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International Journal of Interactive Multimedia and Artificial Intelligence, Volume 7
Volume 7, Number 1, 2021
- Daniel Burgos, Lluis Oviedo, Dai Griffiths, Andrea Vestrucci:
Editor's Note. 4 - Mark Graves
:
Emergent Models for Moral AI Spirituality. 7 - Oliver Krüger:
"The Singularity is near!" Visions of Artificial Intelligence in Posthumanism and Transhumanism. 16 - Andrea Vestrucci, Sara Lumbreras
Can AI Help Us to Understand Belief? Sources, Advances, Limits, and Future Directions. 24 - José Fernando Calderero Hernández
Artificial Intelligence and Spirituality. 34 - Marius Dorobantu
Why the Future Might Actually Need Us: A Theological Critique of the 'Humanity-As-Midwife-For-Artificial-Superintelligence' Proposal. 44 - Daniel Burgos:
Rituals and Data Analytics: A Mixed-Methods Model to Process Personal Beliefs. 52 - Dai Griffiths:
Artificial Intelligence Seen Through the Lens of Bateson's Ecology of Mind. 62
Volume 7, Number 2, 2021
- Xiomara P. Blanco-Valencia:
Editors Note. 4 - H. Daus, M. Backenstrass:
Feasibility and Acceptability of a Mobile-Based Emotion Recognition Approach for Bipolar Disorder. 7 - Elvira Amador-Domínguez
A Case-Based Reasoning Model Powered by Deep Learning for Radiology Report Recommendation. 15 - E. F. Bareño-Castellanos, Paulo Alonso Gaona-García
Using Grip Strength as a Cardiovascular Risk Indicator Based on Hybrid Algorithms. 27 - Yuanfeng Li, Jiangang Deng, Qun Wu, Ying Wang:
Eye-Tracking Signals Based Affective Classification Employing Deep Gradient Convolutional Neural Networks. 34 - Kamal Kant Verma, Brij Mohan Singh:
Deep Multi-Model Fusion for Human Activity Recognition Using Evolutionary Algorithms. 44 - Jaehoon Kim, Jeongkyu Oh, Tae-Young Heo:
Acoustic Classification of Mosquitoes using Convolutional Neural Networks Combined with Activity Circadian Rhythm Information. 59 - A. Suruliandi, A. Kasthuri, S. P. Raja
Deep Feature Representation and Similarity Matrix based Noise Label Refinement Method for Efficient Face Annotation. 66 - Carlos Hernandez-Olivan
Music Boundary Detection using Convolutional Neural Networks: A Comparative Analysis of Combined Input Features. 78 - Shikha Gupta, Anuradha Chug
An Extensive Analysis of Machine Learning Based Boosting Algorithms for Software Maintainability Prediction. 89 - Tijana V. Nosek, Sinisa Suzic, Darko Pekar, Radovan Obradovic, Milan Secujski, Vlado Delic:
Cross-Lingual Neural Network Speech Synthesis Based on Multiple Embeddings. 110 - Saswati Debnath, Pinki Roy:
Audio-Visual Automatic Speech Recognition Using PZM, MFCC and Statistical Analysis. 121 - H. T. Basavaraju, V. N. Manjunath Aradhya, D. S. Guru:
Neighborhood Structure-Based Model for Multilingual Arbitrarily-Oriented Text Localization in Images/Videos. 134 - Ayan Seal, Aditya Karlekar, Ondrej Krejcar, Enrique Herrera-Viedma:
Performance and Convergence Analysis of Modified C-Means Using Jeffreys-Divergence for Clustering. 141 - R. Radha Kumari
Optimized DWT Based Digital Image Watermarking and Extraction Using RNN-LSTM. 150 - V. Rajinikanth
A Study on RGB Image Multi-Thresholding using Kapur/Tsallis Entropy and Moth-Flame Algorithm. 163 - Karrar Hameed Abdulkareem, Nureize Arbaiy, Zainab Hussein Arif
Mapping and Deep Analysis of Image Dehazing: Coherent Taxonomy, Datasets, Open Challenges, Motivations, and Recommendations. 172 - Luis de Garrido
Foundations for the Design of a Creative System Based on the Analysis of the Main Techniques that Stimulate Human Creativity. 199 - Miguel Ángel López, Sara Terrón, Juan Manuel Lombardo
Towards a Solution to Create, Test and Publish Mixed Reality Experiences for Occupational Safety and Health Learning: Training-MR. 212 - Fei Xu, Tong Wu, Shali Huang, Kuntong Han, Wenwen Lin, Shizhong Wu, C. B. Sivaparthipan
Extensive Classification of Visual Art Paintings for Enhancing Education System using Hybrid SVM-ANN with Sparse Metric Learning based on Kernel Regression. 224 - Salvador Cobos-Guzman, Silvia Nuere
Design of a Virtual Assistant to Improve Interaction Between the Audience and the Presenter. 232 - Antonio Balderas
Learning Analytics to Detect Evidence of Fraudulent Behaviour in Online Examinations. 241 - Ahmed Tlili, Maiga Chang
A Systematic Literature Review of Empirical Studies on Learning Analytics in Educational Games. 250 - Daniel Amo, Paul Prinsloo, Marc Alier, David Fonseca, Ricardo Torres Kompen, Xavier Canaleta
Local Technology to Enhance Data Privacy and Security in Educational Technology. 262
Volume 7, Number 3, 2022
- Jehovanni Fabricio Velarde Molina:
Foreword. 4 - Antonio A. Golpe, Pedro Isasi
Editor's Note. 5 - Pedro Cadahia Delgado
The Yield Curve as a Recession Leading Indicator. An Application for Gradient Boosting and Random Forest. 7 - Ana Rodriguez-Santiago
Re-Evaluating the Relationship Between Economic Development and Self-Employment, at the Macro-Level: A Bayesian Model Averaging Approach. 20 - Antonio Jesús Sánchez-Fuentes
Finite Sample Properties of Parameterized Expectations Algorithm Solutions; Is the Length So Determinant? 26 - Varun Dogra
A Comparative Analysis of Machine Learning Models for Banking News Extraction by Multiclass Classification With Imbalanced Datasets of Financial News: Challenges and Solutions. 35 - Chun-Hao Chen, Po-Yeh Chen, Jerry Chun-Wei Lin
An Ensemble Classifier for Stock Trend Prediction Using Sentence-Level Chinese News Sentiment and Technical Indicators. 53 - Alejandro Baldominos Gómez, Yago Saez, David Quintana, Pedro Isasi
AWS PredSpot: Machine Learning for Predicting the Price of Spot Instances in AWS Cloud. 65 - Chukwuebuka Joseph Ejiyi
Comparative Analysis of Building Insurance Prediction Using Some Machine Learning Algorithms. 75 - Fulgencio Sánchez-Torres, Iván González
Machine Learning in Business Intelligence 4.0: Cost Control in a Destination Hotel. 86 - Eva Asensio
Using Customer Knowledge Surveys to Explain Sales of Postgraduate Programs: A Machine Learning Approach. 96 - Sidra Razzaq, Ahmad Kamran Malik, Basit Raza
Research Collaboration Influence Analysis Using Dynamic Co-authorship and Citation Networks. 103
Volume 7, Number 4, 2022
- Nilanjan Dey:
Editor's Note. 4 - Diego Medel, Carina S. González-González
Social Relations and Methods in Recommender Systems: A Systematic Review. 7 - Jesús Bobadilla, Abraham Gutiérrez
Neural Collaborative Filtering Classification Model to Obtain Prediction Reliabilities. 18 - Zohreh Anari, Abdolreza Hatamlou
Automatic Finding Trapezoidal Membership Functions in Mining Fuzzy Association Rules Based on Learning Automata. 27 - Yang Song:
Research on the Application of Computer Graphic Advertisement Design Based on a Genetic Algorithm and TRIZ Theory. 44 - Manuel López-Ibáñez, Alejandro Romero-Hernández
Computer Entertainment Technologies for the Visually Impaired: An Overview. 53 - Jameel Ahamed
CDPS-IoT: Cardiovascular Disease Prediction System Based on IoT using Machine Learning. 78 - Lhilo Kenye, Rahul Kala:
Optimistic Motion Planning Using Recursive Sub- Sampling: A New Approach to Sampling-Based Motion Planning. 87 - Puneet Singh Lamba, Deepali Virmani, Manu S. Pillai
Multimodal Human Eye Blink Recognition Using Z-score Based Thresholding and Weighted Features. 100 - M. Adimoolam
A Novel Technique to Detect and Track Multiple Objects in Dynamic Video Surveillance Systems. 112 - Asier Alcaide, Miguel A. Patricio
LIPSNN: A Light Intrusion-Proving Siamese Neural Network Model for Facial Verification. 121 - Nadir Kamel Benamara
Towards a Robust Thermal-Visible Heterogeneous Face Recognition Approach Based on a Cycle Generative Adversarial Network. 132 - Mahendra Deore
MDFRCNN: Malware Detection using Faster Region Proposals Convolution Neural Network. 146 - Ramón Touza, Javier Martínez, María Álvarez, Javier Roca:
Obtaining Anti-Missile Decoy Launch Solution from a Ship Using Machine Learning Techniques. 163 - Moisés Díaz
Writing Order Recovery in Complex and Long Static Handwriting. 171 - Muhammad Irfan Khattak, Nasir Saleem, Aamir Nawaz
ERBM-SE: Extended Restricted Boltzmann Machine for Multi-Objective Single-Channel Speech Enhancement. 185 - Héctor Alonso-Misol Gerlache
Towards the Grade's Prediction. A Study of Different Machine Learning Approaches to Predict Grades from Student Interaction Data. 196 - Argelia B. Urbina Nájera, Luis A. Méndez-Ortega:
Predictive Model for Taking Decision to Prevent University Dropout. 205 - María Novo-Lourés, Yeray Lage, Reyes Pavón, Rosalía Laza, David Ruano-Ordás
Improving Pipelining Tools for Pre-processing Data. 214 - Antonio Jesús Fernández-García
CompareML: A Novel Approach to Supporting Preliminary Data Analysis Decision Making. 225
Volume 7, Number 5, 2022
- Lei Shu, Joel J. P. C. Rodrigues, Anthony G. Cohn, Qirong Mao, Maozhen Li:
Editor's Note. 4 - Shi Qiu, Keyang Cheng, Tao Zhou, Rabia Tahir, Liang Ting:
An EEG Signal Recognition Algorithm During Epileptic Seizure Based on Distributed Edge Computing. 6 - Romany Fouad Mansour, Carlos Soto, Roosvel Soto-Díaz
Design of Integrated Artificial Intelligence Techniques for Video Surveillance on IoT Enabled Wireless Multimedia Sensor Networks. 14 - Wen Han, Lei Cao, Sheng Xu:
A Method of the Coverage Ratio of Street Trees Based on Deep Learning. 23 - Qun Ding, Xiaolong Xu:
Improved GWO Algorithm for UAV Path Planning on Crop Pest Monitoring. 30 - Daniel Proaño-Guevara
Electromiographic Signal Processing Using Embedded Artificial Intelligence: An Adaptive Filtering Approach. 40 - Deepak Choudhary, Roop Pahuja
Improvement in Quality of Service Against Doppelganger Attacks for Connected Network. 51 - Xudong Zhu, Honggao Deng:
A Security Situation Awareness Approach for IoT Software Chain Based on Markov Game Model. 59 - Guofeng Zhang, Xiao Chen, Lei Zhang, Bin Feng, Xuchao Guo, Jingyun Liang, Yanan Zhang:
STAIBT: Blockchain and CP-ABE Empowered Secure and Trusted Agricultural IoT Blockchain Terminal. 66 - Yongfa Ling, Wenbo Guan, Qiang Ruan, Heping Song, Yuping Lai:
Variational Learning for the Inverted Beta-Liouville Mixture Model and Its Application to Text Categorization. 76 - Shaoming Pan, Xiaolin Gu, Yanwen Chong, Yuanyuan Guo:
Content-Based Hyperspectral Image Compression Using a Multi-Depth Weighted Map With Dynamic Receptive Field Convolution. 85 - Hongqi Zhang, Yixiong Wei, Hongqiao Zhou, Qianhao Wu:
ED-Dehaze Net: Encoder and Decoder Dehaze Network. 93 - Rabia Tahir, Keyang Cheng, Bilal Ahmed Memon
A Diverse Domain Generative Adversarial Network for Style Transfer on Face Photographs. 100 - Chao Zhang, Yusheng Cheng, Yibin Wang, Yuting Xu:
Interactive Causal Correlation Space Reshape for Multi-Label Classification. 109
Volume 7, Number 6, 2022
- Juan F. De Paz Santana, Gabriel Villarrubia González
Editor's Note. 4 - Manuel Martín-Merino, Alfonso José López Rivero
A Clustering Algorithm Based on an Ensemble of Dissimilarities: An Application in the Bioinformatics Domain. 6 - Niklas Alexander Döbler
Normative Affordances Through and By Technology: Technological Mediation and Human Enhancement. 14 - João Henriques, Filipe Caldeira
A Model for Planning TELCO Work-Field Activities Enabled by Genetic and Ant Colony Algorithms. 24 - Diego M. Jiménez-Bravo
Edge Face Recognition System Based on One-Shot Augmented Learning. 31 - Lucía Martín Gómez, Javier Pérez-Marcos, Rebeca Cordero-Gutiérrez
Promoting Social Media Dissemination of Digital Images Through CBR-Based Tag Recommendation. 45 - Roberto Berjón Gallinas, Montserrat Mateos Sánchez, M. Encarnación Beato
An Event Mesh for Event Driven IoT Applications. 54 - César Vaca
Board of Directors' Profile: A Case for Deep Learning as a Valid Methodology to Finance Research. 60 - Samuel Marcos Pablos
Integrating Emotion Recognition Tools for Developing Emotionally Intelligent Agents. 69
Volume 7, Number 7, 2022
- Rubén González Crespo
Editor's Note. 4 - Marcelo Fraile-Narváez
Painting Authorship and Forgery Detection Challenges with AI Image Generation Algorithms: Rembrandt and 17th Century Dutch Painters as a Case Study. 7 - Anubha Bhaik, Vaishnavi Singh, Ekta Gandotra, Deepak Gupta:
Detection of Improperly Worn Face Masks using Deep Learning - A Preventive Measure Against the Spread of COVID-19. 14 - Zainab Hussein Arif
Adaptive Deep Learning Detection Model for Multi- Foggy Images. 26 - Maahi Amit Khemchandani, Shivajirao Manikrao Jadhav, B. R. Iyer:
Brain Tumor Segmentation and Identification Using Particle Imperialist Deep Convolutional Neural Network in MRI Images. 38 - Surinder Kaur, Gopal Chaudhary
Optimizing Fast Fourier Transform (FFT) Image Compression using Intelligent Water Drop (IWD) Algorithm. 48 - Laxmi Priya Sahu, Gayadhar Pradhan
Modeling Sub-Band Information Through Discrete Wavelet Transform to Improve Intelligibility Assessment of Dysarthric Speech. 56 - Chang Bae Moon, Jong Yeol Lee, Byeong Man Kim:
A Fuzzy-Based Multimedia Content Retrieval Method Using Mood Tags and Their Synonyms in Social Networks. 65 - Luisa M. Regueras, María Jesús Verdú
A Rule-Based Expert System for Teachers' Certification in the Use of Learning Management Systems. 75 - Elvira G. Rincón Flores, Eunice López-Camacho, Juanjo Mena, Omar Olmos López:
Teaching through Learning Analytics: Predicting Student Learning Profiles in a Physics Course at a Higher Education Institution. 82 - Soumi Majumder, Soumalya Chowdhury
Balance Your Work-Life: Personal Interactive Web-Interface. 90 - Andreas Hinderks, Dominique Winter, Francisco José Domínguez Mayo
UX Poker: Estimating the Influence of User Stories on User Experience in Early Stage of Agile Development. 97 - Alfonso José López Rivero
Empirical Analysis of Ethical Principles Applied to Different AI Uses Cases. 105 - Jan Lies:
Marketing Intelligence: Boom or Bust of Service Marketing? 115
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