo, Jimeng Sun.
    Multi-layer Representation Learning for Medical Concepts.
    Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016 2016 (0) 2016
    Conference paper
    Yuyu Zhang, Mohammad Taha Bahadori, Hang Su, Jimeng Sun.
    FLASH: Fast Bayesian Optimization for Data Analytic Pipelines.
    Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016 2016 (0) 2016
    Journal article
    Rachel L. Richesson, Jimeng Sun, Jyotishman Pathak, Abel N. Kho, Joshua C. Denny.
    Clinical phenotyping in selected national networks: demonstrating the need for high-throughput, portable, and computational methods.
    Artificial Intelligence in Medicine 2016, Volume 71 (0) 2016
    Conference paper
    Edward Choi, Mohammad Taha Bahadori, Andy Schuetz, Walter F. Stewart, Jimeng Sun.
    RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Ioakeim Perros, Robert Chen, Richard W. Vuduc, Jimeng Sun.
    Sparse Hierarchical Tucker Factorization and its Application to Healthcare.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Edward Choi, Mohammad Taha Bahadori, Le Song, Walter F. Stewart, Jimeng Sun.
    GRAM: Graph-based Attention Model for Healthcare Representation Learning.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Edward Choi, Mohammad Taha Bahadori, Jimeng Sun, Joshua Kulas, Andy Schuetz, Walter F. Stewart.
    RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism.
    Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain 2016 (0) 2016
    Conference paper
    Edward Choi, Mohammad Taha Bahadori, Andy Schuetz, Walter F. Stewart, Jimeng Sun.
    Doctor AI: Predicting Clinical Events via Recurrent Neural Networks.
    Proceedings of the 1st Machine Learning in Health Care, MLHC 2016, Los Angeles, CA, USA, August 19-20, 2016 2016 (0) 2016
    Conference paper
    Kunal Malhotra, Shamkant B. Navathe, Duen Horng Chau, Costas Hadjipanayis, Jimeng Sun.
    Constraint based temporal event sequence mining for Glioblastoma survival prediction.
    Journal of Biomedical Informatics 2016, Volume 61 (0) 2016
    Conference paper
    Yuan Luo, Jimeng Sun, Xiaoqian Jiang, Fei Wang.
    Computational Phenotyping Methods.
    AMIA 2016, American Medical Informatics Association Annual Symposium, Chicago, IL, USA, November 12-16, 2016 2016 (0) 2016
    Conference paper
    Fei Wang 0001, Jimeng Sun.
    Survey on distance metric learning and dimensionality reduction in data mining.
    Data Min. Knowl. Discov. 2015, Volume 29 (0) 2015
    Conference paper
    Fei Wang 0001, Jimeng Sun.
    PSF: A Unified Patient Similarity Evaluation Framework Through Metric Learning With Weak Supervision.
    IEEE J. Biomedical and Health Informatics 2015, Volume 19 (0) 2015
    Conference paper
    Jie Tang, Zhanpeng Fang, Jimeng Sun.
    Incorporating Social Context and Domain Knowledge for Entity Recognition.
    Proceedings of the 24th International Conference on World Wide Web, WWW 2015, Florence, Italy, May 18-22, 2015 2015 (0) 2015
    Journal article
    You Chen, Joydeep Ghosh, Cosmin Adrian Bejan, Carl A. Gunter, Siddharth Gupta, Abel N. Kho, David M. Liebovitz, Jimeng Sun, Joshua C. Denny, Bradley Malin.
    Building bridges across electronic health record systems through inferred phenotypic topics.
    Journal of Biomedical Informatics 2015, Volume 55 (0) 2015
    Conference paper
    Yichen Wang, Robert Chen, Joydeep Ghosh, Joshua C. Denny, Abel N. Kho, You Chen, Bradley Malin, Jimeng Sun.
    Rubik: Knowledge Guided Tensor Factorization and Completion for Health Data Analytics.
    Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015 2015 (0) 2015
    Conference paper
    Rahul C. Basole, Mark L. Braunstein, Jimeng Sun.
    Data and Analytics Challenges for a Learning Healthcare System.
    J. Data and Information Quality 2015, Volume 6 (0) 2015
    Conference paper
    Jiajia Li, Casey Battaglino, Ioakeim Perros, Jimeng Sun, Richard W. Vuduc.
    An input-adaptive and in-place approach to dense tensor-times-matrix multiply.
    Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2015, Austin, TX, USA, November 15-20, 2015 2015 (0) 2015
    Conference paper
    Edward Choi, Mohammad Taha Bahadori, Jimeng Sun.
    Doctor AI: Predicting Clinical Events via Recurrent Neural Networks.
    CoRR 2015, Volume 0 (0) 2015
    Conference paper
    Nan Du, Yichen Wang, Niao He, Jimeng Sun, Le Song.
    Time-Sensitive Recommendation From Recurrent User Activities.
    Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada 2015 (0) 2015
    Conference paper
    Ioakeim Perros, Robert Chen, Richard W. Vuduc, Jimeng Sun.
    Sparse Hierarchical Tucker Factorization and Its Application to Healthcare.
    2015 IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, NJ, USA, November 14-17, 2015 2015 (0) 2015
    Conference paper
    Edward Choi, Nan Du, Robert Chen, Le Song, Jimeng Sun.
    Constructing Disease Network and Temporal Progression Model via Context-Sensitive Hawkes Process.
    2015 IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, NJ, USA, November 14-17, 2015 2015 (0) 2015
    Conference paper
    Dong Han, Shuang Wang, Chao Jiang, Xiaoqian Jiang, Hyeon-Eui Kim, Jimeng Sun, Lucila Ohno-Machado.
    Trends in biomedical informatics: automated topic analysis of JAMIA articles.
    JAMIA 2015, Volume 22 (0) 2015
    Conference paper
    Jina J. Dcruz, Kelly Ryder, Edward Choi, Sizhe Lin, Aashu B. Singh, Hang Su, Sridhar R. Papagari Sangareddy, Herman D. Tolentino, Jimeng Sun.
    Information System for Mobile Immersive Learning Environment for Just-in-Time Learning in Public Health.
    AMIA 2015, American Medical Informatics Association Annual Symposium, San Francisco, CA, USA, November 14-18, 2015 2015 (0) 2015
    Conference paper
    Robert Chen, Hang Su, Yi Zhen, Mohammad Khalilia, Daniel Hirsch, Michael Thompson, Tod Davis, Yue Peng, Sizhe Lin, Javier Tejedor-Sojo, Elizabeth Searles, Jimeng Sun.
    Cloud-based Predictive Modeling System and its Application to Asthma Readmission Prediction.
    AMIA 2015, American Medical Informatics Association Annual Symposium, San Francisco, CA, USA, November 14-18, 2015 2015 (0) 2015
    Conference paper
    Edward Choi, Jina J. Dcruz, Sizhe Lin, Aashu B. Singh, Hang Su, Kelly Ryder, Sridhar R. Papagari Sangareddy, Herman D. Tolentino, Jimeng Sun.
    System Architecture of CDC I-SMILE Recommendation Engine.
    AMIA 2015, American Medical Informatics Association Annual Symposium, San Francisco, CA, USA, November 14-18, 2015 2015 (0) 2015
    Conference paper
    Mohammad Khalilia, Myung Choi, Amelia Henderson, Sneha Iyengar, Mark L. Braunstein, Jimeng Sun.
    Clinical Predictive Modeling Development and Deployment through FHIR Web Services.
    AMIA 2015, American Medical Informatics Association Annual Symposium, San Francisco, CA, USA, November 14-18, 2015 2015 (0) 2015
    Book chapter
    Walter F. Stewart, Jason Roy, Jimeng Sun, Shahram Ebadollahi.
