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

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 new advances in Artificial Intelligence (AI) tools or tools that use AI with interactive multimedia techniques. The present volume (June 2022), consists of 20 articles of diverse applications of great impact in several fields. The issue consistently showcases the utilization of AI techniques or mathematical models with an artificial intelligence base, as a standard element. Different manuscripts on usability and satisfaction, machine learning models, genetic algorithms, computer entertainment technologies, oral pathologies, optimistic motion planning, data analysis for decision making, etc. can be found in this volume.

Published: 2022-06-01

Full Issue

Regular Articles

Editor's Note.

Nilanjan Dey

4-5
- PDF
- Abstract 368
- PDF 82
Social Relations and Methods in Recommender Systems: A Systematic Review.

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

7-17
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- Abstract 434
- PDF 84
Neural Collaborative Filtering Classification Model to Obtain Prediction Reliabilities.

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

18-26
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- Abstract 473
- PDF 104
Automatic Finding Trapezoidal Membership Functions in Mining Fuzzy Association Rules Based on Learning Automata.

Zohreh Anari, Abdolreza Hatamlou, Babak Anari

27-43
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- Abstract 394
- PDF 98
Research on the Application of Computer Graphic Advertisement Design Based on a Genetic Algorithm and TRIZ Theory.

Yang Song

44-52
- PDF
- Abstract 331
- PDF 85
Computer Entertainment Technologies for the Visually Impaired: An Overview.

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

53-68
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- Abstract 662
- PDF 131
Automatic Classification of Oral Pathologies Using Orthopantomogram Radiography Images Based on Convolutional Neural Network.

Anuradha Laishram, Khelchandra Thongam

69-77
- PDF
- Abstract 361
- PDF 102
CDPS-IoT: Cardiovascular Disease Prediction System Based on IoT using Machine Learning.

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

78-86
- PDF
- Abstract 516
- PDF 111
Optimistic Motion Planning Using Recursive Sub- Sampling: A New Approach to Sampling-Based Motion Planning.

Lhilo Kenye, Rahul Kala

87-99
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- Abstract 363
- PDF 178
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 400
- PDF 103
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 434
- PDF 71
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 362
- PDF 82
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 344
- PDF 100
MDFRCNN: Malware Detection using Faster Region Proposals Convolution Neural Network.

Mahendra Deore, Uday Kulkarni

146-162
- PDF
- Abstract 678
- PDF 105
Obtaining Anti-Missile Decoy Launch Solution from a Ship Using Machine Learning Techniques.

Ramón Touza Gil, Javier Martínez Torres, María Álvarez Hernández, Javier Roca Pardiñas

163-170
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- Abstract 386
- PDF 83
Writing Order Recovery in Complex and Long Static Handwriting.

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

171-184
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- Abstract 440
- PDF 87
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 431
- PDF 109
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 513
- PDF 123
Predictive Model for Taking Decision to Prevent University Dropout.

Argelia Berenice Urbina Nájera, Luis Andrés Méndez Ortega

205-213
- PDF
- Abstract 377
- PDF 128
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 413
- PDF 128
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 387
- PDF 103

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

Full Issue

Regular Articles

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

Full Issue

Regular Articles

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Impact Factor

6.9 (Citesore 2024)

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