2 code implementations • 17 Apr 2019 • Kamran Kowsari, Kiana Jafari Meimandi, Mojtaba Heidarysafa, Sanjana Mendu, Laura E. Barnes, Donald E. Brown
In this paper, a brief overview of text classification algorithms is discussed.
1 code implementation • 23 Aug 2018 • Mojtaba Heidarysafa, Kamran Kowsari, Donald E. Brown, Kiana Jafari Meimandi, Laura E. Barnes
In this paper, we describe RMDL model and compare the results for image and text classification as well as face recognition.
1 code implementation • 3 May 2018 • Kamran Kowsari, Mojtaba Heidarysafa, Donald E. Brown, Kiana Jafari Meimandi, Laura E. Barnes
This paper introduces Random Multimodel Deep Learning (RMDL): a new ensemble, deep learning approach for classification.
3 code implementations • 24 Sep 2017 • Kamran Kowsari, Donald E. Brown, Mojtaba Heidarysafa, Kiana Jafari Meimandi, Matthew S. Gerber, Laura E. Barnes
This is because along with this growth in the number of documents has come an increase in the number of categories.
Ranked #1 on Document Classification on WOS-46985