Miguel José Molina Solana

Research Projects

  • (PID2021-125537NA-I00) Aprendizaje Profundo de Modelos de Simulación de Edificios para Mejora de la Eficiencia Energética
    • Date: 01/09/2022 - 31/08/2025
    • Principal Investigator: Molina-Solana, Miguel
    • Researchers: Gómez-Romero, Juan / Fajardo-Contreras, Waldo
  • (A-TIC-244-UGR20) Aprendizaje Profundo de Modelos de Simulacio-N
    • Date: 01/07/2021 - 30/06/2023
    • Principal Investigator: Molina-Solana, Miguel / Gómez-Romero, Juan
    • Researchers: Fajardo-Contreras, Waldo
  • (743623) Datasound: Understanding Data with Sound
    • Date: 01/06/2017 - 31/05/2019
    • Responsable: Molina-Solana, Miguel
  • (TIN2015-64776-C3-1-R) Analisis Inteligente de Datos para Gestion de la Eficiencia Energetica en Instalaciones Distribuidas
    • Date: 01/01/2016 - 31/12/2018
    • Responsable: Delgado-Calvo-Flores, Miguel / Pegalajar-Jimenez, Maria Del Carmen
    • Researchers: Martín-Bautista, María José / Vila-Miranda, María Amparo / Ramos-Ridao, A.F. / Ruiz-Padillo, Diego Pablo / Ordóñez-García, B. Javier / Pegalajar-Cuéllar, Manuel / Bobillo-Ortega, Fernando / Jadraque-Gago, Eulalia / Martínez-Aires, María Dolores / ESPÍN ESTRELLA, ANTONIO
    • Participants: CAMPAÑA GÓMEZ, JESÚS ROQUE / Gómez-Romero, Juan / Molina-Solana, Miguel / PACHECO-TORRES, ROSALÍA / I. Naveros / LEGIND LARSEN, HENRIK / RUEDA DELGADO, RAMÓN / BACA RUIZ, LUIS GONZAGA / ROS IZQUIERDO, MARÍA / Lilius, Johan
  • (608981) Energy in Time: Simulation Based Control for Energy Efficiency Building Operation and Maintenance
    • Date: 01/10/2013 - 30/09/2017
    • Responsable: Martín-Bautista, María José
    • Researchers: Molina-Solana, Miguel / Gómez-Romero, Juan / Ros-Izquierdo, María / Ruiz-Jiménez, María Dolores / Fernández-basso, Carlos / Campaña-Gómez, Jesús Roque / Fernandez-Basso , Carlos
    • Participants: Delgado-Calvo-Flores, Miguel / Vila-Miranda, María Amparo / Martínez-Aires, María Dolores
  • (TIN2012-30939) Modelado y Control de Entornos Monitorizados Multiusuario Empleando Información Heterogénea. Aplicación a la Mejora de Eficiencia Energética
    • Date: 01/01/2013 - 31/12/2015
    • Principal Investigator: Delgado-Calvo-Flores, Miguel
    • Researchers: Gómez-Romero, Juan / Martínez-Aires, María Dolores / Molina-Solana, Miguel / Ros-Izquierdo, María / Martín-Bautista, María José / Ruiz-Jiménez, María Dolores
    • Participants: L.G.B. Ruiz
  • (TIN2009-14538-C02-01) Desarrollo de un Sistema Inteligente para Detección y Control de Comportamientos en un Mundo Marcado
    • Date: 01/01/2010 - 31/12/2012
    • Responsable: Delgado-Calvo-Flores, Miguel
    • Researchers: Martín-Bautista, María José / Vila-Miranda, María Amparo / Marín-Ruiz, Nicolás / Pegalajar-Jimenez, Maria Del Carmen / Pegalajar-Cuéllar, Manuel / Molina-Solana, Miguel / Ros-Izquierdo, María

Articles

  • Genomus: Representing Procedural Musical Structures with An Encoded Functional Grammar Optimized for Metaprogramming and Machine Learning (2022)
    • DOI: 10.3390/app12168322
    • Applied Sciences vol. 12 num. 16 (pags 8322 - )
