Mohammed Alawad

Neural network-based fuzzy control surface implementation

2015

This paper proposes a new design methodology of two-input and one-output fuzzy logic controller by training an Artificial Neural Network (ANN) that approximates a fuzzy control surface resulting from a basic fuzzy controller. The main …

Retrofitting Word Embeddings with the UMLS Metathesaurus for Clinical Information Extraction

2018

Deep learning has surged in popularity and proven to be effective for various artificial intelligence applications including information extraction from cancer pathology reports. Since word representation is a core unit that enables deep learning algorithms …