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

View 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

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Regular Articles

Editor's Note.

Dr. Xiomara Patricia Blanco Valencia

4-5
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- Abstract 429
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Feasibility and Acceptability of a Mobile-Based Emotion Recognition Approach for Bipolar Disorder.

Henning Daus, Matthias Backenstrass

7-14
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- Abstract 355
- PDF 156
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 561
- PDF 183
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 417
- PDF 142
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 459
- PDF 219
Deep Multi-Model Fusion for Human Activity Recognition Using Evolutionary Algorithms.

Kamal Kant Verma, Brij Mohan Singh

44-58
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- Abstract 467
- PDF 684
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 431
- PDF 102
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 377
- PDF 267
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 451
- PDF 295
An Extensive Analysis of Machine Learning Based Boosting Algorithms for Software Maintainability Prediction.

Shikha Gupta, Anuradha Chug

89-109
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- Abstract 383
- PDF 333
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
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- Abstract 363
- PDF 116
Audio-Visual Automatic Speech Recognition Using PZM, MFCC and Statistical Analysis.

Saswati Debnath, Pinki Roy

121-133
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- Abstract 432
- PDF 93
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
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- Abstract 362
- PDF 116
Performance and Convergence Analysis of Modified C-Means Using Jeffreys-Divergence for Clustering.

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

141-149
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- Abstract 447
- PDF 207
Optimized DWT Based Digital Image Watermarking and Extraction Using RNN-LSTM.

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

150-162
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- Abstract 397
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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
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- Abstract 692
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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
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- Abstract 773
- PDF 288
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 400
- PDF 178
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 812
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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
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- Abstract 396
- PDF 209
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
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- Abstract 354
- PDF 322
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
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- Abstract 418
- PDF 168
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
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- Abstract 876
- PDF 236
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
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- Abstract 707
- PDF 133