Listar 2022 por título
Mostrando ítems 44-63 de 70
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LIPSNN: A Light Intrusion-Proving Siamese Neural Network Model for Facial Verification
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2022)Facial verification has experienced a breakthrough in recent years, not only due to the improvement in accuracy of the verification systems but also because of their increased use. One of the main reasons for this has been ... -
Machine Learning in Business Intelligence 4.0: Cost Control in a Destination Hotel
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2022)Cost control is a recurring problem in companies where studies have provided different solutions. The main objective of this research is to propose and validate an alternative to cost control using data science to support ... -
Marketing Intelligence: Boom or Bust of Service Marketing?
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2022)Marketing intelligence fosters two major developments within digital service marketing. On the one hand, a boom of services seems to have evolved, accelerated by the opportunities of marketing intelligence. It has contributed ... -
MDFRCNN: Malware Detection using Faster Region Proposals Convolution Neural Network
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2022)Technological advancement of smart devices has opened up a new trend: Internet of Everything (IoE), where all devices are connected to the web. Large scale networking benefits the community by increasing connectivity and ... -
Modeling Sub-Band Information Through Discrete Wavelet Transform to Improve Intelligibility Assessment of Dysarthric Speech
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2022)The speech signal within a sub-band varies at a fine level depending on the type, and level of dysarthria. The Mel-frequency filterbank used in the computation process of cepstral coefficients smoothed out this fine level ... -
Multimodal Human Eye Blink Recognition Using Z-score Based Thresholding and Weighted Features
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2022)A novel real-time multimodal eye blink detection method using an amalgam of five unique weighted features extracted from the circle boundary formed from the eye landmarks is proposed. The five features, namely (Vertical ... -
Neural Collaborative Filtering Classification Model to Obtain Prediction Reliabilities
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2022)Neural collaborative filtering is the state of art field in the recommender systems area; it provides some models that obtain accurate predictions and recommendations. These models are regression-based, and they just return ... -
Normative Affordances Through and By Technology: Technological Mediation and Human Enhancement
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2022)Human activity is fundamentally embedded in and constituted by technology. In this regard, technology influences not only how people experience the world, but also which possibilities for action offered by the environment ... -
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 ...