    Clinical Utility of Machine Learning and Longitudinal EHR Data.
    Machine Learning in Healthcare Informatics 2014, Volume 56 (0) 2014
    Conference paper
    Jimeng Sun, Candace D. McNaughton, Ping Zhang, Adam Perer, Aris Gkoulalas-Divanis, Joshua C. Denny, Jacqueline Kirby, Thomas A. Lasko, Alexander Saip, Bradley Malin.
    Predicting changes in hypertension control using electronic health records from a chronic disease management program.
    JAMIA 2014, Volume 21 (0) 2014
    Conference paper
    Jie Tang, Jimeng Sun.
    Computational models for social influence analysis: [extended abstract].
    23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume 2014 (0) 2014
    Journal article
    Kenney Ng, Amol Ghoting, Steven R. Steinhubl, Walter F. Stewart, Bradley Malin, Jimeng Sun.
    PARAMO: A PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records.
    Journal of Biomedical Informatics 2014, Volume 48 (0) 2014
    Journal article
    Aris Gkoulalas-Divanis, Grigorios Loukides, Jimeng Sun.
    Toward smarter healthcare: Anonymizing medical data to support research studies.
    IBM Journal of Research and Development 2014, Volume 58 (0) 2014
    Conference paper
    Joyce C. Ho, Joydeep Ghosh, Jimeng Sun.
    Extracting Phenotypes from Patient Claim Records Using Nonnegative Tensor Factorization.
    Brain Informatics and Health - International Conference, BIH 2014, Warsaw, Poland, August 11-14, 2014, Proceedings 2014 (0) 2014
    Conference paper
    Aris Gkoulalas-Divanis, Grigorios Loukides, Jimeng Sun.
    Publishing data from electronic health records while preserving privacy: A survey of algorithms.
    Journal of Biomedical Informatics 2014, Volume 50 (0) 2014
    Conference paper
    Joyce C. Ho, Joydeep Ghosh, Jimeng Sun.
    Marble: high-throughput phenotyping from electronic health records via sparse nonnegative tensor factorization.
    The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '14, New York, NY, USA - August 24 - 27, 2014 2014 (0) 2014
    Journal article
    Joyce C. Ho, Joydeep Ghosh, Steven R. Steinhubl, Walter F. Stewart, Joshua C. Denny, Bradley Malin, Jimeng Sun.
    Limestone: High-throughput candidate phenotype generation via tensor factorization.
    Journal of Biomedical Informatics 2014, Volume 52 (0) 2014
    Conference paper
    Roy J. Byrd, Steven R. Steinhubl, Jimeng Sun, Shahram Ebadollahi, Walter F. Stewart.
    Automatic identification of heart failure diagnostic criteria, using text analysis of clinical notes from electronic health records.
    I. J. Medical Informatics 2014, Volume 83 (0) 2014
    Conference paper
    Aris Gkoulalas-Divanis, Grigorios Loukides, Li Xiong 0001, Jimeng Sun.
    Informatics methods in medical privacy.
    Journal of Biomedical Informatics 2014, Volume 50 (0) 2014
    Conference paper
    Fei Wang 0001, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi, Andrew F. Laine.
    A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data.
    IEEE Trans. Pattern Anal. Mach. Intell. 2013, Volume 35 (0) 2013
    Conference paper
    Jimeng Sun, Jie Tang.
    Models and algorithms for social influence analysis.
    Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013 2013 (0) 2013
    Conference paper
    Sen Wu, Jimeng Sun, Jie Tang.
    Patent partner recommendation in enterprise social networks.
    Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013 2013 (0) 2013
    Conference paper
    Niels Peek, John H. Holmes, Fernando Martín-Sánchez, Jimeng Sun.
    Big Data Analytics in Biomedicine and Health: Trends and Challenges.
    MEDINFO 2013 - Proceedings of the 14th World Congress on Medical and Health Informatics, 20-13 August 2013, Copenhagen, Denmark 2013 (0) 2013
    Conference paper
    Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos, Philip S. Yu.
