Vol. 6 No. 6 (2021): IJIMAI 2021 - Regular Issue.

Published: 2021-06-01

Full Issue

Artículos

Editor's Note.

Javier Martínez Torres

4-5
- PDF
- Abstract 4
- PDF 2
COVID-19 Mortality Risk Prediction Using X-Ray Images.

J. Prada, Y. Gala, A. L. Sierra

7-14
- PDF
- Abstract 4
- PDF 2
Automated Detection of COVID-19 using Chest X-Ray Images and CT Scans through Multilayer- Spatial Convolutional Neural Networks.

Muhammad Irfan Khattak, Mu’ath Al Hasan, Atif Jan, Nasir Saleem, Elena Verdú, Numan Khurshid

15-24
- PDF
- Abstract 4
- PDF 6
An Empiric Analysis of Wavelet-Based Feature Extraction on Deep Learning and Machine Learning Algorithms for Arrhythmia Classification.

Ritu Singh, Navin Rajpal, Rajesh Mehta

25-34
- PDF
- Abstract 4
- PDF 10
Promising Deep Semantic Nuclei Segmentation Models for Multi-Institutional Histopathology Images of Different Organs.

Loay Hassan, Adel Saleh, Mohamed Abdel Nasser, Osama A. Omer, Domenec Puig

35-45
- PDF
- Abstract 4
- PDF 3
Application of Artificial Intelligence Algorithms Within the Medical Context for Non-Specialized Users: the CARTIER-IA Platform.

Francisco José García Peñalvo, Andrea Vázquez Ingelmo, Alicia García Holgado, Jesús Sampedro Gómez, Antonio Sánchez Puente, Víctor Vicente Palacios, P. Ignacio Dorado Díaz, Pedro L. Sánchez

46-53
- PDF
- Abstract 5
- PDF 1
The Application of Artificial Intelligence in Project Management Research: A Review.

Jesús Gil Ruiz, Javier Martínez Torres, Rubén González Crespo

54-66
- PDF
- Abstract 146
- PDF 105
An Effective Tool for the Experts' Recommendation Based on PROMETHEE II and Negotiation: Application to the Industrial Maintenance.

Nawal Sad Houari, Noria Taghezout

67-77
- PDF
- Abstract 4
- PDF 8
What Causes the Dependency between Perceived Aesthetics and Perceived Usability?

Martin Schrepp, Raphael Otten, Kerstin Blum, Jörg Thomaschewski

78-85
- PDF
- Abstract 7
- PDF 5
DeepFair: Deep Learning for Improving Fairness in Recommender Systems.

Jesús Bobadilla, Raúl Lara Cabrera, Ángel González Prieto, Fernando Ortega

86-94
- PDF
- Abstract 5
- PDF 2
NSL-BP: A Meta Classifier Model Based Prediction of Amazon Product Reviews.

Pravin Kumar, Mohit Dayal, Manju Khari, Giuseppe Fenza, Mariacristina Gallo

95-103
- PDF
- Abstract 5
- PDF 1
Dynamic Generation of Investment Recommendations Using Grammatical Evolution.

Carlos Martín, David Quintana, Pedro Isasi

104-111
- PDF
- Abstract 4
- PDF 2
Attention-based Multi-modal Sentiment Analysis and Emotion Detection in Conversation using RNN.

Mahesh G. Huddar, Sanjeev S. Sannakki, Vijay S. Rajpurohit

112-121
- PDF
- Abstract 4
- PDF 2
A Word Embedding Based Approach for Focused Web Crawling Using the Recurrent Neural Network.

P. R. Joe Dhanith, B. Surendiran, S. P. Raja

122-132
- PDF
- Abstract 4
- PDF 1
BILROST: Handling Actuators of the Internet of Things through Tweets on Twitter using a Domain-Specific Language.

Daniel Meana Llorián, Cristian González García, B. Cristina Pelayo G. Bustelo, Juan Manuel Cueva Lovelle

133-144
- PDF
- Abstract 5
- PDF 2
Optimal Parameter Estimation of Solar PV Panel Based on Hybrid Particle Swarm and Grey Wolf Optimization Algorithms.

Hegazy Rezk, Jouda Arfaoui, Mohamed R. Gomaa

145-155
- PDF
- Abstract 4
- PDF 2
Machine Learning Classifier Approach with Gaussian Process, Ensemble boosted Trees, SVM, and Linear Regression for 5G Signal Coverage Mapping.

