Dai Guojun (14 results)
Language: English
Published by Springer, 2022
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Language: English
Published by Springer, 2022
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Language: English
Published by Springer, 2022
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Language: English
Published by Springer, 2022
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Condition: New. 1st ed. 2022 edition NO-PA16APR2015-KAP.
Language: English
Published by VDM Verlag Dr. Mueller Aktiengesellschaft & Co. KG, 2011
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Language: English
Published by Springer Nature Singapore, 2022
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Condition: Hervorragend. Zustand: Hervorragend | Sprache: Englisch | Produktart: Bücher | This book addresses several knowledge discovery problems on multi-sourced data where the theories, techniques, and methods in data cleaning, data mining, and natural language processing are synthetically used. This book mainly focuses on th…ree data models: the multi-sourced isomorphic data, the multi-sourced heterogeneous data, and the text data. On the basis of three data models, this book studies the knowledge discovery problems including truth discovery and fact discovery on multi-sourced data from four important properties: relevance, inconsistency, sparseness, and heterogeneity, which is useful for specialists as well as graduate students. Data, even describing the same object or event, can come from a variety of sources such as crowd workers and social media users. However, noisy pieces of data or information are unavoidable. Facing the daunting scale of data, it is unrealistic to expect humans to ¿label¿ or tell which data source is more reliable.Hence, it is crucial to identify trustworthy information from multiple noisy information sources, referring to the task of knowledge discovery. At present, the knowledge discovery research for multi-sourced data mainly faces two challenges. On the structural level, it is essential to consider the different characteristics of data composition and application scenarios and define the knowledge discovery problem on different occasions. On the algorithm level, the knowledge discovery task needs to consider different levels of information conflicts and design efficient algorithms to mine more valuable information using multiple clues. Existing knowledge discovery methods have defects on both the structural level and the algorithm level, making the knowledge discovery problem far from totally solved.
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Language: English
Published by Springer Nature Singapore, 2022
- Softcover
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Softcover. Condition: gut. 2022. Knowledge Discovery from Multi-Sourced Data In deutscher Sprache. pages.
Language: English
Published by Springer, 2022
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Language: English
Published by Springer, 2022
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: li JianjunDr.Li received his MaSc. and Ph.D degrees from The University of Western Ontario and University of Windsor,Canada separately. Dr.Li, Dr.Zhou and Dr.Dai are now professors of HangZhou Dianzi Un…iversity. Dr.Dai is also vice d.
Language: English
Published by Springer, Berlin|Springer Nature Singapore|Springer, 2022
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book addresses several knowledge discovery problems on multi-sourced data where the theories, techniques, and methods in data cleaning, data mining, and natural language processing are synthetically used. This bo…ok mainly focuses on three data models: .
Language: English
Published by VDM Verlag Dr. Mueller Aktiengesellschaft & Co. KG, 2011
- Softcover
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Condition: New. Print on Demand pp. 148 2:B&W 6 x 9 in or 229 x 152 mm Perfect Bound on Creme w/Gloss Lam.
Language: English
Published by VDM Verlag Dr. Mueller Aktiengesellschaft & Co. KG, 2011
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Seller: Biblios, frankfurt am main, HESSE, GermanyBiblios
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Condition: New. PRINT ON DEMAND pp. 148.
