Computational Intelligence
The IndRNN Capsule Approach for Persian Multi-Domain Sentiment Analysis

ramin mousa; Mohammad Ali Dadgostarnia; Amir Olfati Malamiri; Elham Behnam; Shahram Miri Kelaniki

Articles in Press, Accepted Manuscript, Available Online from 24 October 2023

https://doi.org/10.22105/jarie.2023.345352.1477

Abstract
  Sentiment Analysis (SA) is the computational analysis of ideas, feelings and opinions using natural language processing techniques, computational methods and text analysis to extract polarity (positive, negative or neutral) from unstructured documents or textual comments. Multi-domain SA is based on ...  Read More

Other
A Review of Methods for Detecting Multimodal Emotions in Sound, Image and Text

seyed sadegh hosseini; Mohammadreza Yamaghani; Soodabeh Poorzaker Arabani

Articles in Press, Accepted Manuscript, Available Online from 15 February 2024

https://doi.org/10.22105/jarie.2024.413341.1560

Abstract
  Emotional computing synergizes the understanding and quantification of emotions, drawing on diverse data sources such as text, audio, and visual indicators. A challenge arises when attempting to discern authentic emotions from those concealed deliberately via facial cues, vocal nuances, and other communicative ...  Read More

Data mining
A hybrid model for predicting bitcoin price using machine learning and metaheuristic algorithms

Aboosaleh Mohammad Sharifi; Kaveh Khalili Damghani; Farshid Abdi; Soheila Sardar

Volume 9, Issue 1 , March 2022, , Pages 134-150

https://doi.org/10.22105/jarie.2021.291175.1343

Abstract
  Cryptocurrencies are considered as new financial and economic tools having special and innovative features, among which Bitcoin is the most popular. The contribution of the Bitcoin market continues to grow due to the special nature of Bitcoin. The investors' attention to Bitcoin has increased significantly ...  Read More

Decision analysis and methods
A decision-making system for detecting fake persian news by improving deep learning algorithms– case study of Covid-19 news

Vahid Mottaghi; Mahdi Esmaeili; Ghasem Ali Bazaee; Mohammadali Afshar Kazemi

Volume 8, Special Issue , November 2021, , Pages 1-17

https://doi.org/10.22105/jarie.2021.281257.1299

Abstract
  With the increase of news on social networks, a way to identify fake news has become an essential matter. Classification is a fundamental task in natural language processing (NLP). Convolutional neural network (CNN), as a popular deep learning model, has shown remarkable success in the task of fake news ...  Read More