AIMC Topic: Social Networking

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Early Detection of Depression: Social Network Analysis and Random Forest Techniques.

Journal of medical Internet research Jun 10, 2019
BACKGROUND: Major depressive disorder (MDD) or depression is among the most prevalent psychiatric disorders, affecting more than 300 million people globally. Early detection is critical for rapid intervention, which can potentially reduce the escalat...
Humans Artificial Intelligence Depression Remote Sensing Technology Social Networking Machine Learning Female Male
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Modulation Classification of Underwater Communication with Deep Learning Network.

Computational intelligence and neuroscience Apr 1, 2019
Automatic modulation recognition has successfully used various machine learning methods and achieved certain results. As a subarea of machine learning, deep learning has made great progress in recent years and has made remarkable progress in the fiel...
Social Networking Image Processing, Computer-Assisted Acoustics Machine Learning Humans Communication Neural Networks, Computer Deep Learning
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Medical concept normalization in social media posts with recurrent neural networks.

Journal of biomedical informatics Jun 12, 2018
Text mining of scientific libraries and social media has already proven itself as a reliable tool for drug repurposing and hypothesis generation. The task of mapping a disease mention to a concept in a controlled vocabulary, typically to the standard...
Semantics Unified Medical Language System Linguistics Probability Medical Informatics Social Networking Neural Networks, Computer Social Media Natural Language Processing Pharmaceutical Preparations Data Mining
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Evidence of Rentian Scaling of Functional Modules in Diverse Biological Networks.

Neural computation Jun 12, 2018
Biological networks have long been known to be modular, containing sets of nodes that are highly connected internally. Less emphasis, however, has been placed on understanding how intermodule connections are distributed within a network. Here, we bor...
Algorithms Animals Protein Interaction Maps Humans Neural Networks, Computer Information Services Nerve Net Biological Evolution Social Networking Gene Regulatory Networks Models, Biological
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A review of influenza detection and prediction through social networking sites.

Theoretical biology & medical modelling Feb 1, 2018
Early prediction of seasonal epidemics such as influenza may reduce their impact in daily lives. Nowadays, the web can be used for surveillance of diseases. Search engines and social networking sites can be used to track trends of different diseases ...
Influenza, Human Search Engine Social Networking Predictive Value of Tests Internet Humans Neural Networks, Computer Machine Learning Disease Outbreaks
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Box Office Forecasting considering Competitive Environment and Word-of-Mouth in Social Networks: A Case Study of Korean Film Market.

Computational intelligence and neuroscience Jul 27, 2017
Accurate box office forecasting models are developed by considering competition and word-of-mouth (WOM) effects in addition to screening-related information. Nationality, genre, ratings, and distributors of motion pictures running concurrently with t...
Humans Machine Learning Forecasting Motion Pictures Korea Social Networking
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Ontology-Based Approach to Social Data Sentiment Analysis: Detection of Adolescent Depression Signals.

Journal of medical Internet research Jul 24, 2017
BACKGROUND: Social networking services (SNSs) contain abundant information about the feelings, thoughts, interests, and patterns of behavior of adolescents that can be obtained by analyzing SNS postings. An ontology that expresses the shared concepts...
Biological Ontologies Social Networking Adolescent Humans Adult Young Adult Depression Social Media Data Mining
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Dynamic response and transfer function of social systems: A neuro-inspired model of collective human activity patterns.

Neural networks : the official journal of the International Neural Network Society Jul 14, 2017
The interaction of social networks with the external environment gives rise to non-stationary activity patterns reflecting the temporal structure and strength of exogenous influences that drive social dynamical processes far from an equilibrium state...
Models, Theoretical Social Networking Community Networks Humans Neural Networks, Computer
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An unsupervised machine learning model for discovering latent infectious diseases using social media data.

Journal of biomedical informatics Dec 26, 2016
INTRODUCTION: The authors of this work propose an unsupervised machine learning model that has the ability to identify real-world latent infectious diseases by mining social media data. In this study, a latent infectious disease is defined as a commu...
Communicable Diseases Public Health Social Media Humans Unsupervised Machine Learning Data Mining Social Networking
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Scotland's knowledge network: a progress report on Knowledge into Action.

Scottish medical journal Oct 7, 2015
Launched in 2012, Knowledge into Action is the national knowledge management strategy for the health and social care workforce in Scotland. It is transforming the role of the national digital knowledge service--NHS Education for Scotlands' Knowledge ...
Research Report Knowledge Bases Scotland Quality Assurance, Health Care Humans Evidence-Based Medicine Quality Improvement Translational Research, Biomedical Social Networking Information Dissemination Information Services
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