Vol. 7 No. 2 (2021): IJIMAI 2021 - Regular Issue.

The International Journal of Interactive Multimedia and Artificial Intelligence - IJIMAI - provides a space in which scientists and professionals can report about new advances in Artificial Intelligence (AI). On this occasion, for the last edition of the year, I am pleased to present a regular issue including different investigations covering aspects and problems in AI and its use in various fields such as medicine, education, image analysis, protection of data, among others.

Published: 2021-12-01

Full Issue

Regular Articles

Editor's Note.

Dr. Xiomara Patricia Blanco Valencia

4-5
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- Abstract 185
- PDF 22
Feasibility and Acceptability of a Mobile-Based Emotion Recognition Approach for Bipolar Disorder.

Henning Daus, Matthias Backenstrass

7-14
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- Abstract 186
- PDF 39
A Case-Based Reasoning Model Powered by Deep Learning for Radiology Report Recommendation.

Elvira Amador Domínguez, Emilio Serrano, Daniel Manrique, Javier Bajo

15-26
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- Abstract 263
- PDF 70
Using Grip Strength as a Cardiovascular Risk Indicator Based on Hybrid Algorithms.

Edvard Frederick Bareño Castellanos, Paulo Alonso Gaona García, Johan Enrique Ortiz Guzmán, Carlos Enrique Montenegro Marin

27-33
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- Abstract 186
- PDF 29
Eye-Tracking Signals Based Affective Classification Employing Deep Gradient Convolutional Neural Networks.

Yuanfeng Li, Jiangang Deng, Qun Wu, Ying Wang

34-43
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- Abstract 185
- PDF 43
Deep Multi-Model Fusion for Human Activity Recognition Using Evolutionary Algorithms.

Kamal Kant Verma, Brij Mohan Singh

44-58
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- Abstract 208
- PDF 233
Acoustic Classification of Mosquitoes using Convolutional Neural Networks Combined with Activity Circadian Rhythm Information.

Jaehoon Kim, Jeongkyu Oh, Tae Young Heo

59-65
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- Abstract 189
- PDF 22
Deep Feature Representation and Similarity Matrix based Noise Label Refinement Method for Efficient Face Annotation.

A. Suruliandi, A. Kasthuri, S.P. Raja

66-77
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- Abstract 199
- PDF 83
Music Boundary Detection using Convolutional Neural Networks: A Comparative Analysis of Combined Input Features.

Carlos Hernández Olivan, José R. Beltrán, David Diaz Guerra

78-88
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- Abstract 197
- PDF 65
An Extensive Analysis of Machine Learning Based Boosting Algorithms for Software Maintainability Prediction.

Shikha Gupta, Anuradha Chug

89-109
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- Abstract 189
- PDF 89
Cross-Lingual Neural Network Speech Synthesis Based on Multiple Embeddings.

Tijana V. Nosek, Siniša B. Suzić, Darko J. Pekar, Radovan J. Obradović, Milan S. Sečujski, Vlado D. Delić

110-120
- PDF
- Abstract 185
- PDF 25
Audio-Visual Automatic Speech Recognition Using PZM, MFCC and Statistical Analysis.

Saswati Debnath, Pinki Roy

121-133
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- Abstract 202
- PDF 22
Neighborhood Structure-Based Model for Multilingual Arbitrarily-Oriented Text Localization in Images/Videos.

H. T. Basavaraju, V. N. Manjunath Aradhya, D. S. Guru

134-140
- PDF
- Abstract 191
- PDF 27
Performance and Convergence Analysis of Modified C-Means Using Jeffreys-Divergence for Clustering.

Ayan Seal, Aditya Karlekar, Ondrej Krejcar, Enrique Herrera Viedma

141-149
- PDF
- Abstract 209
- PDF 68
Optimized DWT Based Digital Image Watermarking and Extraction Using RNN-LSTM.

R. Radha Kumari, V. Vijaya Kumar, K. Rama Naidu

150-162
- PDF
- Abstract 185
- PDF 55
A Study on RGB Image Multi-Thresholding using Kapur/Tsallis Entropy and Moth-Flame Algorithm.

V. Rajinikanth, Seifedine Kadry, Rubén González Crespo, Elena Verdú

163-171
- PDF
- Abstract 258
- PDF 32
Mapping and Deep Analysis of Image Dehazing: Coherent Taxonomy, Datasets, Open Challenges, Motivations, and Recommendations.

Karrar Hameed Abdulkareem, Nureize Arbaiy, Zainab Hussein Arif, Mohammed Nasser Al-Mhiqani, Mazin Abed Mohammed, Seifedine Kadry, Zaid Abdi Alkareem Alyasseri

172-198
- PDF
- Abstract 198
- PDF 73
Foundations for the Design of a Creative System Based on the Analysis of the Main Techniques that Stimulate Human Creativity.

