Listar 2022 por título
Mostrando ítems 52-70 de 70
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Obtaining Anti-Missile Decoy Launch Solution from a Ship Using Machine Learning Techniques
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2022)One of the most dangerous situations a warship may face is a missile attack launched from other ships, aircrafts, submarines or land. In addition, given the current scenario, it is not ruled out that a terrorist group may ... -
Optimistic Motion Planning Using Recursive Sub- Sampling: A New Approach to Sampling-Based Motion Planning
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2022)Sampling-based motion planning in the field of robot motion planning has provided an effective approach to finding path for even high dimensional configuration space and with the motivation from the concepts of sampling ... -
Optimizing Fast Fourier Transform (FFT) Image Compression using Intelligent Water Drop (IWD) Algorithm
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2022)Digital image compression is the technique in digital image processing where special attention is provided in decreasing the number of bits required to represent a digital image. A wide range of techniques have been developed ... -
Painting Authorship and Forgery Detection Challenges with AI Image Generation Algorithms: Rembrandt and 17th Century Dutch Painters as a Case Study
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2022)Image authorship attribution presents many challenges and difficulties which have increased with the capabilities presented by synthetic image generation through different artificial intelligence algorithms available today. ... -
Predictive Model for Taking Decision to Prevent University Dropout
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2022)Dropout is an educational phenomenon studied for decades due to the diversity of its causes, whose effects fall on society's development. This document presents an experimental study to obtain a predictive model that allows ... -
Promoting Social Media Dissemination of Digital Images Through CBR-Based Tag Recommendation
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2022)Multimedia content has become an essential tool to share knowledge, sell products or disseminate messages. Some social networks use multimedia content to promote information and create social communities. In order to ... -
Re-Evaluating the Relationship Between Economic Development and Self-Employment, at the Macro-Level: A Bayesian Model Averaging Approach
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2022)We re-evaluate the relationship between stages of economic development and entrepreneurship, at the macro level. We first conduct a literature review of previous empirical research on cross-country determinants of ... -
Research Collaboration Influence Analysis Using Dynamic Co-authorship and Citation Networks
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2022)Collaborative research is increasing in terms of publications, skills, and formal interactions, which certainly makes it the hotspot in both academia and the industrial sector. Knowing the factors and behavior of dynamic ... -
Research on the Application of Computer Graphic Advertisement Design Based on a Genetic Algorithm and TRIZ Theory
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2022)In view of the shortcomings of the traditional thinking of computer graphic advertising design, this paper introduces TRIZ innovative thinking to design computer advertising. First of all, combined with specific cases of ... -
Social Relations and Methods in Recommender Systems: A Systematic Review
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2022)With the constant growth of information, data sparsity problems, and cold start have become a complex problem in obtaining accurate recommendations. Currently, authors consider the user's historical behavior and find ... -
STAIBT: Blockchain and CP-ABE Empowered Secure and Trusted Agricultural IoT Blockchain Terminal
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2022)The integration of agricultural Internet of Things (IoT) and blockchain has become the key technology of precision agriculture. How to protect data privacy and security from data source is one of the difficult issues in ... -
Teaching through Learning Analytics: Predicting Student Learning Profiles in a Physics Course at a Higher Education Institution
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2022)Learning Analytics (LA) is increasingly used in Education to set prediction models from artificial intelligence to determine learning profiles. This study aims to determine to what extent K-nearest neighbor and random ... -
The Yield Curve as a Recession Leading Indicator. An Application for Gradient Boosting and Random Forest
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2022)Most representative decision-tree ensemble methods have been used to examine the variable importance of Treasury term spreads to predict US economic recessions with a balance of generating rules for US economic recession ... -
Towards a Robust Thermal-Visible Heterogeneous Face Recognition Approach Based on a Cycle Generative Adversarial Network
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2022)Security is a sensitive area that concerns all authorities around the world due to the emerging terrorism phenomenon. Contactless biometric technologies such as face recognition have grown in interest for their capacity ... -
Towards the Grade’s Prediction. A Study of Different Machine Learning Approaches to Predict Grades from Student Interaction Data
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2022)There is currently an open problem within the field of Artificial Intelligence applied to the educational field, which is the prediction of students’ grades. This problem aims to predict early school failure and dropout, ... -
Using Customer Knowledge Surveys to Explain Sales of Postgraduate Programs: A Machine Learning Approach
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2022)Universities collect information from each customer that contacts them through their websites and social media profiles. Customer knowledge surveys are the main information-gathering tool used to obtain this information ... -
UX Poker: Estimating the Influence of User Stories on User Experience in Early Stage of Agile Development
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2022)Agile methods are used more and more frequently to develop products by reducing development time. Requirements are typically written in user stories or epics. In this paper, a new method called UX Poker is presented. This ... -
Variational Learning for the Inverted Beta-Liouville Mixture Model and Its Application to Text Categorization
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2022)he finite invert Beta-Liouville mixture model (IBLMM) has recently gained some attention due to its positive data modeling capability. Under the conventional variational inference (VI) framework, the analytically tractable ... -
Writing Order Recovery in Complex and Long Static Handwriting
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2022)The order in which the trajectory is executed is a powerful source of information for recognizers. However, there is still no general approach for recovering the trajectory of complex and long handwriting from static images. ...