Akansha Gupta, Kamal Ghanshala, R. C. Joshi

156-163
- PDF
- Abstract 4
- PDF 1
Satisfiability Logic Analysis Via Radial Basis Function Neural Network with Artificial Bee Colony Algorithm.

Mohd Shareduwan Mohd Kasihmuddin, Mohd Asyraf Mansor, Shehab Abdulhabib Alzaeemi, Saratha Sathasivam

164-173
- PDF
- Abstract 5
- PDF 3
A Hybrid Approach for Android Malware Detection and Family Classification.

Meghna Dhalaria, Ekta Gandotra

174-188
- PDF
- Abstract 12
- PDF 7
Video Data Compression by Progressive Iterative Approximation.

M. J. Ebadi, A. Ebrahimi

189-195
- PDF
- Abstract 4
- PDF 2
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.

Julia Galán, Carlos García García, Francisco Felip, Manuel Contero

196-207
- PDF
- Abstract 4
- PDF 1
Motivic Pattern Classification of Music Audio Signals Combining Residual and LSTM Networks.

Aitor Arronte Álvarez, Francisco Gómez

208-214
- PDF
- Abstract 4
- PDF 2
A Smart Collaborative Educational Game with Learning Analytics to Support English Vocabulary Teaching.

Ahmed Tlili, Sarra Hattab, Fathi Essalmi, Nian Shing Chen, Ronghuai Huang, Kinshuk, Maiga Chang, Daniel Burgos

215-224
- PDF
- Abstract 5
- PDF 2
Your Teammate Just Sent You a New Message! The Effects of Using Telegram on Individual Acquisition of Teamwork Competence.

Miguel Á. Conde, Francisco J. Rodríguez Sedano, Ángel Hernández García, Alexis Gutiérrez Fernández, Ángel M. Guerrero Higueras

225-233
- PDF
- Abstract 5
- PDF 3
Bayesian Knowledge Tracing for Navigation through Marzano’s Taxonomy.

Francisco Cervantes Pérez, Joaquín Navarro Perales, Ana L. Franzoni Velázquez, Luis de la Fuente Valentín

234-239
- PDF
- Abstract 4
- PDF 2

Vol. 6 No. 6 (2021): IJIMAI 2021 - Regular Issue.

Full Issue

Artículos

Editor's Note.

COVID-19 Mortality Risk Prediction Using X-Ray Images.

Automated Detection of COVID-19 using Chest X-Ray Images and CT Scans through Multilayer- Spatial Convolutional Neural Networks.

An Empiric Analysis of Wavelet-Based Feature Extraction on Deep Learning and Machine Learning Algorithms for Arrhythmia Classification.

Promising Deep Semantic Nuclei Segmentation Models for Multi-Institutional Histopathology Images of Different Organs.

Application of Artificial Intelligence Algorithms Within the Medical Context for Non-Specialized Users: the CARTIER-IA Platform.

The Application of Artificial Intelligence in Project Management Research: A Review.

An Effective Tool for the Experts' Recommendation Based on PROMETHEE II and Negotiation: Application to the Industrial Maintenance.

What Causes the Dependency between Perceived Aesthetics and Perceived Usability?

DeepFair: Deep Learning for Improving Fairness in Recommender Systems.

NSL-BP: A Meta Classifier Model Based Prediction of Amazon Product Reviews.

Dynamic Generation of Investment Recommendations Using Grammatical Evolution.

Attention-based Multi-modal Sentiment Analysis and Emotion Detection in Conversation using RNN.

A Word Embedding Based Approach for Focused Web Crawling Using the Recurrent Neural Network.

BILROST: Handling Actuators of the Internet of Things through Tweets on Twitter using a Domain-Specific Language.

Optimal Parameter Estimation of Solar PV Panel Based on Hybrid Particle Swarm and Grey Wolf Optimization Algorithms.

Machine Learning Classifier Approach with Gaussian Process, Ensemble boosted Trees, SVM, and Linear Regression for 5G Signal Coverage Mapping.

Satisfiability Logic Analysis Via Radial Basis Function Neural Network with Artificial Bee Colony Algorithm.

A Hybrid Approach for Android Malware Detection and Family Classification.

Video Data Compression by Progressive Iterative Approximation.

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.

Motivic Pattern Classification of Music Audio Signals Combining Residual and LSTM Networks.

A Smart Collaborative Educational Game with Learning Analytics to Support English Vocabulary Teaching.

Your Teammate Just Sent You a New Message! The Effects of Using Telegram on Individual Acquisition of Teamwork Competence.

Bayesian Knowledge Tracing for Navigation through Marzano’s Taxonomy.

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