Hi, I'm Carlos! A passionate Researcher - Data Science & Machine Learning

Languages

Spanish ★★★

English ★★☆

NOW

• He is currently working on the development of new Big Data algorithms for pattern recognition in medical applications. In addition, at UCL he is working on explainability models in AI (XAI) and automatic causality and blame analysis using NLP.

BIO

• 🏢 PostDoc at University College London, London, UK
• 🏢 Full stack engineer at SiftyML Ltd, London, UK
• 🔭 Area of interest is in , and
• 🎯 Specifically interested in finding hidden patterns,relationship extraction in nlp, rules and knowledge from a dataset.
• 🌱 Learning all about
• Looking to collaborate on Open Source Projects on
• Ping me about and

☰ Click for List of Publications (click to expand) 🔗

📜Journal Articles

No	Title	DOI	Journal	Quartile JCR
01	Extraction of association rules using big data technologies (2016)		International Journal of Design & Nature and Ecodynamics	-
02	Finding tendencies in streaming data using big data frequent itemset mining (2019)		Knowledge-Based Systems	Q1
03	A probabilistic algorithm for predictive control with full-complexity models in non-residential buildings (2019)		IEEE Access	Q1
04	A Fuzzy Mining Approach for Energy Efficiency in a Big Data Framework (2020)		IEEE Transactions on Fuzzy Systems	Q1
05	Spark solutions for discovering fuzzy association rules in Big Data (2021)		International Journal of Approximate Reasoning	Q2
06	Big Data Architecture for Building Energy Management Systems (2021)		IEEE Transactions on Industrial Informatics	Q1
07	A fuzzy-based medical system for pattern mining in a distributed environment: Application to diagnostic and co-morbidity (2022)		Applied Soft Computing	Q1

📃 Conference Proceedings

No	Title	DOI	Conference
01	Advances in Data Science for Building Energy Management (2016)		2016 9th International Conference Improving Energy Efficiency in Commercial Buildings and Smart Communities (IEECB&SC’16)
02	A comparative analysis of tools for visualizing association rules: A proposal for visualising fuzzy association rules (2019)		11th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2019)

📖 Book Chapter

No	Title	DOI	Book Chapter
01	Actitudes y formación sobre inclusión de los docentes universitarios (2017)		Actitudes y formación sobre inclusión de los docentes universitarios

☰ Click for GitHub Stats (click to expand)