7 citations · 13 across the 4 of their papers we have counts for
4 papers
A Bayesian approach for initialization of weights in backpropagation neural net with application to character recognition
Nadir Murru, Rosaria Rossini
Convergence rate of training algorithms for neural networks is heavily affected by initialization of weights. In this paper, an original algorithm for initialization of weights in…
A fuzzy approach for segmentation of touching characters
Giuseppe Airò Farulla, Nadir Murru, Rosaria Rossini
The problem of correctly segmenting touching characters is an hard task to solve and it is of major relevance in pattern recognition. In the recent years, many methods and algorith…
Artificial neural networks and fuzzy logic for recognizing alphabet characters and mathematical symbols
Giuseppe Airò Farulla, Tiziana Armano, Anna Capietto +2
Optical Character Recognition software (OCR) are important tools for obtaining accessible texts. We propose the use of artificial neural networks (ANN) in order to develop pattern…
sDTW: Computing DTW Distances using Locally Relevant Constraints based on Salient Feature Alignments
K. Selçuk Candan, Rosaria Rossini, Maria Luisa Sapino +1
Many applications generate and consume temporal data and retrieval of time series is a key processing step in many application domains. Dynamic time warping (DTW) distance between…