Listar vol. 8, nº 4, december 2023 por tipo "article"
Mostrando ítems 1-20 de 20
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A Platform for Swimming Pool Detection and Legal Verification Using a Multi-Agent System and Remote Image Sensing
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2023)Spain is the second country in Europe with the most swimming pools. However, the legal literature estimates that 20% of swimming pools are not declared or irregular.The administration has a corps of people who manually ... -
A Survey on Data-Driven Evaluation of Competencies and Capabilities Across Multimedia Environments
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2023)The rapid evolution of technology directly impacts the skills and jobs needed in the next decade. Users can, intentionally or unintentionally, develop different skills by creating, interacting with, and consuming the content ... -
An Empirical Evaluation of Machine Learning Techniques for Crop Prediction
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2023)Agriculture is the primary source driving the economic growth of every country worldwide. Crop prediction, which is critical to agriculture, depends on the soil and environment. Nutrient levels differ from area to area and ... -
Attentive Flexible Translation Embedding in Top-N Sparse Sequential Recommendations
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2023)Sequential recommendation aims to predict the user’s next action based on personal action sequences. The major challenge in this task is how to achieve high performance recommendation under the data sparsity problem. ... -
ConvGRU-CNN: Spatiotemporal Deep Learning for Real-World Anomaly Detection in Video Surveillance System
(International Journal of Interactive Multimedia and Artificial Intelligence, 12/2023)Video surveillance for real-world anomaly detection and prevention using deep learning is an important and difficult research area. It is imperative to detect and prevent anomalies to develop a nonviolent society. Realworld ... -
Deep Transfer Learning-Based Automated Identification of Bird Song
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2023)Bird species identification is becoming increasingly crucial for avian biodiversity conservation and assisting ornithologists in quantifying the presence of birds in a given area. Convolutional Neural Networks (CNNs) are ... -
Deobfuscating Leetspeak With Deep Learning to Improve Spam Filtering
(International Journal of Interactive Multimedia and Artificial Intelligence, 12/2023)The evolution of anti-spam filters has forced spammers to make greater efforts to bypass filters in order to distribute content over networks. The distribution of content encoded in images or the use of Leetspeak are ... -
Editor's Note
(International Journal of Interactive Multimedia and Artificial Intelligence, 12/2023)The International Journal of Interactive Multimedia and Artificial Intelligence – IJIMAI –provides an interdisciplinary forum in which scientists and professionals can share their research results and report new advances ... -
Emotion-Aware Monitoring of Users’ Reaction With a Multi-Perspective Analysis of Long- and Short-Term Topics on Twitter
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2023)Social networks, such as Twitter, play like a disinformation spread booster giving the chance to individuals and organizations to influence users’ beliefs on purpose through tweets causing destabilization effects to the ... -
Explaining Query Answers in Probabilistic Databases
(International Journal of Interactive Multimedia and Artificial Intelligence, 12/2023)Probabilistic databases have emerged as an extension of relational databases that can handle uncertain data under possible worlds semantics. Although the problems of creating effective means of probabilistic data representation ... -
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, ... -
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 ... -
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. ... -
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 ... -
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 ... -
S-Divergence-Based Internal Clustering Validation Index
(International Journal of Interactive Multimedia and Artificial Intelligence, 12/2023)A clustering validation index (CVI) is employed to evaluate an algorithm’s clustering results. Generally, CVI statistics can be split into three classes, namely internal, external, and relative cluster validations. Most ... -
Synthetic Aperture Radar Automatic Target Recognition Based on a Simple Attention Mechanism
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2023)A simple but effective channel attention module is proposed for Synthetic Aperture Radar (SAR) Automatic Target Recognition (ATR). The channel attention technique has shown recent success in improving Deep Convolutional ... -
Tests of Usability Guidelines About Response to User Actions. Importance, Compliance, and Application of the Guidelines
(International Journal of Interactive Multimedia and Artificial Intelligence, 12/2023)Usability is a quality that a web page can have due to its simple use. Many recommendations aim to improve the web user experience, but there is no standardization of them. This study is part of a saga, which aims to order ... -
Tourism-Related Placeness Feature Extraction from Social Media Data Using Machine Learning Models
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2023)The study of placeness has been focus for researchers trying to understand the impact of locations on their surroundings and tourism, the loss of it by globalization and modernization and its effect on tourism, or the ... -
What Do We Mean by GenAI? A Systematic Mapping of The Evolution, Trends, and Techniques Involved in Generative AI
(International Journal of Interactive Multimedia and Artificial Intelligence, 12/2023)Artificial Intelligence has become a focal point of interest across various sectors due to its ability to generate creative and realistic outputs. A specific subset, generative artificial intelligence, has seen significant ...