    • López-Montes, José / Molina-Solana, Miguel / Fajardo-Contreras, Waldo
  • Automating Look-Ahead Schedule Generation for Construction Using Linked-Data Based Constraint Checking and Reinforcement Learning (2022)
    • DOI: 10.1016/j.autcon.2021.104069
    • Automation in Construction vol. 134
    • Soman, Ranjith / Molina-Solana, Miguel
  • Cntrlda: a Building Energy Management Control System with Real-Time Adjustments. Application to Indoor Temperature (2022)
    • DOI: 10.1016/j.buildenv.2022.108938
    • Building and Environment: the International Journal of Building Science and Its Applications vol. 215 (pags 108938 - )
    • Dmitrewski, Alex / Molina-Solana, Miguel / Arcucci, Rossella
  • Minimalistic Fuzzy Ontology Reasoning: An Application to Building Information Modeling (2021)
    • DOI: 10.1016/j.asoc.2021.107158
    • Applied Soft Computing num. 103 (pags 107158 - )
    • Huitzil-Velasco, Ignacio / Molina-Solana, Miguel / Gómez-Romero, Juan / Bobillo-Ortega, Fernando
  • Scalable Object Detection Pipeline for Traffic Cameras: Application to Tfl Jamcams (2021)
    • DOI: 10.1016/j.eswa.2021.115154
    • Expert Systems with Applications vol. 182 num. 115154 (pags 115154 - )
    • Gan, Huan Min / Fernando, Senaka / Molina-Solana, Miguel
    • Web: Leer artículo
  • Variational Gaussian Process for Optimal Sensor Placement (2021)
    • DOI: 10.21136/AM.2021.0307-19
    • Applications of Mathematics (Praha) vol. 66 num. 2 (pags 287 - 317)
    • Tajnafoi, Gabor / Arcucci, Rossella / Mottet, Laetitia / Vouriot, Carolanne / Molina-Solana, Miguel / Pain, Christopher / Guo, Yike
  • A Case Study on Understanding Energy Consumption Through Prediction and Visualisation (Vimoen) (2020)
    • DOI: 10.1016/j.jobe.2020.101315
    • Journal of Building Engineering vol. 30
    • L.G.B. Ruiz / Pegalajar-Jimenez, Maria del Carmen / Molina-Solana, Miguel / Guo, Yike
  • A Time-Series Clustering Methodology for Knowledge Extraction in Energy Consumption Data (2020)
    • DOI: 10.1016/j.eswa.2020.113731
    • Expert Systems with Applications vol. 160 (pags 113731 - )
    • L.G.B. Ruiz / Pegalajar-Jimenez, Maria del Carmen / Arcucci, Rossella / Molina-Solana, Miguel
  • Towards a Large-Scale Twitter Observatory for Political Events (2020)
    • DOI: 10.1016/j.future.2019.10.013
    • Future Generation Computer Systems vol. 110 (pags 976 - 983)
    • Senaka, Fernando / Amador, Julio / Serban, Ovidiu / Gómez-Romero, Juan / Molina-Solana, Miguel / Guo, Yike
  • Do the Shuffle: Exploring Reasons for Music Listening Through Shuffled Play (2020)
    • DOI: 10.1371/journal.pone.0228457
    • Plos One vol. 15
    • Sanfilippo, Katie Rose / Spiro, Neta / Molina-Solana, Miguel / Lamont, Alexandra
  • Tuoris: a Middleware for Visualizing Graphics in Scalable Resolution Display Environments (2020)
    • DOI: 10.1016/j.future.2020.01.015
    • Future Generation Computer Systems vol. 106 (pags 559 - 571)
    • Martínez, Víctor / Fernando, Senaka / Molina-Solana, Miguel / Guo, Yike
  • Weak Constraint Gaussian Processes for Optimal Sensor Placement (2020)
