Personal profile
Personal profile
PhD in Computer Science and Information Technology with a solid background in Software Engineering and Software Development across multiple platforms and domains. Expertise in Software Architecture and Development Environments, with exceptional ability to design and build robust, scalable, and efficient software systems; Extensive experience in Data Analysis and Data Engineering, in-depth knowledge of Python tools and techniques to extract value from large data sets combined with knowledge of Machine Learning, experience in projects requiring the development of predictive models and intelligent systems. Internationally recognized research, with multiple publications in journals and conferences indexed in Web of Science and Scopus.
Research Interests
IA generative, intelligent vision, machine learning, crowdsourcing, software architectural
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 12 Responsible Consumption and Production
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A maintenance plan based on Monitoring to detect equipment failures in a mining company using machine learning
Canelón, R., Rivera, F., Inzulza, C. & Khazmou, S., 2025, In: IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI. 2025Research output: Contribution to journal › Conference article › peer-review
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A text mining-based method for domains using AI generative text-To-Text
Canelon, R., Cruz, F. & Barrios, I., 13 Nov 2024, 2024 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2024 - Proceedings. Orjuela-Canon, A. D. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 1-6 (2024 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2024 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Design of a remote assistance model for truck maintenance in the mining industry
Canelón, R., Carrasco, C. & Rivera, F., 23 Feb 2024, In: Journal of Quality in Maintenance Engineering. 30, 1, p. 175-201 27 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
DINNP-U: A Design Process for Digital Innovation Platforms In Energy Sector Companies
Canelón, R., Peña, C. & Salazar, A., 2022, In: Journal of Technology Management and Innovation. 17, 3, p. 59-69 11 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
InDoCaS: A process for domain engineering in software production lines with a quality approach
Canelon, R., Nov 2019, IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019. Institute of Electrical and Electronics Engineers Inc., 8988095. (IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Scopus citations