Escudo de la República de Colombia Escudo de la República de Colombia





PUBLICATIONS & PRODUCTS

Latest documents and articles carried out by the academic staff

 

 

Group Theses (14)

View all degree works and theses related to the group

 

All Products (18)

 

Conference paper | Products (10)

 

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Association for computing machinery.

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).

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Communications 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.




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ACNS 2019. vol 11605.

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.

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Communications 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.




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ISSN: 2367 3370, 2021 vol:283. págs: 886 - 898.

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.

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ISSN: 1865-0929, 2020 vol:1277 fasc: N/A págs: 210 - 221

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.




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ISSN: 0302-9743, 2019 vol:11896 fasc: N/A págs: 646 - 655

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

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ISSN: 1865-0929, 2020 vol:1154 fasc: N/A págs: 132 - 141

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




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ISSN: 2256-5337, 2019 vol:22 fasc: 45 págs: 21 - 43

Predicting City Safety Perception Based on Visual Image Content


Authors: Acosta S.F., Camargo J.E. (2019)

For: Suiza, Lecture Notes in Computer Science

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ISSN: 1865-0929, 2017 vol:735 fasc: N/A págs: 199 - 210

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)

 

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Journal Article
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ISSN: 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.

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ISSN: 0121-1129, 2020 vol:29 fasc: 54 págs: 1 - 15

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




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ISSN: 2256-5337, 2020 vol:23 fasc: 48 págs: 197 - 232

Computational Model for Sign Language Recognition in a Colombian Context


Authors: Camargo J.E. Ortiz N.M. (2020)

For: Colombia, Tecnológicas

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ISSN: 1988-3064

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




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ISSN: 2256-5337, 2019 vol:22 fasc: 45 págs: 21 - 43

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.

 

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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..