Effective classification of clinical reports: natural language processing-based and topic modeling-based approaches

ES Sarioglu - 2014 - search.proquest.com
More and more, patient information is being stored in digital formats; however, to be able to
maximize its usefulness, automated tools needs to be built that can effectively and efficiently …

Name Entity Conflict Detection in Biomedical Text Data Based on Probabilistic Topic Models

VP Yadav, M Kumari - … of the 2014 International Conference on …, 2014 - dl.acm.org
In the recent advancement in medical domain due to extensive use of the Information
Communication & Technology (ICT) services, like EHRs, E-Health etc., generate huge …

[PDF][PDF] Improving Business Type Classification from Twitter Posts Based on Topic Model

C Thongsuk, C Haruechaiyasak… - World of Computer …, 2011 - academia.edu
Today Twitter, a social networking website, has become a new advertising channel to
promote products and services using online social network community. In this study, we …

[PDF][PDF] Hierarchical classification for speech-to-speech translation.

E Ettelaie, PG Georgiou, SS Narayanan - INTERSPEECH, 2010 - sail.usc.edu
Abstract Concept classifiers have been used in speech to speech translation systems. Their
effectiveness, however, depends on the size of the domain that they cover. The main …

Non-Topical Classification of Query Logs Using Background Knowledge

I Taksa, S Zelikovitz, A Spink - Machine Learning: Concepts …, 2012 - igi-global.com
Background knowledge has been actively investigated as a possible means to improve
performance of machine learning algorithms. Research has shown that background …

[图书][B] Statistical pattern recognition approaches for retrieval-based machine translation systems

DS Mansjur - 2011 - search.proquest.com
This dissertation addresses the problem of Machine Translation (MT), which is defined as an
automated translation of a document written in one language (the source language) to …

[图书][B] Determining the value of handwritten comments within work orders

D Thombs - 2010 - search.proquest.com
In the workplace many work orders are handwritten on paper rather than recorded in a
digital format. Despite being archived, these documents are neither referenced nor analyzed …