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Maaten, L. van den: Learning a parametric embedding by preserving local structure (2009)
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- Proceedings of the Twelfth International Conference on Artificial Intelligence & Statistics (AI-STATS), JMLR W&CP 5, 2009. S.384-391
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Chakrabarti, S.: Mining the Web : discovering knowledge from hypertext data (2003)
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- Footnote
- Rez. in: JASIST 55(2004) no.3, S.275-276 (C. Chen): "This is a book about finding significant statistical patterns on the Web - in particular, patterns that are associated with hypertext documents, topics, hyperlinks, and queries. The term pattern in this book refers to dependencies among such items. On the one hand, the Web contains useful information an just about every topic under the sun. On the other hand, just like searching for a needle in a haystack, one would need powerful tools to locate useful information an the vast land of the Web. Soumen Chakrabarti's book focuses an a wide range of techniques for machine learning and data mining an the Web. The goal of the book is to provide both the technical Background and tools and tricks of the trade of Web content mining. Much of the technical content reflects the state of the art between 1995 and 2002. The targeted audience is researchers and innovative developers in this area, as well as newcomers who intend to enter this area. The book begins with an introduction chapter. The introduction chapter explains fundamental concepts such as crawling and indexing as well as clustering and classification. The remaining eight chapters are organized into three parts: i) infrastructure, ii) learning and iii) applications.
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Wong, M.L.; Leung, K.S.; Cheng, J.C.Y.: Discovering knowledge from noisy databases using genetic programming (2000)
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- Journal of the American Society for Information Science. 51(2000) no.9, S.870-881
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Fenstermacher, K.D.; Ginsburg, M.: Client-side monitoring for Web mining (2003)
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- Journal of the American Society for Information Science and technology. 54(2003) no.7, S.625-637
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Srinivasan, P.: Text mining : generating hypotheses from MEDLINE (2004)
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- Journal of the American Society for Information Science and technology. 55(2004) no.5, S.396-413
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Wu, K.J.; Chen, M.-C.; Sun, Y.: Automatic topics discovery from hyperlinked documents (2004)
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Chen, H.; Chau, M.: Web mining : machine learning for Web applications (2003)
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- Annual review of information science and technology. 38(2004), S.289-330
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Benoit, G.: Data mining (2002)
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Gluck , M.: Multimedia exploratory data analysis for geospatial data mining : the case for augmented seriation (2001)
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Pons-Porrata, A.; Berlanga-Llavori, R.; Ruiz-Shulcloper, J.: Topic discovery based on text mining techniques (2007)
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- Information processing and management. 43(2007) no.3, S.752-768
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Sánchez, D.; Chamorro-Martínez, J.; Vila, M.A.: Modelling subjectivity in visual perception of orientation for image retrieval (2003)
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Whittle, M.; Eaglestone, B.; Ford, N.; Gillet, V.J.; Madden, A.: Data mining of search engine logs (2007)
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Srinivasan, P.: Text mining in biomedicine : challenges and opportunities (2006)
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Li, J.; Zhang, P.; Cao, J.: External concept support for group support systems through Web mining (2009)
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Kulathuramaiyer, N.; Maurer, H.: Implications of emerging data mining (2009)
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Hereth, J.; Stumme, G.; Wille, R.; Wille, U.: Conceptual knowledge discovery and data analysis (2000)
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Wu, T.; Pottenger, W.M.: ¬A semi-supervised active learning algorithm for information extraction from textual data (2005)
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- Journal of the American Society for Information Science and Technology. 56(2005) no.3, S.258-271
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Raan, A.F.J. van; Noyons, E.C.M.: Discovery of patterns of scientific and technological development and knowledge transfer (2002)
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Haravu, L.J.; Neelameghan, A.: Text mining and data mining in knowledge organization and discovery : the making of knowledge-based products (2003)
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Shi, X.; Yang, C.C.: Mining related queries from Web search engine query logs using an improved association rule mining model (2007)
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