ITI Research Group


Supported by:
Books
  1. Hector Florez. Sistemas Digitales. Ediciones de la U. ISSN:978-958-762-190-7. 2014.
  2. Hector Florez. Fundamentos de programación competitiva. Ecoe Ediciones. ISSN:9789585082854. 2024.
  3. Hector Florez, Jorge Hernandez. Aplicaciones Web Con PHP. Ediciones de la U. ISSN:9789587922349. 2021.

Book Chapters
  1. Hector Florez, Mario Sanchez, Jorge Villalobos. Drafting Enterprise Models. Modeling Methods for Business Information Systems Analysis and Design. IGI Global. ISSN:9781522555223. 2019.
  2. Hector Florez. Human Factors in Automated Analysis for Enterprise Models. Handbook of Research on the Role of Human Factors in IT Project Management. IGI Global. ISSN:180619075135. 2019.

Journal Papers
  1. Sunday Adeola Ajagbe, Joseph Bamidele Awotunde, Hector Florez. Intrusion Detection: A Comparison Study of Machine Learning Models Using Unbalanced Dataset. SN Computer Science. ISSN:2661-8907. vol:5. p:1-10. (2024).
  2. Marcelo Leon, María de la O. Barroso Gonzalez, Hector Florez. Short-term and long-term cointegration analysis of foreign direct investment and value added generation in the manufacturing industry. Journal of Infrastructure, Policy and Development. ISSN:2572-7931. vol:8(11). p:1-14. (2024).
  3. Hector Florez, Ixent Galpin, Fernando Yespes-Calderon. Editorial: Advances in software for data analysis. Frontiers in Computer Science. ISSN:2624-9898. vol:6. p:1-2. (2024).
  4. Carlos Martín Molina, Kristopher D. Wisniewski, Andrés Salamanca, Miguel Saumett, Carlo Rojas, Héctor Gómez, Alejandra Baena, Jamie K. Pringle. Monitoring of simulated clandestine graves of victims using UAVs, GPR, electrical tomography and conductivity over 4-8 years post-burial to aid forensic search investigators in Colombia, South America. Forensic Science International. ISSN:0379-0738. vol:335. p:1-10. (2024).
  5. Sunday Adeola Ajagbe, Joseph Bamidele Awotunde, Hector Florez . Ensuring Intrusion Detection for IoT Services Through an Improved CNN. SN Computer Science. ISSN:2661-8907. vol:5. p:1-8. (2024).
  6. Bryan Rivera, Marcelo Leon, Gino Cornejo, Hector Florez. Analysis of the Effect of Human Capital, Institutionality and Globalization on Economic Complexity: Comparison between Latin America and Countries with Greater Economic Diversification. Economies. ISSN:2227-7099. vol:11 (204). p:1-16. (2023).
  7. Romil Rawat, Olukayode Ayodele Oki, Sakthidasan Sankaran, Hector Florez, Sunday Adeola Ajagbe. Techniques for predicting dark web events focused on the delivery of illicit products and ordered crime. International Journal of Electrical and Computer Engineering. ISSN:2088-8708. vol:13 (5). p:5354-5365. (2023).
  8. Fernando Yepes-Calderon, J. Gordon McComb. Eliminating the need for manual segmentation to determine size and volume from MRI. A proof of concept on segmenting the lateral ventricles. PLoS ONE. ISSN:1932-6203. vol:18 (5). p:1-13. (2023).
  9. Fernando Yepes-Calderon, J. Gordon McComb . Accurate image-based CSF volume calculation of the lateral ventricles. Scientific Reports. ISSN:2045-2322. vol:12 (1). p:1-8. (2022).
  10. Leidy Lorena Pulido Morales, Juan Sebastian Buitrago Romero, Ismael A. Ardila Sanchez, Fernando Yepes-Calderon. Turning any bed into an intensive care unit with the Internet of things and artificial intelligence technology. Presenting the enhanced mechanical ventilator. F1000 Research. ISSN:2046-1402. vol:11 (1570). p:1-18. (2022).
  11. Jorge Hernandez, Karen Daza, Hector Florez. Spiking Neural Network Approach based on Caenorhabditis Elegans Worm for Classification. IAENG International Journal of Computer Science. ISSN:1819656X. vol:49 (4). p:1099-1111. (2022).
