Systems and techniques for distributed and stream data mining

Keywords

Computer science, Knowledge extraction, Data stream mining, Grid, Distributed knowledge

References

• From TeraGrid to Knowledge Grid.Francine Berman — 2001
• Finding frequent items in data streamsMoses Charikar, Kevin Chen, Martı́n Farach-Colton — 2002
• A Fast Parallel Clustering Algorithm for Large Spatial DatabasesXiaowei Xu, Jochen Jäger, Hans‐Peter Kriegel — 1999
• Grid Computing: Making the Global Infrastructure a RealityFran Berman, Geoffrey Fox, Tony Hey — 2003
• Advances in Distributed and Parallel Knowledge DiscoveryHillol Kargupta, Philip K. Chan — 2000
• An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees: Bagging, Boosting, and RandomizationThomas G. Dietterich — 2000
• Data mining on NASA's Information Power GridThomas H. Hinke, Janet A. Novotny — 2000
• A fast distributed algorithm for mining association rulesDavid W. Cheung, Jiawei Han, Vincent Ng — 1996
• Streaming-data algorithms for high-quality clusteringLiadan O'Callaghan, Nita Mishra, Adam Meyerson — 2002
• Distributed data clustering can be efficient and exactGeorge Forman, Bin Zhang — 2000
• Communication-Efficient Distributed Mining of Association RulesAssaf Schuster, Ran Wolff — 2001
• Discovery net: towards a grid of knowledge discoveryVasa Ćurčin, Moustafa Ghanem, Yike Guo — 2002
• Models and issues in data stream systemsBrian Babcock, Shivnath Babu, Mayur Datar — 2002
• Parallel and distributed association mining: a surveyMohammed J. Zaki — 1999
• Finding Repeated ElementsJayadev Misra, David Gries — 1982
• Mining time-changing data streamsGeoff Hulten, Laurie Spencer, Pedro Domingos — 2001
• Computational and data Grids in large-scale science and engineeringWilliam E. Johnston — 2002
• Mining high-speed data streamsPedro Domingos, Geoff Hulten — 2000
• InfoGrid: providing information integration for knowledge discoveryNikolaos Giannadakis, Anthony Rowe, Moustafa Ghanem — 2003
• The knowledge gridMario Cannataro, Domenico Talia — 2003

Cited by

• Mining Sequences in Distributed Sensors Data for Energy ProductionJohn H. Gant — 2007
• Variance-based Clustering Technique for Distributed Data Mining ApplicationsLamine M. Aouad, Nhien‐An Le‐Khac, Tahar Kechadi — 2017

Related papers

• A Practical Knowledge Discovery Process for Distributed Data MiningJiang B. Liu, Jun Han — 2002
• Distributed Data Mining Based on Multi-agent SystemJi Chen — 2007
• Distributed Knowledge Discovery for Diverse DataHossein Hamooni — 2017
• The Study of Data Stream Mining TechnologyCheng Jun-fen — 2014
• Towards Flexibility in a Distributed Data Mining FrameworkJosé M. Peña, Ernestina Menasalvas — 2001
• Outlier detection in streaming data a research perspectiveNeeraj Chugh, Mitali Chugh, Alok Agarwal — 2014
• Online Analysis of Simulation Data with Stream-based Data MiningNiclas Feldkamp, Sören Bergmann, Steffen Straßburger — 2017
• The Theoretical Framework of Data Mining & Its TechniquesSayyad Rasheeduddin — 2013