TransFINN “Transparent Feature Integrated Neural Network for Text Feature Selection and Classification”

This paper introduces TransFINN, a transparent extension artificial neural network that combines transparent feature selection with text classification. TransFINN provides clear insights into which terms most influence its decisions, addressing the “black–box” limitation of conv...

Disgrifiad llawn

Manylion Llyfryddiaeth

Prif Awduron:	Saif Ur Rehman, Ramsha Jat, Muhammad Rafi, Jaroslav Frnda
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	IEEE 2025-01-01
Cyfres:	IEEE Access
Pynciau:	Text classification feature selection artificial neural networks interpretability topic classification
Mynediad Ar-lein:	https://ieeexplore.ieee.org/document/11072704/
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!