Data mining
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Statistical Analysis of Network Data: Methods and Models (Bog, Paperback / softback, Engelsk)
In recent years there has been an explosion of network data – that is, measu- ments that are either of or from a system conceptualized as a network – from se- ingly all corners of science.
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Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering (Bog, Paperback / softback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage)
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Managing and Mining Graph Data (Bog, Paperback / softback, Engelsk)
Managing and Mining Graph Data is a comprehensive survey book in graph management and mining. It contains extensive surveys on a variety of important graph topics such as... Læs mere
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Big Data Analytics with Spark: A Practitioner's Guide to Using Spark for Large Scale Data Analysis (Bog, Paperback / softback, Engelsk)
Big Data Analytics with Spark is a step-by-step guide for learning Spark, which is an open-source fast and general-purpose cluster computing framework for large-scale data analysis.
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Predictive Analytics with Microsoft Azure Machine Learning 2nd Edition (Bog, Paperback / softback, Engelsk)
Predictive Analytics with Microsoft Azure Machine Learning, Second Edition is a practical tutorial introduction to the field of data science and machine learning, with a focus on building and deploying predictive models.
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Data Mining for Geoinformatics: Methods and Applications (Bog, Paperback / softback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage)
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Social Network Data Analytics (Bog, Paperback / softback, Engelsk)
This edited volume, contributed by prominent researchers in this field, presents a wide selection of topics on social network data mining such as Structural Properties of... Læs mere
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Mining Text Data (Bog, Paperback / softback, Engelsk)
Text mining applications have experienced tremendous advances because of web 2.0 and social networking applications. Mining Text Data introduces an important niche in the text analytics... Læs mere
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Support Vector Machines (Bog, Paperback / softback, Engelsk)
In a nutshell, we identify at least three reasons for the success of SVMs: their ability to learn well with only a very small number of free parameters, their robustness against... Læs mere
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Trust-based Collective View Prediction (Bog, Paperback / softback, Engelsk)
The first part will review several basic concepts and methods related to collective view prediction, such as state-of-the-art recommender systems, sentimental... Læs mere
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Dark Web: Exploring and Data Mining the Dark Side of the Web (Bog, Paperback / softback, Engelsk)
We have developed various multilingual data mining, text mining, and web mining techniques to perform link analysis, content analysis, web metrics (technical sophistication) analysis, sentiment analysis, authorship analysis, and video analysis in our research.
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Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Bog, Paperback / softback, Engelsk)
The techniques and methods presented for knowledge elicitation, model construction and verification, modeling techniques and... Læs mere
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