| 2009 | IWANN | Self-estimation of Data and Approximation Reliability through Neural Networks. | Leonardo Maria Reyneri, Valentina Colla, Mirko Sgarbi, Marco Vannucci |
| 2009 | IWANN | Thresholded Neural Networks for Sensitive Industrial Classification Tasks. | Marco Vannucci, Valentina Colla, Mirko Sgarbi, Orlando Toscanelli |
| 2000 | ESANN | Training activation function in parametric classification. | Valentina Colla, Leonardo Maria Reyneri, Mirko Sgarbi |
| 2000 | IJCNN | Neuro-Wavelet Parametric Modeling. | Valentina Colla, Mirko Sgarbi, Leonardo Maria Reyneri |
| 1999 | ESANN | Neuro-wavelet parametric characterization of hardness profiles. | Valentina Colla, Leonardo Maria Reyneri, Mirko Sgarbi |
| 1999 | ESANN | Orthogonal least square algorithm applied to the initialization of multi-layer perceptrons. | Valentina Colla, Leonardo Maria Reyneri, Mirko Sgarbi |
| 1999 | IWANN | Parametric Characterization of Hardness Profiles of Steels with Nero-Wavelet Networks. | Valentina Colla, Leonardo Maria Reyneri, Mirko Sgarbi |
| 1998 | ESANN | A neural approach to a sensor fusion problem. | Valentina Colla, Mirko Sgarbi, Leonardo Maria Reyneri, Angelo M. Sabatini |
| 1998 | ESANN | A comparison between weighted radial basis functions and wavelet networks. | Mirko Sgarbi, Valentina Colla, Leonardo Maria Reyneri |
| 1997 | ESANN | Performance of weighted radial basis function classifiers. | Leonardo Maria Reyneri, Mirko Sgarbi |