Yazar "Sevim, Semih" için listeleme
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A document image classification system fusing deep and machine learning models
Omurca, Sevinc Ilhan; Ekinci, Ekin; Sevim, Semih; Edinc, Eren Berk; Eken, Suleyman; Sayar, Ahmet (Springer, 2022)Artificial Intelligence (AI) technologies are now widely employed to overcome human-induced faults in a variety of systems used in our daily lives, thanks to the digital transformation.One example of such systems is online ... -
Multi-Class Document Image Classification using Deep Visual and Textual Features
Sevim, Semih; Ekinci, Ekin; Omurca, Sevinc Ilhan; Edinc, Eren Berk; Eken, Suleyman; Erdem, Turkucan; Sayar, Ahmet (World Scientific Publ Co Pte Ltd, 2022)The digitalization era has brought digital documents with it, and the classification of document images has become an important need as in classical text documents. Document images, in which text documents are stored as ... -
Multi-view Document Classification with Co-training
Sevim, Semih; Ekinci, Ekin; İlhan Omurca, Sevinç (IEEE, 2020)The purpose of the document classification is to assign the most proper label to a document. In real world data, insufficiency of labeled data is a major problem. In this study, a semi-supervised co-training algorithm, ...