egnite, Inc. Receives U.S. Patent for NLP-Based Algorithm That Classifies Mitral Regurgitation Mechanism from Echocardiographic Reports

egnite, Inc. Receives U.S. Patent for NLP-Based Algorithm That Classifies Mitral Regurgitation Mechanism from Echocardiographic Reports Patent recognizes egnite's novel approach to identifying ...
IEEE

Text Classification Algorithm Using BERT for Legal Document Analysis and Summarization

Abstract: Legal documents' length, complexity, and plenty of domain-specific language make classification and analysis of them challenging. Often lacking the required contextual depth, conventional ...
Scientific Research Publishing

Aggarwal, C.C. and Zhai, C. (2012) A Survey of Text Classification Algorithms. In: Mining Text Data, Springer, 163-222.

ABSTRACT: This study addresses the growing demand for news text classification driven by the rapid expansion of internet information by proposing a classification algorithm based on a Bidirectional ...
Scientific Research Publishing

Kowsari, K., Jafari Meimandi, K., Heidarysafa, M., Mendu, S., Barnes, L. and Brown, D. (2019) Text Classification Algorithms: A Survey. Information, 10, Article 150.

ABSTRACT: This study addresses the growing demand for news text classification driven by the rapid expansion of internet information by proposing a classification algorithm based on a Bidirectional ...
IEEE

Deep Learning-Based Algorithm for Classification of News Text

Abstract: As online news grows exponentially, hotspot classification is becoming increasingly important. Although traditional machine learning-based text classification methods, such as plain Bayes, ...
Microsoft

Text Classification Improved through Multigram Models

Classification algorithms and document representation approaches are two key elements for a successful document classification system. In the past, much work has been conducted to find better ways to ...