From the beginning, the process of research and its publication is an ever-growing phenomenon and with the emergence of web technologies, its growth rate is overwhelming …
Abstract Every year, around 28,100 journals publish 2.5 million research publications. Search engines, digital libraries, and citation indexes are used extensively to search these …
Classifying scientific publications according to Field-of-Science (FoS) taxonomies is of crucial importance, allowing funders, publishers, scholars, companies and other …
VS Tidake, SS Sane - International Journal of Engineering and …, 2018 - researchgate.net
Wide use of internet generates huge data which needs proper organization leading to text categorization. Earlier it was found that a document describes one category. Soon it was …
A Hafeez, T Ali, A Nawaz, SU Rehman… - IEEE …, 2023 - ieeexplore.ieee.org
Scientific document classification is an important field of machine learning. Currently, scientific document category identification is done manually. There are already defined …
Classification is used to predict class of unseen instance as accurate as possible. Multi label classification is a variant of single label classification where set of labels associated with …
G Tsoumakas, I Katakis - … Journal of Data Warehousing and Mining …, 2007 - igi-global.com
Multi-label classification methods are increasingly required by modern applications, such as protein function classification, music categorization, and semantic scene classification. This …
A Pakrashi, D Greene… - Greene, D., Mac …, 2016 - researchrepository.ucd.ie
Multi-label classification is an approach to classification prob-lems that allows each data point to be assigned to more than one class at the same time. Real life machine learning …
MA Shehab, O Badarneh, M Al-Ayyoub… - 2016 7th international …, 2016 - ieeexplore.ieee.org
Multi-label classification of textual data is an important problem with the growing size of available data and the increasing difficulties in assigning a single label to each piece of text …