Web personalization has become such a popular paradigm nowadays, that almost all e-commerce websites are including it in their websites. The main objective of web is driven by grouping similar pages. text categorization principle becomes challenge when daily users visit numerous This paper develops hybrid framework which categorizes the extracted from document, applying Neighbourhood Preserving...

To solve the problem of indexing collections with diverse text documents, image documents, or documents with both text and images, one needs to develop a model that supports heterogeneous types of documents. In this paper, we show how information theory supplies us with the tools necessary to develop a unique model for text, image, and text/image retrieval. In our approach, for each possible qu...

In this paper, we evaluated the Document Attention Network (DAN), first end-to-end segmentation-free architecture on Historical Russian Documents. The DAN model jointly recognizes both text and layout from whole documents, it takes documents any size as an input output well logical tokens. For comparison purposes, conduct our experiments Digital Peter dataset has been recognized at line-level. ...

Automatic detection of font size finds many applications in the area of intelligent OCRing and document image analysis, which has been traditionally practised over uncompressed documents, although in real life the documents exist in compressed form for efficient storage and transmission. It would be novel and intelligent if the task of font size detection could be carried out directly from the ...