[图书][B] Ripple-down rules: the alternative to machine learning

P Compton, BH Kang - 2021 - taylorfrancis.com
Machine learning algorithms hold extraordinary promise, but the reality is that their success
depends entirely on the suitability of the data available. This book is about Ripple-Down …

Temporal contexts: Effective text classification in evolving document collections

L Rocha, F Mourão, H Mota, T Salles, MA Gonçalves… - Information Systems, 2013 - Elsevier
The management of a huge and growing amount of information available nowadays makes
Automatic Document Classification (ADC), besides crucial, a very challenging task …

HealthAid: Extracting domain targeted high precision procedural knowledge from on-line communities

EN Alemu, J Huang - Information Processing & Management, 2020 - Elsevier
Recent advances in semantic web have shown how entity related searches have benefited
from entity-based knowledge graphs. However, much of the commonsense knowledge …

Temporally-aware algorithms for document classification

T Salles, L Rocha, GL Pappa, F Mourão… - Proceedings of the 33rd …, 2010 - dl.acm.org
Automatic Document Classification (ADC) is still one of the major information retrieval
problems. It usually employs a supervised learning strategy, where we first build a …

Exploiting temporal contexts in text classification

L Rocha, F Mourão, A Pereira, MA Gonçalves… - Proceedings of the 17th …, 2008 - dl.acm.org
Due to the increasing amount of information being stored and accessible through the Web,
Automatic Document Classification (ADC) has become an important research topic. ADC …

A two-stage machine learning approach for temporally-robust text classification

T Salles, L Rocha, F Mourão, M Gonçalves, F Viegas… - Information Systems, 2017 - Elsevier
One of the most relevant research topics in Information Retrieval is Automatic Document
Classification (ADC). Several ADC algorithms have been proposed in the literature …

MCRDR knowledge-based 3D dialogue simulation in clinical training and assessment

W Yang, D Hebert, S Kim, B Kang - Journal of medical systems, 2019 - Springer
Dialogue-based simulation is a real-world practice technique for medical and clinical
education that provides students with an opportunity to train using hands-on experiences …

A comparable study employing weka clustering/classification algorithms for web page classification

I Charalampopoulos… - 2011 15th Panhellenic …, 2011 - ieeexplore.ieee.org
Documents and web pages share many similarities. Thus classification methods used in
documents can be applied to advanced web content, with or even without modifications …

Class consistent multi-modal fusion with binary features

A Shrivastava, M Rastegari… - Proceedings of the …, 2015 - openaccess.thecvf.com
Many existing recognition algorithms combine different modalities based on training
accuracy but do not consider the possibility of noise at test time. We describe an algorithm …

Automatic document classification temporally robust

T Salles, L Rocha, F Mourao, GL Pappa… - … of Information and …, 2010 - periodicos.ufmg.br
The widespread use of the Internet has increased the amount of information being stored on
and accessed through the Web. This information is frequently organized as textual …