181 results on '"Micheli, Alessio"'
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2. Echo state networks for the recognition of type 1 Brugada syndrome from conventional 12-LEAD ECG
3. Guest Editorial: Trends in Reservoir Computing
4. Addressing heterophily in node classification with graph echo state networks
5. Discrete-time dynamic graph echo state networks
6. Towards learning trustworthily, automatically, and with guarantees on graphs: An overview
7. Pyramidal Reservoir Graph Neural Network
8. Edge-based sequential graph generation with recurrent neural networks
9. A gentle introduction to deep learning for graphs
10. Deep Reservoir Neural Networks for Trees
11. Design of deep echo state networks
12. Exploiting the structure of biochemical pathways to investigate dynamical properties with neural networks for graphs.
13. A learning system for automatic Berg Balance Scale score estimation
14. Reliability and human factors in Ambient Assisted Living environments: The DOREMI case study
15. A machine learning approach to estimating preterm infants survival: development of the Preterm Infants Survival Assessment (PISA) predictor
16. Echo State Property of Deep Reservoir Computing Networks
17. An input–output hidden Markov model for tree transductions
18. Tree Echo State Networks
19. Architectural and Markovian factors of echo state networks
20. An experimental characterization of reservoir computing in ambient assisted living applications
21. Evaluation of hierarchical structured representations for QSPR studies of small molecules and polymers by recursive neural networks
22. Modeling adaptive kernels from probabilistic phylogenetic trees
23. Complex Data: Learning Trustworthily, Automatically, and with Guarantees
24. Recursive neural networks prediction of glass transition temperature from monomer structure: an application to acrylic and methacrylic polymers
25. Neural network for graphs: a contextual constructive approach
26. Accelerating the identification of informative reduced representations of proteins with deep learning for graphs
27. Machine learning approaches for identifying prey handling activity in otariid pinnipeds
28. Theoretically Expressive and Edge-aware GraphLearning
29. Prediction of the glass transition temperature of (meth)acrylic polymers containing phenyl groups by recursive neural network
30. Contextual processing of structured data by recursive cascade correlation
31. Guest Editorial Special Issue on New Frontiers in Extremely Efficient Reservoir Computing.
32. On the effectiveness of Gated Echo State Networks for data exhibiting long-term dependencies.
33. Application of Cascade Correlation Networks for Structures to Chemistry
34. A preliminary empirical comparison of recursive neural networks and tree kernel methods on regression tasks for tree structured domains
35. EVALITA Evaluation of NLP and Speech Tools for Italian
36. Embeddings and Representation Learning for Structured Data
37. Embeddings and Representation Learning for Structured Data
38. A general framework for unsupervised processing of structured data
39. Recursive self-organizing network models
40. Tree Edit Distance Learning via Adaptive Symbol Embeddings
41. Pyramidal Graph Echo State Networks
42. Deep Echo State Network (DeepESN): A Brief Survey
43. Hierarchical Temporal Representation in Linear Reservoir Computing
44. Internet of robotic things : converging sensing/actuating, hypoconnectivity, artificial intelligence and IoT Platforms
45. Reliability and human factors in Ambient Assisted Living environments
46. Text classification by untrained sentence embeddings.
47. An ambient intelligence approach for learning in smart robotic environments.
48. Structured parallel implementation of tree Echo State Network model selection
49. On the need of machine learning as a service for the internet of things.
50. Multisensor Data Fusion for Activity Recognition Based on Reservoir ComputingEvaluating AAL Systems Through Competitive Benchmarking
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