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Use of Optimised LSTM Neural Networks Pre-Trained With Synthetic Data to Estimate PV Generation
(International Journal of Interactive Multimedia and Artificial Intelligence, 2023-11)
Optimising the use of the photovoltaic (PV) energy is essential to reduce fossil fuel emissions by increasing the use of solar power generation. In recent years, research has focused on physical simulations or artifical ...
GRASE: Granulometry Analysis with Semi Eager Classifier to Detect Malware
(International Journal of Interactive Multimedia and Artificial Intelligence, 2023-12)
Technological advancement in communication leading to 5G, motivates everyone to get connected to the internet including ‘Devices’, a technology named Web of Things (WoT). The community benefits from this large-scale network ...
Traffic Optimization Through Waiting Prediction and Evolutive Algorithms
(International Journal of Interactive Multimedia and Artificial Intelligence, 2023-12)
Traffic optimization systems require optimization procedures to optimize traffic light timing settings in order to improve pedestrian and vehicle mobility. Traffic simulators allow obtaining accurate estimates of traffic ...
PeopleNet: A Novel People Counting Framework for Head-Mounted Moving Camera Videos
(International Journal of Interactive Multimedia and Artificial Intelligence, 2023-04)
Traditional crowd counting (optical flow or feature matching) techniques have been upgraded to deep learning (DL) models due to their lack of automatic feature extraction and low-precision outcomes. Most of these models ...
TKU-PSO: An Efficient Particle Swarm Optimization Model for Top-K High-Utility Itemset Mining
(International Journal of Interactive Multimedia and Artificial Intelligence, 2024-01)
Top-k high-utility itemset mining (top- HUIM) is a data mining procedure used to identify the most valuable patterns within transactional data. Although many algorithms are proposed for this purpose, they require substantial ...
How Does the Visualization Technique Affect the Design Process? Using Sketches, Real Products and Virtual Models to Test the User’s Emotional Response
(International Journal of Interactive Multimedia and Artificial Intelligence, 2024-01)
Testing products during the design process can help design teams anticipate user needs and predict a positive emotional response. Emerging technologies, e.g., Virtual Reality (VR), allow designers to test products in a ...
An Adaptive Salp-Stochastic-Gradient-Descent- Based Convolutional LSTM With MapReduce Framework for the Prediction of Rainfall
(International Journal of Interactive Multimedia and Artificial Intelligence, 2024-01)
Rainfall prediction is considered to be an esteemed research area that impacts the day-to-day life of Indians. The predominant income source of most of the Indian population is agriculture. It helps the farmers to make the ...
Requirements for User Experience Management - A Tertiary Study
(International Journal of Interactive Multimedia and Artificial Intelligence, 2024-01)
Today’s users expect to be able to interact with the products they own without much effort and also want to be excited about them. The development of a positive user experience must therefore be managed. We understand ...
Trends in Addiction to Psychoactive Substances Among Homeless People in Colombia Using Artificial Intelligence
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2024-02)
Introduction: Currently, homelessness should not be seen as just another problem, but as a reality of inequality and the absence of social justice. In this sense, homeless people are subjected to social disengagement, lack ...
An Effective Prediction Approach for the Management of Children Victims of Road Accidents
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2024-02)
Road traffic generates a considerable number of accidents each year. The management of injuries caused by these accidents is becoming a real public health problem. Faced with this latter, we propose a new clinical decision ...