Publications Related to Data Mining

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

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

  1. Streaming Tensor Factorization for Infinite Data Sources.

    Shaden Smith, Kejun Huang, Nicholas Sidiropoulos, and George Karypis. SIAM Data Mining Conference, 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. Enriching Course-Specific Regression Models with Content Features for Grade Prediction.

    Qian Hu, Agoritsa Polyzou, George Karypis, and Huzefa Rangwala. International Conference on Data Science and Advanced Analytics, 2017.

  1. Parallel cosine nearest neighbor graph construction.

    David C. Anastasiu and George Karypis. Journal of Parallel and Distributed Computing, 2017.

  1. Learning from Sets of Items in Recommender Systems.

    Mohit Sharma, F. Maxwell Harper, and George Karypis. 9th Intl. Conf. on Information, Process, and Knowledge Management (eKNOW), 2017.

  1. Sparse Tensor Factorization on Many-Core Processors with High-Bandwidth Memory.

    Shaden Smith, Jongsoo Park, and George Karypis. IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2017.

  1. Exploring Optimizations on Shared-memory Platforms for Parallel Triangle Counting Algorithms.

    Ancy Sarah Tom, Narayanan Sundaram, Nesreen K. Ahmed, Shaden Smith, Stijn Eyerman, Midhunchandra Kodiyath, Ibrahim Hur, Fabrizio Petrini, and George Karypis. IEEE High Performance Extreme Computing Conference (HPEC), 2017.

  1. Truss Decomposition on Shared-Memory Parallel Systems.

    Shaden Smith, Xing Liu, Nesreen K. Ahmed, Ancy Sarah Tom, Fabrizio Petrini, and George Karypis. IEEE High Performance Extreme Computing Conference (HPEC), 2017.

  1. Accelerating the Tucker Decomposition with Compressed Sparse Tensors.

    Shaden Smith and George Karypis. European Conference on Parallel Processing, 653-668, 2017.

  1. Constrained Tensor Factorization with Accelerated AO-ADMM.

    Shaden Smith, Alec Beri, and George Karypis. 46th International Conference on Parallel Processing (ICPP), 2017.