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19th KDD 2013: Chicago, IL, USA - BigMine Workshop
- Wei Fan, Albert Bifet, Qiang Yang, Philip S. Yu:
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. ACM 2013, ISBN 978-1-4503-2324-6 - Xavier Amatriain:
Big & personal: data and models behind netflix recommendations. 1-6 - Ning Guo, Yanhua Yu, Meina Song, Junde Song, Yu Fu:
Soft-CsGDT: soft cost-sensitive Gaussian decision tree for cost-sensitive classification of data streams. 7-14 - Alice Berard, Georges Hébrail:
Searching time series with Hadoop in an electric power company. 15-22 - Marcelo Mendoza
, Barbara Poblete
Long-memory time series ensembles for concept shift detection. 23-30 - Richard E. Edwards, Joshua R. New
Estimating building simulation parameters via Bayesian structure learning. 31-38 - Chen Jin, Qiang Fu, Huahua Wang, Ankit Agrawal
Solving combinatorial optimization problems using relaxed linear programming: a high performance computing perspective. 39-46 - Farhana H. Zulkernine, Patrick Martin, Wendy Powley, Sima Soltani, Serge Mankovski, Mark Addleman:
CAPRI: a tool for mining complex line patterns in large log data. 47-54 - Zheyi Rong, Jeroen De Knijf:
Direct out-of-memory distributed parallel frequent pattern mining. 55-62 - Christopher Krauss
TV predictor: personalized program recommendations to be displayed on SmartTVs. 63-70 - Gautam S. Thakur
Data-driven study of urban infrastructure to enable city-wide ubiquitous computing. 71-78 - Andreia Silva, Cláudia Antunes
Pushing constraints into data streams. 79-86 - James Howard, William A. Hoff:
Forecasting building occupancy using sensor network data. 87-94 - Jonathan W. Berry, Matthew Oster, Cynthia A. Phillips, Steven J. Plimpton, Timothy M. Shead:
Maintaining connected components for infinite graph streams. 95-102 - George Valkanas, Dimitrios Gunopulos
An architecture for detecting events in real-time using massive heterogeneous data sources. 103-109
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