Browsing by Author "Lim, Chee Peng"
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Classification ensemble to improve medical named entity recognition
Keretna, Sara; Lim, Chee Peng; Creighton, Doug; Shaban, Khaled Bashir ( Institute of Electrical and Electronics Engineers Inc. , 2014 , Conference Paper)An accurate Named Entity Recognition (NER) is important for knowledge discovery in text mining. This paper proposes an ensemble machine learning approach to recognise Named Entities (NEs) from unstructured and informal ... -
Decomposition-based wind power forecasting models and their boundary issue: An in-depth review and comprehensive discussion on potential solutions
Chen, Yinsong; Yu, Samson; Islam, Shama; Lim, Chee Peng; Muyeen, S.M. ( Elsevier Ltd , 2022 , Article Review)Recently, numerous forecasting models have been reported in the wind power forecasting field, aiming for reliable integration of renewable energy into the electric grid. Decomposition-based hybrid models have gained ... -
Enhancing medical named entity recognition with an extended segment representation technique
Keretna, Sara; Lim, Chee Peng; Creighton, Doug; Shaban, Khaled Bashir ( Elsevier , 2015 , Article)Objective: The objective of this paper is to formulate an extended segment representation (SR) technique to enhance named entity recognition (NER) in medical applications. Methods: An extension to the IOBES (Inside/Outsi ...