Computer Information Systems and Industrial Management: 12th by Mieczysław A. Kłopotek (auth.), Khalid Saeed, Rituparna

By Mieczysław A. Kłopotek (auth.), Khalid Saeed, Rituparna Chaki, Agostino Cortesi, Sławomir Wierzchoń (eds.)

This booklet constitutes the court cases of the twelfth IFIP TC eight foreign convention, CISIM 2013, held in Cracow, Poland, in September 2013. The forty four papers offered during this quantity have been rigorously reviewed and chosen from over 60 submissions. they're equipped in topical sections on biometric and biomedical functions; development popularity and photo processing; numerous features of machine safeguard, networking, algorithms, and commercial functions. The booklet additionally includes complete papers of a keynote speech and the invited talk.

Show description

Read or Download Computer Information Systems and Industrial Management: 12th IFIP TC8 International Conference, CISIM 2013, Krakow, Poland, September 25-27, 2013. Proceedings PDF

Similar industrial books

Industrial Tourism: Opportunities for City and Enterprise

Commercial tourism, outlined right here as tourism concerning visits to operational businesses and commercial history, deals possibilities for person agencies and for towns yet how can or not it's organised in the sort of means that they the advantages outweigh the prices for either? by way of analysing case stories of Wolfsburg, Cologne, can pay de l. a. Loire, Turin, Shanghai and Rotterdam, this e-book examines how commercial tourism should be effectively constructed, leading to concrete thoughts for towns and firms with pursuits during this box.

The Conservatives and Industrial Efficiency, 1951-1964: Thirteen Wasted Years?

The Conservatives and commercial potency, 1951-1964 responds to the necessity for an entire evaluation of the Conservatives functionality during this an important interval. Drawing upon a variety of archival resources, Nick Tiratsoo and Jim Tomlinson discover the several points of the potency query. starting with the most important factor of makes an attempt within the Fifties to americanize British undefined, the authors additionally talk about the Conservatives coverage on ompetition, schooling and coaching, funding and learn and improvement.

Sulphur Dioxide and Nitrogen Oxides in Industrial Waste Gases: Emission, Legislation and Abatement

D. VAN VELZEN fee of the eu groups, Joint study Centre Ispra, atmosphere Institute, 1-21020 Ispra (Varese) ITAL Y 1. advent all over the world, there's an ever expanding curiosity and situation concerning the damaging results of pollution on man's surroundings. The turning out to be knowledge of those results has published the necessity to take sufficient measures to reduce the emission of air polluting items.

New Trends in Mechanism and Machine Science: From Fundamentals to Industrial Applications

This paintings provides the newest learn within the mechanism and computer technology box and its purposes. the subjects coated comprise: theoretical kinematics, computational kinematics, mechanism layout, experimental mechanics, mechanics of robots, dynamics of equipment, dynamics of multi-body platforms, regulate problems with mechanical platforms, mechanisms for biomechanics, novel designs, mechanical transmissions, linkages and manipulators, micro-mechanisms, educating tools, heritage of mechanism technological know-how and commercial and non-industrial purposes.

Extra resources for Computer Information Systems and Industrial Management: 12th IFIP TC8 International Conference, CISIM 2013, Krakow, Poland, September 25-27, 2013. Proceedings

Example text

It means that the concept drift appearances have the weakest impact on the WAE accuracy. 6 Conclusions We discussed the ensemble classifier approach applied to data stream classification task. , its line-up is formed when new data chunk is come and the decision which classifier is chosen to the ensemble is made on the basis of General Diversity (diversity measure). The decision about object’s label is made according to weighted voting where weight assigned to a given classifier depends on its accuracy (proportional) and how long the classifier participates in the ensemble (inversely proportional).

In [23] Sharkley et al. proposed four level of diversity based on the majority voting rule answer, coincident error, and possibility of at least one correct answer of ensemble members. Brown et al. [24] reflected that it is not appropriate for the case where diversity of an ensemble is differ in differ subspace of the feature space. 16 3 M. Wo´zniak Classifier Ensembles for Data Stream Among the most popular ensemble approaches, the following are worth noting: the Streaming Ensemble Algorithm (SEA) [25] or the Accuracy Weighted Ensemble (AWE)[26].

402–407. Springer, Heidelberg (1993) 37. : Tracking context changes through meta-learning. Mach. Learn. 27, 259–286 (1997) Application of Combined Classifiers to Data Stream Classification 23 38. : Learning recurring concepts from data streams with a context-aware ensemble. C. ) Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21-24, pp. 994–999. ACM (2011) 39. : Tracking recurring contexts using ensemble classifiers: an application to email filtering. Knowl.

Download PDF sample

Rated 4.84 of 5 – based on 16 votes