  12. Marcelo Leon, Miriam Vanessa Hinojosa-Ramos, Alan León-Lopez, Simone Belli, Cristian López-Raventós, Hector Florez. eSports Events Trend: A Promising Opportunity for Tourism Offerings. Sustainability. ISSN:2071-1050. vol:14. p:1-14. (2022).
  13. Marcelo Leon, Gino Cornejo, Micaela Calderón, Erika González-Carrión, Hector Florez. Effect of Deforestation on Climate Change: A Co-Integration and Causality Approach with Time Series. Sustainability. ISSN:2071-1050. vol:14. p:1-14. (2022).
  14. Daniel Sanchez, Alix E Rojas, Hector Florez. Towards a Clean Architecture for Android Apps using Model Transformations. IAENG International Journal of Computer Science. ISSN:1819656X. vol:49(1). p:270-278. (2022).
  15. Eduard Guevara, Alix E Rojas, Hector Florez. Technology platform for the information management of theobroma cacao crops based on the colombian technical standard 5811. Engineering Letters. ISSN:1816093X. vol:30(1). p:298-310. (2022).
  16. Fernando Yepes-Calderon, Frisca Wihardja, Andrea Sloan, Janet Kim, Marvin D. Nelson, J. Gordon McComb. Measuring Maximum Head Circumference Within the Picture Archiving and Communication System: A Fully Automatic Approach. Frontiers in Pediatrics. ISSN:2296-2360. vol:9. p:671. (2021).
  17. Carlos Martín Molina, Kristopher Wisniewski, Vivienne Heaton, Jamie K. Pringle, Edier Fernando Avila, Luis Alberto Herrera, Jorge Guerrero, Miguel Saumett, Raúl Echeverry, Mario Duarte, Alejandra Baen. Monitoring of simulated clandestine graves of dismembered victims using UAVs, electrical tomography, and GPR over one year to aid investigations of human rights violations in Colombia, South America. Journal of Forensic Sciences . ISSN:00221198. vol:66. p:1-12. (2021).
  18. Omar A. Fonseca-Herrera, Alix E. Rojas, and Hector Florez. A Model of an Information Security Management System Based on NTC-ISO/IEC 27001 Standard. IAENG International Journal of Computer Science. ISSN:1819656X. vol:48. p:213-222. (2021).
  19. Hector Florez, Mario Sánchez and Jorge Villalobos. Modeling and Analyzing Imperfection in Enterprise Models. Engineering Letters. ISSN:1816093X. vol:29(1). p:261-277. (2021).
  20. Sweta Singh, Hector Florez. Bioinformatic study to discover natural molecules with activity against COVID-19. F1000 Research. ISSN:2046-1402. vol:9(1203). p:1-12. (2020).
  21. Hector Florez, Sweta Singh. Online dashboard and data analysis approach for assessing COVID-19 case and death data. F1000 Research. ISSN:2046-1402. vol:9(570). p:1-9. (2020).
  22. Sweta Singh, Hector Florez. Coronavirus disease 2019 drug discovery through molecular docking. F1000 Research. ISSN:2046-1402. vol:9(502). p:1-9. (2020).
  23. Mauro Guardiola, Karina Salvatierra, Hector Florez. Computer analysis of resistance mutations to HCV NS5A antivirals. International Journal of Infectious Diseases. ISSN:1201-9712. vol:73S. p:382-383. (2018).
  24. Karina Salvatierra, Hector Florez. Computational analysis of resistance mutations in the hepatitis C virus. Vínculos. ISSN:1794-211X. vol:15. p:27-33. (2018).
  25. Salvatierra Karina. Epidemiología molecular del virus de la hepatitis C. Infectio. ISSN:0123-9392. vol:21. p:117-125. (2017).
  26. Florez Hector, Salvatierra Karina. Bioinformatics Study of Mutations of Resistance to Antivirals in the NS5A Gen of HCV. Information. ISSN:1343-4500. vol:20 (9A). p:6665-6672. (2017).
