| 2024 | DIS | Improving the Performance of Already Trained Classifiers Through an Automatic Explanation-Based Learning Approach. | Andrea Apicella, Salvatore Giugliano, Francesco Isgr, Roberto Prevete |
| 2023 | ICIAP | Dynamic Local Filters in Graph Convolutional Neural Networks. | Andrea Apicella, Francesco Isgr, Andrea Pollastro, Roberto Prevete |
| 2020 | ICPR | A General Approach to Compute the Relevance of Middle-Level Input Features. | Andrea Apicella, Salvatore Giugliano, Francesco Isgr, Roberto Prevete |
| 2019 | CaiSE | Sparse Dictionaries for the Explanation of Classification Systems. | Andrea Apicella, Francesco Isgr, Roberto Prevete, Guglielmo Tamburrini, Alessio Vietri |
| 2019 | ESANN | Explaining classification systems using sparse dictionaries. | Andrea Apicella, Francesco Isgr, Roberto Prevete, Andrea Sorrentino, Guglielmo Tamburrini |
| 2019 | ICIAP | Contrastive Explanations to Classification Systems Using Sparse Dictionaries. | Andrea Apicella, Francesco Isgr, Roberto Prevete, Guglielmo Tamburrini |
| 2013 | CBMS | A system for the automatic measurement of the nuchal translucency thickness from ultrasound video stream of the foetus. | Anna Anzalone, Giovanni Fusco, Francesco Isgr, Emanuela Orlandi, Roberto Prevete, Giuseppa Sciortino, Domenico Tegolo, Cesare Valenti |
| 2010 | IJCCI | An Action-tuned Neural Network Architecture for Hand Pose Estimation. | Giovanni Tessitore, Francesco Donnarumma, Roberto Prevete |
| 2009 | ICIAP | A Semi-automated Method for the Measurement of the Fetal Nuchal Translucency in Ultrasound Images. | Ezio Catanzariti, Giovanni Fusco, Francesco Isgr, Salvatore Masecchia, Roberto Prevete, Matteo Santoro |
| 2008 | ECAI | CTRNN Parameter Learning using Differential Evolution. | Ivanoe De Falco, Antonio Della Cioppa, Francesco Donnarumma, Domenico Maisto, Roberto Prevete, Ernesto Tarantino |
| 2003 | ICIAP | Computer aided detection of clustered microcalcifications in digitized mammograms using Gabor functions. | Ezio Catanzariti, Monica Ciminello, Roberto Prevete |
| 2002 | ACL | Is It the Right Answer? Exploiting Web Redundancy for Answer Validation. | Bernardo Magnini, Matteo Negri, Roberto Prevete, Hristo Tanev |
| 2002 | LREC | Towards Automatic Evaluation of Question/Answering Systems. | Bernardo Magnini, Matteo Negri, Roberto Prevete, Hristo Tanev |
| 2000 | IJCNN | An Adaptable Boolean Neural Network Performing Specific Sequence Learning. | Francesco E. Lauria, Roberto Prevete, Marta Milo |
| 1999 | IWANN | A Boolean Neural Network Controlling Task Sequences in a Noisy Environment. | Francesco E. Lauria, Marta Milo, Roberto Prevete, S. Visco |
| 1998 | ICONIP | A Boolean Neural Network as a Rule Based System Learning New Rules by Examples. | Francesco E. Lauria, Roberto Prevete, Marta Milo, S. Visco |
| 1997 | ICONIP | On the Finite State Machine Associated to an Adaptable Boolean Neural Net. | Francesco E. Lauria, Roberto Prevete, Marta Milo, S. Visco |