Titlebook: Data Analysis and Classification; Methods and Applicat Krzysztof Jajuga,Krzysztof Najman,Marek Walesiak Conference proceedings 2021 The Edi

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1431-8814 at universities and research institutions, graduate and doctoral students, practitioners, data scientists and employees in public statistical institutions..978-3-030-75189-0978-3-030-75190-6Series ISSN 1431-8814 Series E-ISSN 2198-3321

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Choosing and Using a Refracting Telescopegorithms that sometimes makes it impossible to analyze in an acceptable time. Common solution of this problem is to use less computationally complex algorithms (like k-means), which in turn can in many cases give much worse results than for example algorithms using eigenvalues decomposition. In the

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Chunzi Jenny Jin,Yoshiya Josh Yamada the question: to what extent the structure discovered by a given method is actually present in the data. This criterion examines whether the groups that were created as a result of using clustering method to a set of objects are real (the structure is stable), or whether they appeared accidentally.

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https://doi.org/10.1007/978-3-030-76201-8ms approach this problem. This study provides a systematic literature review on the classification algorithms applications for information security on the Internet and cybersecurity. The classification algorithms use cases considered are abusive content, malicious code, information gathering, intrus

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Nicholas A. Shepard,Matthew W. Colmanudied, some observations may differ significantly from others. Inclusion of such cases in a research may seriously distort the profile of the population under examination. Nevertheless, their omission can be equally disadvantageous. When analyzing dynamically changing phenomena, especially in case o

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