PUBLICATIONS & PRODUCTS
Latest documents and articles carried out by the academic staff
All Products (18)
Conference paper | Products (10)
Network anomaly detection with machine learning techniques for SDN networks
Authors: Arévalo Herrera J., Camargo J.E., Martínez Torre J. (2022)
For: 7th International Conference on Information and Education Innovations (ICIEI).
Conference paper
Read hereCommunications in Computer and Information Science book series (CCIS,volume 1643)
A systematic review on phishing detection: A perspective beyond a high accuracy in phishing detection
Authors: Barreiro Herrera D., Camargo J.E (2022)
For: Fifth International Conference on Applied Informatics.
A Survey on Machine Learning Applications for Software Defined Network Security
Authors: Arevalo Herrera J., Camargo J.E. (2019)
For: Software Defined Network Security. In: Zhou J. et al. (eds) Applied Cryptography and Network Security Workshops.
Conference paper
Read hereCommunications in Computer and Information Science, vol 1154. Springer, Cham.
Classification and Visualization of Web Attacks Using HTTP Headers and Machine Learning Techniques
Authors: Ricardo Enciso N., Camargo J.E. (2020)
For: Narváez F., Vallejo D., Morillo P., Proaño J. (eds) Smart Technologies, Systems and Applications. SmartTech-IC 2019.
Self-exciting Point Processes with Image Features as Covariates for Robbery Modeling
Authors:Riascos A.J., Rodriguez P., Camargo J.E. (2021)
For: Suiza, Lecture Notes in Networks and Systems.
A Data-Driven Method for Measuring the Negative Impact of Sentiment Towards China in the Context of COVID-19.
Authors: Ramirez M. F., Camargo J.E. (2020)
For: Alemania, Communications in Computer and Information Science.
Automatic Identification of Traditional Colombian Music Genres Based on Audio Content Analysis and Machine Learning Techniques.
Authors:Cruz D.A., Camargo J.E. (2019)
For: Alemania, Lecture Notes in Computer Science
Using Machine Learning Techniques for Discovering Latent Topics in Twitter Colombian News
Authors: Vargas V., Dominguez M., Parra N. Vinck H. Camargo J.E. (2020)
For: Alemania, Communications in Computer and Information Science
Predicting City Safety Perception Based on Visual Image Content
Authors:Acosta S.F., Camargo J.E. (2019)
For: Suiza, Lecture Notes in Computer Science
Predicting the Programming Language: Extracting Knowledge from Stack Overflow Posts.
Authors: Restrepo F, Aponte J.H., Gonzalez F.A., Camargo J.E. (2019)
For: Suiza, Communications in Computer and Information Science.
Journal article | Products (5)
Journal Article
Read hereISSN: 2256-5337, 2020 vol:23 fasc: 49 págs: 83 - 111 DOI:10.22430/22565337.1611
A Video Game to Teach How to Design Lighting that the Meets the Colombian Lighting Code (RETILAP)
Authors:Triana E. A., Camargo J.E. (2020)
For: Colombia, Tecnológicas.
SOPHIA: System for Ophthalmic Image Acquisition, Transmission, and Intelligent Analysis
Authors: Camargo J.E. Gonzalez F.A., Perdomo O.J., De La Pava M., Toledo, S., Lara J.S. (2020)
For: Colombia, Revista Facultad De Ingeniería
Computational Model for Sign Language Recognition in a Colombian Context
Authors:Camargo J.E. Ortiz N.M. (2020)
For: Colombia, Tecnológicas
Evaluating the impact of curriculum learning on the training process for an intelligent agent in a video game
Authors: Camargo J.E. Sáenz R. (2021)
For: Artificial intelligence, 24(68), 1–20
A mobile app to issue warning for food and nutrition security
Authors:Buitrago A.V., Camargo J.E. (2019)
For: Colombia, Tecnológicas
Project | Products (3)
Project
Classification of diabetic retinopathy and diabetic macular edema in fundus images using convolutional neural networks
Investigation and development
2018/9 - Current
Project
Center of Excellence in Scientific Computing: CoE-SciCo
Investigation and development
2021/1 - Current
Project
Files in the digital age
Investigation and development
2017/6 - Current
Documents Repository
Github repository with files, documents, presentations, code and more.
UN Secure Lab Research group: Site for the research group in cryptography, information security, network security, blockchain and others topics associate with.
Visit GitHub here..