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Alessio Micheli
2010 – today
- 2013
[j15]- [j14]Alessio Micheli, Frank-Michael Schleif, Peter Tino: Novel approaches in machine learning and computational intelligence. Neurocomputing 112: 1-3 (2013)
- [j13]Davide Bacciu, Alessio Micheli, Alessandro Sperduti: An input-output hidden Markov model for tree transductions. Neurocomputing 112: 34-46 (2013)
- [j12]Davide Bacciu, Alessio Micheli, Alessandro Sperduti: Compositional Generative Mapping for Tree-Structured Data - Part II: Topographic Projection Model. IEEE Trans. Neural Netw. Learning Syst. 24(2): 231-247 (2013)
- 2012
- [j11]Davide Bacciu, Alessio Micheli, Alessandro Sperduti: Compositional Generative Mapping for Tree-Structured Data - Part I: Bottom-Up Probabilistic Modeling of Trees. IEEE Trans. Neural Netw. Learning Syst. 23(12): 1987-2002 (2012)
- [c22]Davide Bacciu, Alessio Micheli, Alessandro Sperduti: A Generative Multiset Kernel for Structured Data. ICANN (1) 2012: 57-64
- [c21]Giuseppe Amato, Mathias Broxvall, Stefano Chessa, Mauro Dragone, Claudio Gennaro, Rafa López, Liam P. Maguire, T. Martin McGinnity, Alessio Micheli, Arantxa Rentería, Gregory M. P. O'Hare, Federico Pecora: Robotic UBIquitous COgnitive Network. ISAmI 2012: 191-195
- 2011
- [j10]Claudio Gallicchio, Alessio Micheli: Architectural and Markovian factors of echo state networks. Neural Networks 24(5): 440-456 (2011)
- [c20]Claudio Gallicchio, Alessio Micheli: Exploiting vertices states in GraphESN by weighted nearest neighbor. ESANN 2011
- [c19]Davide Bacciu, Alessio Micheli, Alessandro Sperduti: Adaptive tree kernel by multinomial generative topographic mapping. IJCNN 2011: 1651-1658
- [c18]Claudio Gallicchio, Alessio Micheli, Paolo Barsocchi, Stefano Chessa: User Movements Forecasting by Reservoir Computing Using Signal Streams Produced by Mote-Class Sensors. MOBILIGHT 2011: 151-168
- [c17]Claudio Gallicchio, Alessio Micheli: Supervised State Mapping of Clustered GraphESN States. WIRN 2011: 28-35
- 2010
- [c16]Claudio Gallicchio, Alessio Micheli: A Markovian characterization of redundancy in echo state networks by PCA. ESANN 2010
- [c15]
- [c14]Davide Bacciu, Alessio Micheli, Alessandro Sperduti: Bottom-Up Generative Modeling of Tree-Structured Data. ICONIP (1) 2010: 660-668
- [c13]Davide Bacciu, Alessio Micheli, Alessandro Sperduti: Compositional generative mapping of structured data. IJCNN 2010: 1-8
- [c12]
2000 – 2009
- 2009
- [j9]Luca Nicotra, Alessio Micheli: Modeling adaptive kernels from probabilistic phylogenetic trees. Artificial Intelligence in Medicine 45(2-3): 125-134 (2009)
- [j8]Alessio Micheli: Neural Network for Graphs: A Contextual Constructive Approach. IEEE Transactions on Neural Networks 20(3): 498-511 (2009)
- [p2]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
- [e1]Francesco Masulli, Alessio Micheli, Alessandro Sperduti (Eds.): Computational Intelligence and Bioengineering - Essays in Memory of Antonina Starita. Frontiers in Artificial Intelligence and Applications 196, IOS Press 2009, ISBN 978-1-60750-010-0
- 2007
- [c11]Barbara Hammer, Alessio Micheli, Alessandro Sperduti: A general framework for unsupervised preocessing of structured data. Probabilistic, Logical and Relational Learning - A Further Synthesis 2007
- [c10]Alessio Micheli, Alessandro Sperduti: Recursive Principal Component Analysis of Graphs. ICANN (2) 2007: 826-835
- [c9]Luca Nicotra, Alessio Micheli, Antonina Starita: Generative Kernels for Gene Function Prediction Through Probabilistic Tree Models of Evolution. WILF 2007: 512-519
- [p1]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
- [j7]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)
- [j6]Barbara Hammer, Alessio Micheli, Alessandro Sperduti: Universal Approximation Capability of Cascade Correlation for Structures. Neural Computation 17(5): 1109-1159 (2005)
- [c8]Alessio Micheli, Antonio S. Sestito: A New Neural Network Model for Contextual Processing of Graphs. WIRN/NAIS 2005: 10-17
- 2004
- [j5]Barbara Hammer, Alessio Micheli, Alessandro Sperduti, Marc Strickert: A general framework for unsupervised processing of structured data. Neurocomputing 57: 3-35 (2004)
- [j4]Barbara Hammer, Alessio Micheli, Alessandro Sperduti, Marc Strickert: Recursive self-organizing network models. Neural Networks 17(8-9): 1061-1085 (2004)
- [j3]Alessio Micheli, Diego Sona, Alessandro Sperduti: Contextual processing of structured data by recursive cascade correlation. IEEE Transactions on Neural Networks 15(6): 1396-1410 (2004)
- [c7]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
- [c6]Flavio Baronti, Valentina Maggini, Alessio Micheli, Alessandro Passaro, Anna Maria Rossi, Antonina Starita: A Preliminary Investigation on Connecting Genotype to Oral Cancer Development through XCS. WIRN 2004: 11-19
- 2003
- [c5]Alessio Micheli, Diego Sona, Alessandro Sperduti: Formal Determination of Context in Contextual Recursive Cascade Correlation Networks. ICANN 2003: 173-180
- [c4]Alessio Micheli, Filippo Portera, Alessandro Sperduti: QSAR/QSPR Studies by Kernel Machines, Recursive Neural Networks and Their Integration. WIRN 2003: 308-315
- 2002
- [c3]Barbara Hammer, Alessio Micheli, Alessandro Sperduti: A general framework for unsupervised processing of structured data. ESANN 2002: 389-394
- 2001
- [j2]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
- [j1]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)
- [c2]Alessio Micheli, Diego Sona, Alessandro Sperduti: Bi-Causal Recurrent Cascade Correlation. IJCNN (3) 2000: 3-8
- [c1]Ah Chung Tsoi, Markus Hagenbuchner, Alessio Micheli: Building MLP Networks by Construction. IJCNN (4) 2000: 549-556
Coauthor Index
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last updated on 2013-05-21 22:23 CEST by the dblp team