Titlebook: Intelligent Systems Design and Applications; 16th International C Ana Maria Madureira,Ajith Abraham,Paulo Novais Conference proceedings 201

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Historic Document Image De-noising Using Principal Component Analysis (PCA) and Local Pixel Groupinmage. This technique ensures the preservation of historic document image local structure. This is due to block matching based LPG which carries out classification to allow only the sample blocks with similar contents used in the calculation for PCA transform estimation. Such an LPG procedure ensures

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Investigating the Effect of Combining Text Clustering with Classification on Improving Spam Email Dant challenge to achieve. Recently there has been some research work in text mining that combines text clustering with classification to improve the classification performance. In this paper, we investigate the effect of combining text clustering using K-means algorithm with various supervised class

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Evaluation Method for an Adaptive Web Interface: GOMS Model,This paper presents usability evaluation of adaptive web interface which focuses on how users can learn to achieve their goals. First, we present our adaptive Web interface using a Bayesian networks approach. Then, a formal GOMS model approach was applied to the evaluation of our user interface for

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Using Cluster Barycenters for the Generalized Traveling Salesman Problem, very solicited for its numerous applications. Knowing that for each instance, cities are grouped in clusters. The proposed method finds for each one its barycenter in order to get in a first phase a good order of visiting clusters. Then, it uses one of the well-known methods to choose a city from e

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