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Natural language processing

Supervised and unsupervised language modelling in Chest X-Ray radiological reports

Ignat Drozdov, Daniel Forbes, Benjamin Szubert, Mark Hall, Chris Carlin, David J. Lowe

published 10 Mar 2020

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Social language in autism spectrum disorder: A computational analysis of sentiment and linguistic abstraction

Izabela Chojnicka, Aleksander Wawer

published 06 Mar 2020

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Limited alignment of publicly competitive disease funding with disease burden in Japan

Shuhei Nomura, Daisuke Yoneoka, Shiori Tanaka, Ryoko Makuuchi, Haruka Sakamoto, Aya Ishizuka, Haruyo Nakamura, Anna Kubota, Kenji Shibuya

published 10 Feb 2020

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FastEmbed: Predicting vulnerability exploitation possibility based on ensemble machine learning algorithm

Yong Fang, Yongcheng Liu, Cheng Huang, Liang Liu

published 06 Feb 2020

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SAO2Vec: Development of an algorithm for embedding the subject–action–object (SAO) structure using Doc2Vec

Sunhye Kim, Inchae Park, Byungun Yoon

published 05 Feb 2020

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

Hitesh Sapkota, Pradeep K. Murukannaiah, Yi Wang

published 30 Dec 2019

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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, Ilja Demuth, Daniel Diekmann, Elisabeth Steinhagen-Thiessen

published 27 Nov 2019

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

Daniel M. Bean, James Teo, Honghan Wu, Ricardo Oliveira, Raj Patel, Rebecca Bendayan, Ajay M. Shah, Richard J. B. Dobson, Paul A. Scott

published 25 Nov 2019

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

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

published 22 Nov 2019

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

Sabih Ahmad Khan, Hsien-Tsung Chang

published 12 Nov 2019

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An exploration of automated narrative analysis via machine learning

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

published 31 Oct 2019

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

Taeyeoun Roh, Yujin Jeong, Hyejin Jang, Byungun Yoon

published 29 Oct 2019

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Refined distributed emotion vector representation for social media sentiment analysis

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

published 24 Oct 2019

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