  27. Ana Morante, Maria del Pilar Villamil, Hector Florez. Framework for Supporting the Creation of Marketing Strategies. Information. ISSN:1343-4500. vol:20 (10A). p:6665-6672. (2017).
  28. Karina Salvatierra, Hector Florez. Pathogen Sequence Signature Analysis (PSSA): A software tool for analyzing sequences to identify microorganism genotypes. F1000 Research. ISSN:2046-1402. vol:6 (21). p:1-8. (2017).
  29. Carlos Martin Molina, Jamie K. Pringle, Miguel Saumett, Gethin T. Evans. Geophysical and botanical monitoring of simulated graves in a tropical rainforest, Colombia, South America. Journal of Applied Geophysics. ISSN:0926-9851. vol:135. p:232-242. (2016).
  30. Carlos Martin Molina, Jamie K. Pringle, Miguel Saumett, Gethin T. Evans. Geophysical monitoring of simulated graves with resistivity, magnetic susceptibility, conductivity and GPR in Colombia, South America. Forensic Science International. ISSN:0379-0738. vol:261. p:106-115. (2016).
  31. Karina Salvatierra, Hector Florez. Prevalence of hepatitis B and C infections in hemodialysis patients. F1000 Research. ISSN:2046-1402. vol:5 (1910). p:1-6. (2016).
  32. Karina Salvatierra, Hector Florez. Biomedical Mutation Analysis (BMA): A software tool for analyzing mutations associated with antiviral resistance. F1000 Research. ISSN:2046-1402. vol:5 (1141). p:1-9. (2016).
  33. Hector Florez, Mario Sanchez, Jorge Villalobos. A Catalog of Automated Analysis Methods for Enterprise Models. SpringerPlus. ISSN:2193-1801. vol:5 (406). p:1-24. (2016).
  34. Karina Salvatierra, Hector Florez. Análisis del Virus de la Hepatitis C en pacientes en hemodiálisis. Infectio. ISSN:0123-9392. vol:20 (3). p:130-137. (2015).
  35. Carlos Martin Molina, Jamie K. Pringle, Miguel Saumett, Orlando Hernández. Preliminary results of sequential monitoring of simulated clandestine graves in Colombia, South America, using ground penetrating radar and botany. Forensic Science International. ISSN:0379-0738. vol:248. p:61-70. (2015).
  36. Karina Salvatierra, Hector Florez. Análisis Computacional de Mutaciones de Resistencias a Inhibidores de la Proteasa NS3 Y Polimerasa NS5B del Virus de la Hepatitis C. Biomédica. ISSN:0120-4157. vol:35. p:125. (2015).
  37. Hector Florez. Metamodels composition strategy for the model driven engineering context. Tecnura. ISSN:0123-921X. vol:44. p:109-120. (2015).
  38. Juan Joya, Hector Florez. Communication of Mobile Devices through Bluetooth Technology. Vínculos. ISSN:1794-211X. vol:11(2). p:92-98. (2014).
  39. Paola Gómez, Mario Sánchez, Hector Florez, Jorge Villalobos. An Approach to the Co-creation of Models and Metamodels in Enterprise Architecture Projects. Journal of Object Technology. ISSN:1660-1769. vol:13 (3). p:1-29. (2014).
  40. Hector Florez. Scent-based color identification for patients with visual disability. Visión Electrónica. ISSN:1909-9746. vol:8 (1). p:163-171. (2014).
  41. Hector Florez. Modelo de Negocio Exitoso en e-business. Vínculos. ISSN:1794-211X. vol:11 (1). p:180-188. (2014).
  42. Hector Florez. Adapting models in metamodels composition processes. Vínculos. ISSN:1794-211X. vol:10 (1). p:96-108. (2013).

Academic Conferences
  1. Hector Florez, Dana Macias. Towards an Academic Social Network to Support Students Decision Making Processes. 7th International Conference on Applied Informatics (ICAI 2024) . p:199-210. Viña del Mar, Chile. (2024).
  2. Oscar Mendez, Jorge Camargo, Hector Florez. Machine Learning Operations Applied to Development and Model Provisioning. 7th International Conference on Applied Informatics (ICAI 2024) . p:73-88. Viña del Mar, Chile. (2024).
