TY - BOOK AU - Zaki,Mohammed J. AU - Meira,Wagner TI - Data mining and analysis: fundamental concepts and algorithms SN - 9780521766333 AV - QA76.9.D343 .Z341 PY - 2014/// CY - New York PB - Cambridge University Press KW - Data mining N1 - Data mining and analysis -- Numeric attributes -- Categorical attributes -- Graph data -- Kernel methods -- High-dimensional data -- Dimensionality reduction -- Itemset mining -- Summarizing itemsets -- Sequence mining -- Graph pattern mining -- Pattern and rule assessment -- Representative-based clustering -- Hierarchical clustering -- Density-based clustering -- Spectral and graph clustering -- Clustering validation -- Probabilistic classification -- Decision tree classifier -- Linear discriminant analysis -- Support vector machines -- Classification assessment ER -