Publications

Sections:
  1. International Journals
  2. International Conferences
  3. National Conferences
  4. International Workshops
  5. Book Chapters
  6. PH.D. Thesis
  7. Most cited
  8. Automatic publication list
International Journals:
A. Ceroni, F. Costa, P. Frasconi
''Classification of Small Molecules by Two- and Three-Dimensional Decomposition Kernels'',
Bioinformatics, 23 (16):2038-2045, 2007
[DOI]

F. Costa, P. Frasconi, V. Lombardo, P. Sturt, and G.Soda
''Ambiguity resolution analysis in incremental parsing of natural language'',
IEEE Transactions on Neural Networks, 16 (4):959-971, July 2005
[DOI]

S. Menchetti, F. Costa, P. Frasconi and M. Pontil,
''Wide coverage natural language processing using kernel methods and neural networks for structured data'',
Pattern Recognition Letters, 26 (12):1896-1906, September 2005
[OpenURL]

F. Costa, P. Frasconi, V. Lombardo, and G. Soda,
''Towards Incremental Parsing of Natural Language using Recursive Neural Networks'',
Applied Intelligence, 19 (1-2):9-25, July - October, 2003
[DOI]

P. Sturt, F. Costa, V. Lombardo, P. Frasconi,
''Learning first-pass structural attachment preferences with dynamic grammars and recursive neural networks'',
Cognition, 88 (2):133-169, 2003
[DOI]

International Conferences:
A. Vullo, A. Passerini, P. Frasconi, F. Costa, G. Pollastri,
''On the Convergence of Protein Structure and Dynamics.Statistical Learning Studies of Pseudo Folding Pathways.'',
Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 6th European Conference, EvoBIO 2008, Naples, Italy, March 26-28, 2008
S. Menchetti, F. Costa, P. Frasconi,
''Weighted Decomposition Kernels'',
22nd International Conference on Machine Learning (ICML), 2005
[DOI]

K. Cerbioni, E. Palanca, A. Starita, F. Costa, P. Frasconi,
''A Grid Focused Community Crawling Architecture for Medical Information Retrieval Services'',
2nd International Conference on Computational Intelligence in Medicine and Healthcare, BIOPATTERN Conference, 2005
S. Menchetti, F. Costa, P. Frasconi,
''Weighted Decomposition Kernels for Protein Subcellular Localization'',
Annual Meeting of the Bioinformatics Italian Society (BITS), 2005
F. Costa, P. Frasconi,
''Distributed Community Crawling'',
13th World Wide Web Conference in New York City (WWW), 2004
[DOI]

F. Costa, P. Frasconi, V. Lombardo, P. Surt, G. Soda,
''Enhancing first-pass attachment prediction'',
15th European Conference on Artificial Intelligence (ECAI), 2002
F. Costa, P. Frasconi, P. Sturt, V. Lombardo,
''Exploring the effect of experience on a recursive neural network model of structural preferences'',
15th Annual Conference on Human Sentence Processing (CUNY), 2002
P. Sturt, V. Lombardo , F. Costa , P. Frasconi,
''A wide-coverage model of first-pass structural preferences in human parsing'',
14th Annual Conference on Human Sentence Processing (CUNY), 2001
F. Costa, P. Sturt, V. Lombardo, and P. Frasconi,
''The effect of experience on a hybrid model of human first-pass attachment preferences'',
Annual Conference on Architectures and Mechanisms for Language Processing (AMLAP), 2001
P. Sturt, V. Lombardo, F. Costa and P. Frasconi,
''An Experience-Based Model of Incremental Parsing using Dynamic Grammars and Recursive Neural Networks'',
Annual Conference on Architectures and Mechanisms for Language Processing (AMLAP), 2000
F. Costa, P. Frasconi, V. Lombardo and G. Soda,
''Learning Incremental Syntactic Structures with Recursive Neural Networks'',
Conference on Knowledge-Based Engineering Systems (KES), vol. 2, pp. 458-461, IEEE Press, 2000
F. Costa, P. Frasconi, and G. Soda,
''A Topological Transformation for Hidden Recursive Models'',
European Symposium on Artificial Neural Networks (ESANN), 1999
National Conferences:
F. Costa, V. Lombardo, P. Frasconi and G. Soda,
''Wide coverage incremental parsing by learning attachment preferences'',
Conference of the Italian Association for Artificial Intelligence (AIIA), 2001
F. Costa, P. Frasconi, V. Lombardo, G. Soda,
''Learning to ranking structured alternatives: an application to incremental processing of Natural Language'',
Conference of the Italian Association for Artificial Intelligence (AIIA), 2000.
F. Costa, P. Frasconi and G. Soda,
''Recursive Connectionist Networks for Trees with Large Outdegree'',
Conference of the Italian Association for Artificial Intelligence (AIIA), 1999
International Workshops:
F. Costa, A. Passerini, P. Frasconi
''Learning Structured Outputs via Kernel Dependency Estimation and Stochastic Grammars'',
Mining and Learning with Graphs (MLG) held at European Conference on Machine Learning (ECML), September 2006
F. Costa, S. Menchetti, A. Ceroni, A. Passerini, P. Frasconi
''Decomposition Kernels for Natural Language Processing'',
Workshop on Learning Structured Information in Natural Language Applications at the 11th Conference of the European Chapter of the Association for Computational Linguistics (EACL), April 2006
F. Costa, A. Ceroni, P. Frasconi
''Prediction of Molecules Activity using Graphical and Geometrical Kernels'',
Joint APrIL/IQ Workshop, Titisee, Germany, March 2006
S. Menchetti, F. Costa, P. Frasconi and M. Pontil,
''Comparing Convolution Kernels and Recursive Neural Networks for Learning Preferences on Structured Data",
International Workshop on Artificial Neural Networks in Pattern Recognition (IAPR), 2003
F. Costa, P.Frasconi, V. Lombardo and G. Soda,
''Learning to Rank Structured Alternatives: An Application to Incremental Processing of Natural Language'',
Workshop on Attribute-Value and Relational Learning: Crossing the Boundaries (ICML), 2000
Book Chapters:
Perspectives of Neural-Symbolic Integration
Series: Studies in Computational Intelligence , Vol. 77
Hammer, Barbara; Hitzler, Pascal (Eds.) 2007
ISBN: 978-3-540-73953-1
F. Costa, S. Menchetti, P. Frasconi,
''Comparing Sequence Classification Algorithms for Protein Subcellular Localization''
PhD Thesis:
F. Costa,
''A connectionist approach to first-pass attachment prediction in natural language parsing",
PhD in Computer Science, University of Florence, Italy, 2001
Most cited publications:
According to Google Scholar
According to CiteSeer
Automatic publication list:
According to Digital Bibliography and Library Project (DBLP) of University of Trier
According to CiteSeer
According to The Collection of Computer Science Bibliographies (CSB)