Publications Related to Data Mining

  1. HOSLIM: Higher-Order Sparse Linear Method for Top-N Recommender Systems.

    Evangelia Christakopoulou and George Karypis. 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2014.

  1. Algorithms for Mining the Coevolving Relational Motifs in Dynamic Networks.

    Rezwan Ahmed and George Karypis. UMN CS 14-008, 2014.

  1. Signaling Adverse Drug Reactions with Novel Feature-based Similarity Model.

    Fan Yang, Xiaohui Yu, and George Karypis. IEEE Conf. on Bioinformatics and Biomedicine (BIBM), 2014.

  1. Personalized Multi-Regression Models for Predicting Students' Performance in Course Activities.

    Asmaa Elbadrawy, R. Scott Studham, and George Karypis. UMN CS 14-011, 2014.

  1. User-Specific Feature-based Similarity Models for Top-N Recommendation of New Items.

    Asmaa Elbadrawy and George Karypis. UMN CS 14-016, 2014.

  1. Big Data Frequent Pattern Mining.

    David C. Anastasiu, Jeremy Iverson, Shaden Smith, and George Karypis. Frequent Pattern Mining (editors: Charu C. Aggarwal and Jawei Han), Springer, 2014.

  1. Multi-threaded Modularity Based Graph Clustering using the Multilevel Paradigm.

    Dominique LaSalle and George Karypis. Journal of Parallel and Distributed Computing, 2014.

  1. MPI for Big Data: New Tricks for an Old Dog.

    Dominique LaSalle and George Karypis. Parallel Computing, 2014.

  1. L2AP: Fast Cosine Similarity Search With Prefix L-2 Norm Bounds.

    David C. Anastasiu and George Karypis. 30th IEEE International Conference on Data Engineering (ICDE), 2014.

  1. FISM: Factored Item Similarity Models for Top-N Recommender Systems.

    Santosh Kabbur, Xia Ning, and George Karypis. 19th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2013.

  1. AREM: A Novel Associative Regression Model Based on the EM Algorithm.

    Zhonghua Jiang and George Karypis. 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2013.

  1. Document Clustering: The Next Frontier.

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