    Dimensionality Reduction and Filtering on Time Series Sensor Streams.
    Managing and Mining Sensor Data 2013 (0) 2013
    Conference paper
    Jimeng Sun, Chandan K. Reddy.
    Big data analytics for healthcare.
    The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013 2013 (0) 2013
    Conference paper
    Jie Tang, Sen Wu, Jimeng Sun.
    Confluence: conformity influence in large social networks.
    The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013 2013 (0) 2013
    Conference paper
    Jiayu Zhou, Zhaosong Lu, Jimeng Sun, Lei Yuan, Fei Wang, Jieping Ye.
    FeaFiner: biomarker identification from medical data through feature generalization and selection.
    The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013 2013 (0) 2013
    Conference paper
    Jianying Hu, Yashu Liu, Jimeng Sun, Jieping Ye, Jiayu Zhou.
    Patient Risk Prediction Model via Top-k Stability Selection.
    Proceedings of the 13th SIAM International Conference on Data Mining, May 2-4, 2013. Austin, Texas, USA. 2013 (0) 2013
    Conference paper
    Niels Peek, Jimeng Sun, John H. Holmes, Fernando Martín-Sánchez, Riccardo Bellazzi.
    Biomedical and Healthcare Analytics on Big Data.
    AMIA 2013, American Medical Informatics Association Annual Symposium, Washington, DC, USA, November 16-20, 2013 2013 (0) 2013
    Journal article
    Fei Wang 0001, Jimeng Sun, Shahram Ebadollahi.
    Composite distance metric integration by leveraging multiple experts' inputs and its application in patient similarity assessment.
    Statistical Analysis and Data Mining 2012, Volume 5 (0) 2012
    Conference paper
    Jie Tang, Yuan Zhang, Jimeng Sun, Jinghai Rao, Wenjing Yu, Yiran Chen, Alvis Cheuk M. Fong.
    Quantitative Study of Individual Emotional States in Social Networks.
    T. Affective Computing 2012, Volume 3 (0) 2012
    Conference paper
    Jie Tang, Sen Wu, Jimeng Sun, Hang Su.
    Cross-domain collaboration recommendation.
    The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 2012 2012 (0) 2012
    Conference paper
    Fei Wang 0001, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi.
    Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach.
    The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 2012 2012 (0) 2012
    Conference paper
    Parikshit Sondhi, Jimeng Sun, Hanghang Tong, ChengXiang Zhai.
    SympGraph: a framework for mining clinical notes through symptom relation graphs.
    The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 2012 2012 (0) 2012
    Conference paper
    Gengxin Miao, Ziyu Guan, Louise E. Moser, Xifeng Yan, Shu Tao, Nikos Anerousis, Jimeng Sun.
    Latent association analysis of document pairs.
    The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 2012 2012 (0) 2012
    Conference paper
    Parikshit Sondhi, Jimeng Sun, ChengXiang Zhai, Robert Sorrentino, Martin S. Kohn.
    Leveraging medical thesauri and physician feedback for improving medical literature retrieval for case queries.
    JAMIA 2012, Volume 19 (0) 2012
    Conference paper
    Dijun Luo, Fei Wang 0001, Jimeng Sun, Marianthi Markatou, Jianying Hu, Shahram Ebadollahi.
    SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications.
    Proceedings of the Twelfth SIAM International Conference on Data Mining, Anaheim, California, USA, April 26-28, 2012. 2012 (0) 2012
    Conference paper
    Marianthi Markatou, Prabani Kuruppumullage Don, Jianying Hu, Fei Wang 0001, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi.
    Case-based reasoning in comparative effectiveness research.
    IBM Journal of Research and Development 2012, Volume 56 (0) 2012
    Conference paper
    Daby M. Sow, Jimeng Sun, Alain Biem, Jianying Hu, Marion Blount, Shahram Ebadollahi.
