Listar vol. 6, nº 6, june 2021 por fecha de publicación
Mostrando ítems 1-20 de 25
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Does a presentation Media Influence the Evaluation of Consumer Products? A Comparative Study to Evaluate Virtual Reality, Virtual Reality with Passive Haptics and a Real Setting
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)Technologies based on image offer a high potential to present consumers with products by focusing on their visual characteristics, but lack the capacity to physically interact with an object, which can compromise how ... -
Your Teammate Just Sent You a New Message! The Effects of Using Telegram on Individual Acquisition of Teamwork Competence
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)Students’ acquisition of teamwork competence has become a priority for educational institutions. The development of teamwork competence in education generally relies in project-based learning methodologies and challenges. ... -
A Word Embedding Based Approach for Focused Web Crawling Using the Recurrent Neural Network
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)Learning-based focused crawlers download relevant uniform resource locators (URLs) from the web for a specific topic. Several studies have used the term frequency-inverse document frequency (TF-IDF) weighted cosine vector ... -
The Application of Artificial Intelligence in Project Management Research: A Review
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)The field of artificial intelligence is currently experiencing relentless growth, with innumerable models emerging in the research and development phases across various fields, including science, finance, and engineering. ... -
Motivic Pattern Classification of Music Audio Signals Combining Residual and LSTM Networks
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)Motivic pattern classification from music audio recordings is a challenging task. More so in the case of a cappella flamenco cantes, characterized by complex melodic variations, pitch instability, timbre changes, extreme ... -
Machine Learning Classifier Approach with Gaussian Process, Ensemble boosted Trees, SVM, and Linear Regression for 5G Signal Coverage Mapping
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)This article offers a thorough analysis of the machine learning classifiers approaches for the collected Received Signal Strength Indicator (RSSI) samples which can be applied in predicting propagation loss, used for network ... -
A Hybrid Approach for Android Malware Detection and Family Classification
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)With the increase in the popularity of mobile devices, malicious applications targeting Android platform have greatly increased. Malware is coded so prudently that it has become very complicated to identify. The increase ... -
Editor's Note
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)The International Journal of Interactive Multimedia and Artificial Intelligence – IJIMAI (ISSN 1989-1660) provides an interdisciplinary forum in which scientists and professionals can share their research results and report ... -
Optimal Parameter Estimation of Solar PV Panel Based on Hybrid Particle Swarm and Grey Wolf Optimization Algorithms
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)The performance of a solar photovoltaic (PV) panel is examined through determining its internal parameters based on single and double diode models. The environmental conditions such as temperature and the level of radiation ... -
Promising Deep Semantic Nuclei Segmentation Models for Multi-Institutional Histopathology Images of Different Organs
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)Nuclei segmentation in whole-slide imaging (WSI) plays a crucial role in the field of computational pathology. It is a fundamental task for different applications, such as cancer cell type classification, cancer grading, ... -
DeepFair: Deep Learning for Improving Fairness in Recommender Systems
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)The lack of bias management in Recommender Systems leads to minority groups receiving unfair recommendations. Moreover, the trade-off between equity and precision makes it difficult to obtain recommendations that meet both ... -
An Effective Tool for the Experts' Recommendation Based on PROMETHEE II and Negotiation: Application to the Industrial Maintenance
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)In this article, we propose an expert recommendation tool that relies on the skills of experts and their interventions in collaboration. This tool provides us with a list of the most appropriate (effective) experts to solve ... -
Dynamic Generation of Investment Recommendations Using Grammatical Evolution
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)The attainment of trading rules using Grammatical Evolution traditionally follows a static approach. A single rule is obtained and then used to generate investment recommendations over time. The main disadvantage of this ... -
Application of Artificial Intelligence Algorithms Within the Medical Context for Non-Specialized Users: the CARTIER-IA Platform
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)The use of advanced algorithms and models such as Machine Learning, Deep Learning and other related approaches of Artificial Intelligence have grown in their use given their benefits in different contexts. One of these ... -
COVID-19 Mortality Risk Prediction Using X-Ray Images
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)The pandemic caused by coronavirus COVID-19 has already had a massive impact in our societies in terms of health, economy, and social distress. One of the most common symptoms caused by COVID-19 are lung problems like ... -
Automated Detection of COVID-19 using Chest X-Ray Images and CT Scans through Multilayer- Spatial Convolutional Neural Networks
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)The novel coronavirus-2019 (Covid-19), a contagious disease became a pandemic and has caused overwhelming effects on the human lives and world economy. The detection of the contagious disease is vital to avert further ... -
An Empiric Analysis of Wavelet-Based Feature Extraction on Deep Learning and Machine Learning Algorithms for Arrhythmia Classification
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)The aberration in human electrocardiogram (ECG) affects cardiovascular events that may lead to arrhythmias. Many automation systems for ECG classification exist, but the ambiguity to wisely employ the in-built feature ... -
NSL-BP: A Meta Classifier Model Based Prediction of Amazon Product Reviews
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)In machine learning, the product rating prediction based on the semantic analysis of the consumers' reviews is a relevant topic. Amazon is one of the most popular online retailers, with millions of customers purchasing and ... -
Attention-based Multi-modal Sentiment Analysis and Emotion Detection in Conversation using RNN
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)The availability of an enormous quantity of multimodal data and its widespread applications, automatic sentiment analysis and emotion classification in the conversation has become an interesting research topic among the ... -
Video Data Compression by Progressive Iterative Approximation
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)In the present paper, the B-spline curve is used for reducing the entropy of video data. We consider the color or luminance variations of a spatial position in a series of frames as input data points in Euclidean space R ...
