Vol. 7 No. 4 (2022): IJIMAI 2022 - Regular Issue

Published: 2022-06-01

Full Issue

Artículos

Editor's Note.

Nilanjan Dey

4-5
- PDF
- Abstract 5
- PDF 1
Social Relations and Methods in Recommender Systems: A Systematic Review.

Diego Medel, Carina S. González González, Silvana V. Aciar

7-17
- PDF
- Abstract 4
- PDF 1
Neural Collaborative Filtering Classification Model to Obtain Prediction Reliabilities.

Jesús Bobadilla, Abraham Gutiérrez, Santiago Alonso, Ángel González Prieto

18-26
- PDF
- Abstract 5
- PDF 1
Automatic Finding Trapezoidal Membership Functions in Mining Fuzzy Association Rules Based on Learning Automata.

Z. Anari, A. Hatamlou, B. Anari

27-43
- PDF
- Abstract 4
- PDF 2
Research on the Application of Computer Graphic Advertisement Design Based on a Genetic Algorithm and TRIZ Theory.

Yang Song

44-52
- PDF
- Abstract 4
- PDF 2
Computer Entertainment Technologies for the Visually Impaired: An Overview.

Manuel López Ibáñez, Alejandro Romero Hernández, Borja Manero, María Guijarro

53-68
- PDF
- Abstract 5
- PDF 3
Automatic Classification of Oral Pathologies Using Orthopantomogram Radiography Images Based on Convolutional Neural Network.

Anuradha Laishram, Khelchandra Thongam

69-77
- PDF
- Abstract 4
- PDF 1
CDPS-IoT: Cardiovascular Disease Prediction System Based on IoT using Machine Learning.

Jameel Ahamed, Abdul Manan Koli, Khaleel Ahmad, Mohd Alam Jama, B. B. Gupta

78-86
- PDF
- Abstract 4
- PDF 3
Optimistic Motion Planning Using Recursive Sub- Sampling: A New Approach to Sampling-Based Motion Planning.

Lhilo Kenye, Rahul Kala

87-99
- PDF
- Abstract 5
- PDF 2
Multimodal Human Eye Blink Recognition Using Z-score Based Thresholding and Weighted Features.

Puneet Singh Lamba, Deepali Virmani, Manu S. Pillai, Gopal Chaudhary

100-111
- PDF
- Abstract 4
- PDF 3
A Novel Technique to Detect and Track Multiple Objects in Dynamic Video Surveillance Systems.

M. Adimoolam, Senthilkumar Mohan, John A., Gautam Srivastava

112-120
- PDF
- Abstract 4
- PDF 1
LIPSNN: A Light Intrusion-Proving Siamese Neural Network Model for Facial Verification.

Asier Alcaide, Miguel A. Patricio, Antonio Berlanga, Angel Arroyo, Juan J. Cuadrado Gallego

121-131
- PDF
- Abstract 4
- PDF 2
Towards a Robust Thermal-Visible Heterogeneous Face Recognition Approach Based on a Cycle Generative Adversarial Network.

Nadir Kamel Benamara, Ehlem Zigh, Tarik Boudghene Stambouli, Mokhtar Keche

132-145
- PDF
- Abstract 4
- PDF 1
MDFRCNN: Malware Detection using Faster Region Proposals Convolution Neural Network.

Mahendra Deore, Uday Kulkarni

146-162
- PDF
- Abstract 6
- PDF 3
Obtaining Anti-Missile Decoy Launch Solution from a Ship Using Machine Learning Techniques.

Ramón Touza, Javier Martínez, María Álvarez, Javier Roca

163-170
- PDF
- Abstract 4
- PDF 2
Writing Order Recovery in Complex and Long Static Handwriting.

Moises Diaz, Gioele Crispo, Antonio Parziale, Angelo Marcelli, Miguel A. Ferrer

171-184
- PDF
- Abstract 5
- PDF 3
ERBM-SE: Extended Restricted Boltzmann Machine for Multi-Objective Single-Channel Speech Enhancement.

Muhammad Irfan Khattak, Nasir Saleem, Aamir Nawaz, Aftab Ahmed Almani, Farhana Umer, Elena Verdú

185-195
- PDF
- Abstract 5
- PDF 1
Towards the Grade’s Prediction. A Study of Different Machine Learning Approaches to Predict Grades from Student Interaction Data.

Héctor Alonso Misol Gerlache, Pablo Moreno Ger, Luis de la Fuente Valentín

196-204
- PDF
- Abstract 5
- PDF 1
Predictive Model for Taking Decision to Prevent University Dropout.

Argelia B. Urbina Nájera, Luis A. Méndez Ortega

205-213
- PDF
- Abstract 5
- PDF 2
Improving Pipelining Tools for Pre-processing Data.

María Novo Lourés, Yeray Lage, Reyes Pavón, Rosalía Laza, David Ruano Ordás, José Ramón Méndez

214-224
- PDF
- Abstract 4
- PDF 4
CompareML: A Novel Approach to Supporting Preliminary Data Analysis Decision Making.

Antonio Jesús Fernández García, Juan Carlos Preciado, Alvaro E. Prieto, Fernando Sánchez Figueroa, Juan D. Gutiérrez

225-238
- PDF
- Abstract 5
- PDF 1

Vol. 7 No. 4 (2022): IJIMAI 2022 - Regular Issue

Full Issue

Artículos

Editor's Note.

Social Relations and Methods in Recommender Systems: A Systematic Review.

Neural Collaborative Filtering Classification Model to Obtain Prediction Reliabilities.

Automatic Finding Trapezoidal Membership Functions in Mining Fuzzy Association Rules Based on Learning Automata.

Research on the Application of Computer Graphic Advertisement Design Based on a Genetic Algorithm and TRIZ Theory.

Computer Entertainment Technologies for the Visually Impaired: An Overview.

Automatic Classification of Oral Pathologies Using Orthopantomogram Radiography Images Based on Convolutional Neural Network.

CDPS-IoT: Cardiovascular Disease Prediction System Based on IoT using Machine Learning.

Optimistic Motion Planning Using Recursive Sub- Sampling: A New Approach to Sampling-Based Motion Planning.

Multimodal Human Eye Blink Recognition Using Z-score Based Thresholding and Weighted Features.

A Novel Technique to Detect and Track Multiple Objects in Dynamic Video Surveillance Systems.

LIPSNN: A Light Intrusion-Proving Siamese Neural Network Model for Facial Verification.

Towards a Robust Thermal-Visible Heterogeneous Face Recognition Approach Based on a Cycle Generative Adversarial Network.

MDFRCNN: Malware Detection using Faster Region Proposals Convolution Neural Network.

Obtaining Anti-Missile Decoy Launch Solution from a Ship Using Machine Learning Techniques.

Writing Order Recovery in Complex and Long Static Handwriting.

ERBM-SE: Extended Restricted Boltzmann Machine for Multi-Objective Single-Channel Speech Enhancement.

Towards the Grade’s Prediction. A Study of Different Machine Learning Approaches to Predict Grades from Student Interaction Data.

Predictive Model for Taking Decision to Prevent University Dropout.

Improving Pipelining Tools for Pre-processing Data.

CompareML: A Novel Approach to Supporting Preliminary Data Analysis Decision Making.

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