Holter-monitor 发表于 2025-3-21 18:54:00

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Mirage 发表于 2025-3-21 21:46:46

Clustering,Complex relational clusters can be found by kernelization. Cluster tendency assessment finds out if the data contain clusters at all, and cluster validity measures help identify an appropriate number of clusters. Clustering can also be done by heuristic methods such as the self-organizing map.

Iatrogenic 发表于 2025-3-22 03:27:38

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AIL 发表于 2025-3-22 04:43:24

Data and Relations,rlap, Dice, Jaccard, Tanimoto). Sequences can be analyzed using sequence relations (like Hamming, Levenshtein, edit distance). Data can be extracted from continuous signals by sampling and quantization. The Nyquist condition allows sampling without loss of information.

决定性 发表于 2025-3-22 12:06:14

Data Preprocessing, different effectiveness and computational complexities: moving statistical measures, discrete linear filters, finite impule response, infinite impulse response. Data features with different ranges often need to be standardized or transformed.

能得到 发表于 2025-3-22 16:31:56

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能得到 发表于 2025-3-22 18:08:53

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grandiose 发表于 2025-3-22 21:44:55

Classification,are presented in detail: the naive Bayes classifier, linear discriminant analysis, the support vector machine (SVM) using the kernel trick, nearest neighbor classifiers, learning vector quantification, and hierarchical classification using regression trees.

CANDY 发表于 2025-3-23 04:25:36

ment data analytics solutions for real-world applications. This book has been used for more than ten years in the Data Mining course at the Technical University of Munich. Much of the content is based on the results of industrial research and development projects at Siemens.978-3-658-14075-5

适宜 发表于 2025-3-23 09:05:24

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查看完整版本: Titlebook: Data Analytics; Models and Algorithm Thomas A. Runkler Textbook 20162nd edition Springer Fachmedien Wiesbaden 2016 data mining.knowledge di