Luis de Garrido, Jorge J. Gómez Sanz, Juan Pavón

199-211
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- Abstract 195
- PDF 30
Towards a Solution to Create, Test and Publish Mixed Reality Experiences for Occupational Safety and Health Learning: Training-MR.

Miguel Angel López, Sara Terron, Juan Manuel Lombardo, Rubén González Crespo

212-223
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- Abstract 251
- PDF 69
Extensive Classification of Visual Art Paintings for Enhancing Education System using Hybrid SVM-ANN with Sparse Metric Learning based on Kernel Regression.

Fei Xu, Tong Wu, Shali Huang, Kuntong Han, Wenwen Lin, Shizhong Wu, Sivaparthipan CB, Samuel R. Dinesh Jackson

224-231
- PDF
- Abstract 184
- PDF 60
Design of a Virtual Assistant to Improve Interaction Between the Audience and the Presenter.

Salvador Cobos Guzman, Silvia Nuere, Laura de Miguel, Caroline König

232-240
- PDF
- Abstract 180
- PDF 133
Learning Analytics to Detect Evidence of Fraudulent Behaviour in Online Examinations.

Antonio Balderas, Manuel Palomo Duarte, Juan Antonio Caballero Hernández, Mercedes Rodríguez García, Juan Manuel Dodero

241-249
- PDF
- Abstract 192
- PDF 23
A Systematic Literature Review of Empirical Studies on Learning Analytics in Educational Games.

Ahmed Tlili, Maiga Chang, Jewoong Moon, Zhichun Liu, Daniel Burgos, Nian Shing Chen, Kinshuk

250-261
- PDF
- Abstract 332
- PDF 38
Local Technology to Enhance Data Privacy and Security in Educational Technology.

Daniel Amo, Paul Prinsloo, Marc Alier, David Fonseca, Ricardo Torres Kompen, Xavier Canaleta, Javier Herrero Martín

262-273
- PDF
- Abstract 236
- PDF 30

Vol. 7 No. 2 (2021): IJIMAI 2021 - Regular Issue.

Full Issue

Regular Articles

Editor's Note.

Feasibility and Acceptability of a Mobile-Based Emotion Recognition Approach for Bipolar Disorder.

A Case-Based Reasoning Model Powered by Deep Learning for Radiology Report Recommendation.

Using Grip Strength as a Cardiovascular Risk Indicator Based on Hybrid Algorithms.

Eye-Tracking Signals Based Affective Classification Employing Deep Gradient Convolutional Neural Networks.

Deep Multi-Model Fusion for Human Activity Recognition Using Evolutionary Algorithms.

Acoustic Classification of Mosquitoes using Convolutional Neural Networks Combined with Activity Circadian Rhythm Information.

Deep Feature Representation and Similarity Matrix based Noise Label Refinement Method for Efficient Face Annotation.

Music Boundary Detection using Convolutional Neural Networks: A Comparative Analysis of Combined Input Features.

An Extensive Analysis of Machine Learning Based Boosting Algorithms for Software Maintainability Prediction.

Cross-Lingual Neural Network Speech Synthesis Based on Multiple Embeddings.

Audio-Visual Automatic Speech Recognition Using PZM, MFCC and Statistical Analysis.

Neighborhood Structure-Based Model for Multilingual Arbitrarily-Oriented Text Localization in Images/Videos.

Performance and Convergence Analysis of Modified C-Means Using Jeffreys-Divergence for Clustering.

Optimized DWT Based Digital Image Watermarking and Extraction Using RNN-LSTM.

A Study on RGB Image Multi-Thresholding using Kapur/Tsallis Entropy and Moth-Flame Algorithm.

Mapping and Deep Analysis of Image Dehazing: Coherent Taxonomy, Datasets, Open Challenges, Motivations, and Recommendations.

Foundations for the Design of a Creative System Based on the Analysis of the Main Techniques that Stimulate Human Creativity.

Towards a Solution to Create, Test and Publish Mixed Reality Experiences for Occupational Safety and Health Learning: Training-MR.

Extensive Classification of Visual Art Paintings for Enhancing Education System using Hybrid SVM-ANN with Sparse Metric Learning based on Kernel Regression.

Design of a Virtual Assistant to Improve Interaction Between the Audience and the Presenter.

Learning Analytics to Detect Evidence of Fraudulent Behaviour in Online Examinations.

A Systematic Literature Review of Empirical Studies on Learning Analytics in Educational Games.

Local Technology to Enhance Data Privacy and Security in Educational Technology.

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