Advanced metaheuristic optimization techniques in applications of deep neural networks: a review

M Abd Elaziz, A Dahou, L Abualigah, L Yu… - Neural Computing and …, 2021 - Springer
Deep neural networks (DNNs) have evolved as a beneficial machine learning method that
has been successfully used in various applications. Currently, DNN is a superior technique …

Sentiment analysis of text reviews using lexicon-enhanced bert embedding (LeBERT) model with convolutional neural network

J Mutinda, W Mwangi, G Okeyo - Applied Sciences, 2023 - mdpi.com
Sentiment analysis has become an important area of research in natural language
processing. This technique has a wide range of applications, such as comprehending user …

Twitter sentiment analysis using ensemble based deep learning model towards COVID-19 in India and European countries

D Sunitha, RK Patra, NV Babu, A Suresh… - Pattern recognition …, 2022 - Elsevier
As of November 2021, more than 24.80 crore people are diagnosed with the coronavirus in
that around 50.20 lakhs people lost their lives, because of this infectious disease. By …

Ensemble transfer learning-based multimodal sentiment analysis using weighted convolutional neural networks

A Ghorbanali, MK Sohrabi, F Yaghmaee - Information Processing & …, 2022 - Elsevier
Huge amounts of multimodal content and comments in a mixture form of text, image, and
emoji are continuously shared by users on various social networks. Most of the comments of …

A comprehensive review of visual–textual sentiment analysis from social media networks

IKS Al-Tameemi, MR Feizi-Derakhshi… - … of Computational Social …, 2024 - Springer
Social media networks have become a significant aspect of people's lives, serving as a
platform for their ideas, opinions and emotions. Consequently, automated sentiment …

Blockchain and deep learning technologies for construction equipment security information management

X Pan, B Zhong, D Sheng, X Yuan, Y Wang - Automation in construction, 2022 - Elsevier
Construction equipment security information management (CESIM) is a critical component of
equipment security management. However, equipment-related information's authenticity and …

Deep learning based sentiment analysis of public perception of working from home through tweets

A Vohra, R Garg - Journal of Intelligent Information Systems, 2023 - Springer
Nowadays, we are witnessing a paradigm shift from the conventional approach of working
from office spaces to the emerging culture of working virtually from home. Even during the …

WTL-CNN: A news text classification method of convolutional neural network based on weighted word embedding

W Zhao, L Zhu, M Wang, X Zhang, J Zhang - Connection Science, 2022 - Taylor & Francis
The word embedding model word2vec tends to ignore the importance of a single word to the
entire document, which affects the accuracy of the news text classification method. To …

Aspect-based sentiment analysis of customer speech data using deep convolutional neural network and bilstm

S Murugaiyan, SR Uyyala - Cognitive Computation, 2023 - Springer
The process of detecting sentiments of particular context from human speech emotions is
naturally in-built for humans unlike computers, where it is not possible to process human …

Three-heartbeat multilead ECG recognition method for arrhythmia classification

LH Wang, YT Yu, W Liu, L Xu, CX **e, T Yang… - IEEE …, 2022 - ieeexplore.ieee.org
Electrocardiogram (ECG) is the primary basis for the diagnosis of cardiovascular diseases.
However, the amount of ECG data of patients makes manual interpretation time-consuming …