| 2015 | PACBB | Compound Identification in Comprehensive Gas Chromatography - Mass Spectrometry-Based Metabolomics by Blind Source Separation. | Xavier Domingo-Almenara, Alexandre Perera, Noelia Ramrez, Jess Brezmes |
| 2010 | IJCNN | Fault detection, identification, and reconstruction of faulty chemical gas sensors under drift conditions, using Principal Component Analysis and Multiscale-PCA. | Marta Padilla, Alexandre Perera, Ivan Montoliu, A. Chaudry, Krishna C. Persaud, Santiago Marco |
| 2008 | BIBE | Floating Feature Selection for multiloci association of quantitative traits in sib-pairs analysis. | Helena Brunel, Alexandre Perera, Alfonso Buil, Maria Sabater Lleal, Juan Carlos Souto, J. Fontcuberta, Montserrat Vallverd, Jos Manuel Soria, Pere Caminal |
| 2008 | BIBE | Use of Gene Ontology semantic information in protein interaction data visualization. | Raimon Massanet, Pere Caminal, Alexandre Perera |
| 2008 | BIBE | Detection of transcription factor binding sites using Rnyi entropy. | Joan Maynou, Montserrat Vallverd, Francesc Claria, Alexandre Perera, Pere Caminal |
| 2002 | ICPR | Machine Olfaction: Pattern Recognition for the Identification of Aromas. | Alexandre Perera, A. Gomez-Baena, Teodor Sundic, T. Pardo, Santiago Marco |