R Zitouni, H Bezine, N Arous - International Journal of Machine Learning …, 2024 - Springer
Graphs serve as highly powerful representational tools which are particularly well-suited for a great variety of computer applications such as computer vision and handwriting …
In this paper, we present GMG-BCU—a local search algorithm based on block coordinate update for estimating a generalized median graph for a given collection of labeled or …
This paper investigates the relationship between fuzzy median graphs and blocks, which are important concepts in fuzzy graph theory, particularly in terms of connectivity. The main focus …
MS Alexiou, NG Bourbakis - Pattern Recognition, 2025 - Elsevier
Abstract Deep Understanding of Technical Documents (DUTD) has become a very attractive field with great potential due to large amounts of accumulated documents and the valuable …
As the use of deep methods become widespread in the scientific community, causing major changes in systems architecture and position in terms of knowledge acquisition, we report …
Due to the increased size of data, there is a need for retrieving the right document for the user efficiently, which finds various applications in the research community. In this work, we …
Computing a graph prototype may constitute a core element for clustering or classification tasks. However, its computation is an NP-Hard problem, even for simple classes of graphs …
The rapid development of internet helps in organizing documents based on their specific data for large-scale organizations to small-scale organizations. Document retrieval system …
Word Spotting of Historical Arabic Documents is a challenging task due to the complexity of document layouts. This paper proposes a novel word spotting approach that consists of …