  3. Christian Unigarro, Hector Florez. RGB Image Reconstruction for Precision Agriculture: A Systematic Literature Review. 7th International Conference on Applied Informatics (ICAI 2024) . p:211-227. Viña del Mar, Chile. (2024).
  4. Jorge Hernandez, Christian Unigarro and Hector Florez. Towards a System for Measuring Source Code Quality. Workshops at the 7th International Conference on Applied Informatics (ICAIW 2024) . p:363-374. Viña del Mar, Chile. (2024).
  5. Camilo Sandoval, David Tabla, Hector Florez. Analysis Model for the Identification of Factors that Influence Students Academic Performance. Workshops at the 6th International Conference on Applied Informatics (ICAIW 2023) . p:37-50. Guayaquil, Ecuador. (2023).
  6. Joseph Bamidele Awotunde, Sunday Adeola Ajagbe, Hector Florez . A Bio-Inspired-Based Salp Swarm Algorithm Enabled with Deep Learning for Alzheimer’s Classification. 6th International Conference on Applied Informatics (ICAI 2023). p:157-170. Guayaquil, Ecuador. (2023).
  7. Ronald S. Marin Cifuentes, Adriana M. Florez Laiseca, Fernando Yepes-Calderon . Introducing Planet-Saving Strategies to Measure, Control, and Mitigate Greenhouse Gas Emissions and Water Misuse in Household Residences. 5th International Conference on Applied Informatics (ICAI 2022). p:440-454. Arequipa, Peru. (2022).
  8. Fernando Yepes-Calderon . Automatic Location and Suppression of Calcification and Atheromas by Gradient Change in the Pattern of Intensities Inside the Carotid Artery. 5th International Conference on Applied Informatics (ICAI 2022). p:427-439. Arequipa, Peru. (2022).
  9. Joe A. Parrales, María G. Cornejo, Hector Florez. Smart Contracts: An Opportunity for Company Modernization in a Post-COVID-19 World. Workshops at the 5th International Conference on Applied Informatics (ICAIW 2022) . p:159-168. Arequipa, Peru. (2022).
  10. Joseph Bamidele Awotunde, Sunday Adeola Ajagbe, Hector Florez . Internet of Things with Wearable Devices and Artificial Intelligence for Elderly Uninterrupted Healthcare Monitoring Systems. 5th International Conference on Applied Informatics (ICAI 2022). p:278-288. Arequipa, Peru. (2022).
  11. Sunday Adeola Ajagbe, Hector Florez, Joseph Bamidele Awotunde . AESRSA: A New Cryptography Key for Electronic Health Record Security. 5th International Conference on Applied Informatics (ICAI 2022). p:237-250. Arequipa, Peru. (2022).
  12. Joseph Bamidele Awotunde, Sanjay Misra, David Obagwu, Hector Florez . Multiple Colour Detection of RGB Images Using Machine Learning Algorithm. 5th International Conference on Applied Informatics (ICAI 2022). p:60-72. Arequipa, Peru. (2022).
  13. Yésica Rodríguez, Alejandra Huérfano, Fernando Yepes-Calderon, J. Gordon McComb, Hector Florez. Cerebrospinal Fluid Containers Navigator. A Systematic Literature Review. The 22nd International Conference on Computational Science and its Applications (ICCSA 2022). p:340-351. Malaga, Spain. (2022).
  14. Gonzalo Yepes Calderon, Julio Perea Sandoval, Julietha Oviedo-Correa, Fredy Linero-Moreno, Fernando Yepes-Calderon . Characterizing Musculoskeletal Disorders. A Case Study Involving Kindergarten Employees. Fourth International Conference on Applied Informatics (ICAI 2021). p:266-277. Buenos Aires, Argentina. (2021).
  15. Juan Fernando Yepes Zuluaga, Alvin David Gregory Tatis, Daniel Santiago Forero Arévalo, Fernando Yepes-Calderon . Evalu@ + Sports. Creatine Phosphokinase and Urea in High-Performance Athletes During Competition. a Framework for Predicting Injuries Caused by Fatigue. Fourth International Conference on Applied Informatics (ICAI 2021). p:290-302. Buenos Aires, Argentina. (2021).
