Pattern Recognition: Concepts, Methods and Applications

By J. M. D. Sá. 2001

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A comparison of machine learning techniques for phishing detection (2007, background): “Though SVMs are very powerful and commonly used in classiﬁcation, they suﬀer from several drawbacks.”
On the Use of the Adjusted Rand Index as a Metric for Evaluating Supervised Classification (2009, background): “of Olive [9], Breast Tissue [10] and Leukemia [14].”
Wind power forecasting : state-of-the-art 2009. (2009, methodology): “” Three reference wind farms’ selection algorithms were proposed by the authors: (i) k-means clustering algorithm [185], in which the wind farm nearest to the centroid is the reference wind farm (the distance measures are the Euclidian distance and the correlation between NWP); (ii) MIFS (mutual inf”
Clustering Algorithms Research (2008, unknown): “层次聚类算法又称为树聚类算法([8,9]),它使用数据的联接规则,透过一种层次架构方式,反复将数据进行分裂或聚合,以形成一个层次序列的聚类问题解.”