Sentiment is a high-level abstraction, and it challenging task to accurately extract sentimental features from visual contents due the “affective gap”. Previous works focus on extracting more concrete of individual objects by introducing saliency detection or instance segmentation into their models, neglecting interaction among objects. Inspired observation that can impact sentiment images, we ...

service oriented architecture (soa) technology enables composition of large and complex computational units out of the available atomic services. implementation of soa brings about challenges which include service discovery, service interaction, service composition, robustness, quality of service, security, etc. these challenges are mainly due to the dynamic nature of soa. soamay often need to ...

The contents of this work reeect the views of the authors who are responsible for the facts and accuracy of the data presented. Responsibility for the application of the material to speciic cases, however, lies with any user of the report and no responsibility in such cases will be attributed to the author or to the University of Canterbury.

The contents of this work reeect the views of the authors who are responsible for the facts and accuracy of the data presented. Responsibility for the application of the material to speciic cases, however, lies with any user of the report and no responsibility in such cases will be attributed to the author or to the University of Canterbury. Abstract The interaction network has been proposed as...

MOTIVATION Set-based network similarity metrics are increasingly used to productively analyze genome-wide data. Conventional approaches, such as mean shortest path and clique-based metrics, have been useful but are not well suited to all applications. Computational scientists in other disciplines have developed communicability as a complementary metric. Network communicability considers all pat...

Background Oocyte maturity includes nuclear and cytoplasmic maturity, both of which are important for embryo fertilization. The development of oocyte is not limited to the period of follicular growth, and starts from the embryonic period and continues throughout life. In this study, for the purpose of evaluating the effect of the FSH hormone on the expression of genes, GEO access codes for this...

Due to the still largely undiscovered gene interactions working with incomplete data is necessary. This paper presents a method to determine the information gap required to create a complete and workable depiction of a specific interaction network, starting from a database.

Here we present an in-depth analysis of the protein age patterns found in the edge and triangle subgraphs of the yeast protein-protein interaction network (PIN). We assess their statistical significance both according to what would be expected by chance given the node frequencies found in the yeast PIN, and also, for the case of triangles, given the age frequencies observed in the currently ava...