  16. Hamilton Ricaurte, Hector Florez. Architectural Approach for Google Services Integration. Fourth International Conference on Applied Informatics (ICAI 2021). p:483-496. Buenos Aires, Argentina. (2021).
  17. Karen Martinez-Zambrano, Jhon Paez, Hector Florez. Pedagogical model to develop virtual learning objects for people with hearing impairment. Workshops at the Fourth International Conference on Applied Informatics (ICAIW 2021) . p:62-73. Buenos Aires, Argentina. (2021).
  18. Verónica Tintín, Hector Florez. Artificial Intelligence and Data Science in the Detection, Diagnosis, and Control of COVID-19: A Systematic Mapping Study. The 21st International Conference on Computational Science and its Applications (ICCSA 2021). p:354-368. Cagliari, Italy. (2021).
  19. Jorge Hernandez, Hector Florez. An Experimental Comparison of Algorithms for Nodes Clustering in a Neural Network of Caenorhabditis Elegans. The 21st International Conference on Computational Science and its Applications (ICCSA 2021). p:327-339. Cagliari, Italy. (2021).
  20. Alvin Gregory, Eduardo Yepes Calderon, Fernando Jimenez, J. Gordon McComb, Fernando Yepes-Calderon . Fairly Ranking the Neediest in Worldwide Social Systems. An Artificial Intelligence Approach Born in Cov2 Pandemic Outbreak. Third International Conference on Applied Informatics (ICAI 2020). p:43-55. Ota, Nigeria. (2020).
  21. 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@. Third International Conference on Applied Informatics (ICAI 2020). p:116-128. Ota, Nigeria. (2020).
  22. Fabian Velosa, Hector Florez. Edge Solution with Machine Learning and Open Data to Interpret Signs for People with Visual Disability. Workshops at the Third International Conference on Applied Informatics (ICAIW 2020). p:15-26. Ota, Nigeria. (2020).
  23. Camilo Espinosa, Manuel Garcia, Fernando Yepes-Calderon, J. Gordon McComb, Hector Florez. Prostate Cancer Diagnosis Automation Using Supervised Artificial Intelligence. A Systematic Literature Review. Third International Conference on Applied Informatics (ICAI 2020). p:104-115. Ota, Nigeria. (2020).
  24. Hector Florez, Alejandro Cárdenas-Avendaño. A Computer-Based Approach to Study the Gaussian Moat Problem. Third International Conference on Applied Informatics (ICAI 2020). p:481-492. Ota, Nigeria. (2020).
  25. Jorge Hernandez, Karen Daza, Hector Florez. Alpha-Beta vs Scout Algorithms for the Othello Game. Workshops at the Second International Conference on Applied Informatics (ICAIW 2019). p:65-79. Madrid, Spain. (2019).
  26. Karina Salvatierra, Marcos Vera, Hector Florez. Bioinformatics Methods to Discover Antivirals Against Zika Virus. Second International Conference on Applied Informatics (ICAI 2019). p:3-14. Madrid, Spain. (2019).
  27. Chika Yinka-Banjo, Obawole Daniel, Sanjay Misra, Oluranti Jonathan, Hector Florez. Comparative Analysis of Three Obstacle Detection and Avoidance Algorithms for a Compact Differential Drive Robot I N V-Rep. Second International Conference on Applied Informatics (ICAI 2019). p:357-369. Madrid, Spain. (2019).
  28. Modebola Olowu, Chika Yinka-Banjo, Sanjay Misra, Hector Florez. A Secured Private-Cloud Computing System. Second International Conference on Applied Informatics (ICAI 2019). p:373-384. Madrid, Spain. (2019).
  29. Jorge Hernandez, Karen Daza, Hector Florez, Sanjay Misra . Dynamic Interface and Access Model by Dead Token for IoT Systems. Second International Conference on Applied Informatics (ICAI 2019). p:485-498. Madrid, Spain. (2019).
  30. Hector Florez, Edwarth Garcia, Deisy Muñoz . Automatic Code Generation System for Transactional Web Applications. The 19th International Conference on Computational Science and Its Applications (ICCSA 2019). p:436-451. Saint Petesburg, Russia. (2019).
