Clustering large datasets using K-means modified inter and intra clustering (KM-I2C) in Hadoop
暂无分享,去创建一个
Pakanati Chenna Reddy | Chowdam Sreedhar | Nagulapally Kasiviswanath | C. Sreedhar | N. Kasiviswanath | Pakanti Chenna Reddy
[1] Douglas H. Fisher,et al. Knowledge Acquisition Via Incremental Conceptual Clustering , 1987, Machine Learning.
[2] Min Chen. Soft Clustering for Very Large Data Sets , 2017 .
[3] Chun-Wei Tsai,et al. Parallel Black Hole Clustering Based on MapReduce , 2015, 2015 IEEE International Conference on Systems, Man, and Cybernetics.
[4] Mahadev Konar,et al. ZooKeeper: Wait-free Coordination for Internet-scale Systems , 2010, USENIX ATC.
[5] P. Rousseeuw. Silhouettes: a graphical aid to the interpretation and validation of cluster analysis , 1987 .
[6] Pete Wyckoff,et al. Hive - A Warehousing Solution Over a Map-Reduce Framework , 2009, Proc. VLDB Endow..
[7] Andrew McCallum,et al. Efficient clustering of high-dimensional data sets with application to reference matching , 2000, KDD '00.
[8] Teofilo F. GONZALEZ,et al. Clustering to Minimize the Maximum Intercluster Distance , 1985, Theor. Comput. Sci..
[9] Allen D. Malony,et al. Scaling Spark on HPC Systems , 2016, HPDC.
[10] Thomas S. Huang,et al. Supporting Ranked Boolean Similarity Queries in MARS , 1998, IEEE Trans. Knowl. Data Eng..
[11] Ravi Kumar,et al. Pig latin: a not-so-foreign language for data processing , 2008, SIGMOD Conference.
[12] Qing He,et al. Parallel K-Means Clustering Based on MapReduce , 2009, CloudCom.
[13] Deepak Vohra,et al. Practical Hadoop Ecosystem , 2016, Apress.
[14] C. Sreedhar,et al. A Survey on Big Data Management and Job Scheduling , 2015 .
[15] Madhu Siddalingaiah,et al. Pro Apache Hadoop , 2014, Apress.
[16] Thierry Bertin-Mahieux,et al. The Million Song Dataset , 2011, ISMIR.
[17] Yang Liu,et al. EST Clustering in Large Dataset with MapReduce , 2010, 2010 First International Conference on Pervasive Computing, Signal Processing and Applications.
[18] Duc Truong Pham,et al. A two-phase K-means algorithm for large datasets , 2004 .
[19] Saket Kumar,et al. Transaction support for HBase , 2014, COMAD.
[20] Anil K. Jain,et al. A self-organizing network for hyperellipsoidal clustering (HEC) , 1996, IEEE Trans. Neural Networks.
[21] Christos Faloutsos,et al. Clustering very large multi-dimensional datasets with MapReduce , 2011, KDD.
[22] Wei Fang,et al. Meteorological Data Analysis Using MapReduce , 2014, TheScientificWorldJournal.
[23] Thomas Hofmann,et al. Map-Reduce for Machine Learning on Multicore , 2007 .
[24] Yan Yang,et al. A Parallel Cop-Kmeans Clustering Algorithm Based on MapReduce Framework , 2011 .
[25] Jiawei Han,et al. Data Mining: Concepts and Techniques , 2000 .
[26] Shiping Wang,et al. [A new method for EST clustering]. , 2003, Yi chuan xue bao = Acta genetica Sinica.
[27] Peter C. Cheeseman,et al. Bayesian Classification (AutoClass): Theory and Results , 1996, Advances in Knowledge Discovery and Data Mining.
[28] Ali S. Hadi,et al. Finding Groups in Data: An Introduction to Chster Analysis , 1991 .
[29] R. J. Shanley,et al. Delineation and analysis of clusters in orientation data , 1976 .
[30] C. Sreedhar,et al. A Novel Multilevel Queue based Performance Analysis of Hadoop Job Schedulers , 2016 .
[31] Heikki Mannila,et al. Similarity of Attributes by External Probes , 1998, KDD.
[32] Zili Zhang,et al. A distributed spatial-temporal weighted model on MapReduce for short-term traffic flow forecasting , 2016, Neurocomputing.
[33] Pedro M. Domingos. Linear-Time Rule Induction , 1996, KDD.
[34] Inderjit S. Dhillon,et al. Concept Decompositions for Large Sparse Text Data Using Clustering , 2004, Machine Learning.
[35] Fabio Kon,et al. InteGrade : a Tool for Executing Parallel Applications on a Grid for Opportunistic Computing ∗ , 2005 .
[36] Jerry B. Weinberg,et al. ITERATE: A Conceptual Clustering Method for Knowledge Discovery in Databases , 1994 .
[37] Aiko M. Hormann,et al. Programs for Machine Learning. Part I , 1962, Inf. Control..
[38] Madhu Siddalingaiah,et al. HCatalog and Hadoop in the Enterprise , 2014 .