A Survey of Distributed Mining of Data Streams
暂无分享,去创建一个
Srinivasan Parthasarathy | Amol Ghoting | Matthew Eric Otey | S. Parthasarathy | A. Ghoting | M. Otey
[1] Johannes Gehrke,et al. DEMON: mining and monitoring evolving data , 2000, Proceedings of 16th International Conference on Data Engineering (Cat. No.00CB37073).
[2] Srinivasan Parthasarathy,et al. Mining frequent itemsets in distributed and dynamic databases , 2003, Third IEEE International Conference on Data Mining.
[3] Jimeng Sun,et al. Streaming Pattern Discovery in Multiple Time-Series , 2005, VLDB.
[4] Sudipto Guha,et al. Clustering Data Streams , 2000, FOCS.
[5] D. Cheung,et al. Maintenance of Discovered Association Rules: When to update? , 1997, DMKD.
[6] Kun Liu,et al. VEDAS: A Mobile and Distributed Data Stream Mining System for Real-Time Vehicle Monitoring , 2004, SDM.
[7] Christopher Olston,et al. Distributed top-k monitoring , 2003, SIGMOD '03.
[8] Srinivasan Parthasarathy,et al. Facilitating interactive distributed data stream processing and mining , 2004, 18th International Parallel and Distributed Processing Symposium, 2004. Proceedings..
[9] Srinivasan Parthasarathy,et al. A characterization of data mining algorithms on a modern processor , 2005, DaMoN '05.
[10] Yehuda Lindell,et al. Privacy Preserving Data Mining , 2002, Journal of Cryptology.
[11] Dimitrios Gunopulos,et al. Distributed deviation detection in sensor networks , 2003, SGMD.
[12] Peter G. Neumann,et al. EMERALD: Event Monitoring Enabling Responses to Anomalous Live Disturbances , 1997, CCS 2002.
[13] Chris Clifton,et al. Privacy-preserving distributed mining of association rules on horizontally partitioned data , 2004, IEEE Transactions on Knowledge and Data Engineering.
[14] Geoff Hulten,et al. Mining high-speed data streams , 2000, KDD '00.
[15] Salvatore J. Stolfo,et al. Collaborative Distributed Intrusion Detection , 2004 .
[16] Qi Wang,et al. On the privacy preserving properties of random data perturbation techniques , 2003, Third IEEE International Conference on Data Mining.
[17] S-W Lee,et al. Biologically Motivated Computer Vision , 2000, Lecture Notes in Computer Science.
[18] Ambuj K. Singh,et al. SWAT: hierarchical stream summarization in large networks , 2003, Proceedings 19th International Conference on Data Engineering (Cat. No.03CH37405).
[19] Eyke Hüllermeier,et al. Online clustering of parallel data streams , 2006, Data Knowl. Eng..
[20] Srinivasan Parthasarathy,et al. Fast Distributed Outlier Detection in Mixed-Attribute Data Sets , 2006, Data Mining and Knowledge Discovery.
[21] Raymond T. Ng,et al. Algorithms for Mining Distance-Based Outliers in Large Datasets , 1998, VLDB.
[22] Beth Plale. Leveraging run time knowledge about event rates to improve memory utilization in wide area data stream filtering , 2002, Proceedings 11th IEEE International Symposium on High Performance Distributed Computing.
[23] Salvatore J. Stolfo,et al. A Data Mining and CIDF Based Approach for Detecting Novel and Distributed Intrusions , 2000, Recent Advances in Intrusion Detection.
[24] Christopher Olston,et al. Finding (recently) frequent items in distributed data streams , 2005, 21st International Conference on Data Engineering (ICDE'05).
[25] Ian T. Foster,et al. The data grid: Towards an architecture for the distributed management and analysis of large scientific datasets , 2000, J. Netw. Comput. Appl..
[26] Liang Chen,et al. GATES: a grid-based middleware for processing distributed data streams , 2004, Proceedings. 13th IEEE International Symposium on High performance Distributed Computing, 2004..
[27] Rajeev Motwani,et al. Approximate Frequency Counts over Data Streams , 2012, VLDB.
[28] Srinivasan Parthasarathy,et al. Towards NIC-based intrusion detection , 2003, KDD '03.
[29] Ruoming Jin,et al. Efficient decision tree construction on streaming data , 2003, KDD '03.
[30] Wenke Lee,et al. A cooperative intrusion detection system for ad hoc networks , 2003, SASN '03.
[31] Rajeev Motwani,et al. Chain: operator scheduling for memory minimization in data stream systems , 2003, SIGMOD '03.
[32] Hans-Peter Kriegel,et al. Incremental Clustering for Mining in a Data Warehousing Environment , 1998, VLDB.
[33] Lei Liu,et al. MobiMine: monitoring the stock market from a PDA , 2002, SKDD.
[34] Jennifer Widom,et al. Models and issues in data stream systems , 2002, PODS.
[35] Dong Xuan,et al. Middleware-based approach for preventing distributed deny of service attacks , 2002, MILCOM 2002. Proceedings.
[36] Jiawei Han,et al. Maintenance of discovered association rules in large databases: an incremental updating technique , 1996, Proceedings of the Twelfth International Conference on Data Engineering.
[37] Hillol Kargupta,et al. A Fourier spectrum-based approach to represent decision trees for mining data streams in mobile environments , 2004, IEEE Transactions on Knowledge and Data Engineering.
[38] Hans-Peter Kriegel,et al. DBDC: Density Based Distributed Clustering , 2004, EDBT.
[39] Angelos D. Keromytis,et al. Implementing a distributed firewall , 2000, CCS.
[40] David Wai-Lok Cheung,et al. A General Incremental Technique for Maintaining Discovered Association Rules , 1997, DASFAA.
[41] W. R. Buckland,et al. Outliers in Statistical Data , 1979 .
[42] Sanjay Ranka,et al. An Efficient Algorithm for the Incremental Updation of Association Rules in Large Databases , 1997, KDD.
[43] Philip S. Yu,et al. Loadstar: A Load Shedding Scheme for Classifying Data Streams , 2005, SDM.
[44] Srinivasan Parthasarathy,et al. Mining Frequent Itemsets in Evolving Databases , 2002, SDM.
[45] Wenke Lee,et al. Intrusion Detection Techniques for Mobile Wireless Networks , 2003, Wirel. Networks.