loading
Papers

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Iñaki Fernández de Viana ; Pedro J. Abad ; José L. Álvarez and José L. Arjona

Affiliation: Universidad de Huelva, Spain

ISBN: 978-989-8425-76-8

Keyword(s): Outlier detection, One class classification, Novelty recognition, Web wrapper, Enterprise application integration.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Cross-Feeding between Data and Software Engineering ; Enterprise Information Systems ; Enterprise Integration Strategies and Patterns ; Knowledge Management and Information Sharing ; Knowledge-Based Systems ; Software Engineering ; Symbolic Systems

Abstract: Reducing maintenance costs of Enterprise Application Integration (EAI) solutions becomes a challenge when you are trying to integrate friendly web applications. This problem can be solved if we use automated systems which allow navigating, extracting, structuring and verifying relevant information. The verification task aims to check if the information is correct. In this work we intend to solve the verify problem regarding One Class Classification Problem. One Class Classification Problems are classification problems where the training set contains classes that have either no instances at all or very few. During training, in the verify problem, we only have instances of the classes we know. Therefore, the One Class Classifier techniques could be applied. In order to evaluate the performance of these methods we use different databases proposed in the current literature. Statistical analyses of the results obtained by some basic One Class Classification techniques will be described.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.233.224.8

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Fernández de Viana, I.; J. Abad, P.; L. Álvarez, J. and L. Arjona, J. (2011). APPLYING ONE CLASS CLASSIFIER TECHNIQUES TO REDUCE MAINTENANCE COSTS OF EAI.In Proceedings of the 6th International Conference on Software and Database Technologies - Volume 1: ICSOFT, ISBN 978-989-8425-76-8, pages 41-46. DOI: 10.5220/0003503800410046

@conference{icsoft11,
author={Iñaki Fernández de Viana. and Pedro J. Abad. and José L. Álvarez. and José L. Arjona.},
title={APPLYING ONE CLASS CLASSIFIER TECHNIQUES TO REDUCE MAINTENANCE COSTS OF EAI},
booktitle={Proceedings of the 6th International Conference on Software and Database Technologies - Volume 1: ICSOFT,},
year={2011},
pages={41-46},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003503800410046},
isbn={978-989-8425-76-8},
}

TY - CONF

JO - Proceedings of the 6th International Conference on Software and Database Technologies - Volume 1: ICSOFT,
TI - APPLYING ONE CLASS CLASSIFIER TECHNIQUES TO REDUCE MAINTENANCE COSTS OF EAI
SN - 978-989-8425-76-8
AU - Fernández de Viana, I.
AU - J. Abad, P.
AU - L. Álvarez, J.
AU - L. Arjona, J.
PY - 2011
SP - 41
EP - 46
DO - 10.5220/0003503800410046

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.