Diaria: un modelo de multirazonamiento. - Juan Pedro Valente (1994)

MUDS: A Data-Driven Multireasoning Model. - Juan Pedro Caraça-Valente; Daniel Borrajo (SCAI, 1995)

Intelligent Interpretation of Strength Data. - Fernando Alonso; José M. Barreiro; Juan Pedro Caraça-Valente; César Montes (IEA/AIE (Vol. 2), 1998)

Impoving Inductive Learning in Real-World Domains through the Identification of Dependencies: the TIM Framework. - Juan Pedro Caraça-Valente; César Montes (IEA/AIE (Vol. 2), 1998)

Knowledge-based systems' validation: when to stop running test cases. - Juan Pedro Caraça-Valente; José L. Morant; Luis González; Juan Pazos (Int. J. Hum. Comput. Stud., 1999)

Discovering similar patterns in time series. - Juan Pedro Caraça-Valente; Ignacio Lopez-Chavarrias (KDD, 2000)

Functions, Rules and Models: Three Complementary Techniques for Analyzing Strength Data. - Juan Pedro Caraça-Valente; Ignacio Lopez-Chavarrias; César Montes (SAC (1), 2000)

Discovering Similar Patterns for Characterising Time Series in a Medical Domain. - Fernando Alonso; Juan Pedro Caraça-Valente; Loïc Martínez; César Montes (ICDM, 2001)

Analysis of Strength Data Based on Expert Knowledge. - Fernando Alonso; África López-Illescas; Loïc Martínez; César Montes; Juan Pedro Caraça-Valente (ISMDA, 2001)

Knowledge Discovery Using Medical Data Mining. - Fernando Alonso; África López-Illescas; Loïc Martínez; César Montes; Juan Pedro Caraça-Valente (ISMDA, 2002)

Combining expert knowledge and data mining in a medical diagnosis domain. - Fernando Alonso; Juan Pedro Caraça-Valente; Ángel Lucas González; César Montes (Expert Syst. Appl., 2002)

Discovering Similar Patterns for Characterizing Time Series in a Medical Domain. - Fernando Alonso; Juan Pedro Caraça-Valente; Loïc Martínez; César Montes (Knowl. Inf. Syst., 2003)

Semantic Reference Model in Medical Time Series. - Fernando Alonso; Loïc Martínez; César Montes; Aurora Pérez-Pérez; Agustín Santamaría; Juan Pedro Valente (ISBMDA, 2004)

Towards Symbolic Data Mining in Numerical Time Series. - Agustín Santamaría; África López-Illescas; Aurora Pérez-Pérez; Juan Pedro Caraça-Valente (SGAI Conf., 2004)

Symbol Extraction Method and Symbolic Distance for Analysing Medical Time Series. - Fernando Alonso; Loïc Martínez; Aurora Pérez-Pérez; Agustín Santamaría; Juan Pedro Valente (ISBMDA, 2006)

Comparing Posturographic Time Series through Events Detection. - Juan Alfonso Lara; Guillermo Moreno; Aurora Pérez-Pérez; Juan Pedro Valente; África López-Illescas (CBMS, 2008)

Modelling Medical Time Series Using Grammar-Guided Genetic Programming. - Fernando Alonso; Loïc Martínez; Aurora Pérez-Pérez; Agustín Santamaría; Juan Pedro Valente (ICDM, 2008)

Comparing Time Series through Event Clustering. - Juan Alfonso Lara; Aurora Pérez-Pérez; Juan Pedro Valente; África López-Illescas (IWPACBB, 2008)

Modelling Stabilometric Time Series. - Juan Alfonso Lara; Aurora Pérez-Pérez; Juan Pedro Valente; África López-Illescas (HEALTHINF, 2010)

Generating time series reference models based on event analysis. - Juan Alfonso Lara; Aurora Pérez-Pérez; Juan Pedro Valente; África López-Illescas (ECAI, 2010)

GGGP-based method for modeling time series: operator selection, parameter optimization and expert evaluation. - Fernando Alonso; Loïc Martínez; Agustín Santamaría; Aurora Pérez-Pérez; Juan Pedro Valente (GECCO, 2010)

Classification of Stabilometric Time-Series Using an Adaptive Fuzzy Inference Neural Network System. - Juan Alfonso Lara; Pari Jahankhani; Aurora Pérez-Pérez; Juan Pedro Valente; Vassilis Kodogiannis (ICAISC (1), 2010)

Two Different Approaches of Feature Extraction for Classifying the EEG Signals. - Pari Jahankhani; Juan Alfonso Lara; Aurora Pérez-Pérez; Juan Pedro Valente (EANN, 2011)

Cooperation between expert knowledge and data mining discovered knowledge: Lessons learned. - Fernando Alonso; Loïc Martínez; Aurora Pérez-Pérez; Juan Pedro Valente (Expert Syst. Appl., 2012)

A general framework for time series data mining based on event analysis: Application to the medical domains of electroencephalography and stabilometry. - Juan Alfonso Lara; David Lizcano; Aurora Pérez-Pérez; Juan Pedro Valente (J. Biomed. Informatics, 2014)

Classification of auditory brainstem responses through symbolic pattern discovery. - Marco E. Molina; Aurora Pérez-Pérez; Juan Pedro Valente (Artif. Intell. Medicine, 2016)

ECG Feature Extraction and Ventricular Fibrillation (VF) Prediction using Data Mining Techniques. - Allan Calderon; Aurora Pérez-Pérez; Juan Pedro Valente (CBMS, 2019)

An Extended Technology Acceptance Model in the Context of Mobile Learning for Primary School Students. - Sadjad Eskandari; Juan Pedro Valente (IMCL, 2021)

Drug repositioning with gender perspective focused on Adverse Drug Reactions. - Belén Otero-Carrasco; Aurora Pérez-Pérez; Ernestina Menasalvas Ruiz; Juan Pedro Caraça-Valente Hernández; Lucía Prieto Santamaría; Alejandro Rodríguez González (CBMS, 2022)

A Computational Drug Repositioning Method for Rare Diseases. - Belén Otero-Carrasco; Lucía Prieto Santamaría; Esther Ugarte Carro; Juan Pedro Caraça-Valente Hernández; Alejandro Rodríguez González (IWINAC (1), 2022)

Orphan Drugs and Rare Diseases: Unveiling Biological Patterns through Drug Repurposing. - Belén Otero-Carrasco; Santiago Romero-Brufau; Andrea Álvarez Pérez; Adrián Ayuso Muñoz; Lucía Prieto Santamaría; Juan Pedro Caraça-Valente Hernández; Alejandro Rodríguez González (CBMS, 2023)