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Journal articles

  1. (SUBMITTED) Linked-Data Constraint Checking (LDCC) to support look-ahead planning in construction Automation in Construction
  2. (SUBMITTED) Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation Computer Methods in Applied Mechanics and Engineering
  3. (SUBMITTED) Variational Gaussian Process for optimal sensor placement Applications of Mathematics
  4. (SUBMITTED) An intermediate representation to support association rules visualization Knowledge-based Systems
  5. (SUBMITTED) City-level real-time traffic detection using traffic cameras Engineering Applications of Artificial Intelligence
  6. (2021) A time-series clustering methodology for knowledge extraction in energy consumption data Expert Systems with Applications
  7. (2020) Towards a large-scale twitter observatory for political events Future Generation Computer Systems
  8. (2020) TUORIS: A middleware for visualizing graphics in scalable resolution display environments Future Generation Computer Systems
  9. (2020) Do the Shuffle: Exploring reasons for music listening through shuffled play PLOS One
  10. (2020) A case study on understanding energy consumption through prediction and visualisation (VIMOEN) Journal of Building Engineering
  11. (2020) Weak Constraint Gaussian Processes for Optimal Sensor Placement Journal of Computational Science
  12. (2020) Open Visualization Environment (OVE): A web framework for scalable rendering of data visualizations Future Generation Computer Systems
  13. (2019) A Probabilistic Algorithm for Predictive Control with Full-Complexity Models in Non-Residential Buildings IEEE Access
  14. (2019) Generalized regression hypothesis induction for energy consumption forecasting Energies
  15. (2019) Not all lies are equal. A study into the engineering of political misinformation in the 2016 US presidential election IEEE Access
  16. (2018) Visualizing large knowledge graphs: A performance analysis Future Generation Computer Systems
  17. (2018) The improvisational state of mind: a multidisciplinary study of an improvisatory approach to classical music repertoire performance Frontiers in Psychology
  18. (2018) Comfort as a Service: a new paradigm for residential environmental quality control Sustainability
  19. (2018) foo.castr: Visualising the Future AI workforce Big Data Analytics
  20. (2017) Information fusion from multiple databases using meta-association rules International Journal of Approximate Reasoning
  21. (2017) Data Science for Building Energy Management: a review Renewable and Sustainable Energy Reviews
  22. (2017) Improving Data Exploration in Graphs with Fuzzy Logic and Large-Scale Visualisation Applied Soft Computing
  23. (2016) Transcribing Debussy’s Syrinx dynamics through Linguistic Description: the MUDELD algorithm Fuzzy Sets and Systems
  24. (2016) Visualizing dynamic Bitcoin transaction patterns Big Data
  25. (2016) Meta-Association Rules for mining interesting associations in multiple datasets Applied Soft Computing
  26. (2015) A fuzzy extension of the semantic Building Information Model Automation in Construction
  27. (2015) Representation model and learning algorithm for uncertain and imprecise multivariate behaviors, based on correlated trends Applied Soft Computing
  28. (2011) Mining transposed motifs in music Journal of Intelligent Information Systems
  29. (2011) A state of the art on computational music performance Expert Systems with Applications
  30. (2010) Identifying Violin Performers by their Expressive Trends Intelligent Data Analysis
  31. (2009) INMAMUSYS: Intelligent multiagent music system Expert Systems with Applications


  1. (2020) Variational Gaussian Process For Optimal Sensor Placement Proc. 3rd International Conference on Modern Mathematical Methods and High Performance Computing in Science and Technology (M3HPCST-2020)
  2. (2019) Towards self-adaptive building energy control in smart grids NeurIPS 2019 Workshop Tackling Climate Change with Machine Learning
  3. (2019) Hybrid Data Assimilation: an Ensemble-Variational Approach Proc. 15th International Conference on Signal Image Technology & Internet-based systems (SITIS2019)
  4. (2019) Towards easy-to-implement misinformation automatic detection for online social media Conference for Truth and Trust Online (TTO)
  5. (2019) Compositional Microservices for Immersive Social Visual Analytics Proc. 23rd International Conference on Information Visualisation (IV2019)
  6. (2018) Conversational AI for Data Exploration Proc. Conversational AI Workshop @ KDD2018
  7. (2018) GraphDL: An Ontology for Linked Data Visualisation Proc. CAEPIA 2018
  8. (2018) A software tool for categorizing violin student renditions by comparison Proc. CAEPIA 2018
  9. (2018) Deep Learning for Fake News Classification Proc. I workshop in Deep Learning (DEPL 2018)
  10. (2017) A game based e-learning system to teach Artificial Intelligence in the Computer Sciences degree Proc. International Conference E-Learning 2013
  11. (2016) Advances in Data Science for Building Energy Management Proc. 9th International Conference Improving Energy Efficiency in Commercial Buildings and Smart Communities (IEECB&SC’16)
  12. (2015) Unifying fuzzy controller for IEQ: implementation in a Raspberry Pi Proc. 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology
  13. (2015) Learning User Activities from Energy Demand Profiles Proc. 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology
  14. (2014) Minería de datos y gestión energética: tendencias actuales Proc. XVII Congreso Español sobre Tecnologías y Lógica Fuzzy (ESTYLF2014)
  15. (2014) Data mining for building energy management Proc. Sustainable Places 2014
  16. (2013) e-learning software for improving student’s music performance using comparisons Proc. International Conference E-Learning 2013
  17. (2013) Unifying fuzzy controller for indoor environment quality Proc. 2013 Joint IFSA World Congress NAFIPS Annual Meeting
  18. (2012) Pattern characterization in multivariate data series using fuzzy logic - applications to e-health Proc. International Conference on Data Communication Networking, e-Business and Optical Communication Systems
  19. (2010) Nature vs. Culture in ritardando performances Proc. Conference on Interdisciplinary Musicology (CIM10)
  20. (2010) Evidence for pianist-specific rubato style in Chopin Nocturnes Proc. 11th International Society for Music Information Retrieval Conference (ISMIR2010)
  21. (2008) Composing Music with Multiagent Systems 3rd International Conference On Art & Technology. Technarte 2008
  22. (2008) Learning Violinist’s Expressive Trends Proc. International Workshop on Machine Learning and Music (MML08), Held in conjunction with ICML/COLT/UAI 2008
  23. (2008) Using Expressive Trends for Identifying Violin Performers Proc. 9th International Conference on Music Information Retrieval (ISMIR2008)