SIGKDD(KDD) 2013 论文列表
Proceedings of the 2nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, BigMine 2013, Chicago, IL, USA, August 11, 2013.
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An architecture for detecting events in real-time using massive heterogeneous data sources.
Maintaining connected components for infinite graph streams.
Forecasting building occupancy using sensor network data.
Pushing constraints into data streams.
Data-driven study of urban infrastructure to enable city-wide ubiquitous computing.
TV predictor: personalized program recommendations to be displayed on SmartTVs.
Direct out-of-memory distributed parallel frequent pattern mining.
CAPRI: a tool for mining complex line patterns in large log data.
Solving combinatorial optimization problems using relaxed linear programming: a high performance computing perspective.
Estimating building simulation parameters via Bayesian structure learning.
Long-memory time series ensembles for concept shift detection.
Searching time series with Hadoop in an electric power company.
Soft-CsGDT: soft cost-sensitive Gaussian decision tree for cost-sensitive classification of data streams.
Big & personal: data and models behind netflix recommendations.
