Detalles del Título
Detalles del Título

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Título Data mining for service / Katsutoshi Yada, editor.Libros / En línea - Libros
Autor(es) Yada, Katsutoshi (Editor)
Publicación Heidelberg, Germany : Springer, 2014
Descripción Física 1 recurso en línea (viii, 291 páginas : ilustraciones)
Idioma Inglés;
Series Studies in big data (volume 3)
ISBN 9783642452512
9783642452529
Clasificación(es) 006.312
SISTEMAS
Departamento Tecnologías de Información y Comunicaciones
Materia(s) Minería de datos; Big data;
Nota(s) Incluye referencias bibliográficas e índice.
CONTENIDO: Fundamental Technologies Supporting Service Science. Data Mining for Service / Katsutoshi Yada -- Feature Selection Over Distributed Data Streams / Jacob Kogan -- Learning Hidden Markov Models Using Probabilistic Matrix / Factorization / Ashutosh Tewari and Michael J. Giering -- Dimensionality Reduction for Information Retrieval Using Vector Replacement of Rare Terms / Tobias Berka and Marian Vajtersic -- Panel Data Analysis via Variable Selection and Subject Clustering / Haibing Lu, Shengsheng Huang, Yingjiu Li and Yanjiang Yang -- Knowledge Discovery from Text. A Weighted Density-Based Approach for Identifying Standardized Items that are Significantly Related to the Biological Literature / Omar Al-Azzam, Jianfei Wu, Loai Al-Nimer, Charith Chitraranjan and Anne M. Denton -- Nonnegative Tensor Factorization of Biomedical Literature for Analysis of Genomic Data / Sujoy Roy, Ramin Homayouni, Michael W. Berry and Andrey A. Puretskiy -- Text Mining of Business-Oriented Conversations at a Call Center / Hironori Takeuchi and Takahira Yamaguchi -- Approach for New Services in Social Media. Scam Detection in Twitter / Xiaoling Chen, Rajarathnam Chandramouli and Koduvayur P. Subbalakshmi -- A Matrix Factorization Framework for Jointly Analyzing Multiple Nonnegative Data Sources / Sunil Kumar Gupta, Dinh Phung, Brett Adams and Svetha Venkatesh -- Recommendation Systems for Web 2.0 Marketing / Chen Wei, Richard Khoury and Simon Fong -- Data Mining Spreading into Various Service Fields. Handling Imbalanced and Overlapping Classes in Smart Environments Prompting Dataset / Barnan Das, Narayanan C. Krishnan and Diane J. Cook -- Change Detection from Heterogeneous Data Sources / Tsuyoshi Idé -- Interesting Subset Discovery and Its Application on Service Processes / Maitreya Natu and Girish Keshav Palshikar -- Text Document Cluster Analysis Through Visualization of 3D Projections / Masaki Aono and Mei Kobayashi.
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 Biblioteca Universidad Icesi 006.312/D232dDisponibleEbook