Advances in Knowledge Discovery and Management: Volume 6 by Fabrice Guillet,Bruno Pinaud,Gilles Venturini

By Fabrice Guillet,Bruno Pinaud,Gilles Venturini

This publication offers a suite of consultant and novel paintings within the box of information mining, wisdom discovery, clustering and class, according to increased and transformed models of a variety of the simplest papers initially offered in French on the EGC 2014 and EGC 2015 meetings held in Rennes (France) in January 2014 and Luxembourg in January 2015. The booklet is in 3 components: the 1st 4 chapters speak about optimization concerns in facts mining. the second one half explores particular caliber measures, dissimilarities and ultrametrics. the ultimate chapters specialize in semantics, ontologies and social networks.
Written for PhD and MSc scholars, in addition to researchers operating within the box, it addresses either theoretical and functional elements of information discovery and management.

Show description

Read or Download Advances in Knowledge Discovery and Management: Volume 6 (Studies in Computational Intelligence) PDF

Similar data mining books

Advanced Malware Analysis

A distinct advisor to developing a malware study lab, utilizing state-of-the-art research instruments, and reporting the findings complicated Malware research is a serious source for each info defense professional's anti-malware arsenal. The confirmed troubleshooting options will supply an aspect to details safeguard pros whose task includes detecting, deciphering, and reporting on malware.

Rule Based Systems for Big Data: A Machine Learning Approach (Studies in Big Data)

The guidelines brought during this booklet discover the relationships between rule dependent platforms, computer studying and large info. Rule dependent structures are obvious as a unique kind of specialist platforms, which might be outfitted by utilizing professional wisdom or studying from actual facts. The ebook makes a speciality of the advance and evaluate of rule established platforms by way of accuracy, potency and interpretability.

Scalable Big Data Architecture: A practitioners guide to choosing relevant Big Data architecture

This booklet highlights the differing kinds of information structure and illustrates the various chances hidden in the back of the time period "Big Data", from the use of No-SQL databases to the deployment of flow analytics structure, laptop studying, and governance. Scalable immense info structure covers real-world, concrete use situations that leverage complicated disbursed functions , which contain net purposes, RESTful API, and excessive throughput of enormous volume of information kept in hugely scalable No-SQL info shops comparable to Couchbase and Elasticsearch.

Machine Learning for Cyber Physical Systems: Selected papers from the International Conference ML4CPS 2016 (Technologien für die intelligente Automation)

The paintings provides new techniques to computing device studying for Cyber actual platforms, studies and visions. It  contains a few chosen papers from the foreign convention ML4CPS – laptop studying for Cyber actual structures, which used to be held in Karlsruhe, September twenty ninth, 2016. Cyber actual platforms are characterised through their skill to evolve and to profit: They study their surroundings and, in keeping with observations, they examine styles, correlations and predictive types.

Extra resources for Advances in Knowledge Discovery and Management: Volume 6 (Studies in Computational Intelligence)

Example text

Download PDF sample

Rated 4.49 of 5 – based on 35 votes