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4th ICAI 2021: Buenos Aires, Argentina
- Hector Florez
, María Florencia Pollo Cattaneo
Applied Informatics - Fourth International Conference, ICAI 2021, Buenos Aires, Argentina, October 28-30, 2021, Proceedings. Communications in Computer and Information Science 1455, Springer 2021, ISBN 978-3-030-89653-9
Artificial Intelligence
- Cristian Orellana, Martín Tobar, Jeremy Yazán, Diego Hernán Peluffo-Ordóñez, Lorena Guachi-Guachi
A Chatterbot Based on Genetic Algorithm: Preliminary Results. 3-12 - Noah Oluwatobi Akande, Sanjay Misra
A Supervised Approach to Credit Card Fraud Detection Using an Artificial Neural Network. 13-25 - Roseline Oluwaseun Ogundokun, Sanjay Misra
Machine Learning Classification Based Techniques for Fraud Discovery in Credit Card Datasets. 26-38 - Pablo Pytel, Matías Almad, Rocío Leguizamón, Cinthia Vegega, María Florencia Pollo Cattaneo:
Object Detection Based Software System for Automatic Evaluation of Cursogramas Images. 39-54 - D. López-Albán, A. López-Barrera, Dagoberto Mayorca-Torres
Sign Language Recognition Using Leap Motion Based on Time-Frequency Characterization and Conventional Machine Learning Techniques. 55-67 - Luis Alejandro Caycedo Villalobos
Solar Radiation Prediction Using Machine Learning Techniques. 68-81 - Yuying Wang, Qinfen Hao:
Towards More Robust GNN Training with Graph Normalization for GraphSAINT. 82-93
Data Analysis
- Valeria Burgos
A Complementary Approach in the Analysis of the Human Gut Microbiome Applying Self-organizing Maps and Random Forest. 97-110 - Fernando E. Pose, Javier Zelechower, Marcelo R. Risk, Francisco Redelico:
An Evaluation of Intrinsic Mode Function Characteristic of Non-Gaussian Autorregresive Processes. 111-124 - Jonathan Stivel Piñeros-Enciso
Analysing Documents About Colombian Indigenous Peoples Through Text Mining. 125-140 - Osvaldo Germán Fernandez
Application of a Continuous Improvement Method for Graphic User Interfaces Through Intelligent Systems for a Language Services Company. 141-160 - William M. Bustos C.
Descriptive Analysis Model to Improve the Pension Contributions Collection Process for Colpensiones. 161-172 - Hailay Kidu, Haile Misgna, Tong Li, Zhen Yang:
User Response-Based Fake News Detection on Social Media. 173-187
Decision Systems
- Juan E. Cantor, Carlos Andres Lozano-Garzon, Germán Adolfo Montoya:
A Multi-objective Mathematical Optimization Model and a Mobile Application for Finding Best Pedestrian Routes Considering SARS-CoV-2 Contagions. 191-206 - Idowu Dauda Oladipo
An Improved Course Recommendation System Based on Historical Grade Data Using Logistic Regression. 207-221 - Diego Bustamante, Olmer Garcia-Bedoya
Predictive Academic Performance Model to Support, Prevent and Decrease the University Dropout Rate. 222-236 - Brenda-Alejandra Mendez-Torres
Proposed Algorithm to Digitize the Root-Cause Analysis and 8Ds of the Automotive Industry. 237-249
Health Care Information Systems
- Eugenia Ipar
Blood Pressure Morphology as a Fingerprint of Cardiovascular Health: A Machine Learning Based Approach. 253-265 - Gonzalo E. Yepes Calderon, Julio Perea Sandoval, Julietha Oviedo-Correa, Fredy Linero-Moreno, Fernando Yepes-Calderon
Characterizing Musculoskeletal Disorders. A Case Study Involving Kindergarten Employees. 266-277 - Javier Zelechower, Fernando E. Pose, Francisco Redelico, Marcelo R. Risk
Comparison of Heart Rate Variability Analysis with Empirical Mode Decomposition and Fourier Transform. 278-289 - Juan Fernando Yepes Zuluaga, Alvin David Gregory Tatis
Evalu@ + Sports. Creatine Phosphokinase and Urea in High-Performance Athletes During Competition. a Framework for Predicting Injuries Caused by Fatigue. 290-302 - Jose Gallardo
Heart Rate Variability: Validity of Autonomic Balance Indicators in Ultra-Short Recordings. 303-315
Image Processing
- Joseph Bamidele Awotunde
An Improved Machine Learnings Diagnosis Technique for COVID-19 Pandemic Using Chest X-ray Images. 319-330 - Adam Piórkowski
Evaluation of Local Thresholding Algorithms for Segmentation of White Matter Hyperintensities in Magnetic Resonance Images of the Brain. 331-345 - J. A. Baldion
Super-Resolution Algorithm Applied in the Zoning of Aerial Images. 346-359
Security Services
- Muyideen Abdulraheem
An Enhanced Lightweight Speck System for Cloud-Based Smart Healthcare. 363-376 - Kamaldeen Jimoh Muhammed
Hybrid Algorithm for Symmetric Based Fully Homomorphic Encryption. 377-390 - Rocío Rodriguez G., Gerardo Castang M.
Information Encryption and Decryption Analysis, Vulnerabilities and Reliability Implementing the RSA Algorithm in Python. 391-404
Simulation and Emulation
- Walid Boudhiafi, Tahar Ezzedine:
Optimization of Multi-level HEED Protocol in Wireless Sensor Networks. 407-418
Smart Cities
- Gatis Vitols
LiDAR and Camera Data for Smart Urban Traffic Monitoring: Challenges of Automated Data Capturing and Synchronization. 421-432 - Carlos Alberto Díaz Riveros
Mobility in Smart Cities: Spatiality of the Travel Time Indicator According to Uses and Modes of Transportation. 433-448 - Luis Rabelo, Andrés Ballestas, Bibi Ibrahim, Javier Valdez:
Preliminary Studies of the Security of the Cyber-Physical Smart Grids. 449-461
Software and Systems Modeling
- Paola Lara Machado
Enterprise Modeling: A Multi-perspective Tool-Supported Approach. 465-480
Software Design Engineering
- Hamilton Ricaurte, Hector Florez
Architectural Approach for Google Services Integration. 483-496 - Melisa Argüello
Proposal to Improve Software Testing in Small and Medium Enterprises. 497-512
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