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08/28/2023
Multimodal Detection of Social Spambots in Twitter using Transformers
Although not all bots are malicious, the vast majority of them are respo...
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07/28/2023
DeepTSF: Codeless machine learning operations for time series forecasting
This paper presents DeepTSF, a comprehensive machine learning operations...
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05/30/2023
Multitask learning for recognizing stress and depression in social media
Stress and depression are prevalent nowadays across people of all ages d...
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05/26/2023
Calibration of Transformer-based Models for Identifying Stress and Depression in Social Media
In today's fast-paced world, the rates of stress and depression present ...
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05/25/2023
Context-Aware Attention Layers coupled with Optimal Transport Domain Adaptation methods for recognizing dementia from spontaneous speech
Alzheimer's disease (AD) constitutes a complex neurocognitive disease an...
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03/01/2023
Towards a real-time demand response framework for smart communities using clustering techniques
The present study explores the use of clustering techniques for the desi...
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02/23/2023
A comparative assessment of deep learning models for day-ahead load forecasting: Investigating key accuracy drivers
Short-term load forecasting (STLF) is vital for the daily operation of p...
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02/12/2023
Neural Architecture Search with Multimodal Fusion Methods for Diagnosing Dementia
Alzheimer's dementia (AD) affects memory, thinking, and language, deteri...
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11/08/2022
A Multimodal Approach for Dementia Detection from Spontaneous Speech with Tensor Fusion Layer
Alzheimer's disease (AD) is a progressive neurological disorder, meaning...
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10/06/2022
Comparison of Missing Data Imputation Methods using the Framingham Heart study dataset
Cardiovascular disease (CVD) is a class of diseases that involve the hea...
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10/27/2021
Detecting Dementia from Speech and Transcripts using Transformers
Alzheimer's disease (AD) constitutes a neurodegenerative disease with se...
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09/14/2021
Explainable Identification of Dementia from Transcripts using Transformer Networks
Alzheimer's disease (AD) is the main cause of dementia which is accompan...
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02/05/2021