Paolo Frasconi

Learning long-term dependencies with gradient descent is difficult

Yoshua Bengio, P. Simard, Paolo Frasconi · IEEE Transactions on Neural Networks · 1994 · 8.3K citations

Structured Prediction, Gradient Descent, Engineering +11

Short-Term Traffic Flow Forecasting: An Experimental Comparison of Time-Series Analysis and Supervised Learning

Marco Lippi, Matteo Bertini, Paolo Frasconi · IEEE Transactions on Intelligent Transportation Systems · 2013 · 734 citations · Full text

Forecasting Methodology, New Prediction, Traffic Theory +20

Exploiting the past and the future in protein secondary structure prediction

Pierre Baldi, Søren Brunak, Paolo Frasconi et al. · Bioinformatics · 1999 · 494 citations · Full text

A general framework for adaptive processing of data structures

Paolo Frasconi, Marco Gori, Alessandro Sperduti · IEEE Transactions on Neural Networks · 1998 · 475 citations

DISULFIND: a disulfide bonding state and cysteine connectivity prediction server

Alessio Ceroni, Andrea Passerini, Alessandro Vullo et al. · Nucleic Acids Research · 2006 · 326 citations · Full text