Active mining : new directions of data mining / edited by Hiroshi Motoda.
Τύπος υλικού:
ΚείμενοΣειρά: Frontiers in artificial intelligence and applications ; v. 79.Λεπτομέρειες δημοσίευσης: Amsterdam ; Washington, DC : IOS Press ; Tokyo : Ohmsha, c2002.Περιγραφή: 1 ηλεκτρονική πηγή (x, 291 σ.) : εικISBN: - 0585458901
- 9780585458908
- 160129400X
- 9781601294005
- 006.3 22
- digitized 2010 committed to preserve
Includes bibliographical references and author index.
Cover; Title page; Preface; Acknowledgments; Contents; I. Data Collection; Toward Active Mining from On-line Scientific Text Abstracts Using Pre-existing Sources; Data Mining on the WAVEs -- Word-of-mouth-Assisting Virtual Environments; Immune Network-based Clustering for WWW Information Gathering/Visualization; Interactive Web Page Retrieval with Relational Learning-based Filtering Rules; Monitoring Partial Update of Web Pages by Interactive Relational Learning; Context-based Classification of Technical Terms Using Support Vector Machines.
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Focusing on data mining, this work is a joint effort from researchers in Japan, and includes a report on the forefront of data collection, user-centred mining and user interaction/reaction. It offers an overview of modern solutions with real-world applications, sharing hard-learned experiences.
Electronic reproduction. [S.l.] : HathiTrust Digital Library, 2010.
digitized 2010 HathiTrust Digital Library committed to preserve pda MiAaHDL
