Discovering similar patterns in time series JP Caraça-Valente, I Lopez-Chavarrias Proceedings of the sixth ACM SIGKDD international conference on Knowledge …, 2000 | 88 | 2000 |
Combining expert knowledge and data mining in a medical diagnosis domain F Alonso, JP Caraça-Valente, AL González, C Montes Expert Systems with Applications 23 (4), 367-375, 2002 | 72 | 2002 |
Cooperation between expert knowledge and data mining discovered knowledge: Lessons learned F Alonso, L Martínez, A Pérez, JP Valente Expert Systems with Applications 39 (8), 7524-7535, 2012 | 51 | 2012 |
Clinical information systems and artificial intelligence: recent research trends C Combi, G Pozzi Yearbook of medical informatics 28 (01), 083-094, 2019 | 40 | 2019 |
Classification of auditory brainstem responses through symbolic pattern discovery ME Molina, A Perez, JP Valente Artificial intelligence in medicine 70, 12-30, 2016 | 24 | 2016 |
Discovering similar patterns for characterizing time series in a medical domain F Alonso, JP Caraca-Valente, L Martínez, C Montes Knowledge and information systems 5, 183-200, 2003 | 22 | 2003 |
A general framework for time series data mining based on event analysis: Application to the medical domains of electroencephalography and stabilometry JA Lara, D Lizcano, A Pérez, JP Valente Journal of biomedical informatics 51, 219-241, 2014 | 18 | 2014 |
Comparing posturographic time series through events detection JA Lara, G Moreno, A Pérez, JP Valente, Á López-Illescas 2008 21st IEEE International Symposium on Computer-Based Medical Systems …, 2008 | 18 | 2008 |
Knowledge-based systems' validation: when to stop running test cases JP Caraça-Valente, JL Morant, L González, J Pazos International Journal of Human-Computer Studies 51 (4), 757-781, 1999 | 17 | 1999 |
Generating reference models for structurally complex data F Alonso, JA Lara, L Martinez, A Pérez, JP Valente Methods of Information in Medicine 52 (05), 441-453, 2013 | 11 | 2013 |
ECG feature extraction and ventricular fibrillation (VF) prediction using data mining techniques A Calderon, A Pérez, J Valente 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems …, 2019 | 8 | 2019 |
Discovering patterns and reference models in the medical domain of isokinetics F Alonso, JP Valente, L Martínez, C Montes New Generations of Data Mining Applications, IEEE Press/Wiley, 2005 | 8 | 2005 |
Generating time series reference models based on event analysis JA Lara, A Perez, JP Valente, A Lopez-Illescas ECAI 2010, 1115-1116, 2010 | 7 | 2010 |
A language for defining events in multi-dimensional time series: application to a medical domain JA Lara, A López-Illescas, A Pérez, JP Valente Proceedings of the 1st International Workshop on Mining of Non-Conventional …, 2009 | 7 | 2009 |
Classification of stabilometric time-series using an adaptive fuzzy inference neural network system JA Lara, P Jahankhani, A Pérez, JP Valente, V Kodogiannis Artificial Intelligence and Soft Computing: 10th International Conference …, 2010 | 6 | 2010 |
Integrating expert knowledge and data mining for medical diagnosis F Alonso, L Martínez, A Pérez, A Santamaría, JP Caraça-Valente Expert Syst Res Trends 3, 113-137, 2007 | 6 | 2007 |
Modelling Stabilometric Time Series. JA Lara, A Pérez-Pérez, JP Valente, Á López-Illescas HEALTHINF, 485-488, 2010 | 5 | 2010 |
Comparing time series through event clustering JA Lara, A Pérez, JP Valente, Á López-Illescas 2nd International Workshop on Practical Applications of Computational …, 2009 | 5 | 2009 |
Knowledge discovery using medical data mining F Alonso, Á López-Illescas, L Martínez, C Montes, JP Valente Medical Data Analysis: Third International Symposium, ISMDA 2002 Rome, Italy …, 2002 | 5 | 2002 |
Knowledge discovery in time series using expert knowledge F Alonso, JP Caraça-Valente, I López-Chavarrías, C Montes STUDIES IN FUZZINESS AND SOFT COMPUTING 60, 455-494, 2001 | 5 | 2001 |