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3rd ICAI 2020: Ota, Nigeria
- Hector Florez
, Sanjay Misra
:
Applied Informatics - Third International Conference, ICAI 2020, Ota, Nigeria, October 29-31, 2020, Proceedings. Communications in Computer and Information Science 1277, Springer 2020, ISBN 978-3-030-61701-1
Artificial Intelligence
- Yohanna Rodríguez-Ortega
, Dora María Ballesteros L.
, Diego Renza
:
A Machine Learning Model to Detect Fake Voice. 3-13 - Diego Tapia
, Broderick Crawford
, Ricardo Soto
, Felipe Cisternas-Caneo
, José Lemus-Romani
, Mauricio Castillo
, José García
, Wenceslao Palma
, Fernando Paredes
, Sanjay Misra
:
A Q-Learning Hyperheuristic Binarization Framework to Balance Exploration and Exploitation. 14-28 - Danilo G. de Oliveira, Eliton M. da Silva, Fabiano J. F. Miranda, José Francisco S. Filho, Rafael S. Parpinelli:
Artificial Neural Network Model for Steel Strip Tandem Cold Mill Power Prediction. 29-42 - Alvin Gregory
, Eduardo E. Yepes Calderon
, Fernando Jiménez
, J. Gordon McComb
, Fernando Yepes-Calderon
:
Fairly Ranking the Neediest in Worldwide Social Systems. An Artificial Intelligence Approach Born in Cov2 Pandemic Outbreak. 43-55 - Sara M. Cachique
, Edgar S. Correa
, C. H. Rodríguez-Garavito
:
Intelligent Digital Tutor to Assemble Puzzles Based on Artificial Intelligence Techniques. 56-71 - Jorge Guevara, Olmer Garcia-Bedoya
, Oscar M. Granados
:
Machine Learning Methodologies Against Money Laundering in Non-Banking Correspondents. 72-88 - Ruiyi Wang, Tong Li, Zhen Yang, Haiyang Yu:
Predicting Polypharmacy Side Effects Based on an Enhanced Domain Knowledge Graph. 89-103 - Camilo Espinosa, Manuel Garcia, Fernando Yepes-Calderon, J. Gordon McComb, Hector Florez
:
Prostate Cancer Diagnosis Automation Using Supervised Artificial Intelligence. A Systematic Literature Review. 104-115 - Fernando Yepes-Calderon, Andres Felipe Giraldo Quiceno, Jose Fabian Carmona Orozco, J. Gordon McComb:
The Bio-I Capsule. Preventing Contagion of Aerial Pathogens with Real-Time Reporting in Evalu@. 116-128
Business Process Management
- Milliam Maxime Zekeng Ndadji
, Maurice Tchoupé Tchendji
, Clémentin Tayou Djamégni
, Didier Parigot:
A Grammatical Model for the Specification of Administrative Workflow Using Scenario as Modelling Unit. 131-145
Cloud Computing
- Jaime Chavarriaga, Antonio de la Vega, Eduardo Rosales, Harold Castro:
A Linux Scheduler to Limit the Slowdown Generated by Volunteer Computing Systems. 149-164 - Carlos E. Gómez, Jaime Chavarriaga, Harold E. Castro:
Reliability Analysis in Desktop Cloud Systems. 165-180
Data Analysis
- Ana Fernandes
, Margarida Figueiredo
, Almeida Dias
, Jorge Ribeiro
, José Neves
, Henrique Vicente
:
A Case-Based Approach to Assess Employees' Satisfaction with Work Guidelines in Times of the Pandemic. 183-196 - J. González-Vergara, D. Escobar-González
, D. Chaglla-Aguagallo, Diego Hernán Peluffo-Ordóñez
:
A Data-Driven Approach for Automatic Classification of Extreme Precipitation Events: Preliminary Results. 197-209 - Laura M. Muñoz, Maria Fernanda Ramirez, Jorge E. Camargo:
A Data-Driven Method for Measuring the Negative Impact of Sentiment Towards China in the Context of COVID-19. 210-221 - David Rodolfo Prieto-Torres, Ixent Galpin:
A Virtual Wallet Product Recommender System Based on Collaborative Filtering. 222-234 - Jenny Mayerly Díaz-Díaz
, Ixent Galpin
:
Evaluating Models for a Higher Education Course Recommender System Using State Exam Results. 235-250 - Andres Chavarro, Monica Castaneda, Sebastian Zapata, Isaac Dyner:
Future Scenarios of Water Security: A Case of Bogotá River Basin, Colombia. 251-265 - M. Vélez-Falconí
, J. González-Vergara, Diego Hernán Peluffo-Ordóñez
:
Inverse Data Visualization Framework (IDVF): Towards a Prior-Knowledge-Driven Data Visualization. 266-280 - O. O. Mosobalaje
, O. D. Orodu, D. Ogbe:
The Application of DBSCAN Algorithm to Improve Variogram Estimation and Interpretation in Irregularly-Sampled Fields. 281-295
Decision Systems
- Nicolás Cobos
, Ixtli Barbosa
, Germán Adolfo Montoya
, Carlos Andres Lozano-Garzon:
A Multi-objective Evolutionary Algorithms Approach to Optimize a Task Scheduling Problem. 299-312 - Jeffrey O. Agushaka, Absalom E. Ezugwu:
Diabetes Classification Techniques: A Brief State-of-the-Art Literature Review. 313-329 - Vladimir Vargas-Calderón
, Juan S. Flórez
, Leonel F. Ardila
, Nicolás Parra-A.
