Toward an Incremental Classification Process of Document Stream Using ...
link.springer.com › chapter
Sep 2, 2021 · In this paper, we propose a solution to this problem by introducing a system cascade concept that could integrate deep neural network.
Sep 5, 2021 · In this paper, we propose a solution to this problem by introducing a system cascade concept that could integrate deep neural network.
This cascade offers the possibility to integrate few-shot learning or incremental architecture following the deep neural network without major restrictions on ...
The second is a combination method that uses a cascade of systems to offer a gradual solution for each issue. These two options provide good results as well in ...
Missing: Toward | Show results with:Toward
Typical business document classification workflows include document capture, image analysis, Optical Character Recognition (OCR) for recognizing the text ...
This cascade offers the possibility to integrate few-shot learning or incremental architecture following the deep neural network without major restrictions on ...
May 11, 2024 · This research work proposes a novel protocol for rehearsal-based incremental learning models for the classification of business document ...
This process limits the computing time, because the majority of documents will be classified by the first stage. In this cascade method, the order of stages is.
We describe an end-to-end system based on existing incremental algorithms for both document classification and field extraction. But in this paper, we ...
This research work proposes a novel protocol for rehearsal-based incremental learning models for the classification of business document streams.