… Let us introduce an example to present the overall context and the issues we address. …
a set of sample pages like these, we obtain a grammar description of the common template, …

… Automatic annotation in genomics and proteomics is raising … class examples were artificially
created and the data sets are … applying methods for attribute selection. Other directions can …

… In Section 2, we first examine annotation data obtained by both … select annotators and
examples for selective sampling. Next, … identify the divisive snippets automatically, we consider the …

… annotation network is selecting the data samples to annotate and train. The selected data
samples are annotated … annotation operation semi-automatic, we used an annotation tool. Our …

… We provide some annotation examples in Table 1. For a more controlled test, we take 10
distinct Corel Categories, namely Africa, beach, buildings, buses, dinosaurs, elephants, flowers…

… annotated data. To address these issues, this paper contributes an automatic and informed
data selection … are not suited to the selection, with random sampling being a better strategy. …

… the visual feature); to annotate a new image by choosing a label of the highest probability. …
The topic model-based AIA methods consider annotated images as samples from a specific …

… Or, in a Web image search, we can choose one of a Web image’s surrounding keywords as
the … The bottom four examples in Figure 5 show examples of “no hit” by the strict evaluation. …

… sample selection that improves the performance of the classifier with fewer manual annotations
at … certain majority samples automatically, without human intervention. These two types of …

… the cost on human annotation, by means of automatically selecting the most informative
unlabeled samples for annotation. The critical issue lies on the selection of such samples. As an …