    Real-time analysis for short-term prognosis in intensive care.
    IBM Journal of Research and Development 2012, Volume 56 (0) 2012
    Conference paper
    David Gotz, Jimeng Sun, Nan Cao.
    Multifaceted visual analytics for healthcare applications.
    IBM Journal of Research and Development 2012, Volume 56 (0) 2012
    Conference paper
    U. Kang, Hanghang Tong, Jimeng Sun, Ching-Yung Lin, Christos Faloutsos.
    gbase: an efficient analysis platform for large graphs.
    VLDB J. 2012, Volume 21 (0) 2012
    Journal article
    Jimeng Sun, Fei Wang 0001, Jianying Hu, Shahram Edabollahi.
    Supervised patient similarity measure of heterogeneous patient records.
    SIGKDD Explorations 2012, Volume 14 (0) 2012
    Conference paper
    Fei Wang 0001, Jianying Hu, Jimeng Sun.
    Medical prognosis based on patient similarity and expert feedback.
    Proceedings of the 21st International Conference on Pattern Recognition, ICPR 2012, Tsukuba, Japan, November 11-15, 2012 2012 (0) 2012
    Conference paper
    U. Kang, Hanghang Tong, Jimeng Sun.
    Fast Random Walk Graph Kernel.
    Proceedings of the Twelfth SIAM International Conference on Data Mining, Anaheim, California, USA, April 26-28, 2012. 2012 (0) 2012
    Conference paper
    Adam Perer, Jimeng Sun.
    MatrixFlow: Temporal Network Visual Analytics to Track Symptom Evolution during Disease Progression.
    AMIA 2012, American Medical Informatics Association Annual Symposium, Chicago, Illinois, USA, November 3-7, 2012 2012 (0) 2012
    Conference paper
    Jianying Hu, Fei Wang 0001, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi.
    A Healthcare Utilization Analysis Framework for Hot Spotting and Contextual Anomaly Detection.
    AMIA 2012, American Medical Informatics Association Annual Symposium, Chicago, Illinois, USA, November 3-7, 2012 2012 (0) 2012
    Conference paper
    David Gotz, Harry Stavropoulos, Jimeng Sun, Fei Wang.
    ICDA: A Platform for Intelligent Care Delivery Analytics.
    AMIA 2012, American Medical Informatics Association Annual Symposium, Chicago, Illinois, USA, November 3-7, 2012 2012 (0) 2012
    Conference paper
    Jimeng Sun, Jianying Hu, Dijun Luo, Marianthi Markatou, Fei Wang 0001, Shahram Ebadollahi, Zahra Daar, Walter F. Stewart.
    Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records.
    AMIA 2012, American Medical Informatics Association Annual Symposium, Chicago, Illinois, USA, November 3-7, 2012 2012 (0) 2012
    Conference paper
    Jimeng Sun, Yan Liu, Jie Tang, Chid Apte.
    Introduction to Special Issue on Large-Scale Data Mining.
    TKDD 2010, Volume 5 (0) 2011
    Journal article
    David Gotz, Jimeng Sun.
    IEEE VisWeek Workshop on Visual Analytics in Health Care 2010.
    SIGHIT Record 2011, Volume 1 (0) 2011
    Conference paper
    Fei Wang, Jimeng Sun, Jianying Hu, Shahram Ebadollahi.
    iMet: Interactive Metric Learning in Healthcare Applications.
    Proceedings of the Eleventh SIAM International Conference on Data Mining, SDM 2011, April 28-30, 2011, Mesa, Arizona, USA 2011 (0) 2011
    Conference paper
    Fei Wang, Jimeng Sun, Shahram Ebadollahi.
    Integrating Distance Metrics Learned from Multiple Experts and its Application in Inter-Patient Similarity Assessment.
