Results 51 to 60 of about 379,557 (154)

Stable Classification of Text Genres

Computational Linguistics, 2021
Philipp Petrenz, Bonnie Webber
doaj   +1 more source

On the use of text classification methods for text summarisation [PDF]

, 2014
This thesis describes research work undertaken in the fields of text and questionnaire mining. More specifically, the research work is directed at the use of text classification techniques for the purpose of summarising the free text part of questionnaires.
openaire   +2 more sources

Text Representations for Patent Classification

Computational Linguistics, 2021
Eva D'hondt, Suzan Verberne, Cornelis Koster, Lou Boves   +3 more
doaj   +1 more source

Federated Freeze BERT for text classification

Journal of Big Data
Pre-trained BERT models have demonstrated exceptional performance in the context of text classification tasks. Certain problem domains necessitate data distribution without data sharing.
Omar Galal, Ahmed H. Abdel-Gawad, Mona Farouk   +2 more
doaj   +1 more source

An Ensemble Framework for Text Classification

Information
Ensemble learning can improve predictive performance compared to the performance of any of its constituents alone, while keeping computational demands manageable. However, no reference methodology is available for developing ensemble systems.
Eleni Kamateri, Michail Salampasis
doaj   +1 more source

Text Semantics-Driven Data Classification Storage Optimization

Applied Sciences
Data classification storage has emerged as an effective strategy, harnessing the diverse performance attributes of storage devices to orchestrate a harmonious equilibrium between energy consumption, cost considerations, and user accessibility.
Zhu Yuan, Xueqiang Lv, Yunchao Gong, Boshan Liu, Haixiang Yang, Xindong You   +5 more
doaj   +1 more source

OBOE: an Explainable Text Classification Framework.

International Journal of Interactive Multimedia and Artificial Intelligence
Explainable Artificial Intelligence (XAI) has recently gained visibility as one of the main topics of Artificial Intelligence research due to, among others, the need to provide a meaningful justification of the reasons behind the decision of black-box ...
Raúl A. del Águila Escobar, Mari Carmen Suárez Figueroa, Mariano Fernández López   +2 more
doaj   +1 more source

Feature selection algorithm for uncertain text classification

Tongxin xuebao, 2009
A novel algorithm called FSUNT was proposed based on HSIC, with the focus on the vagueness and uncertainty which might be taken into account during feature selection.
WANG Bo, JIA Yan, YANG Shu-qiang, ZHOU Bin   +3 more
doaj  

Comparing energy consumption and accuracy in text classification inference. [PDF]

Sci Rep
Zschache J, Hartwig T.
europepmc   +1 more source

Mitigating bias in multilabel medical text classification: a cooperative training framework with dynamic debiasing. [PDF]

Bioinformatics
Li P, Zhang X, Hu X, Lin Z, Zhou D.
europepmc   +1 more source