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Natural language processing

A network-centric approach for estimating trust between open source software developers

Hitesh Sapkota, Pradeep K. Murukannaiah, Yi Wang

Knowledge-based best of breed approach for automated detection of clinical events based on German free text digital hospital discharge letters

Maximilian König, André Sander, [ ... ], Elisabeth Steinhagen-Thiessen

Semantic computational analysis of anticoagulation use in atrial fibrillation from real world data

Daniel M. Bean, James Teo, [ ... ], Paul A. Scott

The Cinderella Complex: Word embeddings reveal gender stereotypes in movies and books

Huimin Xu, Zhang Zhang, Lingfei Wu, Cheng-Jun Wang

Comparative analysis on Facebook post interaction using DNN, ELM and LSTM

Sabih Ahmad Khan, Hsien-Tsung Chang

An exploration of automated narrative analysis via machine learning

Sharad Jones, Carly Fox, Sandra Gillam, Ronald B. Gillam

Technology opportunity discovery by structuring user needs based on natural language processing and machine learning

Taeyeoun Roh, Yujin Jeong, Hyejin Jang, Byungun Yoon

Refined distributed emotion vector representation for social media sentiment analysis

Yung-Chun Chang, Wen-Chao Yeh, Yan-Chun Hsing, Chen-Ann Wang

Predicting diabetes second-line therapy initiation in the Australian population via time span-guided neural attention network

Samuele Fiorini, Farshid Hajati, Annalisa Barla, Federico Girosi

Enhancing timeliness of drug overdose mortality surveillance: A machine learning approach

Patrick J. Ward, Peter J. Rock, [ ... ], Ramakanth Kavuluru

Can machine learning improve patient selection for cardiac resynchronization therapy?

Szu-Yeu Hu, Enrico Santus, [ ... ], Charlotta Lindvall

Self Multi-Head Attention-based Convolutional Neural Networks for fake news detection

Yong Fang, Jian Gao, [ ... ], Runpu Wu

Towards a top-down approach for an automatic discourse analysis for Basque: Segmentation and Central Unit detection tool

Aitziber Atutxa, Kepa Bengoetxea, Arantza Diaz de Ilarraza, Mikel Iruskieta

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