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A Survey on Demand-Responsive Transportation for Rural and Interurban Mobility
(International Journal of Interactive Multimedia and Artificial Intelligence, 2023-09)
Rural areas have been marginalized when it comes to flexible, quality transportation research. This review article brings together papers that discuss, analyze, model, or experiment with demand-responsive transportation ...
Violence Detection in Audio: Evaluating the Effectiveness of Deep Learning Models and Data Augmentation
(International Journal of Interactive Multimedia and Artificial Intelligence, 2023-09)
Human nature is inherently intertwined with violence, impacting the lives of numerous individuals. Various forms of violence pervade our society, with physical violence being the most prevalent in our daily lives. The study ...
An Investigation Into Different Text Representations to Train an Artificial Immune Network for Clustering Texts
(International Journal of Interactive Multimedia and Artificial Intelligence, 2023-09)
Extracting knowledge from text data is a complex task that is usually performed by first structuring the texts and then applying machine learning algorithms, or by using specific deep architectures capable of dealing ...
Development of an Intelligent Classifier Model for Denial of Service Attack Detection
(International Journal of Interactive Multimedia and Artificial Intelligence, 2023-09)
The prevalence of Internet of Things (IoT) systems deployment is increasing across various domains, from residential to industrial settings. These systems are typically characterized by their modest computationa requirements ...
Automatic Cell Counting With YOLOv5: A Fluorescence Microscopy Approach
(International Journal of Interactive Multimedia and Artificial Intelligence, 2023-09)
Counting cells in a Neubauer chamber on microbiological culture plates is a laborious task that depends on technical experience. As a result, efforts have been made to advance computer vision-based approaches, increasing ...
Consensus-Based Learning for MAS: Definition, Implementation and Integration in IVEs
(International Journal of Interactive Multimedia and Artificial Intelligence, 2023-09)
One of the main advancements in distributed learning may be the idea behind Google’s Federated Learning (FL) algorithm. It trains copies of artificial neural networks (ANN) in a distributed way and recombines the weights ...
Large Language Models for in Situ Knowledge Documentation and Access With Augmented Reality
(International Journal of Interactive Multimedia and Artificial Intelligence, 2023-09)
Augmented reality (AR) has become a powerful tool for assisting operators in complex environments, such as shop floors, laboratories, and industrial settings. By displaying synthetic visual elements anchored in real ...
Using the Statistical Machine Learning Models ARIMA and SARIMA to Measure the Impact of Covid-19 on Official Provincial Sales of Cigarettes in Spain
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023-03)
From a public health perspective, tobacco use is addictive by nature and triggers several cancers, cardiovascular and respiratory diseases, reproductive disorders, and many other adverse health effects leading to many ...
Testing Deep Learning Recommender Systems Models on Synthetic GAN-Generated Datasets
(International Journal of Interactive Multimedia and Artificial Intelligence, 2023-10)
The published method Generative Adversarial Networks for Recommender Systems (GANRS) allows generating data sets for collaborative filtering recommendation systems. The GANRS source code is available along with a representative ...
General purpose MDE tools
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2008-12)
MDE paradigm promises to release developers from writing code. The basis of this paradigm consists in working at such a level of abstraction that will make it easyer for analysts to detail the project to be undertaken. ...