    Proceedings of the Eleventh SIAM International Conference on Data Mining, SDM 2011, April 28-30, 2011, Mesa, Arizona, USA 2011 (0) 2011
    Conference paper
    U. Kang, Spiros Papadimitriou, Jimeng Sun, Hanghang Tong.
    Centralities in Large Networks: Algorithms and Observations.
    Proceedings of the Eleventh SIAM International Conference on Data Mining, SDM 2011, April 28-30, 2011, Mesa, Arizona, USA 2011 (0) 2011
    Conference paper
    Fei Wang, Noah Lee, Jimeng Sun, Jianying Hu, Shahram Ebadollahi.
    Automatic Group Sparse Coding.
    Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2011, San Francisco, California, USA, August 7-11, 2011 2011 (0) 2011
    Conference paper
    U. Kang, Hanghang Tong, Jimeng Sun, Ching-Yung Lin, Christos Faloutsos.
    GBASE: a scalable and general graph management system.
    Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24, 2011 2011 (0) 2011
    Conference paper
    Chi Wang, Jie Tang, Jimeng Sun, Jiawei Han 0001.
    Dynamic Social Influence Analysis through Time-Dependent Factor Graphs.
    International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011, Kaohsiung, Taiwan, 25-27 July 2011 2011 (0) 2011
    Conference paper
    Yu-Ru Lin, Jimeng Sun, Hari Sundaram, Aisling Kelliher, Paul Castro, Ravi B. Konuru.
    Community Discovery via Metagraph Factorization.
    TKDD 2010, Volume 5 (0) 2011
    Conference paper
    Nan Cao, David Gotz, Jimeng Sun, Huamin Qu.
    DICON: Interactive Visual Analysis of Multidimensional Clusters.
    IEEE Trans. Vis. Comput. Graph. 2011, Volume 17 (0) 2011
    Conference paper
    Noah Lee, Andrew F. Laine, Jianying Hu, Fei Wang, Jimeng Sun, Shahram Ebadollahi.
    Mining Electronic Medical Records to Explore the Linkage between Healthcare Resource Utilization and Disease Severity in Diabetic Patients.
    2011 IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology, HISB 2011, San Jose, CA, USA, July 26-29, 2011 2011 (0) 2011
    Conference paper
    Joseph P. Bigus, Murray Campbell, Boaz Carmeli, Melissa Cefkin, Henry Chang, Ching-Hua Chen-Ritzo, William F. Cody, Shahram Ebadollahi, Alexandre V. Evfimievski, Ariel Farkash, Susanne Glissmann, David Gotz, Tyrone Grandison, Daniel Gruhl, Peter J. Haas, Mark J. H. Hsiao, Pei-Yun Sabrina Hsueh, Jianying Hu, Joseph M. Jasinski, James H. Kaufman, Cheryl A. Kieliszewski, Martin S. Kohn, Sarah E. Knoop, Paul P. Maglio, Ronald L. Mak, Haim Nelken, Chalapathy Neti, Hani Neuvirth, Yue Pan, Yardena Peres, Sreeram Ramakrishnan, Michal Rosen-Zvi, Sondra R. Renly, Patricia G. Selinger, Amnon Shabo, Robert Sorrentino, Jimeng Sun, Tanveer F. Syeda-Mahmood, Wang-Chiew Tan, Ying Y. Y. Tao, Reza Yaesoubi, Xinxin Zhu.
    Information technology for healthcare transformation.
    IBM Journal of Research and Development 2011, Volume 55 (0) 2011
    Conference paper
    Nan Cao, David Gotz, Jimeng Sun, Yu-Ru Lin, Huamin Qu.
    SolarMap: Multifaceted Visual Analytics for Topic Exploration.
    11th IEEE International Conference on Data Mining, ICDM 2011, Vancouver, BC, Canada, December 11-14, 2011 2011 (0) 2011
    Book chapter
    Jimeng Sun, Jie Tang.
    A Survey of Models and Algorithms for Social Influence Analysis.
    Social Network Data Analytics 2011 (0) 2011
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