Publications Related to Information Retrieval

  1. Text segmentation on multilabel documents: A distant-supervised approach.

    Saurav Manchanda and George Karypis. IEEE International Conference on Data Mining, 2018.

  1. Distributed Representation of Multi-sense Words: A Loss Driven Approach.

    Saurav Manchanda and George Karypis. PAKDD 2018, LNAI 10938, pp. 337–349, 2018.

  1. Efficient Identification of Tanimoto Nearest Neighbors.

    David C. Anastasiu and George Karypis. IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2016.

  1. L2Knng: Fast Exact K-Nearest Neighbor Graph Construction with L2-Norm Pruning.

    David C. Anastasiu and George Karypis. 24th ACM International Conference on Information and Knowledge Management (CIKM), 2015.

  1. Accounting for Language Changes over Time in Document Similarity Search.

    Sara Morsy and George Karypis. UMN-CS TR 15-011, 2015.

  1. Document Clustering: The Next Frontier.

    David C. Anastasiu and Andrea Tagarelli and George Karypis. UMN-CS&E TR 13-004, 2013.

  1. Automatic Detection of Vaccine Adverse Reactions by Incorporating Historical Medical Conditions.

    Zhonghua Jiang and George Karypis. ACM Conference on Bioinformatics, Computational Biology and Biomedicine. Chicago, 2011.

  1. Methods for Effective Virtual Screening and Scaffold-Hopping in Chemical Compounds.

    Nikil Wale and George Karypis. Computational Systems Biology (CSB), pp. 403-416, 2007.

  1. Effective Document Clustering for Large Heterogeneous Law Firm Collections.

    Jack G. Conrad, Khalid Al-Kofahi, Ying Zhao, and George Karypis. 10th International Conference on Artificial Intelligence and Law (ICAIL), pp. 177-187, 2005.

  1. Topic-Driven Clustering for Document Datasets.

    Ying Zhao and George Karypis. SIAM International Conference on Data Mining, pp. 358-369, 2005.

  1. Feature-Based Recommendation System.

    Eui-Hong (Sam) Han and George Karypis. Proceedings of the 14th Conference of Information and Knowledge Management (CIKM), pp. 446 - 452, 2005.

  1. Macromolecule Mass Spectrometry: Citation Mining of User Documents.

    R. N. Kostoff, C. D. Bedford, J. Antonio del Rio, H. D. Cortes, and G. Karypis. Journal of the American Society for Mass Spectrometry, Vol. 15, No. 3, pp. 281 - 287, 2004.