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LonelyText: A Short Messaging Based Classification of Loneliness
Loneliness does not only have emotional implications on a person but als...
01/22/2021 ∙ by Mawulolo K. Ameko, et al. ∙
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Offline Contextual Multi-armed Bandits for Mobile Health Interventions: A Case Study on Emotion Regulation
Delivering treatment recommendations via pervasive electronic devices su...
08/21/2020 ∙ by Mawulolo K. Ameko, et al. ∙
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Gender Detection on Social Networks using Ensemble Deep Learning
Analyzing the ever-increasing volume of posts on social media sites such...
04/13/2020 ∙ by Kamran Kowsari, et al. ∙
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Human Apprenticeship Learning via Kernel-based Inverse Reinforcement Learning
This paper considers if a reward function learned via inverse reinforcem...
02/25/2020 ∙ by Mark A. Rucker, et al. ∙
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Enabling Smartphone-based Estimation of Heart Rate
Continuous, ubiquitous monitoring through wearable sensors has the poten...
12/18/2019 ∙ by Nutta Homdee, et al. ∙
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Women in ISIS Propaganda: A Natural Language Processing Analysis of Topics and Emotions in a Comparison with Mainstream Religious Group
Online propaganda is central to the recruitment strategies of extremist ...
12/09/2019 ∙ by Mojtaba Heidarysafa, et al. ∙
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Text Classification Algorithms: A Survey
In recent years, there has been an exponential growth in the number of c...
04/17/2019 ∙ by Kamran Kowsari, et al. ∙
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Analysis of Railway Accidents' Narratives Using Deep Learning
Automatic understanding of domain specific texts in order to extract use...
10/17/2018 ∙ by Mojtaba Heidarysafa, et al. ∙
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Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record
The wide implementation of electronic health record (EHR) systems facili...
10/10/2018 ∙ by Jinghe Zhang, et al. ∙
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An Improvement of Data Classification Using Random Multimodel Deep Learning (RMDL)
The exponential growth in the number of complex datasets every year requ...
08/23/2018 ∙ by Mojtaba Heidarysafa, et al. ∙
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RMDL: Random Multimodel Deep Learning for Classification
The continually increasing number of complex datasets each year necessit...
05/03/2018 ∙ by Kamran Kowsari, et al. ∙
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Cluster-based Approach to Improve Affect Recognition from Passively Sensed Data
Negative affect is a proxy for mental health in adults. By being able to...
01/31/2018 ∙ by Mawulolo K. Ameko, et al. ∙
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HDLTex: Hierarchical Deep Learning for Text Classification
The continually increasing number of documents produced each year necess...
09/24/2017 ∙ by Kamran Kowsari, et al. ∙
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