    • DOI: 10.1016/j.jocs.2020.101110
    • Journal of Computational Science vol. 42
    • Dur, Tolga H. / Arcucci, Rossella / Mottet, Laetitia / Molina-Solana, Miguel / Pain, Christopher / Guo, Yike
  • Open Visualization Environment (Ove): a Web Framework for Scalable Rendering of Data Visualizations (2020)
    • DOI: 10.1016/j.future.2020.06.011
    • Future Generation Computer Systems vol. 112 (pags 785 - 799)
    • Fernando, Senaka / Scott-Brown, James / Serban, Ovidiu / Birch, David / Akroyd, David / Molina-Solana, Miguel / Heinis, Thomas / Guo, Yike
  • Linked-Data Based Constraint-Checking (Ldcc) to Support Look-Ahead Planning in Construction (2020)
    • DOI: 10.1016/j.autcon.2020.103369
    • Automation in Construction vol. 120 num. 103369
    • Soman, Ranjith / Molina-Solana, Miguel / Whyte, Jennifer
  • Attention-Based Convolutional Autoencoders for 3D-Variational Data Assimilation (2020)
    • DOI: 10.1016/j.cma.2020.113291
    • Computer Methods in Applied Mechanics and Engineering vol. 372 (pags 113291 - )
    • Mack, Julian / Arcucci, Rossella / Molina-Solana, Miguel / Guo, Yike
  • Generalised Regression Hypothesis Induction for Energy Consumption Forecasting (2019)
    • DOI: 10.3390/en12061069
    • Energies vol. 12 num. 6
    • Rueda, Ramón / Pegalajar-Cuéllar, Manuel / Molina-Solana, Miguel / Guo, Yike / Pegalajar-Jimenez, Maria del Carmen
  • Not All Lies Are Equal. a Study into the Engineering of Political Misinformation in the 2016 Us Presidential Election (2019)
    • DOI: 10.1109/ACCESS.2019.2938389
    • IEEE Access vol. 7 (pags 126305 - 126314)
    • Oehmichen, Axel / Hua, Kevin / Amador, Julio / Molina-Solana, Miguel / Gómez-Romero, Juan / Guo, Yike
  • A Probabilistic Algorithm for Predictive Control with Full-Complexity Models in Non-Residential Buildings (2019)
    • DOI: 10.1109/ACCESS.2019.2906311
    • IEEE Access vol. 7 (pags 38748 - 38765)
    • Gómez-Romero, Juan / Fernandez-Basso , Carlos / Cambronero, María Victoria / Molina-Solana, Miguel / Campaña-Gómez, Jesús Roque / Ruiz-Jiménez, María Dolores / Martín-Bautista, María José
  • Comfort As a Service: a New Paradigm for Residential Environmental Quality Control (2018)
    • DOI: 10.3390/su10093053
    • Sustainability vol. 10 num. 9 (pags 3053 - )
    • Gómez-Romero, Juan / Molina-Solana, Miguel / Ros-Izquierdo, María / Ruiz-Jiménez, María Dolores / Martín-Bautista, María José
    • Web: Leer artículo
  • Visualizing Large Knowledge Graphs: a Performance Analysis (2018)
    • DOI: 10.1016/j.future.2018.06.015
    • Future Generation Computer Systems vol. 89 (pags 224 - 238)
    • Gómez-Romero, Juan / Molina-Solana, Miguel / Oehmichen, Axel / Yike, Guo
  • The Improvisational State of Mind: a Multidisciplinary Study of An Improvisatory Approach to Classical Music Repertoire Performance (2018)
    • DOI: 10.3389/fpsyg.2018.01341
    • Frontiers in Psychology vol. 9 (pags 1341 - )
    • Dolan, David / Hensen, Henrik J. / Martinez-Mediano, Pedro / Molina-Solana, Miguel / Rajpal, Hardik / Rosas, Fernando / Sloboda, John A.
