Improving Clustering Algorithms for Image Segmentation using Contour and Region Information

In image segmentation, clustering algorithms are very popular because they are intuitive and, some of them, easy to implement. For instance, the k-means is one of the most used in the literature, and many authors successfully compare their new proposal with the results achieved by the k-means. However, it is well known that clustering image segmentation has many problems. For instance, the number of regions of the image has to be known a priori, as well as different initial seed placement (initial clusters) could produce different segmentation results. Most of these algorithms could be slightly improved by considering the coordinates of the image as features in the clustering process (to take spatial region information into account). In this paper we propose a significant improvement of clustering algorithms for image segmentation. The method is qualitatively and quantitative evaluated over a set of synthetic and real images, and compared with classical clustering approaches. Results demonstrate the validity of this new approach

Dissolution of Dynamic Electronic Institutions, a first approach: Relevant factors and causes

In the context of the digital business ecosystems, small organizations cooperate between them in order to achieve common goals or offer new services for expanding their markets. There are different approaches for these cooperation models such as virtual enterprises, virtual organizations or dynamic electronic institutions which in their lifecycle have in common a dissolution phase. However this phase has not been studied deeply in the current literature and it lacks formalization. In this paper a first approach for achieving and managing the dissolution phase is proposed, as well as a CBR process in order to support it in a multi-agent system

Jaume Serra Hunter i la teoria de la cultura en el Noucentisme

Catalan modern and contemporary philosophy has traditionally been little studied so strictly to historical and political reasons for more or less the same conviction that is compared with literature and even in historiography, it is a minor contribution. Some of the characters in the world of philosophy has been the Catalan Jaume Serra Hunter charismatic and versatile, whom history has done justice. Like many others, was persecuted in the Franco regime, declared outlawed and persecuted and exiled, first to France and then Mexico. This research aims to discover him and his huge role as a politician. But above all, I want to convey their deep love for culture and fierce defense that he did, especially Catalan, is following in philosophical discourse of his work. I figure Serra Hunter claim their struggle for cultural cohesion through its philosophy, making it reach everyone. I want to show how he worked in a time of crisis in society, culture and education, to overcome the crisis of philosophy as a guide. Serra Hunter lived a very difficult time for philosophy. But he wanted to bring all cultures. It is a philosophy that dealing with the issues may be even a sort of advanced in the world and some of the problems it has today. According to him, philosophy should be more human and more alive and present in all the different curriculum of any educational plan.