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kdd | Knowledge Discovery and Data Mining (KDD)

  • 主办方 / 出版社:ACM
  • 方向:数据挖掘
  • CCF等级 / JCR分区:A类类
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.
注意,当前年度会议可能有其他论文集合,点击查看
Big & personal: data and models behind netflix recommendations.

Xavier Amatriain

Soft-CsGDT: soft cost-sensitive Gaussian decision tree for cost-sensitive classification of data streams.

Ning Guo, Yanhua Yu, Meina Song, Junde Song, Yu Fu

Searching time series with Hadoop in an electric power company.

Alice Berard, Georges Hébrail

Long-memory time series ensembles for concept shift detection.

Marcelo Mendoza, Barbara Poblete, Felipe Bravo-Marquez, Daniel Gayo-Avello

Estimating building simulation parameters via Bayesian structure learning.

Richard E. Edwards, Joshua R. New, Lynne E. Parker

Solving combinatorial optimization problems using relaxed linear programming: a high performance computing perspective.

Chen Jin, Qiang Fu, Huahua Wang, Ankit Agrawal, William Hendrix, Wei-keng Liao, Md. Mostofa Ali Patwary, Arindam Banerjee, Alok N. Choudhary

CAPRI: a tool for mining complex line patterns in large log data.

Farhana H. Zulkernine, Patrick Martin, Wendy Powley, Sima Soltani, Serge Mankovski, Mark Addleman

Direct out-of-memory distributed parallel frequent pattern mining.

Zheyi Rong, Jeroen De Knijf

TV predictor: personalized program recommendations to be displayed on SmartTVs.

Christopher Krauss, Lars George, Stefan Arbanowski

Data-driven study of urban infrastructure to enable city-wide ubiquitous computing.

Gautam S. Thakur, Pan Hui, Ahmed Helmy

Pushing constraints into data streams.

Andreia Silva, Cláudia Antunes

Forecasting building occupancy using sensor network data.

James W. Howard, William A. Hoff

Maintaining connected components for infinite graph streams.

Jonathan W. Berry, Matthew Oster, Cynthia A. Phillips, Steven J. Plimpton, Timothy M. Shead

An architecture for detecting events in real-time using massive heterogeneous data sources.

George Valkanas, Dimitrios Gunopulos, Ioannis Boutsis, Vana Kalogeraki


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