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Journal articles

  1. (in press.) Variational Gaussian Process for optimal sensor placement
    Tajnafoi, Gabor and Arcucci, Rossella and Mottet, Laetitia and Vouriot, Carolanne and Molina-Solana, Miguel and Pain, Christopher and Guo, Yike
    Applications of Mathematics, ,
  2. (SUBMITTED) Minimalistic Fuzzy Ontology Reasoning: An application to Building Information Modeling
    Huitzil, Ignacio and Molina-Solana, Miguel and Gómez-Romero, Juan and Bobillo, Fernando
    Applied Soft Computing, under review,
  3. (SUBMITTED) City-level real-time traffic detection using traffic cameras
    Gan, Huan Min and Fernando, Senaka and Molina-Solana, Miguel
    Engineering Applications of Artificial Intelligence, under review,
  4. (SUBMITTED) An intermediate representation to support association rules visualization
    Fernandez-Basso, Carlos and Ruiz, M.D. and Molina-Solana, Miguel and Martin-Bautista, M.J.
    Knowledge-based Systems, under review,
  5. (2020) Towards a large-scale twitter observatory for political events
    Fernando, Senaka and Amador, Julio and Serban, Ovidiu and Gómez-Romero, Juan and Molina-Solana, Miguel and Guo, Yike
    Future Generation Computer Systems, 110,
  6. (2020) TUORIS: A middleware for visualizing graphics in scalable resolution display environments
    Martínez, Victor and Fernando, Senaka and Molina-Solana, Miguel and Guo, Yike
    Future Generation Computer Systems, 106,
  7. (2020) Do the Shuffle: Exploring reasons for music listening through shuffled play
    Sanfilippo, Katie Rose and Spiro, Neta and Molina-Solana, Miguel and Lamont, Alexandra
    PLOS One, 15,
  8. (2020) A case study on understanding energy consumption through prediction and visualisation (VIMOEN)
    Baca-Ruiz, Luis G. and Pegalajar, M.C. and Molina-Solana, Miguel and Guo, Yike
    Journal of Building Engineering, 30,
  9. (2020) Weak Constraint Gaussian Processes for Optimal Sensor Placement
    Dur, Tolga H. and Arcucci, Rossella and Mottet, Laetitia and Molina-Solana, Miguel and Pain, Christopher and Guo, Yike
    Journal of Computational Science, 42,
  10. (2020) Open Visualization Environment (OVE): A web framework for scalable rendering of data visualizations
    Fernando, Senaka and Scott-Brown, James and Serban, Ovidiu and Birch, David and Akroyd, David and Molina-Solana, Miguel and Heinis, Thomas and Guo, Yike
    Future Generation Computer Systems, 112,
  11. (2020) A time-series clustering methodology for knowledge extraction in energy consumption data
    Baca-Ruiz, Luis G. and Pegalajar, M.C. and Arcucci, Rossella and Molina-Solana, Miguel
    Expert Systems with Applications, 160,
  12. (2020) Linked-Data Constraint Checking (LDCC) to support look-ahead planning in construction
    Soman, Ranjith K. and Molina-Solana, Miguel and Whyte, Jennifer
    Automation in Construction, 120,
  13. (2020) Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation
    Mack, Julian and Arcucci, Rossella and Molina-Solana, Miguel and Guo, Yike
    Computer Methods in Applied Mechanics and Engineering, 372,
  14. (2019) A Probabilistic Algorithm for Predictive Control with Full-Complexity Models in Non-Residential Buildings
    Gómez-Romero, Juan and Fernández-Basso, Carlos J. and Cambronero, M. Victoria and Molina-Solana, Miguel and Campan̈a, Jesús and Ruiz, M. Dolores and Martin-Bautista, María J.
    IEEE Access, 7,
  15. (2019) Generalized regression hypothesis induction for energy consumption forecasting
    Rueda, Ramón and Pegalajar Cuellar, Manuel and Molina-Solana, Miguel and Guo, Yike and Pegalajar, M.C.
    Energies, 12,
  16. (2019) Not all lies are equal. A study into the engineering of political misinformation in the 2016 US presidential election
    Oehmichen, Axel and Hua, Kevin and Amador, Julio and Molina-Solana, Miguel and Gómez-Romero, Juan and Guo, Yike
    IEEE Access, 7,
  17. (2018) Visualizing large knowledge graphs: A performance analysis
    Gómez-Romero, Juan and Molina-Solana, Miguel and Oehmichen, Axel and Guo, Yike
    Future Generation Computer Systems, 89,
  18. (2018) The improvisational state of mind: a multidisciplinary study of an improvisatory approach to classical music repertoire performance
    Dolan, David and Jensen, Henrik Jeldtoft and Martinez-Mediano, Pedro and Molina-Solana, Miguel and Rajpal, Hardik and Rosas, Fernando and Sloboda, John Anthony
    Frontiers in Psychology, 9,
  19. (2018) Comfort as a Service: a new paradigm for residential environmental quality control
    Gómez-Romero, Juan and Molina-Solana, Miguel and Ros, María and Ruiz, M. Dolores and Martin-Bautista, María J.
