There is a massive growth of text documents on the web. This led to the increasing need for
methods that can organize and classify electronic documents (instances) automati-cally …

The increase of the number of web pages prompts for improvement of the search engines.
One such improvement is specifying the desired web genre of the resulting web pages. The …

Web genre detection is a task that can enhance information retrieval systems by providing
rich descriptions of documents and enabling more specialized queries. Most of previous …

Web genre plays an important role in focused crawling, web link analysis, and contextual
advertising. In this paper, web genre is defined as the functional purpose and the …

Maritime distress safety (MDS) text information hierarchical multi-label text classification
(HMTC) involves categorizing MDS texts into a label set with a hierarchical structure. Due to …

Web genre identification can boost information retrieval systems by providing rich
descriptions of documents and enabling more specialized queries. The open-set scenario is …

Deep learning has had significant success in addressing big data's knowledge organization
and effective communication problems. However, the technology is difficult to apply to high …

Περίληψη Ο παγκόσ ιος Ιστός (World Wide Web) αναπτύσσεται συνεχώς και οι άνθρωποι
χρησι οποιούν πληροφορίες από ιστοσελίδες για να πραγ ατοποιήσουν καθη ερινές …