Paolo Frasconi

Cited by

	All	Since 2019
Citations	27285	14210
h-index	50	27
i10-index	116	57

2800

1400

700

2100

1993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202470 122 123 229 200 218 223 268 298 285 372 369 478 455 527 511 473 432 441 493 519 513 642 1025 1368 1988 2285 2678 2728 2457 2347 1714

Public access

View all

17 articles

2 articles

available

not available

Based on funding mandates

Co-authors

Marco GoriProfessor of Computer Science, University of SienaVerified email at dii.unisi.it
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Massimiliano PontilIstituto Italiano di Tecnologia & University College LondonVerified email at iit.it
Marco LippiUniversity of FlorenceVerified email at unifi.it
Pierre BaldiProfessor, University of California, IrvineVerified email at ics.uci.edu
Alessio CeroniSoftware Engineer at Genedata GmbHVerified email at genedata.com
Gianluca PollastriAssociate Professor, University College DublinVerified email at ucd.ie
Juergen SchmidhuberKing Abdullah University of Science and Technology / The Swiss AI Lab, IDSIA / University of LuganoVerified email at kaust.edu.sa
Padhraic SmythDistinguished Professor, Computer Science, University of California IrvineVerified email at ics.uci.edu
Søren BrunakProfessor of Disease Systems Biology, University of CopenhagenVerified email at cpr.ku.dk
Niels LandwehrProfessor, University of HildesheimVerified email at uni-hildesheim.de
Burkhard RostProfessor of Computer ScienceVerified email at tum.de
Fabio RoliProfessor, University of Genova and Cagliari, ItalyVerified email at unige.it
Kristian KerstingProfessor of AI & ML, TU Darmstadt, Co-Director hessian.ai, DFKI, Germany, CLAIRE & ELLISVerified email at cs.tu-darmstadt.de
Stephen MuggletonImperial College LondonVerified email at imperial.ac.uk
Antonio RosatoAssociate Professor of Chemistry, University of FlorenceVerified email at unifi.it

Paolo Frasconi

Professor of Computer Science, Università di Firenze

Verified email at dsi.unifi.it - Homepage

Machine Learning Neural Networks Relational Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Learning long-term dependencies with gradient descent is difficult Y Bengio, P Simard, P Frasconi IEEE transactions on neural networks 5 (2), 157-166, 1994	12822	1994
Gradient flow in recurrent nets: the difficulty of learning long-term dependencies S Hochreiter, Y Bengio, P Frasconi, J Schmidhuber A field guide to dynamical recurrent neural networks. IEEE Press, 2001	2722	2001
Bilevel programming for hyperparameter optimization and meta-learning L Franceschi, P Frasconi, S Salzo, R Grazzi, M Pontil International conference on machine learning, 1568-1577, 2018	819	2018
Short-term traffic flow forecasting: An experimental comparison of time-series analysis and supervised learning M Lippi, M Bertini, P Frasconi IEEE Transactions on Intelligent Transportation Systems 14 (2), 871-882, 2013	803	2013
Exploiting the past and the future in protein secondary structure prediction P Baldi, S Brunak, P Frasconi, G Soda, G Pollastri Bioinformatics 15 (11), 937-946, 1999	693	1999
A general framework for adaptive processing of data structures P Frasconi, M Gori, A Sperduti IEEE transactions on Neural Networks 9 (5), 768-786, 1998	652	1998
An input output HMM architecture Y Bengio, P Frasconi Advances in neural information processing systems 7, 1994	526	1994
Modeling the Internet and the Web P Baldi, P Frasconi, P Smyth Wiley, 2003	506	2003
Forward and reverse gradient-based hyperparameter optimization L Franceschi, M Donini, P Frasconi, M Pontil International Conference on Machine Learning, 1165-1173, 2017	480	2017
Input-output HMMs for sequence processing Y Bengio, P Frasconi IEEE Transactions on Neural Networks 7 (5), 1231-1249, 1996	449	1996
DISULFIND: a disulfide bonding state and cysteine connectivity prediction server A Ceroni, A Passerini, A Vullo, P Frasconi Nucleic acids research 34 (suppl_2), W177-W181, 2006	420	2006
The problem of learning long-term dependencies in recurrent networks Y Bengio, P Frasconi, P Simard IEEE international conference on neural networks, 1183-1188, 1993	405	1993
Learning without local minima in radial basis function networks M Bianchini, P Frasconi, M Gori IEEE transactions on neural networks 6 (3), 749-756, 1995	395	1995
Local feedback multilayered networks P Frasconi, M Gori, G Soda Neural computation 4 (1), 120-130, 1992	283	1992
New results on error correcting output codes of kernel machines A Passerini, M Pontil, P Frasconi IEEE transactions on neural networks 15 (1), 45-54, 2004	201	2004
Disulfide connectivity prediction using recursive neural networks and evolutionary information A Vullo, P Frasconi Bioinformatics 20 (5), 653-659, 2004	199	2004
Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machines Y Yao, GL Marcialis, M Pontil, P Frasconi, F Roli Pattern Recognition 36 (2), 397-406, 2003	166	2003
Hidden tree Markov models for document image classification M Diligenti, P Frasconi, M Gori IEEE Transactions on pattern analysis and machine intelligence 25 (4), 519-523, 2003	161	2003
Representation of finite state automata in recurrent radial basis function networks P Frasconi, M Gori, M Maggini, G Soda Machine Learning 23, 5-32, 1996	147	1996
kFOIL: Learning simple relational kernels N Landwehr, A Passerini, L De Raedt, P Frasconi Aaai 6, 389-394, 2006	141	2006

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors