Applied Informatics: Third International Conference, ICAI 2020, Ota, Nigeria, October 29–31, 2020, Proceedings

Front Matter ....Pages i-xvi
Front Matter ....Pages 1-1
 A Machine Learning Model to Detect Fake Voice  (Yohanna Rodríguez-Ortega, Dora María Ballesteros, Diego Renza)....Pages 3-13
 A Q-Learning Hyperheuristic Binarization Framework to Balance Exploration and Exploitation  (Diego Tapia, Broderick Crawford, Ricardo Soto, Felipe Cisternas-Caneo, José Lemus-Romani, Mauricio Castillo et al.)....Pages 14-28
 Artificial Neural Network Model for Steel Strip Tandem Cold Mill Power Prediction  (Danilo G. de Oliveira, Eliton M. da Silva, Fabiano J. F. Miranda, José F. S. Filho, Rafael S. Parpinelli)....Pages 29-42
 Fairly Ranking the Neediest in Worldwide Social Systems. An Artificial Intelligence Approach Born in Cov2 Pandemic Outbreak  (Alvin Gregory, Eduardo Yepes Calderon, Fernando Jimenez, J. Gordon McComb, Fernando Yepes-Calderon)....Pages 43-55
 Intelligent Digital Tutor to Assemble Puzzles Based on Artificial Intelligence Techniques  (Sara M. Cachique, Edgar S. Correa, C. H. Rodriguez-Garavito)....Pages 56-71
 Machine Learning Methodologies Against Money Laundering in Non-Banking Correspondents  (Jorge Guevara, Olmer Garcia-Bedoya, Oscar Granados)....Pages 72-88
 Predicting Polypharmacy Side Effects Based on an Enhanced Domain Knowledge Graph  (Ruiyi Wang, Tong Li, Zhen Yang, Haiyang Yu)....Pages 89-103
 Prostate Cancer Diagnosis Automation Using Supervised Artificial Intelligence. A Systematic Literature Review  (Camilo Espinosa, Manuel Garcia, Fernando Yepes-Calderon, J. Gordon McComb, Hector Florez)....Pages 104-115
 The Bio-I Capsule. Preventing Contagion of Aerial Pathogens with Real-Time Reporting in Evalu@  (Fernando Yepes-Calderon, Andres Felipe Giraldo Quiceno, Jose Fabian Carmona Orozco, J. Gordon McComb)....Pages 116-128
Front Matter ....Pages 129-129
 A Grammatical Model for the Specification of Administrative Workflow Using Scenario as Modelling Unit  (Milliam Maxime Zekeng Ndadji, Maurice Tchoupé Tchendji, Clémentin Tayou Djamegni, Didier Parigot)....Pages 131-145
Front Matter ....Pages 147-147
 A Linux Scheduler to Limit the Slowdown Generated by Volunteer Computing Systems  (Jaime Chavarriaga, Antonio de-la-Vega, Eduardo Rosales, Harold Castro)....Pages 149-164
 Reliability Analysis in Desktop Cloud Systems  (Carlos E. Gómez, Jaime Chavarriaga, Harold E. Castro)....Pages 165-180
Front Matter ....Pages 181-181
 A Case-Based Approach to Assess Employees’ Satisfaction with Work Guidelines in Times of the Pandemic  (Ana Fernandes, Margarida Figueiredo, Almeida Dias, Jorge Ribeiro, José Neves, Henrique Vicente)....Pages 183-196
 A Data-Driven Approach for Automatic Classification of Extreme Precipitation Events: Preliminary Results  (J. González-Vergara, D. Escobar-González, D. Chaglla-Aguagallo, D. H. Peluffo-Ordóñez)....Pages 197-209
 A Data-Driven Method for Measuring the Negative Impact of Sentiment Towards China in the Context of COVID-19  (Laura M. Muñoz, Maria Fernanda Ramirez, Jorge E. Camargo)....Pages 210-221
 A Virtual Wallet Product Recommender System Based on Collaborative Filtering  (David Rodolfo Prieto-Torres, Ixent Galpin)....Pages 222-234
 Evaluating Models for a Higher Education Course Recommender System Using State Exam Results  (Jenny Mayerly Díaz-Díaz, Ixent Galpin)....Pages 235-250
 Future Scenarios of Water Security: A Case of Bogotá River Basin, Colombia  (Andres Chavarro, Monica Castaneda, Sebastian Zapata, Isaac Dyner)....Pages 251-265
 Inverse Data Visualization Framework (IDVF): Towards a Prior-Knowledge-Driven Data Visualization  (M. Vélez-Falconí, J. González-Vergara, D. H. Peluffo-Ordóñez)....Pages 266-280
 The Application of DBSCAN Algorithm to Improve Variogram Estimation and Interpretation in Irregularly-Sampled Fields  (O. O. Mosobalaje, O. D. Orodu, D. Ogbe)....Pages 281-295
Front Matter ....Pages 297-297
 A Multi-objective Evolutionary Algorithms Approach to Optimize a Task Scheduling Problem  (Nicolás Cobos, Ixtli Barbosa, Germán A. Montoya, Carlos Lozano-Garzon)....Pages 299-312
 Diabetes Classification Techniques: A Brief State-of-the-Art Literature Review  (Jeffrey O. Agushaka, Absalom E. Ezugwu)....Pages 313-329
 Learning from Students’ Perception on Professors Through Opinion Mining  (Vladimir Vargas-Calderón, Juan S. Flórez, Leonel F. Ardila, Nicolas Parra-A., Jorge E. Camargo, Nelson Vargas)....Pages 330-344
Front Matter ....Pages 345-345
 A Framework for BYOD Continuous Authentication: Case Study with Soft-Keyboard Metrics for Healthcare Environment  (Luis de-Marcos, Carlos Cilleruelo, Javier Junquera-Sánchez, José-Javier Martínez-Herráiz)....Pages 347-358
 Diabetes Link: Platform for Self-control and Monitoring People with Diabetes  (Enzo Rucci, Lisandro Delía, Joaquín Pujol, Paula Erbino, Armando De Giusti, Juan José Gagliardino)....Pages 359-373
Front Matter ....Pages 375-375
 Design and Prototyping of a Wearable Kinesthetic Haptic Feedback System to Support Mid-Air Interactions in Virtual Environments  (Ekati Ekaterini Maria Sagia, Modestos Stavrakis)....Pages 377-391
Front Matter ....Pages 393-393
 Comparison of Gabor Filters and LBP Descriptors Applied to Spoofing Attack Detection in Facial Images  (Wendy Valderrama, Andrea Magadán, Raúl Pinto, José Ruiz)....Pages 395-408
 Deep Transfer Learning Model for Automated Screening of Cervical Cancer Cells Using Multi-cell Images  (Vinay Khobragade, Naunika Jain, Dilip Singh Sisodia)....Pages 409-419
 Tissue Differentiation Based on Classification of Morphometric Features of Nuclei  (Dominika Dudzińska, Adam Piórkowski)....Pages 420-432
Front Matter ....Pages 433-433
 Peer Validation and Generation Tool for Question Banks in Learning Management Systems  (Andres Sanchez-Martin, Luis Barreto, Johana Martinez, Nikolay Reyes-Jalizev, Carolina Astudillo, Santiago Escobar et al.)....Pages 435-448
Front Matter ....Pages 449-449
 Early Breast Cancer Detection by Using a Sensor-Antenna  (Hector F. Guarnizo-Mendez, N. P. Rodríguez Rincón, P. P. Plata Rodríguez, M. A. Polochè Arango, D. F. Márquez Romero)....Pages 451-466
 Temperature Sensing in Hyperthermia Study in Breast Cancer Treatment Using Optical Fiber Bragg Gratings  (Andrés Triana, C. Camilo Cano, Hector F. Guarnizo-Mendez, Mauricio A. Poloche)....Pages 467-478
Front Matter ....Pages 479-479
 A Computer-Based Approach to Study the Gaussian Moat Problem  (Hector Florez, Alejandro Cárdenas-Avendaño)....Pages 481-492
 Numerical Model-Software for Predicting Rock Formation Failure-Time Using Fracture Mechanics  (Emmanuel E. Okoro, Samuel E. Sanni, Amarachukwu A. Ibe, Paul Igbinedion, Babalola Oni)....Pages 493-504
 Validation of Software Requirements Specifications by Students  (Alberto Sampaio, Isabel Braga Sampaio)....Pages 505-518
Back Matter ....Pages 519-520