Fourth International Conference on Applied Informatics

28 to 30 October 2021
Universidad Tecnológica Nacional Facultad Regional Buenos Aires
Buenos Aires, Argentina ONLINE


Program

Time Thursday 28 October Friday 29 October Saturday 30 October
9:00-9:30 Keynote: Luis Rabelo
URL: Google Meet
9:30-10:00 Conference Opening
URL: Google Meet
10:00-11:00 Keynote: Jose A. Olivas
URL: Same than Conference Opening
Keynote: Fernando Yepes-Calderon
URL: Google Meet
Conference Closing
URL: Google Meet
11:00-13:00 Workshops AIESD & WKMIT
URL: Google Meet

Workshops WAAI & WDEA
URL: Google Meet

Workshop WSSC
URL: Google Meet
ICAI Decision Systems & Image Processing Sessions
URL: Google Meet
13:00-14:00 Lunch
14:00-16:00 ICAI Artificial Intelligence Session
URL: Google Meet
ICAI Data Analysis & Simulation and Emulation Sessions
URL: Google Meet
16:00-18:00 ICAI Health Care Information Systems & Software Design Engineering Sessions
URL: Google Meet
ICAI Security Services & Smart Cities & Software and Systems Modeling Sessions
URL: Google Meet

Leyend

ICAI Sessions (Presentations of papers in CCIS) Keynotes
ICAI Workshops Sessions (Presentations of papers in CEUR-WS) Social Activities

