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IADIS
2008
14 years 1 months ago
Design of an Automated System for Clustering Heterogeneous Data
The goal of this work is to study the feasibility of a Heterogeneous Data Classification and Search (HDCS) system and to provide a possible design for its implementing. In order t...
Dorin Carstoiu, Alexandra Cernian, Adriana Olteanu...
IADIS
2008
14 years 1 months ago
Mib: Using Mutual Information for Biclustering High Dimensional Data
Most of the biclustering algorithms for gene expression data are based either on the Euclidean distance or correlation coefficient which capture only linear relationships. However...
Neelima Gupta, Seema Aggarwal
IADIS
2008
14 years 1 months ago
Data Mining Applications in Intelligent Integrated Development Environments
Programming and developing of small scale software applications can be accomplished with simple command-line compilers that can be used to compile, test, and execute code generati...
Ali Farahmand Nejad, Shahabedin Bayati, Sadegh Kha...
IADIS
2008
14 years 1 months ago
Mining Postal Addresses
This paper presents FuMaS (Fuzzy Matching System), a system capable of an efficient retrieval of postal addresses from noisy queries. The fuzzy postal addresses retrieval has many...
José Carlos Cortizo, José Marí...
IADIS
2008
14 years 1 months ago
Gapbnf_Rule: A Genetic Miner Rule
The aim of this paper is to present an evolutionary system for classification problem called GAPBNF_Rule. GAPBNF_Rule is a powerful evolutionary method that distinguishes between ...
Rasha Shakir Abdul-Wahhab
IADIS
2008
14 years 1 months ago
Identification of Bankruptcy Fraud in Dutch Organizations
The damage of bankruptcy fraud is substantial. In response, the Dutch Ministry of Justice started a project to reduce the number of bankruptcy fraud cases by increasing the probab...
Bernard P. Veldkamp, Theo de Vries
IADIS
2008
14 years 1 months ago
KDD, SEMMA and CRISP-DM: a parallel overview
In the last years there has been a huge growth and consolidation of the Data Mining field. Some efforts are being done that seek the establishment of standards in the area. Includ...
Ana Azevedo, Manuel Filipe Santos
IADIS
2008
14 years 1 months ago
Towards Mining for Influence in a Multi Agent Environment
Multi agent learning systems pose an interesting set of problems: in large environments agents may develop localised behaviour patterns that are not necessarily optimal; in a pure...
Robert Logie, Jon G. Hall, Kevin G. Waugh
IADIS
2008
14 years 1 months ago
Data Mining In Marketing Acquisition CAMPAIGNS
Business applications of data mining in marketing often focus on use of predictive models to classify customer events such as acquisition, sales of products and services or custom...
Krzysztof Dzieciolowski, Dennis Kira
IADIS
2008
14 years 1 months ago
Arch: Data Integration Framework Based on Rdfa and Usability Aspects
Lots of work has already been published on developing applications for schema or ontology matching. Most of these approaches do not take the usability aspect into account. This pa...
Christiane Dominovic