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Content-Based Hyperspectral Image Compression Using a Multi-Depth Weighted Map With Dynamic Receptive Field Convolution
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-09)
In content-based image compression, the importance map guides the bit allocation based on its ability to represent the importance of image contents. In this paper, we improve the representational power of importance map ...
CDPS-IoT: Cardiovascular Disease Prediction System Based on IoT using Machine Learning
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-06)
Internet of Things, Machine learning, and Cloud computing are the emerging domains of information communication and technology. These techniques can help to save the life of millions in the medical assisted environment and ...
Automatic Classification of Oral Pathologies Using Orthopantomogram Radiography Images Based on Convolutional Neural Network
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-06)
An attempt has been made to device a robust method to classify different oral pathologies using Orthopantomogram (OPG) images based on Convolutional Neural Network (CNN). This system will provide a novel approach for the ...
Neural Collaborative Filtering Classification Model to Obtain Prediction Reliabilities
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-06)
Neural collaborative filtering is the state of art field in the recommender systems area; it provides some models that obtain accurate predictions and recommendations. These models are regression-based, and they just
return ...
Sentiment Analysis and Classification of Hotel Opinions in Twitter With the Transformer Architecture
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023-03)
Sentiment analysis is of great importance to parties who are interested is analyzing the public opinion in social networks. In recent years, deep learning, and particularly, the attention-based architecture, has taken over ...
COVID-19 Disease Prediction Using Weighted Ensemble Transfer Learning
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023-03)
Health experts use advanced technological equipment to find complex diseases and diagnose them. Medical imaging nowadays is popular for detecting abnormalities in human bodies. This research discusses using the Internet ...
An Efficient Bet-GCN Approach for Link Prediction
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023-03)
The task of determining whether or not a link will exist between two entities, given the current position of the network, is called link prediction. The study of predicting and analyzing links between entities in a network ...
Human Activity Recognition From Sensorised Patient's Data in Healthcare: A Streaming Deep Learning-Based Approach
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023-03)
Physical inactivity is one of the main risk factors for mortality, and its relationship with the main chronic diseases has experienced intensive medical research. A well-known method for assessing people’s activity is the ...
Dataset and Baselines for IID and OOD Image Classification Considering Data Quality and Evolving Environments
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023-03)
At present, artificial intelligence is in a period of rapid development, and deep learning has begun to be applied in various fields. Data, as a key part of the deep learning, its efficiency and stability, will directly ...
An Efficient Probabilistic Methodology to Evaluate Web Sources as Data Source for Warehousing
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023-03)
Internet is the largest source of data and the requirement of data analytics have fueled the data warehouse to switch from structured conventional Data Warehouse to complex Web Data Warehouse. The dynamic and complex nature ...