Autore
ALESSIO MICHELI
Unimap Dati autore
- Ricercatore Universitario presso Dipartimento di Informatica
- Membro della Facolta' di Scienze Matematiche Fisiche e Naturali
- Settore scientifico disciplinare INF/01 INFORMATICA
- In servizio
Prodotti
- Articoli
- Application of Cascade-Correlation Networks for Structures to Chemistry 2000
- Analysis of the Internal Representations Developed By Neural Networks for Structures Applied to QSAR Studies of Benzodiazepines 2001
- A General Framework for Unsupervised Processing of Structured Data. 2004
- Contextual Processing of Structured Data by Recursive Cascade Correlation 2004
- Recursive Self-organizing Network Models 2004
- A Preliminary Empirical Comparison of Recursive Neural Networks and Tree Kernel Methods on Regression Tasks for Tree Structured Domains 2005
- Universal Approximation Capability of Cascade Correlation for Structures 2005
- Can individual repair kinetics of UVC-induced DNA damage in human lymphocytes be assessed through comet assay? 2006
- Predicting Physical Chemical Properties of Compounds from Molecular Structures by Recursive Neural Networks. 2006
- Prediction of Chemical-Phisycal Properties by Neural Networks fro Structures 2006
- Prediction of Polymer Properties from their Structure by Recursive Neural Networks 2006
- An introduction to recursive neural networks and kernel methods for cheminformatics 2007
- Prediction of the glass transition temperature of (meth)acrylic polymers containing phenyl groups by recursive neural network 2007
- Ionic Liquids: Prediction of their Melting Points by a Recursive Neural Network Model 2008
- Evaluation of Hierarchical Structured Representations for QSPR Studies of Small Molecules and Polymers by Recursive Neural Networks 2009
- Modeling Adaptive Kernels from Probabilistic Phylogenetic Trees 2009
- Neural Network for Graphs: A Contextual Constructive Approach 2009
- Recursive neural networks prediction of glass transition temperature from monomer structure. An application to acrylic and methacrylic polymers 2009
- Toxicity prediction by a cheminformatics approach 2009
- QSPR analysis of copolymers by recursive neural networks: Prediction of the glass transition temperature of (meth)acrylic random copolymers 2010
- Quantitative Structure-Property Relationship (QSPR) Prediction of Solvation Gibbs Energy of Bifunctional Compounds by Recursive Neural Networks 2010
- Architectural and Markovian factors of echo state networks 2011
- Atti, Riassunti o Comunicazioni
- Quantitative Structure-Activity Relationships of Benzodiazepines by Recursive Cascade Correlation. 1998
- Bi-causal recurrent cascade correlation 2000
- Building MLP Networks by Construction 2000
- A QSAR study of A1 adenosine receptor antagonists by a new neural network model 2001
- Design of New Biologically Active Molecules by Recursive Neural Networks 2001
- QSAR and Drug Design by Neural Network for Structures 2001
- A General Framework for Unsupervised Processing of Structured Data 2002
- Predicting Thermodynamic Properties from Molecular Structures by Recursive Neural Networks 2002
- Predicting thermodynamic properties from molecular structures by recursive neural networks 2002
- Recursive Cascade Correlation for Contextual Processing of Structured Data 2002
- Formal Determination of Context in Contextual Recursive Cascade Correlation Networks 2003
- Predicting Thermodynamic Properties from Molecular Structures by Recursive Neural Networks. An Extension to Polyfunctional Compounds 2003
- QSAR/QSPR Studies by Kernel Machines, Recursive Neural Networks and Their Integration 2003
- A Preliminary Experimental Comparison of Recursive Neural Networks and a Tree Kernel Method for QSAR/QSPR Regression Tasks 2004
- A Preliminary Investigation on Connecting Genotype to Oral Cancer Development Through XCS 2004
- Approcci di Intelligenza Computazionale per l'Analisi dei Dati di uno Studio Caso-Controllo per la Suscettibilitą Genetica al Cancro Orofaringeo (HNSCC) 2004
- Computational Intelligence Methods for Data Analysis: A Case-Control Study on Genetic Susceptibility in Squamous Cell Carcinoma of the Head and Neck (HNSCC) 2004
- Fisher Kernel for Tree Structured Data 2004
- Predicting Glass Transition Temperature of Acrylic and Methacrylic Polymers from monomeric structure by Recursive Neural Networks 2004
- Predicting Polymer Properties By Recursive Neural Networks An Application to Glass Transition Temperature of Acrylic and Methacrylic Polymers 2004
- Recursive Neural Networks prediction of Polymer Glass Transition Temperature from monomer structure. An application to Acrylic and Methacrylic Polymers 2004
- Recursive Neural Networks prediction of Thermodynamic Properties from molecular structures. Application to Mono- and Poly-functional linear molecules. 2004
- The Recursive Neural Networks Approach to QSPR/QSAR: A Methodology Proposal 2004