  31. Karen Daza, Jorge Hernandez, Hector Florez . Hardware and Software System for Hydric Estimation and Crop Irrigation Scheduling. The 19th International Conference on Computational Science and Its Applications (ICCSA 2019). p:150-165. Saint Petesburg, Russia. (2019).
  32. Luis Wanumen, Judy Moreno, Hector Florez . Mobile Based Approach for Accident Reporting. 4th International Conference on Technology Trends (ICTT 2018). p:302-311. Babahoyo, Ecuador. (2018).
  33. Hector Florez, Marcelo Leon. Model Driven Engineering Approach to Configure Software Reusable Components. First International Conference on Applied Informatics (ICAI 2018) . p:352-363. Bogota, Colombia. (2018).
  34. Luis Wanumen, Hector Florez. Architectural Approaches for Phonemes Recognition Systems. First International Conference on Applied Informatics (ICAI 2018) . p:267-279. Bogota, Colombia. (2018).
  35. Oscar Mendez, Hector Florez . Applying the Flipped Classroom Model Using a VLE for Foreign Languages Learning. First International Conference on Applied Informatics (ICAI 2018) . p:215-227. Bogota, Colombia. (2018).
  36. Karina Salvatierra, Hector Florez . Bioinformatics Approach to Analyze Influenza Viruses. Workshop on Engineering Applications (WEA 2018). p:442-452. Medellin, Colombia. (2018).
  37. Daniel Sanchez, Hector Florez. Model Driven Engineering Approach to Manage Peripherals in Mobile Devices. The 18th International Conference on Computational Science and Its Applications (ICCSA 2018). p:353-364. Melbourne, Australia. (2018).
  38. Daniel Sanchez, Oscar Mendez, Hector Florez . An Approach of a Framework to Create Web Applications. The 18th International Conference on Computational Science and Its Applications (ICCSA 2018). p:341-352. Melbourne, Australia. (2018).
  39. Daniel Sanchez, Hector Florez . Improving Game Modeling for the Quoridor Game State Using Graph Databases. International Conference on Information Technology & Systems (ICITS 2018). p:333-342. Santa Elena, Ecuador. (2018).
  40. Florez Hector, Salvatierra Karina. A Web-Based Approach for Analyzing Microorganism Sequences. Workshop on Engineering Applications (WEA 2017) . p:96-107. Cartagena, Colombia. (2017).
  41. Daniel Sanchez, Oscar Mendez, Hector Florez . Applying the 3-layer Model in the Construction of a Framework to Create Web Applications. The 8th International Multi-Conference on Complexity, Informatics and Cybernetics (IMCIC 2017). p:364-369. Orlando, United States. (2017).
  42. Hector Florez, Karina Salvatierra. A Tool for Analyzing Mutations in Biomedical Microorganisms. The 8th International Multi-Conference on Complexity, Informatics and Cybernetics (IMCIC 2017). p:25-33. Orlando, United States. (2017).
  43. Hector Florez, Mario Sanchez, Jorge Villalobos. Analysis of Imprecise Enterprise Models. Exploring Modelling Methods for Systems Analysis and Design (EMMSAD 2016). p:349-364. Ljubljana, Slovenia. (2016).
  44. Hector Florez, Mario Sanchez, Jorge Villalobos. Extensible Model-based Approach for Supporting Automatic Enterprise Analysis. International Enterprise Distributed Object Computing Conference (EDOC 2014). p:32-41. Ulm, Germany. (2014).
  45. Hector Florez, Mario Sanchez, Jorge Villalobos. iArchiMate: A Tool for Managing Imperfection in Enterprise Models. International Workshop on Methodical Development of Modeling Tools (ModTools 2014). p:201-210. Ulm, Germany. (2014).
  46. Hector Florez, Mario Sanchez, Jorge Villalobos. Supporting Drafts for Enterprise Modeling. Noveno Congreso Colombiano de Computación (9CCC 2014). p:200-206. Pereira, Colombia. (2014).
  47. Hector Florez, Mario Sanchez, Jorge Villalobos. Embracing Imperfection in Enterprise Architecture Models. 6th IFIP WG 8.1 Working Conference on The Practice of Enterprise Modeling (PoEM 2013). p:8-17. Riga, Latvia. (2013).
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