  • Foo.Castr: Visualising the Future Ai Workforce (2018)
    • DOI: 10.1186/s41044-018-0034-z
    • Big Data Analytics vol. 3
    • Amador, Julio / Molina-Solana, Miguel / Kennedy, Mark
  • Information Fusion from Multiple Databases Using Meta-Association Rules (2017)
    • DOI: http://dx.doi.org/10.1016/j.ijar.2016.09.006
    • International Journal of Approximate Reasoning vol. 80 (pags 185 - 198)
    • Ruiz-Jiménez, María Dolores / Gómez-Romero, Juan / Molina-Solana, Miguel / Ros-Izquierdo, María / Martín-Bautista, María José
    • Web: Leer artículo
  • Data Science for Building Energy Management: a Review (2017)
    • DOI: 10.1016/j.rser.2016.11.132
    • Renewable & Sustainable Energy Reviews vol. 70 (pags 598 - 609)
    • Molina-Solana, Miguel / Ros-Izquierdo, María / Ruiz-Jiménez, María Dolores / Gómez-Romero, Juan / Martín-Bautista, María José
  • Improving Data Exploration in Graphs with Fuzzy Logic and Large-Scale Visualisation (2017)
    • DOI: 10.1016/j.asoc.2016.12.044
    • Applied Soft Computing vol. 53 (pags 227 - 235)
    • Molina-Solana, Miguel / Birch, David / Guo, Yike
  • Transcribing Debussy'S Syrinx Dynamics Through Linguistic Description: the Mudeld Algorithm (2016)
    • DOI: 10.1016/j.fss.2015.08.004
    • Fuzzy Sets and Systems vol. 285 (pags 199 - 216)
    • Ros-Izquierdo, María / Molina-Solana, Miguel / Delgado-Calvo-Flores, Miguel / Fajardo-Contreras, Waldo / Vila-Miranda, María Amparo
  • Meta-Association Rules for Mining Interesting Associations in Multiple Datasets (2016)
    • DOI: http://dx.doi.org/10.1016/j.asoc.2016.08.014
    • Applied Soft Computing vol. 49 (pags 212 - 223)
    • Ruiz-Jiménez, María Dolores / Gómez-Romero, Juan / Molina-Solana, Miguel / Campaña-Gómez, Jesús Roque / Martín-Bautista, María José
    • Web: Leer artículo
  • Visualizing Dynamic Bitcoin Transaction Patterns (2016)
    • DOI: 10.1089/big.2015.0056
    • Big Data vol. 4 num. 2 (pags 109 - 119)
    • Mcginn, Dan / Birch, David / Akroyd, David / Molina-Solana, Miguel / Guo, Yike / Knottenbelt, William
  • Representation Model and Learning Algorithm for Uncertain and Imprecise Multivariate Behaviors, Based on Correlated Trends (2015)
    • DOI: 10.1016/j.asoc.2015.07.033
    • Applied Soft Computing vol. 36 (pags 589 - 598)
    • Delgado-Calvo-Flores, Miguel / Fajardo-Contreras, Waldo / Molina-Solana, Miguel
    • Web: Leer artículo
  • A Fuzzy Extension of the Semantic Building Information Model (2015)
    • DOI: 10.1016/j.autcon.2015.04.007
    • Automation in Construction vol. 57 (pags 202 - 212)
    • Gómez-Romero, Juan / Bobillo-Ortega, Fernando / Ros-Izquierdo, María / Molina-Solana, Miguel / Ruiz-Jiménez, María Dolores / Martín-Bautista, María José
    • Web: Leer artículo
  • A State of the Art on Computational Music Performance (2011)
    • DOI: 10.1016/j.eswa.2010.06.033
    • Expert Systems with Applications vol. 38 num. 1 (pags 155 - 160)
    • Delgado-Calvo-Flores, Miguel / Fajardo-Contreras, Waldo / Molina-Solana, Miguel
    • Web: Leer artículo
  • Mining Transposed Motifs in Music (2011)
    • DOI: 10.1007/s10844-010-0122-7
    • Journal of Intelligent Information Systems vol. 36 num. 1 (pags 99 - 115)
    • Jimenez-Moscoso del Prado, Aida / Molina-Solana, Miguel / Berzal-Galiano, Fernando / Fajardo-Contreras, Waldo
    • Web: Leer artículo
