By Petra Perner

ISBN-10: 3319089757

ISBN-13: 9783319089751

ISBN-10: 3319089765

ISBN-13: 9783319089768

This e-book constitutes the refereed complaints of the 14th commercial convention on Advances in info Mining, ICDM 2014, held in St. Petersburg, Russia, in July 2014. The sixteen revised complete papers awarded have been conscientiously reviewed and chosen from numerous submissions. the subjects diversity from theoretical points of knowledge mining to purposes of knowledge mining, reminiscent of in multimedia information, in advertising, in medication and agriculture and in method regulate, and society.

Show description

Read or Download Advances in Data Mining. Applications and Theoretical Aspects: 14th Industrial Conference, ICDM 2014, St. Petersburg, Russia, July 16-20, 2014. Proceedings PDF

Best data mining books

Download PDF by P.M. Pardalos: Fuzzy Sets in Management, Economy & Marketing

The swift alterations that experience taken position globally at the financial, social and company fronts characterised the 20 th century. The significance of those adjustments has shaped a very complicated and unpredictable decision-making framework, that is tough to version via conventional ways. the most function of this e-book is to give the latest advances within the improvement of cutting edge options for dealing with the uncertainty that prevails within the international financial and administration environments.

David Heffelfinger's JasperReports 3.5 for Java Developers PDF

This publication is a entire and sensible consultant geared toward getting the implications you will have as fast as attainable. The chapters progressively increase your abilities and by means of the top of the booklet you may be convinced sufficient to layout strong reviews. each one proposal is obviously illustrated with diagrams and monitor pictures and easy-to-understand code.

New PDF release: Statistics, Data Mining, and Machine Learning in Astronomy:

Data, facts Mining, and desktop studying in Astronomy: a realistic Python advisor for the research of Survey information (Princeton sequence in sleek Observational Astronomy)As telescopes, detectors, and pcs develop ever extra strong, the quantity of information on the disposal of astronomers and astrophysicists will input the petabyte area, delivering exact measurements for billions of celestial items.

Download PDF by Paolo Ceravolo, Barbara Russo, Rafael Accorsi: Data-Driven Process Discovery and Analysis: 4th

This e-book constitutes the completely refereed court cases of the Fourth overseas Symposium on Data-Driven approach Discovery and research held in Riva del Milan, Italy, in November 2014. The 5 revised complete papers have been rigorously chosen from 21 submissions. Following the development, authors got the chance to enhance their papers with the insights they won from the symposium.

Extra info for Advances in Data Mining. Applications and Theoretical Aspects: 14th Industrial Conference, ICDM 2014, St. Petersburg, Russia, July 16-20, 2014. Proceedings

Example text

In our experiments, W is set to 2 empirically. Clustering. The second phase of ConstructT emplate algorithm is clustering the segments. In this paper, we use a shingling-based clustering technique to determine almost-similarities, which is based on the method Broder et al. proposed in [2], for this method has been proved to be highly efficient. The detail of our method is described as follows: First, we sort the shingle list we have obtained in phase 1 by shingle-hash values. The result is presented by the list L of pairs (Line 3-5).

Second section discusses the main results of relevant research. Third section provides a general description of the developed approach and the basic tasks solved during its development. Special attention is paid to the system characteristics used in the learning process. Essential aspects of procedures of receiving and processing data during the system training phase are presented in fourth section. Brief description of software implementation of the approach and the main results, causing selected decisions on the structure of decision-making procedures and organization of the system are described in fifth and sixth sections respectively.

They are motivated by the heuristics that: for each two input pages, if a sub tree that spans from the document root is detected in both pages, then it is regarded as a template. While these methods are efficient, they are of limited use because of the following two reasons: First, in some Web sites, especially article-type sites, many informative contents have almost identical structures, and they tend to be detected as templates in these methods. Second, since these methods take no text contents of Web pages into consideration, they cannot utilize them to distinguish informative contents from template contents.

Download PDF sample

Advances in Data Mining. Applications and Theoretical Aspects: 14th Industrial Conference, ICDM 2014, St. Petersburg, Russia, July 16-20, 2014. Proceedings by Petra Perner

by Joseph

Download e-book for iPad: Advances in Data Mining. Applications and Theoretical by Petra Perner
Rated 4.72 of 5 – based on 12 votes