| 2009 |
21 | | Francesco Masulli,
Alessio Micheli,
Alessandro Sperduti:
Computational Intelligence and Bioengineering - Essays in Memory of Antonina Starita
IOS Press 2009 |
20 | | Alessio Micheli,
C. Bertinetto,
C. Duce,
R. Solaro,
M. R. Tiné:
Recursive Neural Networks for Cheminformatics: QSPR for Polymeric Compounds (Towards Biomaterials Design).
Computational Intelligence and Bioengineering 2009: 37-52 |
19 | | Luca Nicotra,
Alessio Micheli:
Modeling adaptive kernels from probabilistic phylogenetic trees.
Artificial Intelligence in Medicine 45(2-3): 125-134 (2009) |
18 | | Alessio Micheli:
Neural Network for Graphs: A Contextual Constructive Approach.
IEEE Transactions on Neural Networks 20(3): 498-511 (2009) |
| 2007 |
17 | | Alessio Micheli,
Alessandro Sperduti:
Recursive Principal Component Analysis of Graphs.
ICANN (2) 2007: 826-835 |
16 | | Barbara Hammer,
Alessio Micheli,
Alessandro Sperduti:
A general framework for unsupervised preocessing of structured data.
Probabilistic, Logical and Relational Learning - A Further Synthesis 2007 |
15 | | Luca Nicotra,
Alessio Micheli,
Antonina Starita:
Generative Kernels for Gene Function Prediction Through Probabilistic Tree Models of Evolution.
WILF 2007: 512-519 |
14 | | Barbara Hammer,
Alessio Micheli,
Alessandro Sperduti:
Adaptive Contextual Processing of Structured Data by Recursive Neural Networks: A Survey of Computational Properties.
Perspectives of Neural-Symbolic Integration 2007: 67-94 |
| 2005 |
13 | | Alessio Micheli,
Antonio S. Sestito:
A New Neural Network Model for Contextual Processing of Graphs.
WIRN/NAIS 2005: 10-17 |
12 | | Barbara Hammer,
Alessio Micheli,
Alessandro Sperduti:
Universal Approximation Capability of Cascade Correlation for Structures.
Neural Computation 17(5): 1109-1159 (2005) |
11 | | Alessio Micheli,
Filippo Portera,
Alessandro Sperduti:
A preliminary empirical comparison of recursive neural networks and tree kernel methods on regression tasks for tree structured domains.
Neurocomputing 64: 73-92 (2005) |
| 2004 |
10 | | Alessio Micheli,
Filippo Portera,
Alessandro Sperduti:
A preliminary experimental comparison of recursive neural networks and a tree kernel method for QSAR/QSPR regression tasks.
ESANN 2004: 293-298 |
9 | | Barbara Hammer,
Alessio Micheli,
Alessandro Sperduti,
Marc Strickert:
Recursive self-organizing network models.
Neural Networks 17(8-9): 1061-1085 (2004) |
8 | | Barbara Hammer,
Alessio Micheli,
Alessandro Sperduti,
Marc Strickert:
A general framework for unsupervised processing of structured data.
Neurocomputing 57: 3-35 (2004) |
| 2003 |
7 | | Alessio Micheli,
Diego Sona,
Alessandro Sperduti:
Formal Determination of Context in Contextual Recursive Cascade Correlation Networks.
ICANN 2003: 173-180 |
6 | | Alessio Micheli,
Filippo Portera,
Alessandro Sperduti:
QSAR/QSPR Studies by Kernel Machines, Recursive Neural Networks and Their Integration.
WIRN 2003: 308-315 |
| 2002 |
5 | | Barbara Hammer,
Alessio Micheli,
Alessandro Sperduti:
A general framework for unsupervised processing of structured data.
ESANN 2002: 389-394 |
| 2001 |
4 | | Alessio Micheli,
Alessandro Sperduti,
Antonina Starita,
Anna Maria Bianucci:
Analysis of the Internal Representations Developed by Neural Networks for Structures Applied to Quantitative Structure-Activity Relationship Studies of Benzodiazepines.
Journal of Chemical Information and Computer Sciences 41(2): 202-218 (2001) |
| 2000 |
3 | | Alessio Micheli,
Diego Sona,
Alessandro Sperduti:
Bi-Causal Recurrent Cascade Correlation.
IJCNN (3) 2000: 3-8 |
2 | | Ah Chung Tsoi,
Markus Hagenbuchner,
Alessio Micheli:
Building MLP Networks by Construction.
IJCNN (4) 2000: 549-556 |
1 | | Anna Maria Bianucci,
Alessio Micheli,
Alessandro Sperduti,
Antonina Starita:
Application of Cascade Correlation Networks for Structures to Chemistry.
Appl. Intell. 12(1-2): 115-145 (2000) |