  • Identifying Violin Performers by Their Expressive Trends (2010)
    • Intelligent Data Analysis vol. 14 num. 5 (pags 555 - 571)
    • Molina-Solana, Miguel / Arcos-,Josep Lluis / Gómez-,Emilia
    • Web: Leer artículo
  • Inmamusys: Intelligent Multiagent Music System (2009)
    • Expert Systems with Applications vol. 36 num. 3 (pags 4574 - 4580)
    • Delgado-Calvo-Flores, Miguel / Fajardo-Contreras, Waldo / Molina-Solana, Miguel José
    • Web: Leer artículo
  • Mining Musical Patterns: Identification of Transposed Motives (2009)
    • Lecture Notes in Computer Science vol. 5722 (pags 271 - 280)
    • Berzal-Galiano, Fernando / Fajardo-Contreras, Waldo / Jimenez-Moscoso del Prado, Aida / Molina-Solana, Miguel
    • Web: Leer artículo

Chapters

  • Correlated Trends: a New Representation for Imperfect and Large Dataseries (pags 305 - 316) (2013)
    • Lecture Notes in Computer Science - Flexible Query Answering Systems - ISBN: 978-3-642-40768-0
    • Delgado-Calvo-Flores, Miguel / Fajardo-Contreras, Waldo / Molina-Solana, Miguel
  • Can the Machine Play Classical Music Like a Human? a Survey in Computational Music Performance (pags 191 - 203) (2009)
    • Music: Composition, Interpretation and Effects - ISBN: 978-1-60876-170-8
    • Delgado-Calvo-Flores, Miguel / Fajardo-Contreras, Waldo / Molina-Solana, Miguel
  • A Trend Based Model for Identifying Violinists (pags 143 - 160) (2009)
    • New Trends on Intelligent Systems and Soft Computing - ISBN: 978-84-338-4981-6
    • Molina-Solana, Miguel

Conferences

  • A Game Based E-Learning System to Teach Artificial Intelligence in the Computer Sciences Degree (Congreso)
    • De Castro-Santos, Amable / Fajardo-Contreras, Waldo / Molina-Solana, Miguel
    • International Conference E-Learning 2017, Part of the Iadis Multi Conference on Computer Science and Information Systems 2017, Mccsis 2017 - 20/07/2017 - 22/07/2017 (Lisboa)
  • A Mechanistic Study of Lncrna Fendrr Regulation of Foxf1 Lung Cancer Tumor Supressor (Congreso)
    • Navarro-Luzón, Carmen / Cano-Gutierrez, Carlos / Cuadros, Marta / Herrera-Merchán, Antonio / Molina-Solana, Miguel / Blanco-Moron, Armando
    • 4Th International Work-Conference on Bioinformatics and Biomedical Engineering - 20/04/2016 - 22/04/2016 (Granada, FACULTAD DE CIENCIAS, UNIVERSIDAD DE GRANADA, SPAIN)
  • Advances in Data Science for Building Energy Management (Congreso)
    • Gómez-Romero, Juan / Ruiz-Jiménez, María Dolores / Fernandez-Basso , Carlos / Molina-Solana, Miguel / Ros-Izquierdo, María / Martín-Bautista, María José
    • 9Th International Conference Improving Energy Efficiency in Commercial Buildings and Smart Communities - 16/03/2016 - 18/03/2016 (Franckfurt, Germany)
  • Intelligent Tutoring System, Based on Video E-Learning, for Teaching Artificial Intelligence (Congreso)
    • Bailón-Morillas, Antonio Bautista / Fajardo-Contreras, Waldo / Molina-Solana, Miguel
    • 13Th International Conference on Practical Applications of Agents and Multi-Agent Systems - 03/06/2015 - 04/06/2015 (- Salamanca, España)
  • Minería de Datos y Gestión Energética: Tendencias Actuales (Congreso)
    • Molina-Solana, Miguel / Ros-Izquierdo, María / Martín-Bautista, María José / Vila-Miranda, María Amparo
    • Congreso Español Sobretecnologías y Lógica Fuzzy - 05/02/2014 - 07/02/2014 (- Zaragoza, España)