    Sustainability, 10,
  20. (2018) foo.castr: Visualising the Future AI workforce
    Amador, Julio and Molina-Solana, Miguel and Kennedy, Mark T.
    Big Data Analytics, 3,
  21. (2017) Information fusion from multiple databases using meta-association rules
    Ruiz, M.D. and Gómez-Romero, J. and Molina-Solana, Miguel and Ros, M. and Martin-Bautista, M.J.
    International Journal of Approximate Reasoning, 80,
  22. (2017) Data Science for Building Energy Management: a review
    Molina-Solana, Miguel and Ros, Maria and Ruiz, M. Dolores and Gómez-Romero, Juan and Martin-Bautista, M.J.
    Renewable and Sustainable Energy Reviews, 70,
  23. (2017) Improving Data Exploration in Graphs with Fuzzy Logic and Large-Scale Visualisation
    Molina-Solana, Miguel and Birch, David and Guo, Yi-ke
    Applied Soft Computing, 53,
  24. (2016) Transcribing Debussy’s Syrinx dynamics through Linguistic Description: the MUDELD algorithm
    Ros, Maria and Molina-Solana, Miguel and Delgado, Miguel and Fajardo, Waldo and Vila, Amparo
    Fuzzy Sets and Systems, 285,
  25. (2016) Visualizing dynamic Bitcoin transaction patterns
    McGinn, Dan and Birch, David and Akroyd, David and Molina-Solana, Miguel and Guo, Yi-ke and Knottenbelt, William
    Big Data, 4,
  26. (2016) Meta-Association Rules for mining interesting associations in multiple datasets
    Ruiz, M.D. and Gómez-Romero, J. and Molina-Solana, Miguel and Campaña, J.R. and Martin-Bautista, M.J.
    Applied Soft Computing, 49,
  27. (2015) A fuzzy extension of the semantic Building Information Model
    Gómez-Romero, Juan and Bobillo, Fernando and Ros, Maria and Molina-Solana, Miguel and Ruiz, M. Dolores and Martín-Bautista, M.J.
    Automation in Construction, 57,
  28. (2015) Representation model and learning algorithm for uncertain and imprecise multivariate behaviors, based on correlated trends
    Delgado, Miguel and Fajardo, Waldo and Molina-Solana, Miguel
    Applied Soft Computing, 36,
  29. (2011) Mining transposed motifs in music
    Jiménez, Aída and Molina-Solana, Miguel and Berzal, Fernando and Fajardo, Waldo
    Journal of Intelligent Information Systems, 36,
  30. (2011) A state of the art on computational music performance
    Delgado, Miguel and Fajardo, Waldo and Molina-Solana, Miguel
    Expert Systems with Applications, 38,
  31. (2010) Identifying Violin Performers by their Expressive Trends
    Molina-Solana, Miguel and Arcos, Josep Lluis and Gómez, Emilia
    Intelligent Data Analysis, 14,
  32. (2009) INMAMUSYS: Intelligent multiagent music system
    Delgado, Miguel and Fajardo, Waldo and Molina-Solana, Miguel
    Expert Systems with Applications, 36,

Conferences

  1. (2020) Variational Gaussian Process For Optimal Sensor Placement
    Arcucci, Rossella and Vouriot, Carolanne and Molina-Solana, Miguel and Pain, Christopher
    Proc. 3rd International Conference on Modern Mathematical Methods and High Performance Computing in Science and Technology (M3HPCST-2020)
  2. (2020) Social Glue and Post-COVID Labour Markets: Evidence from a Task Census of a Large Corporation
    Kennedy, Mark T. and Molina-Solana, Miguel
    New Future of Work 2020
  3. (2019) Towards self-adaptive building energy control in smart grids
    Gómez, Juan and Molina-Solana, Miguel
    NeurIPS 2019 Workshop Tackling Climate Change with Machine Learning
  4. (2019) Hybrid Data Assimilation: an Ensemble-Variational Approach
    Lim, Edward and Arcucci, Rossella and Molina-Solana, Miguel and Pain, Christopher and Guo, Yike
    Proc. 15th International Conference on Signal Image Technology & Internet-based systems (SITIS2019)
  5. (2019) Towards easy-to-implement misinformation automatic detection for online social media
    Amador, Julio and Molina-Solana, Miguel and Gómez-Romero, Juan
    Conference for Truth and Trust Online (TTO)
  6. (2019) Compositional Microservices for Immersive Social Visual Analytics
