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Titlebook: Classification and Clustering for Knowledge Discovery; Saman Halgamuge,Lipo Wang Book 2005 Springer-Verlag Berlin Heidelberg 2005 Extensio

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Anastasia Thymniou,Melpomeni Tsitouridouthe information available or maintaining orientation within an information space. We present a neural network architecture, i.e. the ., providing content-based organization of information repositories, facilitating intuitive browsing and serendipitous exploration of the information space. To show th
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Aggeliki Tzavara,Vassilis Komisstributed spatial databases. D–GridMST employs the notion of a grid to partition the data space involved and uses density criteria to extract representative points from spatial databases, on which a global MST of representatives is constructed. Such an MST is partitioned according to users’ clusteri
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Eleni Korosidou,Tharrenos Bratitsistended to include quantitative and fuzzy items. Since the fuzzy data types include non–fuzzy and discrete types as special cases, we shall concentrate on fuzzy items. Finding frequent combinations of items is the major task in mining association rules. The traditional algorithms (e.g. Apriori) for f
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https://doi.org/10.1007/978-981-15-3428-7egies that have been focused on identifying mono-database-mining-like patterns, is able to identify both the . and . among the local patterns in branches within a company. While the commonality is important in terms of global decision-making, exceptional patterns often present as more glamorous than
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https://doi.org/10.1007/978-981-15-3428-7 network) to score a set of 8 biological features extracted from EEG and EMG, in six classes corresponding to different sleep stages as to automatically elaborate an hypnogram and help the physician diagnosticate sleep disorders. The data base is composed of 17265 epochs of 20 s recorded from 4 pati
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Fida Amin Zakzouk,Alaeddin Ahmads a valuable source of business knowledge but only if it is correctly analyzed. Data mining web server logs is now an important application area for business strategy. We describe an e-commerce system specifically developed for the purpose of demonstrating the advantages of data mining web server lo
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