, Jorge E. Camargo
, Nelson Vargas:
Learning from Students' Perception on Professors Through Opinion Mining. 330-344
Health Care Information Systems
- Luis de-Marcos
, Carlos Cilleruelo
, Javier Junquera-Sánchez
, José Javier Martínez-Herráiz:
A Framework for BYOD Continuous Authentication: Case Study with Soft-Keyboard Metrics for Healthcare Environment. 347-358 - Enzo Rucci
, Lisandro Delía
, Joaquín Pujol, Paula Erbino, Armando De Giusti
, Juan José Gagliardino:
Diabetes Link: Platform for Self-control and Monitoring People with Diabetes. 359-373
Human-Computer Interaction
- Ekati Ekaterini Maria Sagia, Modestos Stavrakis
:
Design and Prototyping of a Wearable Kinesthetic Haptic Feedback System to Support Mid-Air Interactions in Virtual Environments. 377-391
Image Processing
- Wendy Valderrama
, Andrea Magadán Salazar, Raúl Pinto-Elías, José Ruiz:
Comparison of Gabor Filters and LBP Descriptors Applied to Spoofing Attack Detection in Facial Images. 395-408 - Vinay Khobragade, Naunika Jain, Dilip Singh Sisodia
:
Deep Transfer Learning Model for Automated Screening of Cervical Cancer Cells Using Multi-cell Images. 409-419 - Dominika Dudzinska, Adam Piórkowski
:
Tissue Differentiation Based on Classification of Morphometric Features of Nuclei. 420-432
Learning Management Systems
- Andres Sanchez-Martin
, Luis Eduardo Barreto
, Johana Martinez
, Nikolay Reyes-Jalizev
, Carolina Astudillo
, Santiago Escobar
, Osberth De Castro
:
Peer Validation and Generation Tool for Question Banks in Learning Management Systems. 435-448
Simulation and Emulation
- Hector Fabian Guarnizo Mendez, N. P. Rodríguez Rincón, P. P. Plata Rodríguez, Mauricio Andrés Polochè Arango
, D. F. Márquez Romero:
Early Breast Cancer Detection by Using a Sensor-Antenna. 451-466 - Andrés Triana
, C. Camilo Cano
, Hector Fabian Guarnizo Mendez
, Mauricio Andrés Polochè Arango
:
Temperature Sensing in Hyperthermia Study in Breast Cancer Treatment Using Optical Fiber Bragg Gratings. 467-478
Software Design Engineering
- Hector Florez
, Alejandro Cárdenas-Avendaño
:
A Computer-Based Approach to Study the Gaussian Moat Problem. 481-492 - Emmanuel E. Okoro
, Samuel E. Sanni
, Amarachukwu A. Ibe
, Paul Igbinedion, Babalola Oni:
Numerical Model-Software for Predicting Rock Formation Failure-Time Using Fracture Mechanics. 493-504 - Alberto Sampaio, Isabel Braga Sampaio:
Validation of Software Requirements Specifications by Students. 505-518
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