- A QSAR - Neural Networks approach to the Prediction of polymer properties 2005
- Adaptive Processing of Complex Data Structures in QSPR/QSAR Analysis 2005
- Approaches to Cheminformatics and Biomaterials Design by Neural Networks for Structures: First Applications to Small Molecules and Polymers 2005
- Dealing with Graphs by Neural Networks 2005
- Experimental comparison of machine learning approaches to medical domains: a case study of genotype influence on oral cancer development 2005
- Exploring Relationships Between Genotype and Oral Cancer Development Through XCS 2005
- Prediction of chemical-physical properties by Neural Networks for Structures 2005
- Self-Organizing Maps for Time Series 2005
- A New Neural Network Model for Contextual Processing of Graph 2006
- Application of QSPR Analysis by Neural Networks for Structures to Polymers Containing Cyclic Moieties. 2006
- Predicting Melting Points of Ionic Liquids by Neural Networks for Structures. 2006
- QSPR for Ionic Liquids by Recursive Neural Networks. 2006
- Recent Advances in the Representation of Molecular Structures for RecNN-QSPR Analysis. 2006
- Generative Kernels for Gene Function Prediction through Probabilistic Tree Models of Evolution. 2007
- Predicting physical chemical properties of ionic liquids by RecNN. 2007
- Prediction of the Glass Transition Temperature of Ring-Containing Polymers by Recursive neural Network 2007
- Recursive Principal Component Analysis of Graphs. 2007
- Simultaneous clustering and feature ranking by competitive repetition suppression learning with application to gene data analysis. 2007
- Prediction of the toxicity by adaptive processing of structured molecular representations 2009
- Recursive neural network modelling of benzene derivatives acute toxicity 2009
- A Markovian Characterization of Redundancy in Echo State Networks by PCA 2010
- Bottom-Up Generative Modeling of Tree-Structured Data 2010
- Compositional Generative Mapping of Structured Data. 2010
- Graph Echo State Networks. 2010
- TreeESN: a Preliminary Experimental Analysis. 2010
- Adaptive Tree Kernel by Multinomial Generative Topographic Mapping 2011
- Exploiting vertices states in GraphESN by weighted nearest neighbor 2011
- Predicting User Movements in Heterogeneous Indoor Environments by Reservoir Computing 2011
- Supervised state mapping of clustered GraphESN states 2011
- User Movements Forecasting by Reservoir Computing using Signal Streams produced by Mote-Class Sensors 2011
- Capitoli, Parte,Saggi, Studi, Articoli in libro
- A Novel Approach to QSPR/QSAR Based on Neural Networks for Structures - Soft Computing Approaches in Chemistry 2003
- A Preliminary Investigation on Connecting Genotype to Oral Cancer Development through XCS. - Biological and Artificial Intelligence Environments 2005
- Recursive Neural Networks for Quantitative Structure-Property Relationship Analysis of Polymers - Lecture Series on Computer and Computational Sciences 2005
- Machine Learning Contribution to Solve Prognosis Medical Problems - Outcome Prediction in Cancer 2007
- Adaptive Contextual Processing of Structured Data by Recursive Neural Networks: A Survey of Computational Properties. - Perspectives of Neural-Symbolic Integration. 2007
- Recursive Neural Networks for Cheminformatics: QSPR for Polymeric Compounds (towards Biomaterial Design) - Computational Intelligence and Bioengineering (FAIA-KBIES) 2009
- Modelling Structure-Property Relationship for Copolymers by Structured Representation of Repeating Units - Computational Methods in Science and Engineering 2009
- Predizione tossicologica attraverso il trattamento adattativo di rappresentazioni molecolari strutturate - Innovazione chimica per l'applicazione del REACH 2009
- Adaptive Modelling of Structured Molecular Representations for Toxicity Prediction - Lectures Presented at ICCMSE 2009, American Institute of Physics 2009
- Edizioni, Recensioni, Curatele, Voci enc
- Libri, Manuali o Trattati
- Rapporti
- A General Framework for Self-Organizing Structure Processing Neural Networks 2003
- A Mathematical Characterization of the Architectural Bias of Recursive Models 2004
- A Note on Formal Determination of Context in Contextual Recursive Cascade Correlation Networks 2004
- Predicting Thermodynamic Properties from Molecular Structures by Recursive Neural Networks. Comparison with Classical Group Contributions Method 2004
- A Comparative Study of Tree Generative Kernels for Gene Function Prediction. 2007
- Feature-wise competitive repetition suppression learning for gene data clustering and feature ranking. 2007
- On the Predictive Effects of Markovian and Architectural Factors of Echo State Networks 2009
- A Bottom-up Hidden Tree Markov Model 2010
- Reservoir Computing Forecasting of User Movements from RSS Mote-Class Sensors Measurements 2011
- Software
- SPrInT 2006