Quality of integrated data depends on the quality of original data sources, but it can also be affected by the semantic mapping process between ontologies of different sources, thus influencing the quality of querying between multiple data sources. Being aware of semantic mapping quality could help interpreting mapping results in order to obtain better integration of heterogeneous data and woul...

  The aim of this study was to investigate the effect of morphology instruction through semantic mapping on vocabulary learning of Iranian intermediate EFL learners. To do so, 50 out of 70 students were se-lected from one English language institute by administrating a PET test. Then, they were assigned into two groups randomly as experimental and control groups. A pretest (teacher made) was adm...

We present a method for training a statistical model for mapping natural language sentences to semantic expressions. The semantics are expressions of an underspecified logical form that has properties making it particularly suitable for statistical mapping from text. An encoding of the semantic expressions into dependency trees with automatically generated labels allows application of existing ...

Accurate and timely information on urban vegetation (UV) can be used as an important indicator to estimate the health of cities. Due low cost RGB cameras, true color imagery (TCI) has been widely for high spatial resolution UV mapping. However, current index-based classifier-based mapping approaches face problems poor ability accurately distinguish reliance massive annotated samples, respective...

Many image-to-image (I2I) translation problems are in nature of high diversity that a single input may have various counterparts. The multi-modal network can build many-to-many mapping between two visual domains has been proposed prior works. However, most them guided by sampled noises. Some others encode the reference image into latent vector, which would eliminate semantic information image. ...

Grid-based features have been proven to be as effective region-based in multi-modal tasks such visual question answering. However, its application image captioning encounters two main issues, namely, noisy and fragmented semantics. In this paper, we propose a novel feature selection scheme, with Relation-Aware Selection (RAS) Fine-grained Semantic Guidance (FSG) learning strategy. Based on the ...

BACKGROUND Pulmonary vein isolation (PVI) for atrial fibrillation (AF) is performed with the endoscopically assisted laser balloon ablation system (EAS). We hypothesized that placement of a circular mapping catheter (CMC) in the pulmonary vein (PV) distal to the laser balloon during ablation is feasible and safe. METHODS Out of 58 included patients, 37 underwent mapping-guided EAS PVI, with t...