SIGKDD(KDD) 2014 论文列表Proceedings of the 3rd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, BigMine 2014, New York City, USA, August 24, 2014. |
Scalable Heterogeneous Transfer Ranking.
Ensembles of Adaptive Model Rules from High-Speed Data Streams.
From Tweets to Stories: Using Stream-Dashboard to weave the twitter data stream into dynamic cluster models.
Frequent Subgraph Discovery in Large Attributed Streaming Graphs.
iPARAS: Incremental Construction of Parameter Space for Online Association Mining.
High density-focused uncertainty sampling for active learning over evolving stream data.
Scalable Graph Building from Text Data.
Towards Optimal Execution of Density-based Clustering on Heterogeneous Hardware.
The Gamma Operator for Big Data Summarization on an Array DBMS.
A Fast Distributed Stochastic Gradient Descent Algorithm for Matrix Factorization.
A Clustering Algorithm Merging MCMC and EM Methods Using SQL Queries.
Reducing Data Loading Bottleneck with Coarse Feature Vectors for Large Scale Learning.
FAQ: A Framework for Fast Approximate Query Processing on Temporal Data.
Gibbs Collapsed Sampling for Latent Dirichlet Allocation on Spark.
Parallel Graph Mining with GPUs.
Preface.