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05/13/2022
Sentiment Analysis of Covid-related Reddits
This paper focuses on Sentiment Analysis of Covid-19 related messages fr...
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07/28/2021
Sentiment Analysis of the COVID-related r/Depression Posts
Reddit.com is a popular social media platform among young people. Reddit...
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05/27/2021
Explainable Multi-class Classification of the CAMH COVID-19 Mental Health Data
Application of Machine Learning algorithms to the medical domain is an e...
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12/28/2020
Convolutional Neural Networks in Multi-Class Classification of Medical Data
We report applications of Convolutional Neural Networks (CNN) to multi-c...
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12/26/2020
Explainable Multi-class Classification of Medical Data
Machine Learning applications have brought new insights into a secondary...
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10/19/2020
Machine Learning Evaluation of the Echo-Chamber Effect in Medical Forums
We propose the Echo-Chamber Effect assessment of an online forum. Sentim...
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05/01/2018
Word2Vec and Doc2Vec in Unsupervised Sentiment Analysis of Clinical Discharge Summaries
In this study, we explored application of Word2Vec and Doc2Vec for senti...
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03/16/2018
Corpus Statistics in Text Classification of Online Data
Transformation of Machine Learning (ML) from a boutique science to a gen...
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02/25/2018
One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data
Due to recent technical and scientific advances, we have a wealth of inf...
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02/24/2017
Studying Positive Speech on Twitter
We present results of empirical studies on positive speech on Twitter. B...
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08/08/2016