2008 |
17 | EE | Alessandro 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 |
2007 |
16 | | 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 |
2006 |
15 | EE | Alessandro Vullo,
Ian Walsh,
Gianluca Pollastri:
A two-stage approach for improved prediction of residue contact maps.
BMC Bioinformatics 7: 180 (2006) |
14 | EE | Gianluca 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) |
13 | EE | Catherine 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) |
12 | EE | Alessandro 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) |
11 | EE | Alessio Ceroni,
Andrea Passerini,
Alessandro Vullo,
Paolo Frasconi:
DISULFIND: a disulfide bonding state and cysteine connectivity prediction server.
Nucleic Acids Research 34(Web-Server-Issue): 177-181 (2006) |
2004 |
10 | EE | Pierre Baldi,
Jianlin Cheng,
Alessandro Vullo:
Large-Scale Prediction of Disulphide Bond Connectivity.
NIPS 2004 |
9 | EE | Alessandro Vullo,
Paolo Frasconi:
Disulfide connectivity prediction using recursive neural networks and evolutionary information.
Bioinformatics 20(5): 653-659 (2004) |
2003 |
8 | EE | Alessio Ceroni,
Paolo Frasconi,
Andrea Passerini,
Alessandro Vullo:
A Combination of Support Vector Machines and Bidirectional Recurrent Neural Networks for Protein Secondary Structure Prediction.
AI*IA 2003: 142-153 |
7 | | Alessandro Vullo,
Paolo Frasconi:
A Recursive Connectionist Approach for Predicting Disulfide Connectivity in Proteins.
SAC 2003: 67-71 |
6 | EE | Alessandro Vullo,
Paolo Frasconi:
Prediction of Protein Coarse Contact Maps.
J. Bioinformatics and Computational Biology 1(2): 411-431 (2003) |
5 | EE | Alessio Ceroni,
Paolo Frasconi,
Andrea Passerini,
Alessandro Vullo:
Predicting the Disulfide Bonding State of Cysteines with Combinations of Kernel Machines.
VLSI Signal Processing 35(3): 287-295 (2003) |
2002 |
4 | EE | Alessandro Vullo,
Paolo Frasconi:
A Bi-Recursive Neural Network Architecture for the Prediction of Protein Coarse Contact Maps.
CSB 2002: 187-196 |
3 | EE | Gianluca Pollastri,
Pierre Baldi,
Alessandro Vullo,
Paolo Frasconi:
Prediction of Protein Topologies Using Generalized IOHMMS and RNNs.
NIPS 2002: 1449-1456 |
2 | | Paolo Frasconi,
Giovanni Soda,
Alessandro Vullo:
Hidden Markov Models for Text Categorization in Multi-Page Documents.
J. Intell. Inf. Syst. 18(2-3): 195-217 (2002) |
2001 |
1 | EE | Paolo Frasconi,
Giovanni Soda,
Alessandro Vullo:
Text categorization for multi-page documents: a hybrid naive Bayes HMM approach.
JCDL 2001: 11-20 |