    Fernando, Senaka and Birch, David and Molina-Solana, Miguel and McIlwraith, Douglas and Guo, Yike
    Proc. 23rd International Conference on Information Visualisation (IV2019)
  7. (2018) Conversational AI for Data Exploration
    Molina-Solana, Miguel and Amador Diaz Lopez, Julio
    Proc. Conversational AI Workshop @ KDD2018
  8. (2018) GraphDL: An Ontology for Linked Data Visualisation
    Gómez-Romero, Juan and Molina-Solana, Miguel
    Proc. CAEPIA 2018
  9. (2018) A software tool for categorizing violin student renditions by comparison
    Delgado, Miguel and Fajardo, Waldo and Molina-Solana, Miguel
    Proc. CAEPIA 2018
  10. (2018) Deep Learning for Fake News Classification
    Molina-Solana, Miguel and Amador Diaz Lopez, Julio and Gómez-Romero, Juan
    Proc. I workshop in Deep Learning (DEPL 2018)
  11. (2017) A game based e-learning system to teach Artificial Intelligence in the Computer Sciences degree
    De-Castro-Santos, Amable and Fajardo, Waldo and Molina-Solana, Miguel
    Proc. International Conference E-Learning 2013
  12. (2016) Advances in Data Science for Building Energy Management
    Gómez-Romero, Juan and Ruiz, M.D. and Fernández-Basso, C. and Molina-Solana, Miguel and Ros, Maria and Martin-Bautista, M.J.
    Proc. 9th International Conference Improving Energy Efficiency in Commercial Buildings and Smart Communities (IEECB&SC’16)
  13. (2015) Unifying fuzzy controller for IEQ: implementation in a Raspberry Pi
    Molina-Solana, Miguel and Ros, Maria and Delgado, Miguel
    Proc. 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology
  14. (2015) Learning User Activities from Energy Demand Profiles
    Ros, Maria and Molina-Solana, Miguel and Martin-Bautista, M.J. and Delgado, Miguel and Vila, Amparo
    Proc. 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology
  15. (2014) Minería de datos y gestión energética: tendencias actuales
    Molina-Solana, Miguel and Ros, Maria and Martín-Bautista, María José and Vila, Amparo
    Proc. XVII Congreso Español sobre Tecnologías y Lógica Fuzzy (ESTYLF2014)
  16. (2014) Data mining for building energy management
    Molina-Solana, Miguel
    Proc. Sustainable Places 2014
  17. (2013) e-learning software for improving student’s music performance using comparisons
    Delgado, Miguel and Fajardo, Waldo and Molina-Solana, Miguel
    Proc. International Conference E-Learning 2013
  18. (2013) Unifying fuzzy controller for indoor environment quality
    Molina-Solana, Miguel and Ros, Maria and Delgado, Miguel
    Proc. 2013 Joint IFSA World Congress NAFIPS Annual Meeting
  19. (2012) Pattern characterization in multivariate data series using fuzzy logic - applications to e-health
    Fajardo, Waldo and Molina-Solana, Miguel and Valenza, MarieCarmen
    Proc. International Conference on Data Communication Networking, e-Business and Optical Communication Systems
  20. (2010) Nature vs. Culture in ritardando performances
    Molina-Solana, Miguel and Grachten, Maarten
    Proc. Conference on Interdisciplinary Musicology (CIM10)
  21. (2010) Evidence for pianist-specific rubato style in Chopin Nocturnes
    Molina-Solana, Miguel and Grachten, Maarten and Widmer, Gerhard
    Proc. 11th International Society for Music Information Retrieval Conference (ISMIR2010)
  22. (2008) Composing Music with Multiagent Systems
    Molina-Solana, Miguel
    3rd International Conference On Art & Technology. Technarte 2008
  23. (2008) Learning Violinist’s Expressive Trends
    Molina-Solana, Miguel and Arcos, Josep Lluis and Gómez, Emilia
    Proc. International Workshop on Machine Learning and Music (MML08), Held in conjunction with ICML/COLT/UAI 2008
  24. (2008) Using Expressive Trends for Identifying Violin Performers
    Molina-Solana, Miguel and Arcos, Josep Lluis and Gómez, Emilia
    Proc. 9th International Conference on Music Information Retrieval (ISMIR2008)