Publications Related to Data mining
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Efficient Identification of Tanimoto Nearest Neighbors.
David C. Anastasiu and George Karypis. IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2016.
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PL2AP: Fast Parallel Cosine Similarity Search.
David C. Anastasiu and George Karypis. 5th Workshop on Irregular applications: Architectures and Algorithms, Supercomputing, 2015.
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Tensor-Matrix Products with a Compressed Sparse Tensor.
Shaden Smith and George Karypis. 5th Workshop on Irregular applications: Architectures and Algorithms, Supercomputing, 2015.
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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.
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SPLATT: Efficient and Parallel Sparse Tensor-Matrix Multiplication.
Shaden Smith, Niranjay Ravindran, Nicholas D. Sidiropoulos, and George Karypis. 29th IEEE International Parallel & Distributed Processing Symposium, 2015.
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Mining Coevolving Induced Relational Motifs in Dynamic Networks.
Rezwan Ahmed and George Karypis. Workshop on Dynamic Networks (SDM-Networks), SIAM Data mining Conference, 2015.
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Feature-based factorized Bilinear Similarity Model for Cold-Start Top-n Item Recommendation.
Mohit Sharma, Jiayu Zhou, Junling Hu, and George Karypis. 2015 SIAM International Conference on Data Mining, 2015.
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Understanding Computer Usage Evolution.
David C. Anastasiu, Al M. Rashid, Andrea Tagarelli, and George Karypis. 31st IEEE International Conference on Data Engineering (ICDE), 2015.
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NLMF: NonLinear Matrix Factorization Methods for Top-N Recommender Systems.
Santosh Kabbur and George Karypis. 7th ICDM International Workshop on Domain Driven Data Mining (DDDM), 2014.
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