Zobrazeno 1 - 10
of 46
pro vyhledávání: '"Ilias, Loukas"'
Publikováno v:
Volume 14, article number 196, (2024)
The detection of depression in social media posts is crucial due to the increasing prevalence of mental health issues. Traditional machine learning algorithms often fail to capture intricate textual patterns, limiting their effectiveness in identifyi
Externí odkaz:
http://arxiv.org/abs/2409.20048
Although not all bots are malicious, the vast majority of them are responsible for spreading misinformation and manipulating the public opinion about several issues, i.e., elections and many more. Therefore, the early detection of bots is crucial. Al
Externí odkaz:
http://arxiv.org/abs/2308.14484
Autor:
Ilias, Loukas, Askounis, Dimitris
Publikováno v:
Online Social Networks and Media (Volumes: 37-38, September 2023)
Stress and depression are prevalent nowadays across people of all ages due to the quick paces of life. People use social media to express their feelings. Thus, social media constitute a valuable form of information for the early detection of stress a
Externí odkaz:
http://arxiv.org/abs/2305.18907
In today's fast-paced world, the rates of stress and depression present a surge. Social media provide assistance for the early detection of mental health conditions. Existing methods mainly introduce feature extraction approaches and train shallow ma
Externí odkaz:
http://arxiv.org/abs/2305.16797
Autor:
Ilias, Loukas, Askounis, Dimitris
Publikováno v:
Knowledge-Based Systems (Volume: 277, October 2023)
Alzheimer's disease (AD) constitutes a complex neurocognitive disease and is the main cause of dementia. Although many studies have been proposed targeting at diagnosing dementia through spontaneous speech, there are still limitations. Existing state
Externí odkaz:
http://arxiv.org/abs/2305.16406
Alzheimer's dementia (AD) affects memory, thinking, and language, deteriorating person's life. An early diagnosis is very important as it enables the person to receive medical help and ensure quality of life. Therefore, leveraging spontaneous speech
Externí odkaz:
http://arxiv.org/abs/2302.05894
Alzheimer's disease (AD) is a progressive neurological disorder, meaning that the symptoms develop gradually throughout the years. It is also the main cause of dementia, which affects memory, thinking skills, and mental abilities. Nowadays, researche
Externí odkaz:
http://arxiv.org/abs/2211.04368
Cardiovascular disease (CVD) is a class of diseases that involve the heart or blood vessels and according to World Health Organization is the leading cause of death worldwide. EHR data regarding this case, as well as medical cases in general, contain
Externí odkaz:
http://arxiv.org/abs/2210.03154
People are regularly confronted with potentially deceptive statements (e.g., fake news, misleading product reviews, or lies about activities). Only few works on automated text-based deception detection have exploited the potential of deep learning ap
Externí odkaz:
http://arxiv.org/abs/2210.03080
Publikováno v:
Computer Speech & Language (Volume: 79, April 2023)
Alzheimer's disease (AD) constitutes a neurodegenerative disease with serious consequences to peoples' everyday lives, if it is not diagnosed early since there is no available cure. Alzheimer's is the most common cause of dementia, which constitutes
Externí odkaz:
http://arxiv.org/abs/2110.14769