Gianluca Pollastri

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19EEAlessandro Vullo, Andrea Passerini, Paolo Frasconi, Fabrizio Costa, Gianluca Pollastri: On the Convergence of Protein Structure and Dynamics. Statistical Learning Studies of Pseudo Folding Pathways. EvoBIO 2008: 200-211
18EEJianlin Cheng, Zheng Wang, Gianluca Pollastri: A neural network approach to ordinal regression. IJCNN 2008: 1279-1284
17 Gianluca Pollastri, Davide Bau, Alessandro Vullo: Distill: A Machine Learning Approach to Ab Initio Protein Structure Prediction. Analysis of Biological Data: A Soft Computing Approach 2007: 153-181
16EEAlessandro Vullo, Ian Walsh, Gianluca Pollastri: A two-stage approach for improved prediction of residue contact maps. BMC Bioinformatics 7: 180 (2006)
15EEGianluca Pollastri, Alessandro Vullo, Paolo Frasconi, Pierre Baldi: Modular DAG-RNN Architectures for Assembling Coarse Protein Structures. Journal of Computational Biology 13(3): 631-650 (2006)
14EECatherine Mooney, Alessandro Vullo, Gianluca Pollastri: Protein Structural Motif Prediction in Multidimensional ø-Psi Space Leads to Improved Secondary Structure Prediction. Journal of Computational Biology 13(8): 1489-1502 (2006)
13EEAlessandro Vullo, Oscar Bortolami, Gianluca Pollastri, Silvio C. E. Tosatto: Spritz: a server for the prediction of intrinsically disordered regions in protein sequences using kernel machines. Nucleic Acids Research 34(Web-Server-Issue): 164-168 (2006)
12EEGianluca Pollastri, Aoife McLysaght: Porter: a new, accurate server for protein secondary structure prediction. Bioinformatics 21(8): 1719-1720 (2005)
11EEAlessio Ceroni, Paolo Frasconi, Gianluca Pollastri: Learning protein secondary structure from sequential and relational data. Neural Networks 18(8): 1029-1039 (2005)
10EEYimeng Dou, Pierre-François Baisnée, Gianluca Pollastri, Yann Pécout, James Nowick, Pierre Baldi: ICBS: a database of interactions between protein chains mediated by ?-sheet formation. Bioinformatics 20(16): 2767-2777 (2004)
9EEYann Guermeur, Gianluca Pollastri, André Elisseeff, Dominique Zelus, Hélène Paugam-Moisy, Pierre Baldi: Combining protein secondary structure prediction models with ensemble methods of optimal complexity. Neurocomputing 56: 305-327 (2004)
8EEPierre Baldi, Gianluca Pollastri: The Principled Design of Large-Scale Recursive Neural Network Architectures--DAG-RNNs and the Protein Structure Prediction Problem. Journal of Machine Learning Research 4: 575-602 (2003)
7 Gianluca Pollastri, Pierre Baldi: Prediction of contact maps by GIOHMMs and recurrent neural networks using lateral propagation from all four cardinal corners. ISMB 2002: 62-70
6EEGianluca Pollastri, Pierre Baldi, Alessandro Vullo, Paolo Frasconi: Prediction of Protein Topologies Using Generalized IOHMMS and RNNs. NIPS 2002: 1449-1456
5EEPierre Baldi, Gianluca Pollastri: A Machine-Learning Strategy for Protein Analysis. IEEE Intelligent Systems 17(2): 28-35 (2002)
4 Gianluca Pollastri, Pierre Baldi, Piero Fariselli, Rita Casadio: Improved prediction of the number of residue contacts in proteins by recurrent neural networks. ISMB (Supplement of Bioinformatics) 2001: 234-242
3EEPierre Baldi, Søren Brunak, Paolo Frasconi, Gianluca Pollastri, Giovanni Soda: Bidirectional Dynamics for Protein Secondary Structure Prediction. Sequence Learning 2001: 80-104
2 Pierre Baldi, Gianluca Pollastri, Claus A. F. Andersen, Søren Brunak: Matching Protein b-Sheet Partners by Feedforward and Recurrent Neural Networks. ISMB 2000: 25-36
1 Pierre Baldi, Søren Brunak, Paolo Frasconi, Giovanni Soda, Gianluca Pollastri: Exploiting the past and the future in protein secondary structure prediction. Bioinformatics 15(11): 937-946 (1999)

Coauthor Index

1Claus A. F. Andersen [2]
2Pierre-François Baisnée [10]
3Pierre Baldi [1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [15]
4Davide Bau [17]
5Oscar Bortolami [13]
6Søren Brunak [1] [2] [3]
7Rita Casadio [4]
8Alessio Ceroni [11]
9Jianlin Cheng [18]
10Fabrizio Costa [19]
11Yimeng Dou [10]
12André Elisseeff [9]
13Piero Fariselli [4]
14Paolo Frasconi [1] [3] [6] [11] [15] [19]
15Yann Guermeur [9]
16Aoife McLysaght [12]
17Catherine Mooney [14]
18James Nowick [10]
19Andrea Passerini [19]
20Hélène Paugam-Moisy [9]
21Yann Pécout [10]
22Giovanni Soda [1] [3]
23Silvio C. E. Tosatto [13]
24Alessandro Vullo [6] [13] [14] [15] [16] [17] [19]
25Ian Walsh [16]
26Zheng Wang [18]
27Dominique Zelus [9]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)