Detailed Program

Time Thursday 28 October
9:30-10:00 Conference Opening
10:00-11:00 Keynote: Jose A. Olivas. Intelligent data analysis guided by Knowledge Engineering
Session Chair: Ma Florencia Pollo-Cattaneo
11:00-13:00 Workshops AIESD & WKMIT
Workshop Chair: Marcelo Leon
  • Empirical approach to arable land and livestock using co-integration and causality techniques with panel data.
    Micaela Calderon, Marcelo Leon, Sergio Núñez
  • Pedagogical model to develop virtual learning objects for people with hearing impairment
    Karen Martinez-Zambrano, Jhon Paez, Hector Florez
  • Underground drones as a support line for mining companies in Ecuador
    Marcelo Leon, Homero Rodriguez, Ibeth Chiluiza, Claudia Rivas
  • Knowledge management technologies for a n-layered architecture
    Luciano Straccia, Ma Florencia Pollo-Cattaneo, Adriana Maulini
  • Successes and failures in software development project management: a systematic literature review
    Patricia Gerlero
Workshops WAAI & WDEA
Workshop Chair: Ma Florencia Pollo-Cattaneo
  • Data science applied to oil wells' behavior prediction in the Estructura Cruz de Piedra - Lunlunta oil field, Cuyana Basin, Argentina
    Micaela Báez, Luis P. Stinco, Silvia P. Barredo, Hernan D. Merlino
  • Multi-criteria group requirement prioritization in software engineering using fuzzy linguistic labels
    Giovanni Daián Rottoli, Carlos Casanova
  • Predictive modeling toward identification of sex from lip prints - machine learning in cheiloscopy
    Agustín F. Sabelli, Parag Chatterjee, Ma Florencia Pollo-Cattaneo
  • Analysing gender-based violence against Colombian public figures on Twitter
    Juan Sebastian Chaparro-Saenz, Ixent Galpin
  • Analyzing and predicting NCAA volleyball match outcome using machine learning techniques
    Dhvanil Sanghvi, Priya Deshpande, Suhas Shanbhogue, Vishwa Shah
Workshops WSSC
Workshop Chair: Cesar Diaz
  • Forum: Smart Cities - National e International Experiences
  • Environmental economic estimation: case study in the city of Tarija - Bolivia
    Carlos Jijena, Marcelo Leon, Claudia Rivas, Carlos Redroban
  • Industry 4.0 and digital transformation in higher education through the perspective of smart cites
    Álvaro Gutiérrez-Rodríguez, José David López-García, Ricardo Alfonso Sanabria, Sandra Acevedo-Zapata
  • Prediction of electrical energy consumption through recurrent neural networks
    Oscar Daniel Diaz-Castillo, Andrés Esteban Puerto-Lara, Javier Alejandro Sáenz-Leguizamón, Vladimir Ducón-Sosa
13:00-14:00 Lunch
14:00-16:00 ICAI Artificial Intelligence Session
Session Chair: Olmer Garcia
  • A Chatterbot Based on Genetic Algorithm: Preliminary Results
    Cristian Orellana, Martin Tobar, Yeremy Yazan, D. H. Peluffo-Ordóñez, Lorena Guachi-Guachi
  • A Supervised Approach to Credit Card Fraud Detection using Artificial Neural Network
    Oluwatobi Noah Akande, Sanjay Misra, Hakeem Babalola Akande, Jonathan Oluranti, Robertas Damasevicius
  • Machine Learning Classification based Techniques for Fraud Discovery in Credit Card Datasets
    Roseline Oluwaseun Ogundokun, Sanjay Misra, Opeyemi Eyitayo Ogundokun, Jonathan Oluranti, Rytis Maskeliunas
  • Object Detection based software system for automatic evaluation of Cursogramas images
    Pablo Pytel, Matias Almad, Rocío Leguizamón, Cinthia Vegega, Ma Florencia Pollo-Cattaneo
  • Sign Language Recognition using Leap MotionBased on Time-Frequency Characterization and Conventional Machine Learning Techniques
    D. López-Albán, A. Lopez-Barrera, D. Mayorca-Torres, D. Peluffo-Ordoñez
  • Solar radiation prediction using machine learning techniques
    Luis Alejandro Caycedo Villalobos, Richard Alexander Cortázar Forero, Pedro Miguel Cano Perdomo, José John Fredy González Veloza
  • Towards More Robust GNN Training with Graph Normalization for GraphSAINT
    Yuying Wang, Qinfen Hao
16:00-18:00 ICAI Health Care Information Systems & Software Design Engineering Sessions
Session Chair: Fernando Yepes-Calderon
  • Blood Pressure Morphology as a Fingerprint of Cardiovascular Health: A Machine Learning Based Approach
    Eugenia Ipar, Nicolás A. Aguirre, Leandro J. Cymberknop, Ricardo L. Armentano
  • Characterizing Musculoskeletal Disorders. A Case study involving kindergarten employees
    Gonzalo Yepes Calderon, Julio Perea Sandoval, Julietha Oviedo Correa, Fredy Linero-Moreno, Fernando Yepes-Calderon
  • Comparison of heart rate variability analysis with empirical mode decomposition and Fourier transform
    Javier Zelechower, Fernando Pose, Francisco Redelico, Marcelo Risk
  • Evalu@ + Sports. Creatine Phosphokinase and Urea in High-Performance Athletes During Competition. A framework for predicting injuries caused by fatigue
    Fernando Yepes-Calderon, Alvin David Gregory Tatis, Daniel Santiafo Forero Arévalo, Juan Fernando Yepes Zuluaga
  • Heart rate variability: validity of autonomic balance indicators in ultra-short recordings
    Jose Gallardo, Giannina Bellone, Marcelo Risk
  • Architectural Approach for Google Services Integration
    Hamilton Ricaurte, Hector Florez
  • Proposal to improve Software Testing in Small and Medium Enterprises
    Melisa Argüello, Carlos Antonio Casanova Pietroboni, Karina Elizabeth Cedaro
Time Friday 29 October
9:00-10:00 Keynote: Luis Rabelo. Artificial Intelligence and Simulation: Opportunities in Cybersecurity and Blockchain Design
Session Chair: Cesar Diaz
10:00-11:00 Keynote: Fernando Yepes-Calderon. Science and regulations around controlling global warming. A desperate call to scientists
Session Chair: Hector Florez
11:00-13:00 ICAI Decision Systems & Image Processing Sessions
Session Chair: Giovanni Daian Rottoli
  • A Multi-Objective Mathematical Optimization Model and a Mobile Application for finding Best Pedestrian Routes considering SARS-CoV-2 contagions
    Juan E. Cantor, Carlos Lozano-Garzón, Germán A. Montoya
  • An Improved Course Recommendation System based on Historical Grade Data using Logistic Regression
    Idowu Dauda Oladipo, Joseph Bamidele Awotunde, Muyideen Abdulraheem, Oluwasegun Osemudiame Ige, Ghaniyat Bolanle Balogun, Adekola Rasheed Tomori, Fatimoh Abidemi Taofeek-Ibrahim
  • Predictive academic performance model to support, prevent and decrease the university dropout rate
    Diego Bustamante, Olmer Garcia-Bedoya
  • Proposed algorithm to digitize the root-cause analysis and 8Ds of the automotive industry
    Brenda-Alejandra Mendez Torres, Patricia Cano-Olivos
  • An Improved Machine Learnings Diagnosis Technique for COVID-19 Pandemic using Chest X-ray Images
    Joseph Bamidele Awotunde, Sunday Adeola Ajagbe, Matthew A. Oladipupo, Jimmisayo A. Awokola, Olakunle S. Afolabi, Mathew O. Timothy, Yetunde J. Oguns
  • Evaluation of local thresholding algorithms for segmentation of white matter hyperintensities in magnetic resonance images of the brain
    Adam Piórkowski, Julia Lasek
  • Super-resolution algorithm applied in the zoning of aerial images
    J. A. Baldion, E. Cascavita, C. H. Rodriguez-Garavito
13:00-14:00 Lunch
14:00-16:00 ICAI Data Analysis & Simulation and Emulation Sessions
Session Chair: Ixent Galpin
  • A complementary approach in the analysis of the human gut microbiome applying self-organizing maps and random forest
    Valeria Burgos, Tamara Piñero, Maria Laura Fernandez, Marcelo Risk
  • An evaluation of intrinsic mode function characteristic of non-Gaussian autorregresive processes
    Fernando Pose, Javier Zelechower, Marcelo Risk, Francisco O. Redelico
  • Analysing Documents about Colombian Indigenous Peoples through Text Mining
    Jonathan Stivel Piñeros-Enciso, Ixent Galpin
  • Application of a continuous improvement method for Graphic User Interfaces through Intelligent Systems for a language services company
    Osvaldo Germán Fernández, Pablo Pytel, Ma Florencia Pollo-Cattaneo
  • Descriptive analysis model to improve the pension contributions collection process for Colpensiones
    William M. Bustos C., Cesar O. Diaz
  • User Response-based Fake News Detection on Social Media
    Hailay Kidu, Haile Misgna, Tong Li, Zhen Yang
  • Optimization of Multi-Level HEED protocol in wireless sensor networks
    Walid Boudhiafi, Tahar Ezzedine
16:00-18:00 ICAI Security Services & Smart Cities & Software and Systems Modeling Sessions
Session Chair: Parag Chatterjee
  • An Enhanced Lightweight Speck System for Cloud-based Smart Healthcare
    Muyideen Abdulraheem, Ghaniyat Bolanle Balogun, Kazeem Moses Abiodun, Fatimoh Abidemi Taofeek-Ibrahim, Adekola Rasheed Tomori, Idowu Dauda Oladipo, Joseph Bamidele Awotunde
  • Hybrid Algorithm for Symmetric Based Fully Homomorphic Encryption
    Kamaldeen Jimoh Muhammed, Rafiu Mope Isiaka, Ayisat Wuraola Asaju-Gbolagade, Kayode Sakariyah Adewole, Kazeem Alagbe Gbolagade
  • Information encryption and decryption analysis, vulnerabilities and reliability implementing the RSA algorithm in Python
    Rocio Rodriguez, Carlos A. Vanegas, Gerardo A. Castang
  • LIDAR and Camera Data for Smart Urban Traffic Monitoring: Challenges of Automated Data Capturing and Synchronization
    Gatis Vitols, Nikolajs Bumanis, Irina Arhipova, Inga Meirane
  • Mobility in Smart Cities: Spatiality of the travel time indicator according to uses and modes of transportation
    Carlos Alberto Diaz Riveros, Karen Astrid Beltran Rodriguez, Cesar O. Diaz, Alejandra Juliette Baena Vasquez
  • Preliminary studies of the security of the cyber-physical smart grids
    Luis Rabelo, Andres Ballestas, Bibi Ibrahim, Javier Valdez
  • Enterprise Modeling: A Multi-Perspective Tool-Supported Approach
    Paola Lara Machado, Mario Sánchez, Jorge Villalobos

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