Listar 2023 por título
Mostrando ítems 35-54 de 64
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HDDSS: An Enhanced Heart Disease Decision Support System using RFE-ABGNB Algorithm
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2023)Heart disease is the leading cause of mortality globally. Heart disease refers to a range of disorders that affect the heart and blood vessels. The risks of developing heart disease become minimized if heart disease is ... -
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), 03/2023)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 ... -
IoT Detection System for Mildew Disease in Roses Using Neural Networks and Image Analysis
(International Journal of Interactive Multimedia and Artificial Intelligence, 12/2023)Artificial intelligence presents different approaches, one of these is the use of neural network algorithms, a particular context is the farming sector and these algorithms support the detection of diseases in flowers, ... -
Local Model-Agnostic Explanations for Black-box Recommender Systems Using Interaction Graphs and Link Prediction Techniques
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2023)Explanations in recommender systems are a requirement to improve users’ trust and experience. Traditionally, explanations in recommender systems are derived from their internal data regarding ratings, item features, and ... -
Mapping the Situation of Educational Technologies in the Spanish University System Using Social Network Analysis and Visualization
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2023)Educational Technologies (EdTech) are based on the use of Information and Communication Technologies (ICT) to improve the quality of teaching and learning. EdTech is experiencing great development at different educational ... -
Multi-Agent and Fuzzy Inference-Based Framework for Traffic Light Optimization
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2023)Despite the fact that agent technologies have widely gained popularity in distributed systems, their potential for advanced management of vehicle traffic has not been sufficiently explored. This paper presents a traffic ... -
On the Importance of UX Quality Aspects for Different Product Categories
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2023)User experience (UX) is a holistic concept. We conceptualize UX as a set of semantically distinct quality aspects. These quality aspects relate subjectively perceived properties of the user interaction with a product to ... -
OntoInfoG++: A Knowledge Fusion Semantic Approach for Infographics Recommendation
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2023)As humans tend to improvise and learn on a constant basis, the need for visualizing and recommending knowledge is increasing. Since the World Wide Web is exploded with a lot of multimedia content and with a growing amount ... -
Point Cloud Deep Learning Solution for Hand Gesture Recognition
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2023)In the last couple of years, there has been an increasing need for Human-Computer Interaction (HCI) systems that do not require touching the devices to control them, such as ATMs, self service kiosks in airports, terminals ... -
Pollutant Time Series Analysis for Improving Air-Quality in Smart Cities
(International Journal of Interactive Multimedia and Artificial Intelligence, 09/2023)The evolution towards Smart Cities is the process that many urban centers are following in their quest for efficiency, resource optimization and sustainable growth. This step forward in the continuous improvement of cities ... -
Problem Detection in the Edge of IoT Applications
(International Journal of Interactive Multimedia and Artificial Intelligence, 09/2023)Due to technological advances, Internet of Things (IoT) systems are becoming increasingly complex. They are characterized by being multi-device and geographically distributed, which increases the possibility of errors of ... -
Quantitative Measures for Medical Fundus and Mammography Images Enhancement
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2023)Enhancing the visibility of medical images is part of the initial or preprocessing phase within a computer vision system. This image preparation is essential for subsequent system tasks such as segmentation or classification. ... -
Real World Anomalous Scene Detection and Classification using Multilayer Deep Neural Networks
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2023)Surveillance videos record malicious events in a locality utilizing various machine learning algorithms for detection. Deep-learning algorithms being the most prominent AI algorithms are data-hungry as well as computationally ... -
Research on Brain and Mind Inspired Intelligence
(International Journal of Interactive Multimedia and Artificial Intelligence, 12/2023)To address the problems of scientific theory, common technology and engineering application of multimedia and multimodal information computing, this paper is focused on the theoretical model, algorithm framework, and system ... -
ResNet18 Supported Inspection of Tuberculosis in Chest Radiographs With Integrated Deep, LBP, and DWT Features
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2023)The lung is a vital organ in human physiology and disease in lung causes various health issues. The acute disease in lung is a medical emergency and hence several methods are developed and implemented to detect the lung ... -
Resource and Process Management With a Decision Model Based on Fuzzy Logic
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2023)The allocation of the resources to be shared in the context of a distributed processing system needs to be coordinated through the mutual exclusion mechanism, which will decide the order in which the shared resources will ... -
Results of a Study to Improve the Spanish Version of the User Experience Questionnaire (UEQ)
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2023)This paper analyses changes in some items of the User Experience Questionnaire (UEQ) for use in the context of Costa Rican culture. Although a Spanish version of the UEQ was created in 2012, we use a double-translation and ... -
RGBeat: A Recoloring Algorithm for Deutan and Protan Dichromats
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2023)Deutan and protan dichromats only see exactly two hues in the HSV color space, 240-blue (240o) and 60-yellow (60 o). Consequently, they see both reds and greens as yellows; therefore, they cannot distinguish reds from ... -
Rhetorical Pattern Finding
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2023)In this paper, we research rhetorical patterns from a musicological and computational standpoint. First, a theoretical examination of what constitutes a rhetorical pattern is conducted. Out of that examination, which ... -
RIADA: A Machine-Learning Based Infrastructure for Recognising the Emotions of Spotify Songs
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2023)The music emotions can help to improve the personalization of services and contents offered by music streaming providers. Many research works based on the use of machine learning techniques have addressed the problem of ...
