SILVERBACK+: scalable association mining via fast list intersection for columnar social data

Xie, Yusheng; Chen, Zhengzhang; Palsetia, Diana; Trajcevski, Goce; Agrawal, Ankit; Choudhary, Alok

doi:10.1007/s10115-016-0962-8

Title: SILVERBACK+: scalable association mining via fast list intersection for columnar social data

Journal Article · Mon Jul 04 00:00:00 EDT 2016 · Knowledge and Information Systems

DOI:https://doi.org/10.1007/s10115-016-0962-8· OSTI ID:1533312

Xie, Yusheng; Chen, Zhengzhang; Palsetia, Diana; Trajcevski, Goce; Agrawal, Ankit; Choudhary, Alok

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Research Organization:: Northwestern Univ., Evanston, IL (United States)

Sponsoring Organization:: USDOE Office of Science (SC)

DOE Contract Number:: SC0007456; SC0014330

OSTI ID:: 1533312

Journal Information:: Knowledge and Information Systems, Vol. 50, Issue 3; ISSN 0219-1377

Publisher:: Springer

Country of Publication:: United States

Language:: English

References (16)

Mining association rules between sets of items in large databases Agrawal, Rakesh; Imieliński, Tomasz; Swami, Arun Proceedings of the 1993 ACM SIGMOD international conference on Management of data - SIGMOD '93 https://doi.org/10.1145/170035.170072	conference	January 1993
Efficiently mining long patterns from databases Bayardo, Roberto J. Proceedings of the 1998 ACM SIGMOD international conference on Management of data - SIGMOD '98 https://doi.org/10.1145/276304.276313	conference	January 1998
Spatio-temporal data reduction with deterministic error bounds Cao, Hu; Wolfson, Ouri; Trajcevski, Goce The VLDB Journal, Vol. 15, Issue 3 https://doi.org/10.1007/s00778-005-0163-7	journal	April 2006
Parallel mining of maximal frequent itemsets from databases Chung, S. M. Proceedings. 15th IEEE International Conference on Tools with Artificial Intelligence https://doi.org/10.1109/TAI.2003.1250181	conference	January 2003
Approximate continuous querying over distributed streams Cormode, Graham; Garofalakis, Minos ACM Transactions on Database Systems, Vol. 33, Issue 2 https://doi.org/10.1145/1366102.1366106	journal	June 2008
Approximate Algorithms for Computing Spatial Distance Histograms with Accuracy Guarantees Grupcev, Vladimir; Yuan, Yongke; Tu, Yi-Cheng IEEE Transactions on Knowledge and Data Engineering, Vol. 25, Issue 9 https://doi.org/10.1109/TKDE.2012.149	journal	September 2013
Mining frequent patterns without candidate generation Han, Jiawei; Pei, Jian; Yin, Yiwen Proceedings of the 2000 ACM SIGMOD international conference on Management of data - SIGMOD '00 https://doi.org/10.1145/342009.335372	conference	January 2000
A survey on data compression in wireless sensor networks Kimura, N.; Latifi, S. International Conference on Information Technology: Coding and Computing (ITCC'05) - Volume II https://doi.org/10.1109/ITCC.2005.43	conference	January 2005
Local collaborative ranking Lee, Joonseok; Bengio, Samy; Kim, Seungyeon Proceedings of the 23rd international conference on World wide web - WWW '14 https://doi.org/10.1145/2566486.2567970	conference	January 2014
Pfp: parallel fp-growth for query recommendation Li, Haoyuan; Wang, Yi; Zhang, Dong Proceedings of the 2008 ACM conference on Recommender systems - RecSys '08 https://doi.org/10.1145/1454008.1454027	conference	January 2008
Apriori-based frequent itemset mining algorithms on MapReduce Lin, Ming-Yen; Lee, Pei-Yu; Hsueh, Sue-Chen Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication - ICUIMC '12 https://doi.org/10.1145/2184751.2184842	conference	January 2012
Preserving privacy in association rule mining with bloom filters Qiu, Ling; Li, Yingjiu; Wu, Xintao Journal of Intelligent Information Systems, Vol. 29, Issue 3 https://doi.org/10.1007/s10844-006-0018-8	journal	January 2007
Graphical Modeling of Macro Behavioral Targeting in Social Networks Xie, Yusheng; Chen, Zhengzhang; Zhang, Kunpeng Proceedings of the 2013 SIAM International Conference on Data Mining https://doi.org/10.1137/1.9781611972832.82	conference	December 2013
Probabilistic macro behavioral targeting Xie, Yusheng; Cheng, Yu; Honbo, Daniel Proceedings of the 2012 workshop on Data-driven user behavioral modelling and mining from social media - DUBMMSM '12 https://doi.org/10.1145/2390131.2390135	conference	January 2012
SILVERBACK: Scalable association mining for temporal data in columnar probabilistic databases Xie, Yusheng; Palsetia, Diana; Trajcevski, Goce 2014 IEEE 30th International Conference on Data Engineering (ICDE) https://doi.org/10.1109/ICDE.2014.6816724	conference	March 2014
A localized algorithm for parallel association mining Zaki, Mohammed Javeed; Parthasarathy, Srinivasan; Li, Wei Proceedings of the ninth annual ACM symposium on Parallel algorithms and architectures - SPAA '97 https://doi.org/10.1145/258492.258524	conference	January 1997

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