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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 ...
A Spatio-Temporal Attention Graph Convolutional Networks for Sea Surface Temperature Prediction
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023-03)
Sea surface temperature (SST) is an important index to detect ocean changes, predict SST anomalies, and prevent natural disasters caused by abnormal changes, dynamic variation of which have a profound impact on the whole ...
Editor’s Note
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023-03)
With the rapid development of information and communication technologies, artificial intelligence and IoTs, more and more advanced technologies, such as machine learning, reinforcement learning, neural networks and fuzzy ...
KoopaML: A Graphical Platform for Building Machine Learning Pipelines Adapted to Health Professionals
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023-01)
Machine Learning (ML) has extended its use in several domains to support complex analyses of data. The medical field, in which significant quantities of data are continuously generated, is one of the domains that can benefit ...
A Feature Selection Approach Based on Archimedes’ Optimization Algorithm for Optimal Data Classification
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023-01)
Feature selection is an active research area in data mining and machine learning, especially with the increase in the amount of numerical data. FS is a search strategy to find the best subset of features among a large ...
Influence of Lymphocyte T CD4 Levels on the Neuropsychological Performance of Population Affected by HIV and with a Previous History of Substance Use
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2017-09)
The immunological markers help to know if there is a good recovery of the immunological system in patients infected with HIV. Among them, the lymphocyte T CD4 rate is the main indicator of the patient’s immunological state ...
Chatbot-Based Learning Platform for SQL Training
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-05)
Learning the SQL language for working with relational databases is a fundamental subject for future computer engineers. However, in distance learning contexts or unexpected situations like the COVID-19 pandemic, where ...