Výsledky vyhledávání - "Tajbia Hossain"

Reducing the Effect of Imbalance in Text Classification Using SVD and GloVe with Ensemble and Deep Learning

Autor: Tajbia Hossain, Humaira Zahin Mauni, Raqeebir Rab

Publikováno v: COMPUTING AND INFORMATICS; Vol. 41 No. 1 (2022): Computing and Informatics; 98–115

Due to the recent escalation in the amount of text data available and used online, text classification has become a staple for data analysts when extracting relevant information. Yet, machine learning algorithms are susceptible to biases when impleme

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::65ce622a678c3d05147d736a14d2935b
https://www.cai.sk/ojs/index.php/cai/article/view/2022_1_98

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Classification of Underrepresented Text Data in an Imbalanced Dataset Using Deep Neural Network

Autor: Tajbia Hossain, Raqeebir Rab, Humaira Zahin Mauni

Publikováno v: 2020 IEEE Region 10 Symposium (TENSYMP).

Text classification is a well researched, much-explored topic for burgeoning researchers in the field of data mining. Yet, all the inadequacies that actual text data present during practical applications of these models in real life calls forth the n

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::1db93badef7d9948413b8ecbbbd5605a
https://doi.org/10.1109/tensymp50017.2020.9231021

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