  • Correlated Trends: a New Representation for Imperfect and Large Dataseries (Congreso)
    • Delgado-Calvo-Flores, Miguel / Fajardo-Contreras, Waldo / Molina-Solana, Miguel
    • 10Th International Conference on Flexible Query Answering Systems - 18/09/2013 - 20/09/2013 (Escuela Técnica Superior de Ingenierías Informática y de Telecomunicaciones)
  • Has Fqas Something to Say on Taking Good Care of Our Elders? (Comunicación en congreso)
    • Ros-Izquierdo, María / Molina-Solana, Miguel / Delgado-Calvo-Flores, Miguel
    • 10Th International Conference on Flexible Query Answering Systems - 18/09/2013 - 20/09/2013 (Escuela Técnica Superior de Ingenierías Informática y de Telecomunicaciones)
  • E-Learning Software for Improving Student'S Music Performance Using Comparisons (Congreso)
    • Delgado-Calvo-Flores, Miguel / Fajardo-Contreras, Waldo / Molina-Solana, Miguel
    • Multi Conference on Computer Science and Information Systems 2013. International Conference E-Learning - 23/07/2013 - 26/07/2013
  • Unifying Fuzzy Controller for Indoor Environment Quality (Congreso)
    • Molina-Solana, Miguel / Ros-Izquierdo, María / Delgado-Calvo-Flores, Miguel
    • 2013 International Fuzzy Systems Association World Congress and the 2013 Nafips Annual Meeting - 24/06/2013 - 28/06/2013 (EDMONTON, ALBERTA, CANADA)
  • Pattern Characterization in Multivariate Data Series Using Fuzzy Logic - Applications to E-Health (Congreso)
    • Fajardo-Contreras, Waldo / Molina-Solana, Miguel / Valenza-, Marie Carmen
    • 9 Th International Joint Conference on E-Business and Telecommunications. International Conference in E-Business 2012 - 24/07/2012 - 27/07/2012
  • Evidence for Pianist-Specific Rubato Style in Chopin Nocturnes (Congreso)
    • Molina-Solana, Miguel / Grachten-,Maarten / Widmer-,Gerhard
    • 11Th International Society for Music Information Conference (11) (11.2010.Utrecht, Holanda) - 01/01/2010 - 20/04/2024 (UTRECHT, HOLANDA)
  • Nature Versus Culture in Ritardando Performances (Congreso)
    • Molina-Solana, Miguel / Grachten-,Maarten
    • Conference on Interdisciplinary Musicology (Cim10) () (.2010.Sheffield, Reino Unido) - 01/01/2010 - 20/04/2024 (SHEFFIELD, REINO UNIDO)
  • Musical Composition with Multiagent Systems (Congreso)
    • Molina-Solana, Miguel / Fajardo-Contreras, Waldo
    • International Conference on Art & Technology (3) (3.2008.Bilbao, España) - 01/01/2008 - 20/04/2024 (BILBAO, ESPAÑA)
  • Using Expressive Trends for Identifying Violin Performers (Congreso)
    • Molina-Solana, Miguel / Arcos-,Josep Lluis / Gómez-,Emilia
    • Ninth International Conference on Music Information Retrieval (9) (9.2008.Philadelphia, Usa) - 01/01/2008 - 20/04/2024 (PHILADELPHIA, USA)
  • Learning Violinist'S Expressive Trends (Congreso)
    • Molina-Solana, Miguel / Arcos-,Josep Lluis / Gómez-,Emilia
    • International Workshop on Machine Learning and Music, Mml 2008 () (.2008.Helsinki, Finlandia) - 01/01/2008 - 20/04/2024 (HELSINKI, FINLANDIA)

Doctoral Theses

  • Representation of Uncertain and Imprecise Behaviors and Its Application to Music Performance (Academic Year 2012/2013)
    • Doctoral Student: Molina-Solana, Miguel
    • Doctoral Thesis Supervisors: Fajardo-Contreras, Waldo / Delgado-Calvo-Flores, Miguel
    • Universidad de Granada, Granada, España